The assessment of water-borne erosion at catchment level using GIS-based RUSLE and remote sensing: A review

Soil erosion is a direct product of the complex interactions between natural and anthropogenic factors. Such factors vary over space and time, making the assessment of soil erosion even more difficult. Empirical erosion models such as the Revised Universal Soil Loss Equation (RUSLE) provides a rathe...

Full description

Saved in:
Bibliographic Details
Published inInternational Soil and Water Conservation Research Vol. 7; no. 1; pp. 27 - 46
Main Authors Phinzi, Kwanele, Ngetar, Njoya Silas
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.03.2019
KeAi Communications Co., Ltd
Subjects
erodibility
Geographic Information System (GIS)
geographic information systems
rain
Remote sensing
Revised Universal Soil Loss Equation
Revised Universal Soil Loss Equation (RUSLE) parameters
Soil erosion
space and time
topography
water conservation
watersheds
Soil erosion
Geographic Information System (GIS)
Revised Universal Soil Loss Equation (RUSLE) parameters
Remote sensing
Online AccessGet full text

Cover

Abstract Soil erosion is a direct product of the complex interactions between natural and anthropogenic factors. Such factors vary over space and time, making the assessment of soil erosion even more difficult. Empirical erosion models such as the Revised Universal Soil Loss Equation (RUSLE) provides a rather simple and yet comprehensive framework for assessing soil erosion and its causative factors. RUSLE considers rainfall (R), topography (LS), soil erodibility (K), cover management (C), and support practice (P) as important factors affecting soil erosion. In the past few years, RUSLE has benefited tremendously from advances in geospatial technologies like Geographic Information System (GIS) and remote sensing. In this paper, an overview of recent developments on the use of these geospatial technologies in deriving individual RUSLE factors is provided, placing an emphasis on related successes and challenges. This review is expected to improve the understanding of the role played by such technologies in deriving RUSLE parameters despite existing challenges. Future research, however, must pay special attention to error assessment of remote sensing-derived RUSLE parameters.
AbstractList Soil erosion is a direct product of the complex interactions between natural and anthropogenic factors. Such factors vary over space and time, making the assessment of soil erosion even more difficult. Empirical erosion models such as the Revised Universal Soil Loss Equation (RUSLE) provides a rather simple and yet comprehensive framework for assessing soil erosion and its causative factors. RUSLE considers rainfall (R), topography (LS), soil erodibility (K), cover management (C), and support practice (P) as important factors affecting soil erosion. In the past few years, RUSLE has benefited tremendously from advances in geospatial technologies like Geographic Information System (GIS) and remote sensing. In this paper, an overview of recent developments on the use of these geospatial technologies in deriving individual RUSLE factors is provided, placing an emphasis on related successes and challenges. This review is expected to improve the understanding of the role played by such technologies in deriving RUSLE parameters despite existing challenges. Future research, however, must pay special attention to error assessment of remote sensing-derived RUSLE parameters.
Soil erosion is a direct product of the complex interactions between natural and anthropogenic factors. Such factors vary over space and time, making the assessment of soil erosion even more difficult. Empirical erosion models such as the Revised Universal Soil Loss Equation (RUSLE) provides a rather simple and yet comprehensive framework for assessing soil erosion and its causative factors. RUSLE considers rainfall (R), topography (LS), soil erodibility (K), cover management (C), and support practice (P) as important factors affecting soil erosion. In the past few years, RUSLE has benefited tremendously from advances in geospatial technologies like Geographic Information System (GIS) and remote sensing. In this paper, an overview of recent developments on the use of these geospatial technologies in deriving individual RUSLE factors is provided, placing an emphasis on related successes and challenges. This review is expected to improve the understanding of the role played by such technologies in deriving RUSLE parameters despite existing challenges. Future research, however, must pay special attention to error assessment of remote sensing-derived RUSLE parameters. Keywords: Soil erosion, Revised Universal Soil Loss Equation (RUSLE) parameters, Geographic Information System (GIS), Remote sensing
Author Phinzi, Kwanele
Ngetar, Njoya Silas
Author_xml – sequence: 1
  givenname: Kwanele
  surname: Phinzi
  fullname: Phinzi, Kwanele
– sequence: 2
  givenname: Njoya Silas
  surname: Ngetar
  fullname: Ngetar, Njoya Silas
  email: njoya@ukzn.ac.za
BookMark eNp9kU9v1DAQxXMoEqX0E3DxkUuCx07iGIlDVZWy0kpItD1b_jNpvWTtYnu74tvj3YULh55GGr3f08x775qzEAM2zQegHVAYP206n_c2dYzC1AHrKGVnzTmjcmhHzuXb5jJnb2jfix6mUZw3P--fkOicMecthkLiTPa6YGpNTAEJpph9DEQXYnWxT0fNgi-4kF324ZHcru5aozM68uPhbn1DdHAk4TYWJBnDQfKZXNXNi8f9--bNrJeMl3_nRfPw9eb--lu7_n67ur5at3YAXloDwgoDTvcOJucmPmM_CwQwDgSdjaS9trqnks3MzmYYkM6MG24El4OQhl80q5Ovi3qjnpPf6vRbRe3VcRHTo9KpeLugGrlAzq2V1oz9RN0kRhAaeu0sExJE9fp48npO8dcOc1Fbny0uiw4Yd1kxxoByQeVUpfIktTW0nHBW1hddanwlab8ooOrQkdqoY0fq0JECpmpHleX_sf_Ofp36cqKwplkTTipbj8Gi8wltqe_6V_k_saawmA
CitedBy_id crossref_primary_10_1016_j_catena_2020_104535
crossref_primary_10_3390_app11125684
crossref_primary_10_1016_j_ecolind_2023_110590
crossref_primary_10_61186_jwmr_14_28_1
crossref_primary_10_3390_w11122604
crossref_primary_10_1007_s00267_024_01987_1
crossref_primary_10_1080_19475705_2024_2383779
crossref_primary_10_1007_s11468_023_01983_x
crossref_primary_10_1134_S1064229324603561
crossref_primary_10_5194_hess_28_87_2024
crossref_primary_10_1007_s10980_024_01799_y
crossref_primary_10_1016_j_earscirev_2024_104729
crossref_primary_10_1088_1755_1315_1004_1_012002
crossref_primary_10_24057_2071_9388_2021_006
crossref_primary_10_1051_e3sconf_201912501008
crossref_primary_10_1016_j_geodrs_2023_e00610
crossref_primary_10_1007_s12518_024_00567_6
crossref_primary_10_3390_geosciences15010015
crossref_primary_10_3390_rs16132383
crossref_primary_10_1016_j_catena_2024_108466
crossref_primary_10_1016_j_asr_2021_08_028
crossref_primary_10_1016_j_ecolind_2023_110187
crossref_primary_10_1155_2022_2122554
crossref_primary_10_2166_wcc_2024_010
crossref_primary_10_1080_10106049_2021_2022016
crossref_primary_10_2139_ssrn_4160574
crossref_primary_10_3390_rs13173402
crossref_primary_10_3390_su14052738
crossref_primary_10_26898_0370_8799_2019_4_10
crossref_primary_10_3390_limnolrev23030012
crossref_primary_10_1007_s12665_020_8814_y
crossref_primary_10_14796_JWMM_C523
crossref_primary_10_1016_j_ejrh_2021_100902
crossref_primary_10_1080_03736245_2020_1716838
crossref_primary_10_3390_w17030449
crossref_primary_10_1007_s00128_020_02896_9
crossref_primary_10_33688_aucbd_1265625
crossref_primary_10_3390_rs15133316
crossref_primary_10_1007_s12665_025_12184_6
crossref_primary_10_1016_j_catena_2022_106659
crossref_primary_10_1016_j_watres_2024_122763
crossref_primary_10_3390_land12010107
crossref_primary_10_3390_app11219903
crossref_primary_10_3390_app14135945
crossref_primary_10_3390_rs16050932
crossref_primary_10_1007_s12517_022_10805_z
crossref_primary_10_1016_j_envpol_2022_120036
crossref_primary_10_1007_s12517_021_07992_6
crossref_primary_10_3390_su15064826
crossref_primary_10_3390_land12061214
crossref_primary_10_3390_su14095169
crossref_primary_10_3390_su151512001
crossref_primary_10_21523_gcj1_20040101
crossref_primary_10_3390_app14166919
crossref_primary_10_3390_rs15112868
crossref_primary_10_3390_su141710472
crossref_primary_10_1016_j_heliyon_2024_e32006
crossref_primary_10_1016_j_hydres_2024_05_003
crossref_primary_10_2166_wcc_2023_495
crossref_primary_10_1080_10106049_2022_2136256
crossref_primary_10_1016_j_iswcr_2021_03_001
crossref_primary_10_11922_11_6035_csd_2024_0026_zh
crossref_primary_10_3390_ijgi10020059
crossref_primary_10_1016_j_iswcr_2020_12_001
crossref_primary_10_3390_rs13152980
crossref_primary_10_1016_j_catena_2024_108194
crossref_primary_10_1038_s40494_025_01627_9
crossref_primary_10_1080_23311932_2023_2273630
crossref_primary_10_3390_ijgi9100562
crossref_primary_10_3390_jmse10091322
crossref_primary_10_3390_rs15010225
crossref_primary_10_1016_j_uclim_2023_101424
crossref_primary_10_1007_s12524_020_01162_z
crossref_primary_10_1007_s12517_021_07009_2
crossref_primary_10_1177_11786221211045972
crossref_primary_10_1007_s43217_023_00140_y
crossref_primary_10_3390_rs15030697
crossref_primary_10_3390_w11051024
crossref_primary_10_1007_s12665_024_11518_0
crossref_primary_10_1016_j_jhydrol_2024_132451
crossref_primary_10_1155_2024_8854675
crossref_primary_10_3390_su12051733
crossref_primary_10_3390_su14106078
crossref_primary_10_1038_s41598_021_86618_z
crossref_primary_10_1111_ejss_13412
crossref_primary_10_3390_su13020844
crossref_primary_10_22399_ijcesen_1187
crossref_primary_10_1080_02626667_2021_2020277
crossref_primary_10_3390_land13081321
crossref_primary_10_1186_s40068_020_00180_7
crossref_primary_10_1007_s10333_021_00847_6
crossref_primary_10_3390_rs13214360
crossref_primary_10_1016_j_scitotenv_2024_171486
crossref_primary_10_1002_esp_4829
crossref_primary_10_1016_j_jseaes_2021_104742
crossref_primary_10_3390_agronomy11020333
crossref_primary_10_1007_s11629_023_7963_3
crossref_primary_10_3390_w15142613
crossref_primary_10_1007_s12518_020_00316_5
crossref_primary_10_1007_s12524_020_01147_y
crossref_primary_10_1111_gcbb_12877
crossref_primary_10_3390_agronomy10060777
crossref_primary_10_1016_j_envres_2023_115967
crossref_primary_10_3390_f11080797
crossref_primary_10_1080_19475705_2023_2167614
crossref_primary_10_1007_s11356_021_13274_1
crossref_primary_10_4000_dynenviron_7178
crossref_primary_10_1186_s40068_020_00177_2
crossref_primary_10_1007_s43217_024_00211_8
crossref_primary_10_1016_j_jclepro_2021_126844
crossref_primary_10_3390_geosciences12100367
crossref_primary_10_3390_geosciences14030078
crossref_primary_10_1002_esp_5988
crossref_primary_10_1080_19475705_2020_1861112
crossref_primary_10_1080_19475705_2023_2200890
crossref_primary_10_3390_su13052702
crossref_primary_10_1007_s40333_023_0110_8
crossref_primary_10_1016_j_ophoto_2023_100050
crossref_primary_10_2139_ssrn_4187478
crossref_primary_10_1007_s11069_024_06481_9
crossref_primary_10_1016_j_catena_2023_107067
crossref_primary_10_1016_j_iswcr_2021_05_004
crossref_primary_10_1007_s41748_021_00259_w
crossref_primary_10_1016_j_ecolind_2025_113373
crossref_primary_10_1007_s43217_024_00189_3
crossref_primary_10_1016_j_envpol_2021_117117
crossref_primary_10_1016_j_rsase_2023_101089
crossref_primary_10_2166_wcc_2021_198
crossref_primary_10_3390_land11071010
crossref_primary_10_1016_j_jssas_2024_05_004
crossref_primary_10_3390_su12010050
crossref_primary_10_1007_s40808_021_01291_5
crossref_primary_10_1080_19475705_2024_2384602
crossref_primary_10_3390_rs11091106
crossref_primary_10_1016_j_asr_2023_01_008
crossref_primary_10_1002_esp_5978
crossref_primary_10_32410_huj_10375
crossref_primary_10_1007_s40710_021_00527_x
crossref_primary_10_1016_j_ejrh_2025_102289
crossref_primary_10_1177_11786221211046234
crossref_primary_10_1007_s11356_024_33523_3
crossref_primary_10_3390_land11081253
crossref_primary_10_3390_land11122129
crossref_primary_10_1016_j_jenvman_2022_115826
crossref_primary_10_1007_s40808_022_01467_7
crossref_primary_10_1080_10106049_2022_2076918
crossref_primary_10_1002_ldr_4961
crossref_primary_10_1016_j_iswcr_2019_12_001
crossref_primary_10_3390_land11101705
crossref_primary_10_1007_s12518_025_00612_y
crossref_primary_10_1016_j_geosus_2025_100262
crossref_primary_10_1080_0035919X_2019_1634652
crossref_primary_10_1007_s12665_024_11713_z
crossref_primary_10_1016_j_heliyon_2022_e11220
crossref_primary_10_22209_rt_ve2020n2a10
crossref_primary_10_1007_s12517_022_10178_3
crossref_primary_10_1016_j_catena_2023_107559
crossref_primary_10_3390_ijerph18147529
crossref_primary_10_1007_s12040_023_02098_x
crossref_primary_10_3390_land13020174
crossref_primary_10_3390_rs15225267
crossref_primary_10_1007_s11442_024_2232_0
crossref_primary_10_3390_ijgi9040252
crossref_primary_10_1016_j_iswcr_2023_03_002
crossref_primary_10_1016_j_iswcr_2025_02_002
crossref_primary_10_1080_20964471_2021_1923231
crossref_primary_10_1111_ejss_13067
crossref_primary_10_1016_j_ecolind_2022_109118
crossref_primary_10_1007_s40808_022_01478_4
crossref_primary_10_1016_j_still_2022_105343
crossref_primary_10_1029_2020WR027884
crossref_primary_10_3390_agriculture14101681
crossref_primary_10_1111_sum_13044
crossref_primary_10_1016_j_catena_2024_108316
crossref_primary_10_1007_s12517_021_08493_2
crossref_primary_10_3390_rs12152439
crossref_primary_10_1051_bioconf_202414601031
crossref_primary_10_3390_rs12233860
crossref_primary_10_18273_revfue_v21n1_2023001
crossref_primary_10_3390_land10121289
crossref_primary_10_1007_s11629_022_7549_5
crossref_primary_10_1016_j_catena_2023_107207
crossref_primary_10_1371_journal_pone_0261842
crossref_primary_10_1016_j_ecoleng_2019_105630
crossref_primary_10_1016_j_ecolind_2021_108092
crossref_primary_10_1007_s41748_022_00308_y
Cites_doi 10.4314/sajg.v6i1.2
10.1175/1520-0477(1998)079<1883:TOGIRE>2.0.CO;2
10.1109/TIP.2012.2187668
10.1007/s12040-013-0276-0
10.1016/j.still.2004.11.009
10.1007/s12665-011-1190-x
10.1016/j.proenv.2013.06.056
10.1016/j.geoderma.2007.04.028
10.1038/ngeo555
10.1007/BF02990752
10.1111/j.1477-9730.1992.tb00211.x
10.1080/02693799608902101
10.1016/j.earscirev.2005.02.002
10.1016/j.atmosres.2013.02.013
10.1016/j.jhydrol.2011.04.037
10.2307/621986
10.4172/2469-4134.1000205
10.1016/j.envres.2016.02.005
10.1088/1748-9326/7/4/044037
10.5194/hess-21-589-2017
10.1109/IGARSS.2016.7729150
10.1016/j.catena.2014.11.021
10.1017/S1350482701001037
10.1175/1520-0477(1997)078<2539:GPAYMA>2.0.CO;2
10.1016/j.catena.2015.04.003
10.1080/014311698215333
10.1175/2010WAF2222325.1
10.1016/j.geomorph.2009.06.009
10.1016/j.catena.2016.01.001
10.1016/j.gsf.2011.11.003
10.1002/(SICI)1099-1085(19990415)13:5<727::AID-HYP776>3.0.CO;2-D
10.1109/JSTARS.2017.2672786
10.2136/sssaj2003.0285
10.3390/rs6054600
10.1016/j.aqpro.2015.02.188
10.1109/JSTARS.2012.2194696
10.1016/S0924-2716(99)00039-8
10.1155/2013/901240
10.1016/j.aqpro.2015.02.185
10.1890/06-0615.1
10.1080/01431161.2013.871081
10.1002/esp.1884
10.1016/S0924-2716(01)00035-1
10.4236/jgis.2012.46061
10.1109/IGARSS.2004.1370101
10.1016/S0167-1987(03)00092-8
10.1016/j.jhydrol.2012.01.013
10.1080/10106049.2015.1120349
10.1016/0034-4257(96)00039-9
10.1080/08120091003677553
10.1016/S0034-4257(02)00066-4
10.1007/s12583-010-0147-4
10.1016/j.catena.2005.10.005
10.1016/S0341-8162(01)00183-7
10.1016/j.isprsjprs.2007.05.013
10.1016/S0022-1694(98)00141-3
10.1016/j.catena.2016.06.018
10.1175/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2
10.1080/014311600209797
10.1007/s11431-011-4468-z
10.3390/rs2081941
10.1016/j.rse.2015.02.024
10.1016/S0140-1963(02)00253-7
10.1016/j.landusepol.2015.05.021
10.14358/PERS.77.4.363
10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2
10.3390/rs70911202
10.1029/2010JD014741
10.1590/S0100-204X2014000300008
10.1016/S0034-4257(00)00146-2
10.1029/2009JD012097
10.1016/j.jag.2013.09.012
10.1016/j.catena.2014.10.016
10.1080/01431160110115960
10.1002/ldr.472
10.5194/hess-18-4871-2014
10.2136/sssaj1993.03615995005700030032x
10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
10.1080/15324980801958000
10.1016/bs.agron.2014.12.004
10.1016/S0167-1987(02)00114-9
10.1016/S0022-1694(01)00387-0
10.1016/j.geomorph.2012.07.001
10.1016/j.jag.2010.02.009
10.1016/j.jhydrol.2008.07.032
10.1186/s40068-016-0078-x
10.1016/S1364-8152(03)00078-1
10.1175/1520-0450(2001)040<2007:TRDDUT>2.0.CO;2
10.14358/PERS.69.8.889
10.5194/se-6-383-2015
10.1525/bio.2010.60.1.9
10.1016/S0341-8162(02)00198-4
10.5194/se-7-979-2016
10.1016/j.iswcr.2016.06.001
10.1016/j.isprsjprs.2013.11.009
10.1016/j.ecolmodel.2009.04.004
10.1016/j.rse.2016.04.018
10.5027/jnrd.v7i0.05
10.1023/A:1008198215674
10.1080/10106049.2013.868044
10.1109/TGRS.2006.888466
10.1016/j.rsase.2017.12.002
10.1002/hyp.5816
10.3390/rs61111649
10.1155/2016/9585962
10.1016/j.jhydrol.2010.01.023
10.1007/s12583-010-0135-8
10.21829/abm110.2015.187
10.1590/S1982-21702014000200027
10.1175/JHM-D-11-042.1
10.1016/j.crte.2010.01.004
10.1016/S0022-1694(99)00092-X
10.1016/j.jhydrol.2010.10.035
10.1002/met.284
10.1016/j.proenv.2013.06.101
10.1109/TGRS.2004.841627
10.1109/TGRS.2007.895337
10.1016/S0341-8162(99)00067-3
10.1016/j.catena.2014.05.017
10.1016/j.catena.2010.07.006
10.1016/j.geodrs.2017.06.003
10.1016/j.iswcr.2017.05.004
10.1080/02571862.1999.10635003
10.1007/s12665-013-2887-9
10.1016/0034-4257(94)90134-1
10.1016/0034-4257(94)90107-4
10.1007/s00267-014-0281-3
10.1007/s11269-006-9118-z
10.2136/sssaj1998.03615995006200060026x
10.1016/j.iswcr.2016.01.002
10.3390/rs4092619
10.1007/s12665-009-0259-2
10.1080/00103624.2014.919311
10.1016/j.jhydrol.2010.04.003
10.4236/jwarp.2013.512134
10.1191/0309133306pp492ra
10.1016/j.rse.2018.03.026
10.1080/01431160110114538
10.1080/01431160600746456
10.1371/journal.pone.0170478
10.5194/hess-2018-68
10.13031/2013.35710
10.1080/014311698214848
10.1175/1520-0450(1997)036<1176:PEFRSI>2.0.CO;2
10.1002/ldr.646
10.1002/wrcr.20412
10.1175/2010BAMS3001.1
10.13031/2013.34692
10.5539/enrr.v6n2p16
10.1016/j.catena.2006.03.007
10.1061/(ASCE)1090-0241(2006)132:1(102)
10.1109/79.974727
10.1016/S0341-8162(97)00036-2
10.5194/hessd-10-4567-2013
10.1016/j.iswcr.2017.05.002
10.1016/S0308-521X(02)00012-4
10.1016/j.geoderma.2013.08.023
10.3390/rs9101035
10.1080/01431160601121469
10.1002/ldr.634
10.1590/18069657rbcs20150022
10.1071/S97002
10.1080/03650340.2017.1296134
10.2307/3896023
10.1080/03650340.2012.740556
ContentType Journal Article
Copyright 2018 International Research and Training Center on Erosion and Sedimentation and China Water and Power Press
Copyright_xml – notice: 2018 International Research and Training Center on Erosion and Sedimentation and China Water and Power Press
DBID 6I.
AAFTH
AAYXX
CITATION
7S9
L.6
DOA
DOI 10.1016/j.iswcr.2018.12.002
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
AGRICOLA
AGRICOLA - Academic
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList AGRICOLA
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Open Access Full Text
  url: https://www.doaj.org/
  sourceTypes: Open Website
DeliveryMethod fulltext_linktorsrc
EndPage 46
ExternalDocumentID oai_doaj_org_article_637e33cc9cb6480d87617a14adc27917
10_1016_j_iswcr_2018_12_002
S2095633918300583
GroupedDBID 6I.
AAFTH
ALMA_UNASSIGNED_HOLDINGS
M~E
AAYXX
CITATION
7S9
L.6
GROUPED_DOAJ
ID FETCH-LOGICAL-c513t-b17c7b1da4d18dd83fe4f7e11bd170fb904aca4092f2cfb55e0f23b3b739579b3
IEDL.DBID DOA
ISSN 2095-6339
IngestDate Wed Aug 27 01:31:12 EDT 2025
Thu Jul 10 18:03:10 EDT 2025
Tue Jul 01 03:12:19 EDT 2025
Thu Apr 24 23:10:40 EDT 2025
Thu Jul 20 20:05:53 EDT 2023
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Soil erosion
Geographic Information System (GIS)
Revised Universal Soil Loss Equation (RUSLE) parameters
Remote sensing
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c513t-b17c7b1da4d18dd83fe4f7e11bd170fb904aca4092f2cfb55e0f23b3b739579b3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://doaj.org/article/637e33cc9cb6480d87617a14adc27917
PQID 2221037098
PQPubID 24069
PageCount 20
ParticipantIDs doaj_primary_oai_doaj_org_article_637e33cc9cb6480d87617a14adc27917
proquest_miscellaneous_2221037098
crossref_citationtrail_10_1016_j_iswcr_2018_12_002
crossref_primary_10_1016_j_iswcr_2018_12_002
elsevier_sciencedirect_doi_10_1016_j_iswcr_2018_12_002
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2019-03-01
PublicationDateYYYYMMDD 2019-03-01
PublicationDate_xml – month: 03
  year: 2019
  text: 2019-03-01
  day: 01
PublicationDecade 2010
PublicationTitle International Soil and Water Conservation Research
PublicationYear 2019
Publisher Elsevier B.V
KeAi Communications Co., Ltd
Publisher_xml – name: Elsevier B.V
– name: KeAi Communications Co., Ltd
References Wang, Wente, Gertner, Anderson (bib216) 2002; 23
Asner, Heidebrecht (bib14) 2002; 23
Bioucas-Dias, Plaza, Dobigeon, Parente, Du, Gader, Chanussot (bib25) 2012; 5
Renard, Foster, Weesies, Porter (bib166) 1991; 46
Ostovari, Ghorbani-Dashtaki, Bahrami, Naderi, Damatte (bib143) 2017; 11
Diodato, Bellocchi (bib46) 2010; 387
Fathizad, Karimi, Alibakhshi (bib52) 2014; 7
Tamene, Adimassu, Aynekulu, Yaekob (bib192) 2017; 5
Hill, Schutt (bib72) 2000; 74
Wang, Gertner, Fang, Anderson (bib214) 2003; 69
Worqlul, Maathuis, Adem, Demissie, Langan, Steenhuis (bib223) 2014; 18
Panagopoulos, de Jesus, Blumberg, Ben-Asher (bib145) 2014; 45
Minasny, McBratney (bib126) 2007; 140
Gutman, Ignatov (bib68) 1998; 19
Xie, Arkin (bib225) 1997; 78
Ma, He, Xu, Noordwijk, Lu (bib116) 2014; 121
Merritt, Letcher, Jakeman (bib120) 2003; 18
Vijith, Seling, Dodge-Wan (bib209) 2017
Merzoul (bib121) 1985
Li, Zhang, Xu (bib104) 2012; 426–427
Mousavifard, Momtaz, Sepehr, Davatgar, Sadaghiani (bib134) 2013; 59
Tadele, Mekuriaw, Selassie, Tsegaye (bib190) 2017; 7
.
Kinnell, Risse (bib94) 1998; 62
Vrieling, Sterk, De Jong (bib213) 2010; 395
Heinemann, T., Latanzio, A., & Roveda, F. (2002). The Eumetsat multi-sensor precipitation estimate (MPE). Proceedings of the 2nd International Precipitation Working Group (IPWG), Madrid, Spain.
Mitasova, Hofierka, Zlocha, Iverson (bib128) 1996; 10
Okorafor, Akinbile, Adeyemo (bib140) 2017; 1
Rankin, Semple, Murphy, Koen (bib162) 2007; 10
Breetzke, Koomen, Critchley (bib30) 2013
Ray, S. S., Singh, J. P., Das, G., & Panigrahy, S. (2004). Use of high resolution remote sensing data for generating site-specific soil management plan. Retrieved from
Bols (bib28) 1978
Beck, Van Dijk, Levizzani, Schellekens, Gonzalez Miralles, Martens, De Roo (bib20) 2017; 21
Breul, Gourves (bib31) 2006; 132
Tran, Ridgley, Duckstein, Sutherland (bib199) 2002; 47
Benavidez, R., Jackson, B., Maxwell, D., & Norton, K. (2018). A review of the (Revised) Universal Soil Loss Equation (R/USLE): with a view to increasing its global applicability and improving soil loss estimates. Retrieved from
De Vente, Poesen, Govers, Boix-Fayos (bib42) 2009; 34
Jia, Li, Liang, Wei, Yao (bib83) 2017; 9
Rodriquez, Suarez (bib174) 2012; 175–176
Grimes, Pardo-Iguzquiza, Bonifacio (bib66) 1999; 222
Hutchinson, Gallant (bib78) 2000
De Jong (bib40) 1994
Rahman, Shi, Chongf (bib161) 2009; 220
(bib77) 2017
Torri, Poesen, Borselli (bib196) 1997; 31
Gelagay, Minale (bib62) 2016; 4
Toutin, Gray (bib197) 2000; 55
Mallick, Alashker, Mohammad, Ahmed, Hasan (bib117) 2014; 29
(bib173) 2009
Panagos, Karydas, Ballabio, Gitas (bib147) 2014; 27
Uddin, Murthy, Wahid, Matin (bib202) 2016; 11
Da Silva, De Carvalho, Bhering, Filho (bib36) 2016; 139
Alanís-Rodríguez, Mora-Olivo, Jiménez-Pérez, González-Tagle, Yamallel, Israel, González-Rodríguez (bib6) 2015; 110
AghaKouchak, Nakhjiri (bib3) 2012; 7
Huffman, Adler, Morrissey, Bolvin, Curtis, Joyce, Susskind (bib75) 2001; 2
Cracknell (bib34) 1998; 19
Gyamfi, Ndambuki, Salim (bib69) 2016; 6
Li (bib107) 1992; 14
Patil, R. J., & Sharma, S. K. (2013). Remote sensing and GIS based modelling of crop/cover management factor (C) of USLE in Shakker river watershed. International Conference on Chemical, Agricultural and Medical Sciences, Malaysia. Retrieved from
Zhou, Chen, Lin, Huang, Lu (bib232) 1995; 9
Eisazadeh, Sokouti, Homaee, Pazira (bib49) 2012; 1
Levizzani, Schmetz, Lutz, Kerkmann, Alberoni, Cervino (bib101) 2001; 8
AghaKouchak, Behrangi, Sorooshian, Hsu, Amitai (bib4) 2011; 116
Smith, Bullock, Hinojosa-Corona, Franco-Viscaíno, Escoto-Rodríquez, Kretzschmar, Salazar-Cesena (bib186) 2007; 17
Durigon, Carvalho, Antunes, Oliveira, Fernandes (bib47) 2014; 35
Renard, Yoder, Lightle, Dabney (bib168) 2011
Grunwald, Vasques, Rivero (bib67) 2015
Renard, Foster, Yoder, McCool (bib167) 1994; 49
Pham, Marshall, Johnson, Sharma (bib152) 2018; 210
century: 14-21 August, Bangkok, Thailand. Retrieved from
Morgan (bib131) 1974; 28
Panagopoulos, Antunes (bib144) 2008; 22
Shen, Xiong, Wang, Xie (bib184) 2010; 115
Nakil, Khire (bib135) 2016; 31
Xu, Wu, Wang, Gonsamo, Shen, Niu (bib227) 2015; 162
Jamshidi, Dragovich, Webb (bib82) 2014; 71
Li, Chen, Kyoung, Cai, Myung (bib102) 2010; 21
Hsu, Gao, Sorooshian, Gupta (bib74) 1997; 36
Kinnell (bib93) 2005; 19
Schonbrodt, Saumer, Benrens, Seeber, Scholten (bib178) 2010; 21
Ferreira, Panagopoulos, Andrade, Guerrero, Loures (bib54) 2015; 6
Yu, Rose, Cielsiolka, Coughlan, Fentie (bib229) 1997; 35
Altmann, Halimi, Dobigeon, Tourneret (bib9) 2012; 21
Napoli, Cecchi, Orlandini, Muganai, Zanchi (bib138) 2017; 145
Goovaerts (bib65) 1997
Wang, Zhang, Yang, Pu, Yang, Yu, Bu (bib217) 2016; 8
Adler, Huffman, Bolvin, Curtis, Nelkin (bib1) 2000; 39
Moura-Bueno, Dalmolin, ten Caten, Ruiz, Ramos, Dotto (bib133) 2016; 40
Toy, Foster, Renard (bib198) 1999; 54
Lord, McLean (bib111) 1969; 22
Gabriels, Ghekiere, Schiettecatte, Rottiers (bib60) 2003; 74
Phinzi, Ngetar (bib153) 2017; 6
Valor, Caselles (bib203) 1996; 57
Bu (bib32) 1993; 8
Stocking, Elwell (bib187) 1974; 1
Arnoldus (bib11) 1977; 34
Mashimbye, De Clercq, Van Niekerk (bib118) 2014; 213
Su, Guo, Ma, Li (bib189) 2015; 7
Saha, Moorthi, Pan, Wu, Wang, Nadiga, Goldberg (bib177) 2010; 91
Baskan, Cebel, Akgul, Erpul (bib17) 2009; 60
Alexakis, Hadjimitsis, Agapiou (bib7) 2013; 131
Bizuwerk, Taddesse, Getahun (bib26) 2008
Fisher, Tate (bib55) 2006; 30
Getirana, Espinoza, Ronchail, Filho (bib64) 2011; 404
Iyer (bib79) 1974; 2
Wischmeier, Smith (bib222) 1978
Noori, Siadatmousavi, Mojaradi (bib139) 2016; 4
De Asis, Omasa (bib38) 2007; 62
Thomas, Joseph, Thrivikramji (bib195) 2017; 30
Keshava, Mustard (bib90) 2002; 19
Napieralski, Barr, Kamp, Kervyn (bib137) 2013
Yang, Yong, Hong, Chen, Zhang (bib228) 2016; 61
Nanni, Demattê (bib136) 2006; 70
Johnson, Tateishi, Kobayashi (bib86) 2012; 4
Kamaludin, Lihan, Rahman, Mustapha, Idris, Rahim (bib89) 2013; 10
McCool, D. K., Foster, G. R., Renard, K. G., & Weesies, G. A. (1995). The revised universal soil loss equation. Proceedings of DOD Interagency Workshop on Technologies to Address Soil Erosion on DOD Lands, San Antonio, Department of Defence. Retrieved from
Lillesand, Kiefer (bib108) 2000
Renard, Foster, Weesies, McCool, Yoder (bib165) 1997
Laflen, Lane, Foster (bib97) 1991; 46
Lu, Weng (bib113) 2007; 28
Huffman, Bolvin, Braithwaite, Hsu, Joyce, Xie, Yoo (bib76) 2015
Curcio, Ciraolo, Asaro, Minacapilli (bib35) 2013; 19
Risse, Nearing, Nicks, Laflen (bib172) 1993; 57
Rozante, Moreira, de Goncalves, Vila (bib176) 2010; 25
Wischmeier, W. H., & Smith, D. D. (1965). Predicting rainfall erosion from cropland east of the Rocky Mountain: Guide for selection of practices for soil and water conservation. U.S. Department of Agriculture Handbook, No. 282.
Joyce, Janowiak, Arkin, Xie (bib88) 2004; 5
Renard, Foster (bib164) 1983
Jones, Lowe, Liddicoat, Betts (bib87) 2009; 2
Wang, Lu, Zhao, Jiang, Shi (bib218) 2017; 10
Boardman (bib27) 2006; 68
Meusburger, Bänninger, Alewell (bib122) 2010; 12
Moses (bib132) 2017; 6
Parveen, Kumar (bib148) 2012; 4
Viney, Sivalapan (bib211) 1999; 13
Athmania, Achour (bib15) 2014; 6
Lin, Lin, Chou (bib109) 2002; 68
Van der Knijff, J. M., Jones, R. J. A., & Montanarella, L. (2000). Soil erosion risk assessment in Italy. European Soil Bureau, Joint Research Centre of the European Commission. Retrieved from
Zhongming, Lees, Feng, Wanning, Haijing (bib231) 2010; 83
Su, Guo (bib188) 2014; 87
Sepuru, Dube (bib181) 2017; 9
Farhan, Zregat, Farhan (bib51) 2013; 5
Lufafa, Tenywa, Isabirye, Majaliwa, Woomer (bib115) 2003; 76
Yufeng, Thomasson, Sui (bib230) 2011; 5
Hirt, Filmer, Featherstone (bib73) 2010; 57
Wang, Gertner, Parysow, Anderson (bib215) 2001; 56
Devatha, Deshpande, Renukaprasad (bib45) 2015; 4
Xiao, Yang, Chen, Cai (bib224) 2015; 125
Fu, Chen, McCool (bib59) 2006; 85
Teng, Ma, Chappell, Shi, Liang, Yu (bib193) 2017; 9
Dutta (bib48) 2016; 2
Beasley, Huggins, Monke (bib19) 1980; 23
Lu, Li, Valladares, Batistella (bib114) 2004; 15
Pendegrass, A. (2016). & National Centre for Atmospheric Research Staff. The climate data guide: GPCP (Monthly): Global Precipitation Climatology Project. Retrieved from
Alkharabsheh, Alexandridis, Bilas, Misopolinos, Silleos (bib8) 2013; 19
Aronoff (bib13) 1989
Anache, Bacchi, Panachuki, Sobrinho (bib10) 2016; 34
Sepal, Qi, Lawawirojwong, Messina (bib180) 2016; 147
Vrieling (bib212) 2006; 65
Collischonn, Collischonn, Tucci (bib33) 2008; 360
Aiello, Adamou, Canoga (bib5) 2015; 131
Bingfang, W., Miaomiao, L., Changzhen, Y., Weifeng, Z., & Changzhen, Y. (2004). Developing method of vegetation fraction estimation by remote sensing for soil loss equation: a case in the upper basin of Miyun Reservoir. IEEE International Geoscience and Remote Sensing Symposium, 20-24 September 2004.
Smith (bib185) 1999; 16
Forkuor, Hounkpatin, Welp, Thiel (bib56) 2017; 12
Elwell (bib50) 1977
Prasannakumar, Vijith, Abinod, Geetha (bib155) 2012; 3
De Carvalho, Durigon, Antunes, de Almeida, de Oliveira (bib39) 2014; 49
Li, Zhang, Ye (bib105) 2013; 2013
World congress of soil science CD-ROM proceedings: Confronting new realities in the 21
Li, Shao (bib103) 2010; 385
Kumar, Kushwaha (bib96) 2013; 122
Morgan, Gergel, Coops (bib130) 2010; 60
Borel, Gerstl (bib29) 1994; 47
Tweddale, Echlschlaeger, Seybold (bib201) 2000
Vincente, Scofield, Menzel (bib210) 1998; 79
Behera, Suresh, Rao, Mathur, Shukla, Manorama, Prakash (bib21) 2016; 7
Gashaw, Tulu, Argaw (bib61) 2016; 6
Zhu, Chen, Fan, Jin, Li (bib234) 2011; 54
Reza, Dutta, Bandyopadhyay, Singh (bib170) 2018
Demattê, Galdos, Guimaraes, Genu, Nanni, Zullo (bib43) 2007; 28
Oldeman, Hakkeling, Sombroek (bib141) 1991
Polidori, Hage, Valeriano (bib154) 2014; 20
Qi, Chehbouni, Huete, Kerr (bib158) 1994; 48
Lazzari, Gioia, Piccarreta, Danese, Lanorte (bib100) 2015; 127
Turk, Miller (bib200) 2005; 43
Lal (bib99) 2001; 12
Millward, Mersey (bib125) 1999; 38
Kubota, Shige, Hashizurne, Aonashi, Takahashi, Seto, Okamoto (bib95) 2007; 45
Reusing, Schneider, Ammer (bib169) 2000; 21
Parysow, Wang, Gertner, Anderson (bib149) 2003; 53
Van der Knijff, J. M., Jones, R. J. A., & Montanarella, L. (1999). Soil erosion risk assessment in Italy. European Soil Bureau, Joint Research Centre of the E
De Asis (10.1016/j.iswcr.2018.12.002_bib38) 2007; 62
Li (10.1016/j.iswcr.2018.12.002_bib103) 2010; 385
Lu (10.1016/j.iswcr.2018.12.002_bib113) 2007; 28
Curcio (10.1016/j.iswcr.2018.12.002_bib35) 2013; 19
Desmet (10.1016/j.iswcr.2018.12.002_bib44) 1996; 51
Gertner (10.1016/j.iswcr.2018.12.002_bib63) 2002; 83
Kidd (10.1016/j.iswcr.2018.12.002_bib92) 2012; 13
Datta (10.1016/j.iswcr.2018.12.002_bib37) 2010; 2
Viney (10.1016/j.iswcr.2018.12.002_bib211) 1999; 13
Mhangara (10.1016/j.iswcr.2018.12.002_bib123) 2012; 65
Zhu (10.1016/j.iswcr.2018.12.002_bib234) 2011; 54
Arnoldus (10.1016/j.iswcr.2018.12.002_bib12) 1980
10.1016/j.iswcr.2018.12.002_bib160
Renard (10.1016/j.iswcr.2018.12.002_bib168) 2011
Williams (10.1016/j.iswcr.2018.12.002_bib220) 1977; 20
Gabriels (10.1016/j.iswcr.2018.12.002_bib60) 2003; 74
Johanson (10.1016/j.iswcr.2018.12.002_bib85) 1980
10.1016/j.iswcr.2018.12.002_bib163
Getirana (10.1016/j.iswcr.2018.12.002_bib64) 2011; 404
Kinnell (10.1016/j.iswcr.2018.12.002_bib94) 1998; 62
Li (10.1016/j.iswcr.2018.12.002_bib105) 2013; 2013
Smith (10.1016/j.iswcr.2018.12.002_bib185) 1999; 16
Bahrawi (10.1016/j.iswcr.2018.12.002_bib16) 2016; 2016
Borel (10.1016/j.iswcr.2018.12.002_bib29) 1994; 47
Li (10.1016/j.iswcr.2018.12.002_bib102) 2010; 21
Fu (10.1016/j.iswcr.2018.12.002_bib58) 2005; 16
Qin (10.1016/j.iswcr.2018.12.002_bib159) 2014; 6
Vijith (10.1016/j.iswcr.2018.12.002_bib209) 2017
Renard (10.1016/j.iswcr.2018.12.002_bib167) 1994; 49
Arnoldus (10.1016/j.iswcr.2018.12.002_bib11) 1977; 34
De Vente (10.1016/j.iswcr.2018.12.002_bib42) 2009; 34
Thomas (10.1016/j.iswcr.2018.12.002_bib195) 2017; 30
Fu (10.1016/j.iswcr.2018.12.002_bib59) 2006; 85
Xu (10.1016/j.iswcr.2018.12.002_bib227) 2015; 162
Hirt (10.1016/j.iswcr.2018.12.002_bib73) 2010; 57
Baugh (10.1016/j.iswcr.2018.12.002_bib18) 2013; 49
10.1016/j.iswcr.2018.12.002_bib151
Hsu (10.1016/j.iswcr.2018.12.002_bib74) 1997; 36
10.1016/j.iswcr.2018.12.002_bib150
Millward (10.1016/j.iswcr.2018.12.002_bib125) 1999; 38
Kumar (10.1016/j.iswcr.2018.12.002_bib96) 2013; 122
Hutchinson (10.1016/j.iswcr.2018.12.002_bib78) 2000
Phinzi (10.1016/j.iswcr.2018.12.002_bib153) 2017; 6
Schonbrodt (10.1016/j.iswcr.2018.12.002_bib178) 2010; 21
Ferreira (10.1016/j.iswcr.2018.12.002_bib54) 2015; 6
Fathizad (10.1016/j.iswcr.2018.12.002_bib52) 2014; 7
Seo (10.1016/j.iswcr.2018.12.002_bib179) 1998; 208
Bols (10.1016/j.iswcr.2018.12.002_bib28) 1978
Morgan (10.1016/j.iswcr.2018.12.002_bib131) 1974; 28
Mitasova (10.1016/j.iswcr.2018.12.002_bib128) 1996; 10
Lal (10.1016/j.iswcr.2018.12.002_bib99) 2001; 12
Breul (10.1016/j.iswcr.2018.12.002_bib31) 2006; 132
Hill (10.1016/j.iswcr.2018.12.002_bib72) 2000; 74
Wang (10.1016/j.iswcr.2018.12.002_bib217) 2016; 8
Huffman (10.1016/j.iswcr.2018.12.002_bib76) 2015
Nanni (10.1016/j.iswcr.2018.12.002_bib136) 2006; 70
Cracknell (10.1016/j.iswcr.2018.12.002_bib34) 1998; 19
Anache (10.1016/j.iswcr.2018.12.002_bib10) 2016; 34
Moura-Bueno (10.1016/j.iswcr.2018.12.002_bib133) 2016; 40
Baskan (10.1016/j.iswcr.2018.12.002_bib17) 2009; 60
Napoli (10.1016/j.iswcr.2018.12.002_bib138) 2017; 145
Diodato (10.1016/j.iswcr.2018.12.002_bib46) 2010; 387
Dutta (10.1016/j.iswcr.2018.12.002_bib48) 2016; 2
Seutloali (10.1016/j.iswcr.2018.12.002_bib182) 2018; 9
10.1016/j.iswcr.2018.12.002_bib71
Rahman (10.1016/j.iswcr.2018.12.002_bib161) 2009; 220
Li (10.1016/j.iswcr.2018.12.002_bib107) 1992; 14
Goovaerts (10.1016/j.iswcr.2018.12.002_bib65) 1997
Shen (10.1016/j.iswcr.2018.12.002_bib184) 2010; 115
Sharply (10.1016/j.iswcr.2018.12.002_bib183) 1990
Stocking (10.1016/j.iswcr.2018.12.002_bib187) 1974; 1
Toy (10.1016/j.iswcr.2018.12.002_bib198) 1999; 54
Zhou (10.1016/j.iswcr.2018.12.002_bib232) 1995; 9
Levizzani (10.1016/j.iswcr.2018.12.002_bib101) 2001; 8
Li (10.1016/j.iswcr.2018.12.002_bib106) 2015; 10
Wang (10.1016/j.iswcr.2018.12.002_bib214) 2003; 69
Gelagay (10.1016/j.iswcr.2018.12.002_bib62) 2016; 4
Reza (10.1016/j.iswcr.2018.12.002_bib171) 2017; 63
Renard (10.1016/j.iswcr.2018.12.002_bib165) 1997
Zhongming (10.1016/j.iswcr.2018.12.002_bib231) 2010; 83
Jahun (10.1016/j.iswcr.2018.12.002_bib80) 2015; 5
Sepal (10.1016/j.iswcr.2018.12.002_bib180) 2016; 147
Ferreira (10.1016/j.iswcr.2018.12.002_bib53) 2014; 54
De Carvalho (10.1016/j.iswcr.2018.12.002_bib39) 2014; 49
10.1016/j.iswcr.2018.12.002_bib81
Smith (10.1016/j.iswcr.2018.12.002_bib186) 2007; 17
Durigon (10.1016/j.iswcr.2018.12.002_bib47) 2014; 35
Oldeman (10.1016/j.iswcr.2018.12.002_bib141) 1991
Parveen (10.1016/j.iswcr.2018.12.002_bib148) 2012; 4
Römkens (10.1016/j.iswcr.2018.12.002_bib175) 1997
Okorafor (10.1016/j.iswcr.2018.12.002_bib140) 2017; 1
Alexakis (10.1016/j.iswcr.2018.12.002_bib7) 2013; 131
Eisazadeh (10.1016/j.iswcr.2018.12.002_bib49) 2012; 1
Wang (10.1016/j.iswcr.2018.12.002_bib215) 2001; 56
Adler (10.1016/j.iswcr.2018.12.002_bib2) 2003; 4
Wischmeier (10.1016/j.iswcr.2018.12.002_bib222) 1978
Da Silva (10.1016/j.iswcr.2018.12.002_bib36) 2016; 139
Alkharabsheh (10.1016/j.iswcr.2018.12.002_bib8) 2013; 19
Yang (10.1016/j.iswcr.2018.12.002_bib228) 2016; 61
Beasley (10.1016/j.iswcr.2018.12.002_bib19) 1980; 23
(10.1016/j.iswcr.2018.12.002_bib77) 2017
Tweddale (10.1016/j.iswcr.2018.12.002_bib201) 2000
Prevent (10.1016/j.iswcr.2018.12.002_bib156) 2010; 342
Beck (10.1016/j.iswcr.2018.12.002_bib20) 2017; 21
Bizuwerk (10.1016/j.iswcr.2018.12.002_bib26) 2008
Ma (10.1016/j.iswcr.2018.12.002_bib116) 2014; 121
Kinnell (10.1016/j.iswcr.2018.12.002_bib93) 2005; 19
Harris (10.1016/j.iswcr.2018.12.002_bib70) 2003; 55
Gyamfi (10.1016/j.iswcr.2018.12.002_bib69) 2016; 6
Kidd (10.1016/j.iswcr.2018.12.002_bib91) 2011; 18
Johnson (10.1016/j.iswcr.2018.12.002_bib86) 2012; 4
Turk (10.1016/j.iswcr.2018.12.002_bib200) 2005; 43
Tadesse (10.1016/j.iswcr.2018.12.002_bib191) 2017; 5
Jamshidi (10.1016/j.iswcr.2018.12.002_bib82) 2014; 71
Kubota (10.1016/j.iswcr.2018.12.002_bib95) 2007; 45
Li (10.1016/j.iswcr.2018.12.002_bib104) 2012; 426–427
Behera (10.1016/j.iswcr.2018.12.002_bib21) 2016; 7
Mitasova (10.1016/j.iswcr.2018.12.002_bib127) 2013
Vrieling (10.1016/j.iswcr.2018.12.002_bib213) 2010; 395
Worqlul (10.1016/j.iswcr.2018.12.002_bib223) 2014; 18
Lufafa (10.1016/j.iswcr.2018.12.002_bib115) 2003; 76
Puente (10.1016/j.iswcr.2018.12.002_bib157) 2011; 77
Merritt (10.1016/j.iswcr.2018.12.002_bib120) 2003; 18
(10.1016/j.iswcr.2018.12.002_bib173) 2009
Jones (10.1016/j.iswcr.2018.12.002_bib87) 2009; 2
Elwell (10.1016/j.iswcr.2018.12.002_bib50) 1977
Nakil (10.1016/j.iswcr.2018.12.002_bib135) 2016; 31
Rankin (10.1016/j.iswcr.2018.12.002_bib162) 2007; 10
Iyer (10.1016/j.iswcr.2018.12.002_bib79) 1974; 2
Miao (10.1016/j.iswcr.2018.12.002_bib124) 2007; 45
Aronoff (10.1016/j.iswcr.2018.12.002_bib13) 1989
Reusing (10.1016/j.iswcr.2018.12.002_bib169) 2000; 21
Valor (10.1016/j.iswcr.2018.12.002_bib203) 1996; 57
Lin (10.1016/j.iswcr.2018.12.002_bib109) 2002; 68
Torri (10.1016/j.iswcr.2018.12.002_bib196) 1997; 31
10.1016/j.iswcr.2018.12.002_bib205
Saha (10.1016/j.iswcr.2018.12.002_bib177) 2010; 91
10.1016/j.iswcr.2018.12.002_bib204
Vidhya (10.1016/j.iswcr.2018.12.002_bib208) 2015; 4
Wang (10.1016/j.iswcr.2018.12.002_bib218) 2017; 10
Teng (10.1016/j.iswcr.2018.12.002_bib193) 2017; 9
Farhan (10.1016/j.iswcr.2018.12.002_bib51) 2013; 5
Alanís-Rodríguez (10.1016/j.iswcr.2018.12.002_bib6) 2015; 110
Collischonn (10.1016/j.iswcr.2018.12.002_bib33) 2008; 360
De Jong (10.1016/j.iswcr.2018.12.002_bib40) 1994
Grimes (10.1016/j.iswcr.2018.12.002_bib66) 1999; 222
Toutin (10.1016/j.iswcr.2018.12.002_bib197) 2000; 55
Athmania (10.1016/j.iswcr.2018.12.002_bib15) 2014; 6
Demattê (10.1016/j.iswcr.2018.12.002_bib43) 2007; 28
Moses (10.1016/j.iswcr.2018.12.002_bib132) 2017; 6
Sepuru (10.1016/j.iswcr.2018.12.002_bib181) 2017; 9
De Vente (10.1016/j.iswcr.2018.12.002_bib41) 2005; 71
Jia (10.1016/j.iswcr.2018.12.002_bib83) 2017; 9
Merzoul (10.1016/j.iswcr.2018.12.002_bib121) 1985
Van Oost (10.1016/j.iswcr.2018.12.002_bib207) 2000; 15
Johannsen (10.1016/j.iswcr.2018.12.002_bib84) 1981; 36
Lazzari (10.1016/j.iswcr.2018.12.002_bib100) 2015; 127
Uddin (10.1016/j.iswcr.2018.12.002_bib202) 2016; 11
Vincente (10.1016/j.iswcr.2018.12.002_bib210) 1998; 79
Lord (10.1016/j.iswcr.2018.12.002_bib111) 1969; 22
Polidori (10.1016/j.iswcr.2018.12.002_bib154) 2014; 20
Panagos (10.1016/j.iswcr.2018.12.002_bib147) 2014; 27
10.1016/j.iswcr.2018.12.002_bib221
10.1016/j.iswcr.2018.12.002_bib226
Xie (10.1016/j.iswcr.2018.12.002_bib225) 1997; 78
Su (10.1016/j.iswcr.2018.12.002_bib188) 2014; 87
Morgan (10.1016/j.iswcr.2018.12.002_bib130) 2010; 60
Moore (10.1016/j.iswcr.2018.12.002_bib129) 1986; 50
10.1016/j.iswcr.2018.12.002_bib22
Laflen (10.1016/j.iswcr.2018.12.002_bib97) 1991; 46
Panagos (10.1016/j.iswcr.2018.12.002_bib146) 2015; 48
Joyce (10.1016/j.iswcr.2018.12.002_bib88) 2004; 5
Prasannakumar (10.1016/j.iswcr.2018.12.002_bib155) 2012; 3
Risse (10.1016/j.iswcr.2018.12.002_bib172) 1993; 57
10.1016/j.iswcr.2018.12.002_bib24
Mashimbye (10.1016/j.iswcr.2018.12.002_bib118) 2014; 213
Napieralski (10.1016/j.iswcr.2018.12.002_bib137) 2013
Breetzke (10.1016/j.iswcr.2018.12.002_bib30) 2013
Keshava (10.1016/j.iswcr.2018.12.002_bib90) 2002; 19
10.1016/j.iswcr.2018.12.002_bib206
Mousavifard (10.1016/j.iswcr.2018.12.002_bib134) 2013; 59
Rozante (10.1016/j.iswcr.2018.12.002_bib176) 2010; 25
Wener (10.1016/j.iswcr.2018.12.002_bib219) 1981
Xiao (10.1016/j.iswcr.2018.12.002_bib224) 2015; 125
Forkuor (10.1016/j.iswcr.2018.12.002_bib56) 2017; 12
Bu (10.1016/j.iswcr.2018.12.002_bib32) 1993; 8
Adler (10.1016/j.iswcr.2018.12.002_bib1) 2000; 39
Parysow (10.1016/j.iswcr.2018.12.002_bib149) 2003; 53
Renard (10.1016/j.iswcr.2018.12.002_bib164) 1983
Su (10.1016/j.iswcr.2018.12.002_bib189) 2015; 7
Rodriquez (10.1016/j.iswcr.2018.12.002_bib174) 2012; 175–176
Altmann (10.1016/j.iswcr.2018.12.002_bib9) 2012; 21
Lillesand (10.1016/j.iswcr.2018.12.002_bib108) 2000
10.1016/j.iswcr.2018.12.002_bib119
Aiello (10.1016/j.iswcr.2018.12.002_bib5) 2015; 131
Tran (10.1016/j.iswcr.2018.12.002_bib199) 2002; 47
Reza (10.1016/j.iswcr.2018.12.002_bib170) 2018
Grunwald (10.1016/j.iswcr.2018.12.002_bib67) 2015
AghaKouchak (10.1016/j.iswcr.2018.12.002_bib3) 2012; 7
Yu (10.1016/j.iswcr.2018.12.002_bib229) 1997; 35
O'Loughlin (10.1016/j.iswcr.2018.12.002_bib142
References_xml – volume: 74
  start-page: 557
  year: 2000
  end-page: 569
  ident: bib72
  article-title: Mapping complex patterns of erosion and stability in dry Mediterranean ecosystems
  publication-title: Remote Sensing of Environment
– volume: 59
  start-page: 1573
  year: 2013
  end-page: 1589
  ident: bib134
  article-title: Determining and mapping some soil physico-chemical properties using geostatistical and GIS techniques in the Naqade region, Iran
  publication-title: Archives of Agronomy and Soil Science
– volume: 6
  start-page: 1
  year: 2017
  end-page: 13
  ident: bib132
  article-title: GIS-RUSLE interphase modelling of soil erosion hazard and estimation of sediment yield for river Nzoia basin in Kenya
  publication-title: Journal of Remote Sensing and GIS
– reference: Pendegrass, A. (2016). & National Centre for Atmospheric Research Staff. The climate data guide: GPCP (Monthly): Global Precipitation Climatology Project. Retrieved from
– volume: 21
  start-page: 941
  year: 2010
  end-page: 953
  ident: bib102
  article-title: Assessment of soil erosion and sediment yield in Liao Watershed, Jiangxi Province, China, using USLE, GIS, and RS
  publication-title: Journal of Earth Science
– volume: 62
  start-page: 1667
  year: 1998
  end-page: 1672
  ident: bib94
  article-title: USLE-M: Empirical modeling rainfall erosion through runoff and sediment concentration
  publication-title: Soil Science Society of America Journal
– volume: 131
  start-page: 108
  year: 2013
  end-page: 124
  ident: bib7
  article-title: Integrated use of remote sensing, GIS and precipitation data for the assessment of soil erosion rate in the catchment area of “Yialias” in Cyprus
  publication-title: Atmospheric Research
– volume: 49
  start-page: 5276
  year: 2013
  end-page: 5289
  ident: bib18
  article-title: SRTM vegetation removal and hydrodynamic modeling accuracy
  publication-title: Water Resources Research
– volume: 4
  start-page: 126
  year: 2016
  end-page: 136
  ident: bib62
  article-title: Soil loss estimation using GIS and remote sensing techniques: A case of Koga watershed, northwestern Ethiopia
  publication-title: International Soil and Water Conservation Research
– volume: 21
  start-page: 3017
  year: 2012
  end-page: 3025
  ident: bib9
  article-title: Supervised nonlinear spectral unmixing using a postnonlinear mixing model for hyperspectral imagery
  publication-title: IEEE Transactions on Image Processing
– volume: 60
  start-page: 47
  year: 2010
  end-page: 59
  ident: bib130
  article-title: Aerial photography: A rapidly evolving tool for ecological management
  publication-title: BioScience
– year: 1997
  ident: bib175
  article-title: Soil erodibility factor
  publication-title: Predicting soil erosion by water: a guide to conservation planning with the Revised Soil Loss Equation (RUSLE)
– volume: 385
  start-page: 51
  year: 2010
  end-page: 64
  ident: bib103
  article-title: An improved statistical approach to merge satellite rainfall estimates and raingauge data
  publication-title: Journal of Hydrology
– volume: 4
  start-page: 1452
  year: 2015
  end-page: 1460
  ident: bib98
  article-title: A comparison of soil texture distribution and soil moisture mapping of Chennai Coast using Landsat ETM+ and IKONOS data
  publication-title: Aquatic Procedia
– reference: Ray, S. S., Singh, J. P., Das, G., & Panigrahy, S. (2004). Use of high resolution remote sensing data for generating site-specific soil management plan. Retrieved from
– reference: Van Niekerk, A. (2013). Stellenbosch University Digital Elevation Model (SUDEM). Retrieved from
– volume: 4
  start-page: 1429
  year: 2015
  end-page: 1436
  ident: bib45
  article-title: Estimation of soil loss using USLE model for Kulham Watershed, Chattisgarh – A case study
  publication-title: Aquatic Procedia
– year: 1994
  ident: bib40
  article-title: Applications of reflective remote sensing for land degradation studies in a Mediterranean environment (Doctoral dissertation)
– volume: 79
  start-page: 1883
  year: 1998
  end-page: 1898
  ident: bib210
  article-title: The operational GEOS infrared rainfall estimation technique
  publication-title: Bulletin of the American Meteorological Society
– volume: 49
  start-page: 215
  year: 2014
  end-page: 224
  ident: bib39
  article-title: Predicting soil erosion using RUSLE and NDVI time series from TM Landsat 5
  publication-title: Pesquisa Agropecuara
– volume: 68
  start-page: 73
  year: 2006
  end-page: 86
  ident: bib27
  article-title: Soil erosion science: Reflections on the limitations of current approaches
  publication-title: Catena
– volume: 19
  start-page: 2025
  year: 1998
  end-page: 2047
  ident: bib34
  article-title: Synergy in remote sensing-what’s in a pixel?
  publication-title: International Journal of Remote Sensing
– volume: 2
  start-page: 36
  year: 2001
  end-page: 50
  ident: bib75
  article-title: Global precipitation at one-degree daily resolution from multisatellite observations
  publication-title: Journal of Hydrometeorology
– volume: 4
  start-page: 588
  year: 2012
  end-page: 596
  ident: bib148
  article-title: Integrated approach of universal soil loss equation (USLE) and geographical Information System (GIS) for soil loss risk assessment in upper south Koel basin, Jharkand
  publication-title: Journal of Geographic Information System
– volume: 18
  start-page: 334
  year: 2011
  end-page: 353
  ident: bib91
  article-title: Global precipitation measurement
  publication-title: Meteorological Applications
– volume: 35
  start-page: 441
  year: 2014
  end-page: 453
  ident: bib47
  article-title: NDVI time series for monitoring RUSLE cover management factor in a tropical watershed
  publication-title: International Journal of Remote Sensing
– volume: 13
  start-page: 727
  year: 1999
  end-page: 743
  ident: bib211
  article-title: A conceptual model of sediment transport: Application to the Avon River Basin in Western Australia
  publication-title: Hydrological Processes
– volume: 71
  start-page: 4965
  year: 2014
  end-page: 4976
  ident: bib82
  article-title: Catchment scale geostatistical simulation and uncertainty of soil erodibility using sequential Gaussian simulation
  publication-title: Environmental Earth Sciences
– volume: 53
  start-page: 65
  year: 2003
  end-page: 78
  ident: bib149
  article-title: Spatial uncertainty analysis for mapping soil erodibility based on joint sequential simulation
  publication-title: Catena
– reference: Rahaman, S. A., Aruchamy, S., Jegankumar, R., & Ajeez, S. A. (2015). Estimation of annual average soil loss, based on RUSLE model in Kallar watershed, Bhavani basin, Tamil Nadu, India. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2, 207-214. Retrieved from
– volume: 45
  start-page: 2259
  year: 2007
  end-page: 2275
  ident: bib95
  article-title: Global precipitation map using satellite-borne microwave radiometers by the GSMaP project: Production and validation
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
– volume: 12
  start-page: 1
  year: 2017
  end-page: 21
  ident: bib56
  article-title: High resolution mapping of soil properties using remote sensing variables in south western Burkina Faso: A comparison of machine learning and multiple linear regression models
  publication-title: PLoS One
– volume: 15
  start-page: 577
  year: 2000
  end-page: 589
  ident: bib207
  article-title: Evaluating the effects of changes in landscape structure on soil erosion by water and tillage
  publication-title: Landscape Ecology
– volume: 395
  start-page: 235
  year: 2010
  end-page: 241
  ident: bib213
  article-title: Satellite-based estimation of rainfall erosivity for Africa
  publication-title: Journal of Hydrology
– volume: 10
  start-page: 199
  year: 2007
  end-page: 214
  ident: bib162
  article-title: Is there a close association between ‘soils' and ‘vegetation’? A case study from central western New South Wales
  publication-title: Cunninghamia
– volume: 162
  start-page: 119
  year: 2015
  end-page: 140
  ident: bib227
  article-title: A new satellite-based monthly precipitation downscaling algorithm with non-stationary relationship between precipitation and land surface characteristics
  publication-title: Remote Sensing of Environment
– volume: 5
  start-page: 221
  year: 2017
  end-page: 230
  ident: bib192
  article-title: Estimating landscape susceptibility to soil erosion using GIS-based approach in Northern Ethiopia
  publication-title: International Soil and Water Conservation Research
– volume: 19
  start-page: 912
  year: 2013
  end-page: 921
  ident: bib8
  article-title: Four decades of progress in monitoring and modelling of processes in the soil-plant atmosphere system: Applications and challenges
  publication-title: Procedia Environmental Sciences
– volume: 6
  start-page: 1
  year: 2016
  end-page: 14
  ident: bib61
  article-title: Erosion risk assessment for prioritization of conservation measures in Geleda watershed, Blue Nile basin, Ethiopia
  publication-title: Environmental Systems Research
– start-page: 1
  year: 2018
  end-page: 8
  ident: bib170
  article-title: Spatial variability analysis of soil properties of Tinsukia District, Assam, India
  publication-title: Agricultural Research
– volume: 4
  start-page: 1147
  year: 2003
  end-page: 1167
  ident: bib2
  article-title: The version-2 global precipitation climatology project (GPCP) monthly precipitation analysis (1979-present)
  publication-title: Journal of Hydrometeorology
– volume: 85
  start-page: 38
  year: 2006
  end-page: 49
  ident: bib59
  article-title: Modelling the impact of no-till practice on soil erosion and sediment yield with RUSLE, SEDD, and ArcView GIS
  publication-title: Soil & Tillage Research
– volume: 404
  start-page: 304
  year: 2011
  end-page: 322
  ident: bib64
  article-title: Assessment of different precipitation datasets and their impacts on the water balance of the Negro River basin
  publication-title: Journal of Hydrology
– volume: 9
  start-page: 1
  year: 2017
  end-page: 9
  ident: bib181
  article-title: An appraisal on the progress of remote sensing applications in soil erosion mapping and monitoring
  publication-title: Remote Sensing Applications: Society and Environment
– volume: 40
  start-page: 1
  year: 2016
  end-page: 13
  ident: bib133
  article-title: Assessment of digital elevation model for digital soil mapping in a watershed with gently undulating topography
  publication-title: Revista Brasileira de Ciência do Solo
– volume: 10
  start-page: 4567
  year: 2013
  end-page: 4596
  ident: bib89
  article-title: Integration of remote sensing, RUSLE and GIS to model potential soil loss and sediment yield (SY)
  publication-title: Hydrology and Earth System Sciences
– volume: 208
  start-page: 37
  year: 1998
  end-page: 52
  ident: bib179
  article-title: Real-time estimation of rainfall fields using radar rainfall and rain gage data
  publication-title: Journal of Hydrology
– reference: Van der Knijff, J. M., Jones, R. J. A., & Montanarella, L. (2000). Soil erosion risk assessment in Italy. European Soil Bureau, Joint Research Centre of the European Commission. Retrieved from
– volume: 222
  start-page: 93
  year: 1999
  end-page: 108
  ident: bib66
  article-title: Optimal areal rainfall estimation using rain gauges and satellite data
  publication-title: Journal of Hydrology
– volume: 31
  start-page: 1078
  year: 2016
  end-page: 1093
  ident: bib135
  article-title: Effect of slope steepness parameter computations on soil loss estimation: Review of methods using GIS
  publication-title: Geocarto International
– year: 2017
  ident: bib77
  publication-title: The climate data guide: TRMM: Tropical Rainfall Measuring Mission
– volume: 36
  start-page: 1176
  year: 1997
  end-page: 1190
  ident: bib74
  article-title: Precipitation estimation from remotely sensed information using artificial neural networks
  publication-title: Journal of Applied Meteorology
– volume: 54
  start-page: 67
  year: 2014
  end-page: 83
  ident: bib53
  article-title: Seasonality of soil erosion under Mediterranean conditions at the Alqueva dam watershed
  publication-title: Environmental Management
– volume: 112
  start-page: 228
  year: 2009
  end-page: 245
  ident: bib194
  article-title: Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: An application model for Calabria (southern Italy)
  publication-title: Geomorphology
– year: 2000
  ident: bib201
  article-title: An improved method for spatial extrapolation of vegetative cover estimates (USLE/RUSLE C factor) using LCTA and remotely sensed imagery
– volume: 1
  start-page: 231
  year: 1974
  end-page: 245
  ident: bib187
  article-title: Rainfall erosivity over Rhodesia
  publication-title: Transactions of the Institute of British Geographers
– volume: 36
  start-page: 128
  year: 1981
  end-page: 134
  ident: bib84
  article-title: Remote sensing applications for resource management
  publication-title: Journal of Soil and Water Conservation
– volume: 69
  start-page: 889
  year: 2003
  end-page: 898
  ident: bib214
  article-title: Mapping multiple variables for predicting soil loss by geostatistical methods with TM images and a slope map
  publication-title: Photogrammetric Engineering and Remote Sensing
– volume: 6
  start-page: 383
  year: 2015
  end-page: 392
  ident: bib54
  article-title: Spatial variability of soil properties and soil erodibility in the Alqueva reservoir watershed
  publication-title: Solid Earth
– volume: 10
  start-page: 629
  year: 1996
  end-page: 641
  ident: bib128
  article-title: Modelling topographic potential for erosion and deposition using GIS
  publication-title: International Journal of Geographical Information System
– volume: 5
  start-page: 354
  year: 2012
  end-page: 379
  ident: bib25
  article-title: Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
  publication-title: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
– volume: 83
  start-page: 498
  year: 2002
  end-page: 510
  ident: bib63
  article-title: Mapping and uncertainty of predictions based on multiple primary variables from joint co-simulation with Landsat TM image and polynomial regression
  publication-title: Remote Sensing of Environment
– volume: 47
  start-page: 203
  year: 2002
  end-page: 226
  ident: bib199
  article-title: Application of fuzzy logic-based modelling to improve the performance of the Revised Universal Soil Loss Equation
  publication-title: Catena
– volume: 39
  start-page: 2007
  year: 2000
  end-page: 2023
  ident: bib1
  article-title: Tropical rainfall distributions determined using TRMM combined with other satellite and rain gauge information
  publication-title: Journal of Applied Meteorology
– volume: 9
  start-page: 13
  year: 1995
  end-page: 18
  ident: bib232
  article-title: The rainfall erosivity index in Fujian Province
  publication-title: Journal of Soil and Water Conservation
– year: 2013
  ident: bib30
  article-title: GIS-assisted modelling of soil erosion in a South African catchment: evaluating the USLE and SLEMSA approach
  publication-title: Water Resources Planning, Development and Management
– volume: 16
  start-page: 73
  year: 2005
  end-page: 85
  ident: bib58
  article-title: Assessment of soil erosion at large watershed scale using RUSLE and GIS: A case study in the Loess Plateau of China
  publication-title: Land Degradation & Development
– volume: 35
  start-page: 1191
  year: 1997
  end-page: 1212
  ident: bib229
  article-title: Towards a framework for runoff and soil loss prediction using GUEST technology
  publication-title: Australian Journal of Soil Research
– start-page: 29
  year: 2000
  end-page: 50
  ident: bib78
  article-title: Digital elevation models and representation of terrain shape
  publication-title: Terrain analysis: principles and applications
– volume: 56
  start-page: 65
  year: 2001
  end-page: 80
  ident: bib215
  article-title: Spatial prediction and uncertainty assessment of topographic factor for revised universal soil loss equation using digital elevation models
  publication-title: ISPRS Journal of Photogrammetry & Remote Sensing
– year: 1981
  ident: bib219
  publication-title: Soil conservation in Kenya, Nairobi
– volume: 6
  start-page: 4600
  year: 2014
  end-page: 4620
  ident: bib15
  article-title: External validation of the ASTER GDEM2, GMTED2010 and CGIAR-CSI-SRTMv4.1 free access Digital Elevation Model (DEMs) in Tunisia and Algeria
  publication-title: Remote Sensing
– volume: 45
  start-page: 2018
  year: 2014
  end-page: 2031
  ident: bib145
  article-title: Spatial variability of durum wheat yield as related to soil parameters in an organic field
  publication-title: Communications in Soil Science and Plant Analysis
– volume: 6
  start-page: 11649
  year: 2014
  end-page: 11672
  ident: bib159
  article-title: Evaluation of satellite rainfall estimates over the Chinese Mainland
  publication-title: Remote Sensing
– volume: 116
  start-page: 1
  year: 2011
  end-page: 11
  ident: bib4
  article-title: Evaluation of satellite-retrieved extreme precipitation rates across the central United States
  publication-title: Journal of Geophysical Research
– volume: 57
  start-page: 337
  year: 2010
  end-page: 347
  ident: bib73
  article-title: Comparison and validation of the recent freely available ASTER-GDEMver1, SRTM ver4.1 and GEODATE DEM-9S ver3 digital elevation models over Australia
  publication-title: Australian Journal of Earth Sciences
– volume: 2
  start-page: 1
  year: 2016
  end-page: 18
  ident: bib48
  article-title: Soil erosion, sediment yield and sedimentation of reservoir: A review
  publication-title: Modelling Earth Systems and Environment
– volume: 210
  start-page: 229
  year: 2018
  end-page: 241
  ident: bib152
  article-title: A method for combining SRTM DEM and ASTER GDEM2 to improve topography estimation in regions without reference data
  publication-title: Remote Sensing of Environment
– reference: Patil, R. J., & Sharma, S. K. (2013). Remote sensing and GIS based modelling of crop/cover management factor (C) of USLE in Shakker river watershed. International Conference on Chemical, Agricultural and Medical Sciences, Malaysia. Retrieved from
– volume: 30
  start-page: 1
  year: 2017
  end-page: 14
  ident: bib195
  article-title: Assessment of soil erosion in atropical mountain river basin of the southern Western Ghats, India using RUSLE and GIS
  publication-title: Geoscience Frontiers
– volume: 4
  start-page: 1452
  year: 2015
  end-page: 1460
  ident: bib208
  article-title: A comparison of soil texture distribution and soil moisture mapping of Chennai Coast using Landsat ETM+ and IKONOS data
  publication-title: Aquatic Procedia
– volume: 2013
  start-page: 1
  year: 2013
  end-page: 9
  ident: bib105
  article-title: Capabilities of satellite-based precipitation to estimate the spatiotemporal variation of flood/drought class in Poyang Lake Basin
  publication-title: Advances in Meteorology
– volume: 19
  start-page: 851
  year: 2005
  end-page: 854
  ident: bib93
  article-title: Why the universal soil loss equation and the revised version of it do not predict event erosion well
  publication-title: Hydrological Processes
– volume: 28
  start-page: 823
  year: 2007
  end-page: 870
  ident: bib113
  article-title: A survey of image classification methods and techniques for improving classification performance
  publication-title: International Journal of Remote Sensing
– volume: 250
  start-page: 12
  year: 2001
  end-page: 18
  ident: bib112
  article-title: A new procedure to estimate the RUSLE EI30 index, based on monthly rainfall data and applied to the Algarve region, Portugal
  publication-title: Journal of Hydrology
– volume: 8
  start-page: 1
  year: 2016
  end-page: 20
  ident: bib217
  article-title: Assessment of hillslope and gully erosion in the Mushi River sub-catchment, Northeast China
  publication-title: Sustainability
– volume: 47
  start-page: 403
  year: 1994
  end-page: 416
  ident: bib29
  article-title: Nonlinear spectral mixing models for vegetative and soil surfaces
  publication-title: Remote Sensing of Environment
– volume: 29
  start-page: 915
  year: 2014
  end-page: 940
  ident: bib117
  article-title: Risk assessment of soil erosion in semi-arid mountainous watershed in Saudi Arabia by RUSLE model coupled with remote sensing and GIS
  publication-title: Geocarto International
– volume: 12
  start-page: 201
  year: 2010
  end-page: 207
  ident: bib122
  article-title: Estimating vegetation parameter for soil erosion assessment in an alpine catchment by means of QuickBird imagery
  publication-title: International Journal of Applied Earth Observation and Geoinformation
– volume: 8
  start-page: 16
  year: 1993
  end-page: 22
  ident: bib32
  article-title: Preliminary study on algorithm formula of vegetative factor for undisturbed areas in remote sensing monitoring soil loss
  publication-title: Remote Sensing Technology and Application
– volume: 49
  start-page: 213
  year: 1994
  end-page: 220
  ident: bib167
  article-title: RUSLE revisited: Status, questions, answers, and future
  publication-title: Journal of Soil and Water Conservation
– reference: World congress of soil science CD-ROM proceedings: Confronting new realities in the 21
– volume: 220
  start-page: 1724
  year: 2009
  end-page: 1734
  ident: bib161
  article-title: Soil erosion hazard evaluation: An integrated use of remote sensing, GIS and statistical approaches with biophysical parameters towards management strategies
  publication-title: Ecological Modelling
– volume: 2
  start-page: 1941
  year: 2010
  end-page: 1961
  ident: bib37
  article-title: Erosion relevant topographical parameters derived from different DEMs – a comparative study from the Indian Lesser Himalayas
  publication-title: Remote Sensing
– volume: 8
  start-page: 23
  year: 2001
  end-page: 41
  ident: bib101
  article-title: Precipitation estimations from geostationary orbit and prospects for METEOSAT second generation
  publication-title: Meteorological Applications
– volume: 7
  start-page: 1
  year: 2012
  end-page: 8
  ident: bib3
  article-title: A near-real satellite-based global climate data record
  publication-title: Environmental Research Letters
– volume: 9
  start-page: 1
  year: 2017
  end-page: 20
  ident: bib110
  article-title: A comparison method to determine the regional vegetation cover factor from standard plots based on large sample theory and TM images: A case study in the eastern farming-pasture ecotone of northern China
  publication-title: Remote Sensing
– year: 1985
  ident: bib121
  article-title: Relative erodibility of nine selected Moroccan soils related to their physical and chemical and mineralogical properties (Doctoral dissertation)
– reference: Zhou, L., Chen, Y., Liang, N., & Ni, Y. (2016). Daily rainfall model to merge TRMM and ground based observations for rainfall estimations. In Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International pp. 601–604. IEEE.
– volume: 17
  start-page: 1379
  year: 2007
  end-page: 1387
  ident: bib186
  article-title: Soil erosion and significance for carbon fluxes in a mountainous Mediterranean-climate watershed
  publication-title: Ecological Applications
– year: 1997
  ident: bib165
  article-title: Predicting soil loss erosion by water: A guide to conservation planning with the revised Universal Soil Loss Equation (RUSLE)
– volume: 21
  start-page: 835
  year: 2010
  end-page: 845
  ident: bib178
  article-title: Assessing the USLE crop and management factor C for soil erosion modelling in a large, mountainous watershed in central China
  publication-title: Journal of Earth Science
– volume: 5
  start-page: 85
  year: 2017
  end-page: 94
  ident: bib191
  article-title: Land use and land cover changes and soil erosion in Yezat watershed, north western Ethiopia
  publication-title: International Soil and Water Conservation Research
– volume: 78
  start-page: 2539
  year: 1997
  end-page: 2558
  ident: bib225
  article-title: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs
  publication-title: Bulletin of the American Meteorological Society
– volume: 16
  start-page: 158
  year: 1999
  end-page: 163
  ident: bib185
  article-title: Application of empirical soil loss models in southern Africa: A review’
  publication-title: South African Journal of Plant and Soil
– reference: Bingfang, W., Miaomiao, L., Changzhen, Y., Weifeng, Z., & Changzhen, Y. (2004). Developing method of vegetation fraction estimation by remote sensing for soil loss equation: a case in the upper basin of Miyun Reservoir. IEEE International Geoscience and Remote Sensing Symposium, 20-24 September 2004.
– start-page: 22
  year: 1977
  ident: bib50
  article-title: Soil loss estimation for southern Africa
– volume: 21
  start-page: 1635
  year: 2007
  end-page: 1647
  ident: bib23
  article-title: Estimation of soil erosion and sediment yield using GIS at catchment scale’
  publication-title: Water Resources Management
– volume: 5
  start-page: 1247
  year: 2013
  end-page: 1261
  ident: bib51
  article-title: Spatial estimation of soil erosion risk using RUSLE approach, RS, and GIS techniques: A case study of Kufranja Watershed, Northern Jordan
  publication-title: Journal of Water Resource and Protection
– start-page: 155
  year: 1983
  end-page: 176
  ident: bib164
  article-title: Soil conservation: Principles of erosion by water
  publication-title: Dryland agriculture. Agronomy Monograph
– volume: 62
  start-page: 309
  year: 2007
  end-page: 324
  ident: bib38
  article-title: Estimation of vegetation parameter for modelling soil erosion using linear spectral mixture analysis of Landsat ETM data
  publication-title: ISPRS Journal of Photogrammetry & Remote Sensing
– volume: 57
  start-page: 825
  year: 1993
  end-page: 833
  ident: bib172
  article-title: Error assessment in the universal soil loss equation
  publication-title: Soil Science Society of American Journal
– reference: Benavidez, R., Jackson, B., Maxwell, D., & Norton, K. (2018). A review of the (Revised) Universal Soil Loss Equation (R/USLE): with a view to increasing its global applicability and improving soil loss estimates. Retrieved from 〈
– volume: 426–427
  start-page: 28
  year: 2012
  end-page: 38
  ident: bib104
  article-title: Suitability of the TRMM satellite rainfalls in driving a distributed hydrological model for water balance computations in Xinjiang catchment, Poyang lake basin
  publication-title: Journal of Hydrology
– reference: century: 14-21 August, Bangkok, Thailand. Retrieved from
– reference: .
– volume: 127
  start-page: 323
  year: 2015
  end-page: 339
  ident: bib100
  article-title: Sediment yield and erosion rate estimation in the mountain catchments of the Camastra artificial reservoir (Southern Italy): A comparison between different empirical methods
  publication-title: Catena
– volume: 122
  start-page: 389
  year: 2013
  end-page: 398
  ident: bib96
  article-title: Modelling soil erosion risk based on RUSLE-3D using GIS in a Shivalik sub-watershed
  publication-title: Journal of Earth System Sciences
– volume: 9
  start-page: 100
  year: 2018
  end-page: 106
  ident: bib182
  article-title: Developments in the remote sensing of soil erosion in the perspective of sub-Saharan Africa. Implications on future food security and biodiversity
  publication-title: Remote Sensing Applications: Society and Environment
– volume: 51
  start-page: 427
  year: 1996
  end-page: 433
  ident: bib44
  article-title: A GIS procedure for automatically calculating the USLE LS factor on topographically complex landscape units
  publication-title: Journal of Soil and Water Conservation
– volume: 10
  start-page: 1
  year: 2015
  end-page: 15
  ident: bib106
  article-title: Fractional vegetation cover estimation based on an improved selective endmember spectral mixture model
  publication-title: PLoS One
– start-page: 105
  year: 1978
  ident: bib28
  publication-title: The iso-erodent map of Java and Madura
– volume: 5
  start-page: 487
  year: 2004
  end-page: 503
  ident: bib88
  article-title: CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
  publication-title: Journal of Hydrometeorology
– start-page: 228
  year: 2013
  end-page: 258
  ident: bib127
  article-title: GIS-based soil erosion modelling
  publication-title: Treatise on Geomorphology
– volume: 71
  start-page: 95
  year: 2005
  end-page: 125
  ident: bib41
  article-title: Predicting soil erosion and sediment yield at the basin scale: Scale issues and semi-quantitative models
  publication-title: Earth-Science Reviews
– volume: 19
  start-page: 494
  year: 2013
  end-page: 503
  ident: bib35
  article-title: Prediction of soil texture distributions using VNIR-SWIR reflectance spectroscopy
  publication-title: Procedia Environmental Sciences
– year: 1991
  ident: bib141
  article-title: World map of the status of human induced soil degradation: An explanatory note
– volume: 20
  start-page: 1100
  year: 1977
  end-page: 1104
  ident: bib220
  article-title: Sediment yield prediction based on watershed hydrology
  publication-title: Transactions of American Society of Agricultural Engineers
– volume: 9
  start-page: 1
  year: 2017
  end-page: 15
  ident: bib83
  article-title: Combining estimation of green vegetation fraction in an arid region from Landsat 7 ETM+ data
  publication-title: Remote Sensing
– volume: 139
  start-page: 232
  year: 2016
  end-page: 240
  ident: bib36
  article-title: Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions
  publication-title: Catena
– volume: 3
  start-page: 209
  year: 2012
  end-page: 215
  ident: bib155
  article-title: Estimation of soil erosion risk within mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology
  publication-title: Geoscience Frontiers
– year: 2009
  ident: bib173
  publication-title: Recent advances in remote sensing and geoinformation processing for land degradation assessment
– volume: 9
  start-page: 1
  year: 2017
  end-page: 15
  ident: bib193
  article-title: Improving rainfall erosivity estimates using merged TRMM and gauge data
  publication-title: Remote Sensing
– reference: Jamshid, F., & Abbas, F. (2002). Remote sensing and modelling of topsoil properties: a clue for assessing land degradation. In 17
– volume: 213
  start-page: 312
  year: 2014
  end-page: 319
  ident: bib118
  article-title: An evaluation of digital elevation models (DEMs) for delineating land components
  publication-title: Geoderma
– volume: 74
  start-page: 47
  year: 2003
  end-page: 53
  ident: bib60
  article-title: Assessment of USLE cover-management C-factor for 40 crop rotation system on arable farms in the Kemmelbeek watershed, Belgium
  publication-title: Soil Tillage Research
– volume: 38
  start-page: 109
  year: 1999
  end-page: 129
  ident: bib125
  article-title: Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed
  publication-title: Catena
– volume: 63
  start-page: 1489
  year: 2017
  end-page: 1498
  ident: bib171
  article-title: Characterizing spatial variability of soil properties in alluvial soils of India using geostatistics and geographical information system
  publication-title: Archives of Agronomy and Soil Science
– reference: McCool, D. K., Foster, G. R., Renard, K. G., & Weesies, G. A. (1995). The revised universal soil loss equation. Proceedings of DOD Interagency Workshop on Technologies to Address Soil Erosion on DOD Lands, San Antonio, Department of Defence. Retrieved from
– volume: 5
  start-page: 229
  year: 2011
  end-page: 238
  ident: bib230
  article-title: Remote sensing of soil properties in precision agriculture: A review
  publication-title: Frontiers in Earth Science
– volume: 5
  start-page: 36
  year: 2015
  end-page: 47
  ident: bib80
  article-title: Review of soil erosion assessment using RUSLE model and GIS
  publication-title: Journal of Biology, Agriculture and Healthcare
– year: 2003
  ident: bib57
  article-title: User’s guide: Revised universal soil loss equation
– volume: 360
  start-page: 207
  year: 2008
  end-page: 216
  ident: bib33
  article-title: Daily hydrological modelling in the Amazon basin using TRMM rainfall estimates
  publication-title: Journal of Hydrology
– volume: 132
  start-page: 102
  year: 2006
  end-page: 107
  ident: bib31
  article-title: In field soil characterization: Approach based on texture image analysis
  publication-title: Journal of Geotechnical and Geoenvironmental Engineering
– volume: 11
  start-page: 28
  year: 2017
  end-page: 36
  ident: bib143
  article-title: Soil loss estimation using RUSLE model, GIS and remote sensing techniques: A case study from the Dembecha watershed, northwestern Ethiopia
  publication-title: Geoderma Regional
– volume: 175–176
  start-page: 98
  year: 2012
  end-page: 106
  ident: bib174
  article-title: Methodology for estimating the topographic factor LS of RUSLE3D and USPED using GIS
  publication-title: Geomorphology
– volume: 1
  start-page: 110
  year: 2017
  end-page: 116
  ident: bib140
  article-title: Determination of cover-crop management factor (C) for selected sites in Imo Sate using remote sensing technique and GIS
  publication-title: Environment and Sustainability
– volume: 342
  start-page: 380
  year: 2010
  end-page: 389
  ident: bib156
  article-title: Precipitation retrieval from space: An overview
  publication-title: Geoscience
– volume: 76
  start-page: 883
  year: 2003
  end-page: 894
  ident: bib115
  article-title: Prediction of soil erosion in a Lake Victoria basin catchment using a GIS-based Universal Soil Loss model
  publication-title: Agricultural Systems
– volume: 20
  start-page: 467
  year: 2014
  end-page: 479
  ident: bib154
  article-title: Digital elevation model validation with no ground control: Applications to the topodata DEM in Brazil
  publication-title: Boletin de Ciências Geodésicas
– volume: 27
  start-page: 147
  year: 2014
  end-page: 155
  ident: bib147
  article-title: Seasonal monitoring of soil erosion at regional scale: An application of the G2 model in Crete focusing on agricultural land uses
  publication-title: International Journal of Applied Earth Observation and Geoinfromation
– volume: 110
  start-page: 105
  year: 2015
  end-page: 117
  ident: bib6
  article-title: Composición y diversidad del matorral desértico rosetófilo en dos tipos de suelo en el noreste de México
  publication-title: Acta Botánica Mexicana
– volume: 22
  start-page: 159
  year: 2008
  end-page: 177
  ident: bib144
  article-title: Integrating Geostatistics and GIS for assessment of erosion risk on low density Quercus suber woodlands of South Portugal
  publication-title: Arid Land Research and Management
– year: 1990
  ident: bib183
  article-title: EPIC-erosion/productivity impact calculator I, Model documentation
– year: 1997
  ident: bib65
  article-title: Geostatistics for natural resources evaluation
– volume: 19
  start-page: 44
  year: 2002
  end-page: 57
  ident: bib90
  article-title: Spectral unmixing
  publication-title: IEEE Signal Processing Magazine
– volume: 54
  start-page: 462
  year: 1999
  end-page: 467
  ident: bib198
  article-title: RUSLE for mining, construction and reclamation lands
  publication-title: Journal of Soil and Water Conservation
– volume: 387
  start-page: 119
  year: 2010
  end-page: 127
  ident: bib46
  article-title: MedREM, a rainfall erosivity model for the Mediterranean region
  publication-title: Journal of Hydrology
– reference: Van der Knijff, J. M., Jones, R. J. A., & Montanarella, L. (1999). Soil erosion risk assessment in Italy. European Soil Bureau, Joint Research Centre of the European Commission. Retrieved from
– year: 1989
  ident: bib13
  article-title: Geographic Information Systems: A management perspective
– volume: 50
  start-page: 1294
  year: 1986
  end-page: 1298
  ident: bib129
  publication-title: Physical basis of the length slope factor in the universal soil loss equation
– volume: 77
  start-page: 363
  year: 2011
  end-page: 376
  ident: bib157
  article-title: A genetic programming approach to estimate vegetation cover in the context of soil erosion assessment
  publication-title: Photogrammetric Engineering & Remote Sensing
– volume: 34
  start-page: 1994
  year: 2009
  end-page: 2007
  ident: bib42
  article-title: The implications of data selection for regional erosion and sediment yield modelling
  publication-title: Earth Surface Processes and Landforms
– volume: 87
  start-page: 216
  year: 2014
  end-page: 228
  ident: bib188
  article-title: A practical method for SRTM DEM correction over vegetated mountain areas
  publication-title: ISPRS Journal of Photogrammetry and Remote Sensing
– volume: 147
  start-page: 621
  year: 2016
  end-page: 629
  ident: bib180
  article-title: Understanding patio-temporal variation of vegetation phenology and seasonality in the monsoon Southeast Asia
  publication-title: Environmental Research
– volume: 55
  start-page: 391
  year: 2003
  end-page: 404
  ident: bib70
  article-title: Grazing gradient detection with airborne imaging spectroscopy on a semi-arid rangeland
  publication-title: Journal of Arid Environments
– year: 2015
  ident: bib67
  article-title: Fusion of soil and remote sensing data to model soil properties
  publication-title: Advances in Agronomy
– volume: 121
  start-page: 248
  year: 2014
  end-page: 259
  ident: bib116
  article-title: Spatial and temporal variation in rainfall erosivity in a Himalayan watershed
  publication-title: Catena
– volume: 43
  start-page: 1059
  year: 2005
  end-page: 1069
  ident: bib200
  article-title: Toward improved characterization of remotely sensed precipitation regimes with MODIS/AMSR-E blended data techniques
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
– volume: 46
  start-page: 34
  year: 1991
  end-page: 38
  ident: bib97
  article-title: A generation of erosion prediction technology’
  publication-title: Journal of Soil and Water Conservation
– volume: 19
  start-page: 1533
  year: 1998
  end-page: 1543
  ident: bib68
  article-title: The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models
  publication-title: International Journal of Remote Sensing
– volume: 145
  start-page: 246
  year: 2017
  end-page: 256
  ident: bib138
  article-title: Simulation of field-measured soil loss in Mediterranean hilly areas (Chianti, Italy) with RUSLE
  publication-title: Catena
– start-page: 137
  year: 2011
  end-page: 167
  ident: bib168
  article-title: Universal soil loss equation and revised universal soil loss equation
  publication-title: Handbook of erosion modelling
– volume: 18
  start-page: 4871
  year: 2014
  end-page: 4881
  ident: bib223
  article-title: Comparison of rainfall estimations by TRMM 3B42, MPEG and CFSR with ground-observed data for the Lake Tana basin in Ethiopia
  publication-title: Hydrology and Earth System Sciences
– volume: 12
  start-page: 519
  year: 2001
  end-page: 539
  ident: bib99
  article-title: Soil degradation by erosion
  publication-title: Land Degradation & Development
– volume: 22
  start-page: 3
  year: 1969
  end-page: 9
  ident: bib111
  article-title: Aerial photo interpretation on British Columbia rangelands
  publication-title: Journal of Range Management
– volume: 34
  year: 1977
  ident: bib11
  article-title: Methodology used to determine the maximum potential average annual soil loss due to sheet and rill erosion in Morocco
  publication-title: Assessing soil degradation
– volume: 83
  start-page: 87
  year: 2010
  end-page: 93
  ident: bib231
  article-title: Stratified vegetation cover index: A new way to assess vegetation impact on soil erosion
  publication-title: Catena
– volume: 14
  start-page: 113
  year: 1992
  end-page: 128
  ident: bib107
  article-title: Variation of the accuracy of digital terrain models with sampling interval
  publication-title: Photogrammetric Record
– volume: 65
  start-page: 2087
  year: 2012
  end-page: 2102
  ident: bib123
  article-title: Soil erosion risk assessment of the Keiskamma catchment, South Africa using GIS and remote sensing
  publication-title: Environmental Earth Sciences
– volume: 2
  start-page: 33
  year: 1974
  end-page: 45
  ident: bib79
  article-title: Use of aerial photographs for soil erosion studies
  publication-title: Journal of the Indian Society of Photo-Interpretation
– volume: 1
  start-page: 28
  year: 2012
  end-page: 33
  ident: bib49
  article-title: Comparison of empirical models to estimate soil erosion and sediment yield in macro catchments
  publication-title: Eurasian Journal of Soil Science
– volume: 131
  start-page: 174
  year: 2015
  end-page: 185
  ident: bib5
  article-title: Remote sensing and GIS to assess soil erosion with RUSLED and USPED at river basin scale in southern Italy
  publication-title: Catena
– volume: 7
  start-page: 38
  year: 2017
  end-page: 44
  ident: bib190
  article-title: Land use/land cover factor values and accuracy assessment using a GIS and remote sensing in the cased of the Quashay watershed in northwestern Ethiopia
  publication-title: Journal of Natural Resources and Development
– volume: 28
  start-page: 94
  year: 1974
  end-page: 106
  ident: bib131
  article-title: Estimating regional variations in soil erosion hazard in Peninsular Malaysia
  publication-title: Malaysian Naturalist Journal
– volume: 23
  start-page: 938
  year: 1980
  end-page: 944
  ident: bib19
  article-title: ANSWERS – a model for watershed planning
  publication-title: Transactions of American Society of Agricultural Engineers
– reference: Xie, P. P., Yarosh, Y., Love, T., Janwiak, J. E., & Arkin, P. A. (2002). A real-time daily precipitation analysis over south Asia. Retrieved from
– volume: 23
  start-page: 3649
  year: 2002
  end-page: 3667
  ident: bib216
  article-title: Improvement in mapping vegetation cover factor for the universal soil loss equation by geostatistical methods with Landsat Thematic Mapper images
  publication-title: International Journal of Remote Sensing
– volume: 48
  start-page: 119
  year: 1994
  end-page: 126
  ident: bib158
  article-title: Modified soil adjusted vegetation index (MSAVI)
  publication-title: Remote Sensing of Environment
– volume: 28
  start-page: 3813
  year: 2007
  end-page: 3829
  ident: bib43
  article-title: Quantification of tropical soil attributes from ETN+/Landsat-7 data
  publication-title: International Journal of Remote Sensing
– volume: 6
  start-page: 16
  year: 2016
  end-page: 27
  ident: bib69
  article-title: Spatial variability modelling of soil erodibility index in relation to some soil properties at field scale
  publication-title: Environment and Natural Resources Research
– volume: 18
  start-page: 761
  year: 2003
  end-page: 799
  ident: bib120
  article-title: A review of erosion and sediment transport models
  publication-title: Environmental Modelling & Software
– volume: 30
  start-page: 467
  year: 2006
  end-page: 489
  ident: bib55
  article-title: Causes and consequences of error in digital elevation models
  publication-title: Progress in Physical Geography
– year: 2000
  ident: bib108
  article-title: Remote sensing and image analysis
– volume: 31
  start-page: 1
  year: 1997
  end-page: 22
  ident: bib196
  article-title: Predictability and uncertainty of the soil erodibility factor using global dataset
  publication-title: Catena
– volume: 2
  start-page: 484
  year: 2009
  end-page: 487
  ident: bib87
  article-title: Committed terrestrial ecosystem changes due to climate change
  publication-title: Nature Geoscience
– volume: 54
  start-page: 2437
  year: 2011
  end-page: 2445
  ident: bib234
  article-title: A new procedure to estimate the rainfall erosivity factor based on Tropical Rainfall Measuring Mission (TRMM) data
  publication-title: Science China: Technological Sciences
– volume: 21
  start-page: 1885
  year: 2000
  end-page: 1896
  ident: bib169
  article-title: Modelling soil erosion rates in the Ethiopian highlands by integration of high resolution MOMS-02/D2-stereo-data in a GIS
  publication-title: International Journal of Remote Sensing
– volume: 11
  start-page: 1
  year: 2016
  end-page: 19
  ident: bib202
  article-title: Estimation of soil erosion dynamics in the Koshi basin using GIS and remote sensing to assess priority areas for conservation
  publication-title: PLoS One
– volume: 10
  start-page: 2540
  year: 2017
  end-page: 2549
  ident: bib218
  article-title: Evaluation and comparison of daily rainfall from latest GPM and TRMM products over the Mekong River basin
  publication-title: IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing
– volume: 2016
  start-page: 1
  year: 2016
  end-page: 8
  ident: bib16
  article-title: Soil erosion estimation using remote sensing techniques in Wadi Yalamlam Basin, Saudi Arabia
  publication-title: Advances in Materials Science and Engineering
– volume: 55
  start-page: 13
  year: 2000
  end-page: 33
  ident: bib197
  article-title: State-of-the-art of elevation extraction from satellite SAR data
  publication-title: ISPRS Journal of Photogrammetry and Remote Sensing
– volume: 6
  start-page: 11
  year: 2017
  end-page: 29
  ident: bib153
  article-title: Mapping soil erosion in a quaternary catchment in Eastern Cape using geographic information system and remotes sensing
  publication-title: South African Journal of Geomatics
– volume: 21
  start-page: 589
  year: 2017
  end-page: 615
  ident: bib20
  article-title: MSWEP: 3-hourly 0.25 global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data
  publication-title: Hydrology and Earth System Sciences
– volume: 4
  start-page: 2619
  year: 2012
  end-page: 2634
  ident: bib86
  article-title: Remote sensing of fractional green vegetation cover using spatially-interpolated endmembers
  publication-title: Remote Sensing
– volume: 34
  start-page: 32
  year: 2016
  end-page: 40
  ident: bib10
  article-title: Assessment of methods for predicting soil erodibility in soil loss modeling
  publication-title: Geosciences
– reference: 〉.
– year: 1978
  ident: bib222
  publication-title: Predicting soil erosion losses: A guide to conservation planning
– volume: 13
  start-page: 67
  year: 2012
  end-page: 83
  ident: bib92
  article-title: Intercomparison of high-resolution precipitation products over northwest Europe
  publication-title: Journal of Hydrometeorology
– volume: 57
  start-page: 167
  year: 1996
  end-page: 184
  ident: bib203
  article-title: Mapping land surface emissivity from NDVI. Application to European, African and South American areas
  publication-title: Remote Sensing of Environment
– volume: 60
  start-page: 1179
  year: 2009
  end-page: 1187
  ident: bib17
  article-title: Conditional simulation of USLE/RUSLE soil erodibility factor by geostatistics in a Mediterranean catchment, Turkey
  publication-title: Environmental Earth Sciences
– volume: 182
  start-page: 49
  year: 2016
  end-page: 59
  ident: bib142
  article-title: A multi-sensor approach towards a global vegetation corrected SRTM DEM product
  publication-title: Remote Sensing of Environment
– volume: 45
  start-page: 765
  year: 2007
  end-page: 777
  ident: bib124
  article-title: Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
– volume: 7
  start-page: 304
  year: 2014
  end-page: 314
  ident: bib52
  article-title: The estimation of erosion and sediment by using the RUSLE model, RS and GIS techniques (Case study: Arid and semi-arid regions of Doviraj, IIam province, Iran)
  publication-title: International Journal of Agriculture and Crop Sciences
– volume: 7
  start-page: 11202
  year: 2015
  end-page: 11225
  ident: bib189
  article-title: SRTM DEM correction in vegetated mountain areas through the integration of spaceborne LiDAR, airborne LiDAR, and optical imagery
  publication-title: Remote Sensing
– volume: 115
  start-page: 1
  year: 2010
  end-page: 17
  ident: bib184
  article-title: Performance of high-resolution satellite precipitation products over China
  publication-title: Journal of Geophysical Research
– volume: 4
  start-page: 199
  year: 2016
  end-page: 206
  ident: bib139
  article-title: Assessment of sediment yield using RS and GIS at two sub-basins of Dez Watershed, Iran
  publication-title: International Soil and Water Conservation Research
– volume: 91
  start-page: 1015
  year: 2010
  end-page: 1057
  ident: bib177
  article-title: The NCEP climate forecast system reanalysis
  publication-title: Bulletin of the American Meteorological Society
– start-page: 127
  year: 1980
  end-page: 132
  ident: bib12
  article-title: An approximation of the rainfall factor in the Universal Soil Loss Equation
  publication-title: Assessment of Erosion
– volume: 65
  start-page: 2
  year: 2006
  end-page: 18
  ident: bib212
  article-title: Satellite remote sensing for water erosion assessment: A review
  publication-title: Catena
– year: 1980
  ident: bib85
  publication-title: User’s manual for the hydrologic simulation program – Fortran (HSPF) version No. 5.0
– year: 2008
  ident: bib26
  publication-title: Application of GIS for modelling soil loss rate in Awash Basin, Ethiopia
– volume: 15
  start-page: 499
  year: 2004
  end-page: 512
  ident: bib114
  article-title: Mapping soil erosion risk in Rondônia, Brazilian Amazonia: Using RUSLE, remote sensing and GIS
  publication-title: Land Degradation & Development
– start-page: 30
  year: 2015
  ident: bib76
  article-title: NASA global precipitation measurement (GPM) integrated multi-satellite retrievals for GPM (IMERG)
  publication-title: Algorithm theoretical basis document, version, 4
– volume: 23
  start-page: 3939
  year: 2002
  end-page: 3958
  ident: bib14
  article-title: Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: Comparing multispectral and hyperspectral observations
  publication-title: International Journal of Remote Sensing
– volume: 140
  start-page: 324
  year: 2007
  end-page: 336
  ident: bib126
  article-title: Spatial prediction of soil properties using EBLUP with the Matérn covariance function
  publication-title: Geoderma
– start-page: 187
  year: 2013
  end-page: 227
  ident: bib137
  article-title: Remote sensing and GIScience in geomorphological mapping
  publication-title: Treatise on Geomorphology
– volume: 68
  start-page: 143
  year: 2002
  end-page: 152
  ident: bib109
  article-title: Soil erosion prediction and sediment yield estimation: The Taiwan experience
  publication-title: Soil & Tillage Research
– volume: 48
  start-page: 38
  year: 2015
  end-page: 50
  ident: bib146
  article-title: Estimating the soil erosion cover-management factor at the European scale
  publication-title: Land Use Policy
– reference: Wischmeier, W. H., & Smith, D. D. (1965). Predicting rainfall erosion from cropland east of the Rocky Mountain: Guide for selection of practices for soil and water conservation. U.S. Department of Agriculture Handbook, No. 282.
– volume: 61
  start-page: 1813
  year: 2016
  end-page: 1830
  ident: bib228
  article-title: Error analysis of multi-satellite precipitation estimates with an independent raingauge observation network over a medium-sized humid basin
  publication-title: Hydrological Science Journal
– start-page: 1
  year: 2017
  end-page: 17
  ident: bib209
  article-title: Effect of cover management factor in quantification of soil loss: Case study of Sungai Akah sub-watershed, Baram River basin Sarawak, Malaysia
  publication-title: Geocarto International
– volume: 125
  start-page: 50
  year: 2015
  end-page: 60
  ident: bib224
  article-title: An assessment of erosivity distribution and its influence on the effectiveness of land use conservation for reducing soil erosion in Jiangxi, China
  publication-title: Catena
– volume: 25
  start-page: 885
  year: 2010
  end-page: 894
  ident: bib176
  article-title: Combining TRMM and surface observations of precipitation: Technique and validation over South America
  publication-title: Weather and Forecasting
– volume: 7
  start-page: 979
  year: 2016
  end-page: 993
  ident: bib21
  article-title: Spatial variability of some soil properties varies in oil palm (Elaeis guineensis Jacq.) plantations of west coastal area of India
  publication-title: Solid Earth
– volume: 46
  start-page: 30
  year: 1991
  end-page: 33
  ident: bib166
  article-title: RUSLE: Revised universal soil loss equation
  publication-title: Journal of Soil and Water Conservation
– reference: Heinemann, T., Latanzio, A., & Roveda, F. (2002). The Eumetsat multi-sensor precipitation estimate (MPE). Proceedings of the 2nd International Precipitation Working Group (IPWG), Madrid, Spain.
– volume: 70
  start-page: 393
  year: 2006
  end-page: 407
  ident: bib136
  article-title: Spectral reflectance methodology in comparison to traditional soil analysis
  publication-title: Soil Science Society of America Journal
– volume: 10
  start-page: 1
  issue: 4
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib106
  article-title: Fractional vegetation cover estimation based on an improved selective endmember spectral mixture model
  publication-title: PLoS One
– volume: 6
  start-page: 11
  issue: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib153
  article-title: Mapping soil erosion in a quaternary catchment in Eastern Cape using geographic information system and remotes sensing
  publication-title: South African Journal of Geomatics
  doi: 10.4314/sajg.v6i1.2
– ident: 10.1016/j.iswcr.2018.12.002_bib151
– volume: 79
  start-page: 1883
  year: 1998
  ident: 10.1016/j.iswcr.2018.12.002_bib210
  article-title: The operational GEOS infrared rainfall estimation technique
  publication-title: Bulletin of the American Meteorological Society
  doi: 10.1175/1520-0477(1998)079<1883:TOGIRE>2.0.CO;2
– volume: 21
  start-page: 3017
  issue: 6
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib9
  article-title: Supervised nonlinear spectral unmixing using a postnonlinear mixing model for hyperspectral imagery
  publication-title: IEEE Transactions on Image Processing
  doi: 10.1109/TIP.2012.2187668
– volume: 122
  start-page: 389
  issue: 2
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib96
  article-title: Modelling soil erosion risk based on RUSLE-3D using GIS in a Shivalik sub-watershed
  publication-title: Journal of Earth System Sciences
  doi: 10.1007/s12040-013-0276-0
– volume: 85
  start-page: 38
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib59
  article-title: Modelling the impact of no-till practice on soil erosion and sediment yield with RUSLE, SEDD, and ArcView GIS
  publication-title: Soil & Tillage Research
  doi: 10.1016/j.still.2004.11.009
– year: 1990
  ident: 10.1016/j.iswcr.2018.12.002_bib183
– volume: 61
  start-page: 1813
  issue: 10
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib228
  article-title: Error analysis of multi-satellite precipitation estimates with an independent raingauge observation network over a medium-sized humid basin
  publication-title: Hydrological Science Journal
– volume: 65
  start-page: 2087
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib123
  article-title: Soil erosion risk assessment of the Keiskamma catchment, South Africa using GIS and remote sensing
  publication-title: Environmental Earth Sciences
  doi: 10.1007/s12665-011-1190-x
– volume: 19
  start-page: 494
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib35
  article-title: Prediction of soil texture distributions using VNIR-SWIR reflectance spectroscopy
  publication-title: Procedia Environmental Sciences
  doi: 10.1016/j.proenv.2013.06.056
– volume: 140
  start-page: 324
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib126
  article-title: Spatial prediction of soil properties using EBLUP with the Matérn covariance function
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2007.04.028
– volume: 2
  start-page: 484
  year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib87
  article-title: Committed terrestrial ecosystem changes due to climate change
  publication-title: Nature Geoscience
  doi: 10.1038/ngeo555
– volume: 5
  start-page: 229
  issue: 3
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib230
  article-title: Remote sensing of soil properties in precision agriculture: A review
  publication-title: Frontiers in Earth Science
– volume: 11
  start-page: 1
  issue: 13
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib202
  article-title: Estimation of soil erosion dynamics in the Koshi basin using GIS and remote sensing to assess priority areas for conservation
  publication-title: PLoS One
– volume: 2
  start-page: 33
  issue: 2
  year: 1974
  ident: 10.1016/j.iswcr.2018.12.002_bib79
  article-title: Use of aerial photographs for soil erosion studies
  publication-title: Journal of the Indian Society of Photo-Interpretation
  doi: 10.1007/BF02990752
– volume: 14
  start-page: 113
  issue: 79
  year: 1992
  ident: 10.1016/j.iswcr.2018.12.002_bib107
  article-title: Variation of the accuracy of digital terrain models with sampling interval
  publication-title: Photogrammetric Record
  doi: 10.1111/j.1477-9730.1992.tb00211.x
– volume: 10
  start-page: 629
  issue: 5
  year: 1996
  ident: 10.1016/j.iswcr.2018.12.002_bib128
  article-title: Modelling topographic potential for erosion and deposition using GIS
  publication-title: International Journal of Geographical Information System
  doi: 10.1080/02693799608902101
– volume: 2
  start-page: 1
  issue: 123
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib48
  article-title: Soil erosion, sediment yield and sedimentation of reservoir: A review
  publication-title: Modelling Earth Systems and Environment
– volume: 71
  start-page: 95
  year: 2005
  ident: 10.1016/j.iswcr.2018.12.002_bib41
  article-title: Predicting soil erosion and sediment yield at the basin scale: Scale issues and semi-quantitative models
  publication-title: Earth-Science Reviews
  doi: 10.1016/j.earscirev.2005.02.002
– volume: 131
  start-page: 108
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib7
  article-title: Integrated use of remote sensing, GIS and precipitation data for the assessment of soil erosion rate in the catchment area of “Yialias” in Cyprus
  publication-title: Atmospheric Research
  doi: 10.1016/j.atmosres.2013.02.013
– volume: 404
  start-page: 304
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib64
  article-title: Assessment of different precipitation datasets and their impacts on the water balance of the Negro River basin
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2011.04.037
– start-page: 29
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib78
  article-title: Digital elevation models and representation of terrain shape
– volume: 1
  start-page: 231
  issue: 2
  year: 1974
  ident: 10.1016/j.iswcr.2018.12.002_bib187
  article-title: Rainfall erosivity over Rhodesia
  publication-title: Transactions of the Institute of British Geographers
  doi: 10.2307/621986
– volume: 6
  start-page: 1
  issue: 3
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib132
  article-title: GIS-RUSLE interphase modelling of soil erosion hazard and estimation of sediment yield for river Nzoia basin in Kenya
  publication-title: Journal of Remote Sensing and GIS
  doi: 10.4172/2469-4134.1000205
– ident: 10.1016/j.iswcr.2018.12.002_bib163
– year: 1985
  ident: 10.1016/j.iswcr.2018.12.002_bib121
– volume: 147
  start-page: 621
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib180
  article-title: Understanding patio-temporal variation of vegetation phenology and seasonality in the monsoon Southeast Asia
  publication-title: Environmental Research
  doi: 10.1016/j.envres.2016.02.005
– volume: 7
  start-page: 1
  issue: 4
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib3
  article-title: A near-real satellite-based global climate data record
  publication-title: Environmental Research Letters
  doi: 10.1088/1748-9326/7/4/044037
– ident: 10.1016/j.iswcr.2018.12.002_bib81
– volume: 21
  start-page: 589
  issue: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib20
  article-title: MSWEP: 3-hourly 0.25 global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data
  publication-title: Hydrology and Earth System Sciences
  doi: 10.5194/hess-21-589-2017
– ident: 10.1016/j.iswcr.2018.12.002_bib233
  doi: 10.1109/IGARSS.2016.7729150
– volume: 127
  start-page: 323
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib100
  article-title: Sediment yield and erosion rate estimation in the mountain catchments of the Camastra artificial reservoir (Southern Italy): A comparison between different empirical methods
  publication-title: Catena
  doi: 10.1016/j.catena.2014.11.021
– volume: 8
  start-page: 23
  year: 2001
  ident: 10.1016/j.iswcr.2018.12.002_bib101
  article-title: Precipitation estimations from geostationary orbit and prospects for METEOSAT second generation
  publication-title: Meteorological Applications
  doi: 10.1017/S1350482701001037
– year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib173
– volume: 78
  start-page: 2539
  year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib225
  article-title: Global precipitation: A 17-year monthly analysis based on gauge observations, satellite estimates, and numerical model outputs
  publication-title: Bulletin of the American Meteorological Society
  doi: 10.1175/1520-0477(1997)078<2539:GPAYMA>2.0.CO;2
– volume: 131
  start-page: 174
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib5
  article-title: Remote sensing and GIS to assess soil erosion with RUSLED and USPED at river basin scale in southern Italy
  publication-title: Catena
  doi: 10.1016/j.catena.2015.04.003
– volume: 19
  start-page: 1533
  year: 1998
  ident: 10.1016/j.iswcr.2018.12.002_bib68
  article-title: The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/014311698215333
– volume: 25
  start-page: 885
  issue: 3
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib176
  article-title: Combining TRMM and surface observations of precipitation: Technique and validation over South America
  publication-title: Weather and Forecasting
  doi: 10.1175/2010WAF2222325.1
– volume: 112
  start-page: 228
  issue: 3–4
  year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib194
  article-title: Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: An application model for Calabria (southern Italy)
  publication-title: Geomorphology
  doi: 10.1016/j.geomorph.2009.06.009
– year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib57
– volume: 139
  start-page: 232
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib36
  article-title: Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions
  publication-title: Catena
  doi: 10.1016/j.catena.2016.01.001
– volume: 3
  start-page: 209
  issue: 2
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib155
  article-title: Estimation of soil erosion risk within mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology
  publication-title: Geoscience Frontiers
  doi: 10.1016/j.gsf.2011.11.003
– volume: 13
  start-page: 727
  year: 1999
  ident: 10.1016/j.iswcr.2018.12.002_bib211
  article-title: A conceptual model of sediment transport: Application to the Avon River Basin in Western Australia
  publication-title: Hydrological Processes
  doi: 10.1002/(SICI)1099-1085(19990415)13:5<727::AID-HYP776>3.0.CO;2-D
– volume: 10
  start-page: 2540
  issue: 6
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib218
  article-title: Evaluation and comparison of daily rainfall from latest GPM and TRMM products over the Mekong River basin
  publication-title: IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing
  doi: 10.1109/JSTARS.2017.2672786
– volume: 1
  start-page: 110
  issue: 4
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib140
  article-title: Determination of cover-crop management factor (C) for selected sites in Imo Sate using remote sensing technique and GIS
  publication-title: Environment and Sustainability
– volume: 70
  start-page: 393
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib136
  article-title: Spectral reflectance methodology in comparison to traditional soil analysis
  publication-title: Soil Science Society of America Journal
  doi: 10.2136/sssaj2003.0285
– ident: 10.1016/j.iswcr.2018.12.002_bib150
– volume: 6
  start-page: 4600
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib15
  article-title: External validation of the ASTER GDEM2, GMTED2010 and CGIAR-CSI-SRTMv4.1 free access Digital Elevation Model (DEMs) in Tunisia and Algeria
  publication-title: Remote Sensing
  doi: 10.3390/rs6054600
– ident: 10.1016/j.iswcr.2018.12.002_bib226
– volume: 4
  start-page: 1452
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib98
  article-title: A comparison of soil texture distribution and soil moisture mapping of Chennai Coast using Landsat ETM+ and IKONOS data
  publication-title: Aquatic Procedia
  doi: 10.1016/j.aqpro.2015.02.188
– volume: 5
  start-page: 354
  issue: 2
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib25
  article-title: Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches
  publication-title: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  doi: 10.1109/JSTARS.2012.2194696
– volume: 55
  start-page: 13
  issue: 1
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib197
  article-title: State-of-the-art of elevation extraction from satellite SAR data
  publication-title: ISPRS Journal of Photogrammetry and Remote Sensing
  doi: 10.1016/S0924-2716(99)00039-8
– volume: 2013
  start-page: 1
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib105
  article-title: Capabilities of satellite-based precipitation to estimate the spatiotemporal variation of flood/drought class in Poyang Lake Basin
  publication-title: Advances in Meteorology
  doi: 10.1155/2013/901240
– volume: 4
  start-page: 1429
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib45
  article-title: Estimation of soil loss using USLE model for Kulham Watershed, Chattisgarh – A case study
  publication-title: Aquatic Procedia
  doi: 10.1016/j.aqpro.2015.02.185
– volume: 5
  start-page: 36
  issue: 9
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib80
  article-title: Review of soil erosion assessment using RUSLE model and GIS
  publication-title: Journal of Biology, Agriculture and Healthcare
– volume: 17
  start-page: 1379
  issue: 5
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib186
  article-title: Soil erosion and significance for carbon fluxes in a mountainous Mediterranean-climate watershed
  publication-title: Ecological Applications
  doi: 10.1890/06-0615.1
– volume: 35
  start-page: 441
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib47
  article-title: NDVI time series for monitoring RUSLE cover management factor in a tropical watershed
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/01431161.2013.871081
– volume: 34
  start-page: 1994
  year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib42
  article-title: The implications of data selection for regional erosion and sediment yield modelling
  publication-title: Earth Surface Processes and Landforms
  doi: 10.1002/esp.1884
– volume: 56
  start-page: 65
  year: 2001
  ident: 10.1016/j.iswcr.2018.12.002_bib215
  article-title: Spatial prediction and uncertainty assessment of topographic factor for revised universal soil loss equation using digital elevation models
  publication-title: ISPRS Journal of Photogrammetry & Remote Sensing
  doi: 10.1016/S0924-2716(01)00035-1
– volume: 4
  start-page: 588
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib148
  article-title: Integrated approach of universal soil loss equation (USLE) and geographical Information System (GIS) for soil loss risk assessment in upper south Koel basin, Jharkand
  publication-title: Journal of Geographic Information System
  doi: 10.4236/jgis.2012.46061
– ident: 10.1016/j.iswcr.2018.12.002_bib24
  doi: 10.1109/IGARSS.2004.1370101
– year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib175
  article-title: Soil erodibility factor
– volume: 74
  start-page: 47
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib60
  article-title: Assessment of USLE cover-management C-factor for 40 crop rotation system on arable farms in the Kemmelbeek watershed, Belgium
  publication-title: Soil Tillage Research
  doi: 10.1016/S0167-1987(03)00092-8
– volume: 426–427
  start-page: 28
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib104
  article-title: Suitability of the TRMM satellite rainfalls in driving a distributed hydrological model for water balance computations in Xinjiang catchment, Poyang lake basin
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2012.01.013
– volume: 31
  start-page: 1078
  issue: 10
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib135
  article-title: Effect of slope steepness parameter computations on soil loss estimation: Review of methods using GIS
  publication-title: Geocarto International
  doi: 10.1080/10106049.2015.1120349
– volume: 57
  start-page: 167
  year: 1996
  ident: 10.1016/j.iswcr.2018.12.002_bib203
  article-title: Mapping land surface emissivity from NDVI. Application to European, African and South American areas
  publication-title: Remote Sensing of Environment
  doi: 10.1016/0034-4257(96)00039-9
– start-page: 1
  year: 2018
  ident: 10.1016/j.iswcr.2018.12.002_bib170
  article-title: Spatial variability analysis of soil properties of Tinsukia District, Assam, India
  publication-title: Agricultural Research
– start-page: 155
  year: 1983
  ident: 10.1016/j.iswcr.2018.12.002_bib164
  article-title: Soil conservation: Principles of erosion by water
– year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib65
– year: 1980
  ident: 10.1016/j.iswcr.2018.12.002_bib85
– volume: 57
  start-page: 337
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib73
  article-title: Comparison and validation of the recent freely available ASTER-GDEMver1, SRTM ver4.1 and GEODATE DEM-9S ver3 digital elevation models over Australia
  publication-title: Australian Journal of Earth Sciences
  doi: 10.1080/08120091003677553
– volume: 83
  start-page: 498
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib63
  article-title: Mapping and uncertainty of predictions based on multiple primary variables from joint co-simulation with Landsat TM image and polynomial regression
  publication-title: Remote Sensing of Environment
  doi: 10.1016/S0034-4257(02)00066-4
– volume: 21
  start-page: 941
  issue: 6
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib102
  article-title: Assessment of soil erosion and sediment yield in Liao Watershed, Jiangxi Province, China, using USLE, GIS, and RS
  publication-title: Journal of Earth Science
  doi: 10.1007/s12583-010-0147-4
– volume: 65
  start-page: 2
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib212
  article-title: Satellite remote sensing for water erosion assessment: A review
  publication-title: Catena
  doi: 10.1016/j.catena.2005.10.005
– volume: 47
  start-page: 203
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib199
  article-title: Application of fuzzy logic-based modelling to improve the performance of the Revised Universal Soil Loss Equation
  publication-title: Catena
  doi: 10.1016/S0341-8162(01)00183-7
– volume: 30
  start-page: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib195
  article-title: Assessment of soil erosion in atropical mountain river basin of the southern Western Ghats, India using RUSLE and GIS
  publication-title: Geoscience Frontiers
– year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib30
  article-title: GIS-assisted modelling of soil erosion in a South African catchment: evaluating the USLE and SLEMSA approach
– volume: 62
  start-page: 309
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib38
  article-title: Estimation of vegetation parameter for modelling soil erosion using linear spectral mixture analysis of Landsat ETM data
  publication-title: ISPRS Journal of Photogrammetry & Remote Sensing
  doi: 10.1016/j.isprsjprs.2007.05.013
– volume: 10
  start-page: 199
  issue: 2
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib162
  article-title: Is there a close association between ‘soils' and ‘vegetation’? A case study from central western New South Wales
  publication-title: Cunninghamia
– volume: 208
  start-page: 37
  issue: 1–2
  year: 1998
  ident: 10.1016/j.iswcr.2018.12.002_bib179
  article-title: Real-time estimation of rainfall fields using radar rainfall and rain gage data
  publication-title: Journal of Hydrology
  doi: 10.1016/S0022-1694(98)00141-3
– volume: 145
  start-page: 246
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib138
  article-title: Simulation of field-measured soil loss in Mediterranean hilly areas (Chianti, Italy) with RUSLE
  publication-title: Catena
  doi: 10.1016/j.catena.2016.06.018
– volume: 5
  start-page: 487
  year: 2004
  ident: 10.1016/j.iswcr.2018.12.002_bib88
  article-title: CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
  publication-title: Journal of Hydrometeorology
  doi: 10.1175/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2
– volume: 21
  start-page: 1885
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib169
  article-title: Modelling soil erosion rates in the Ethiopian highlands by integration of high resolution MOMS-02/D2-stereo-data in a GIS
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/014311600209797
– volume: 54
  start-page: 2437
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib234
  article-title: A new procedure to estimate the rainfall erosivity factor based on Tropical Rainfall Measuring Mission (TRMM) data
  publication-title: Science China: Technological Sciences
  doi: 10.1007/s11431-011-4468-z
– year: 1978
  ident: 10.1016/j.iswcr.2018.12.002_bib222
– volume: 2
  start-page: 1941
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib37
  article-title: Erosion relevant topographical parameters derived from different DEMs – a comparative study from the Indian Lesser Himalayas
  publication-title: Remote Sensing
  doi: 10.3390/rs2081941
– volume: 162
  start-page: 119
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib227
  article-title: A new satellite-based monthly precipitation downscaling algorithm with non-stationary relationship between precipitation and land surface characteristics
  publication-title: Remote Sensing of Environment
  doi: 10.1016/j.rse.2015.02.024
– volume: 1
  start-page: 28
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib49
  article-title: Comparison of empirical models to estimate soil erosion and sediment yield in macro catchments
  publication-title: Eurasian Journal of Soil Science
– volume: 55
  start-page: 391
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib70
  article-title: Grazing gradient detection with airborne imaging spectroscopy on a semi-arid rangeland
  publication-title: Journal of Arid Environments
  doi: 10.1016/S0140-1963(02)00253-7
– year: 1991
  ident: 10.1016/j.iswcr.2018.12.002_bib141
– volume: 48
  start-page: 38
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib146
  article-title: Estimating the soil erosion cover-management factor at the European scale
  publication-title: Land Use Policy
  doi: 10.1016/j.landusepol.2015.05.021
– volume: 77
  start-page: 363
  issue: 4
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib157
  article-title: A genetic programming approach to estimate vegetation cover in the context of soil erosion assessment
  publication-title: Photogrammetric Engineering & Remote Sensing
  doi: 10.14358/PERS.77.4.363
– volume: 8
  start-page: 1
  issue: 317
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib217
  article-title: Assessment of hillslope and gully erosion in the Mushi River sub-catchment, Northeast China
  publication-title: Sustainability
– volume: 4
  start-page: 1147
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib2
  article-title: The version-2 global precipitation climatology project (GPCP) monthly precipitation analysis (1979-present)
  publication-title: Journal of Hydrometeorology
  doi: 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2
– volume: 7
  start-page: 11202
  issue: 9
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib189
  article-title: SRTM DEM correction in vegetated mountain areas through the integration of spaceborne LiDAR, airborne LiDAR, and optical imagery
  publication-title: Remote Sensing
  doi: 10.3390/rs70911202
– volume: 116
  start-page: 1
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib4
  article-title: Evaluation of satellite-retrieved extreme precipitation rates across the central United States
  publication-title: Journal of Geophysical Research
  doi: 10.1029/2010JD014741
– volume: 49
  start-page: 215
  issue: 3
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib39
  article-title: Predicting soil erosion using RUSLE and NDVI time series from TM Landsat 5
  publication-title: Pesquisa Agropecuara
  doi: 10.1590/S0100-204X2014000300008
– volume: 74
  start-page: 557
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib72
  article-title: Mapping complex patterns of erosion and stability in dry Mediterranean ecosystems
  publication-title: Remote Sensing of Environment
  doi: 10.1016/S0034-4257(00)00146-2
– year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib201
– volume: 115
  start-page: 1
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib184
  article-title: Performance of high-resolution satellite precipitation products over China
  publication-title: Journal of Geophysical Research
  doi: 10.1029/2009JD012097
– volume: 27
  start-page: 147
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib147
  article-title: Seasonal monitoring of soil erosion at regional scale: An application of the G2 model in Crete focusing on agricultural land uses
  publication-title: International Journal of Applied Earth Observation and Geoinfromation
  doi: 10.1016/j.jag.2013.09.012
– volume: 9
  start-page: 1
  issue: 1121
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib83
  article-title: Combining estimation of green vegetation fraction in an arid region from Landsat 7 ETM+ data
  publication-title: Remote Sensing
– volume: 54
  start-page: 462
  issue: 2
  year: 1999
  ident: 10.1016/j.iswcr.2018.12.002_bib198
  article-title: RUSLE for mining, construction and reclamation lands
  publication-title: Journal of Soil and Water Conservation
– volume: 125
  start-page: 50
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib224
  article-title: An assessment of erosivity distribution and its influence on the effectiveness of land use conservation for reducing soil erosion in Jiangxi, China
  publication-title: Catena
  doi: 10.1016/j.catena.2014.10.016
– start-page: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib209
  article-title: Effect of cover management factor in quantification of soil loss: Case study of Sungai Akah sub-watershed, Baram River basin Sarawak, Malaysia
  publication-title: Geocarto International
– volume: 23
  start-page: 3939
  issue: 19
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib14
  article-title: Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: Comparing multispectral and hyperspectral observations
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/01431160110115960
– volume: 34
  start-page: 32
  issue: 1
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib10
  article-title: Assessment of methods for predicting soil erodibility in soil loss modeling
  publication-title: Geosciences
– volume: 12
  start-page: 519
  year: 2001
  ident: 10.1016/j.iswcr.2018.12.002_bib99
  article-title: Soil degradation by erosion
  publication-title: Land Degradation & Development
  doi: 10.1002/ldr.472
– volume: 18
  start-page: 4871
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib223
  article-title: Comparison of rainfall estimations by TRMM 3B42, MPEG and CFSR with ground-observed data for the Lake Tana basin in Ethiopia
  publication-title: Hydrology and Earth System Sciences
  doi: 10.5194/hess-18-4871-2014
– volume: 57
  start-page: 825
  year: 1993
  ident: 10.1016/j.iswcr.2018.12.002_bib172
  article-title: Error assessment in the universal soil loss equation
  publication-title: Soil Science Society of American Journal
  doi: 10.2136/sssaj1993.03615995005700030032x
– volume: 2
  start-page: 36
  year: 2001
  ident: 10.1016/j.iswcr.2018.12.002_bib75
  article-title: Global precipitation at one-degree daily resolution from multisatellite observations
  publication-title: Journal of Hydrometeorology
  doi: 10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
– ident: 10.1016/j.iswcr.2018.12.002_bib71
– year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib108
– volume: 22
  start-page: 159
  year: 2008
  ident: 10.1016/j.iswcr.2018.12.002_bib144
  article-title: Integrating Geostatistics and GIS for assessment of erosion risk on low density Quercus suber woodlands of South Portugal
  publication-title: Arid Land Research and Management
  doi: 10.1080/15324980801958000
– year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib67
  article-title: Fusion of soil and remote sensing data to model soil properties
  doi: 10.1016/bs.agron.2014.12.004
– volume: 68
  start-page: 143
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib109
  article-title: Soil erosion prediction and sediment yield estimation: The Taiwan experience
  publication-title: Soil & Tillage Research
  doi: 10.1016/S0167-1987(02)00114-9
– volume: 250
  start-page: 12
  year: 2001
  ident: 10.1016/j.iswcr.2018.12.002_bib112
  article-title: A new procedure to estimate the RUSLE EI30 index, based on monthly rainfall data and applied to the Algarve region, Portugal
  publication-title: Journal of Hydrology
  doi: 10.1016/S0022-1694(01)00387-0
– volume: 4
  start-page: 1452
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib208
  article-title: A comparison of soil texture distribution and soil moisture mapping of Chennai Coast using Landsat ETM+ and IKONOS data
  publication-title: Aquatic Procedia
  doi: 10.1016/j.aqpro.2015.02.188
– volume: 175–176
  start-page: 98
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib174
  article-title: Methodology for estimating the topographic factor LS of RUSLE3D and USPED using GIS
  publication-title: Geomorphology
  doi: 10.1016/j.geomorph.2012.07.001
– volume: 12
  start-page: 201
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib122
  article-title: Estimating vegetation parameter for soil erosion assessment in an alpine catchment by means of QuickBird imagery
  publication-title: International Journal of Applied Earth Observation and Geoinformation
  doi: 10.1016/j.jag.2010.02.009
– volume: 360
  start-page: 207
  year: 2008
  ident: 10.1016/j.iswcr.2018.12.002_bib33
  article-title: Daily hydrological modelling in the Amazon basin using TRMM rainfall estimates
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2008.07.032
– volume: 6
  start-page: 1
  issue: 1
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib61
  article-title: Erosion risk assessment for prioritization of conservation measures in Geleda watershed, Blue Nile basin, Ethiopia
  publication-title: Environmental Systems Research
  doi: 10.1186/s40068-016-0078-x
– volume: 18
  start-page: 761
  issue: 8–9
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib120
  article-title: A review of erosion and sediment transport models
  publication-title: Environmental Modelling & Software
  doi: 10.1016/S1364-8152(03)00078-1
– ident: 10.1016/j.iswcr.2018.12.002_bib160
– volume: 39
  start-page: 2007
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib1
  article-title: Tropical rainfall distributions determined using TRMM combined with other satellite and rain gauge information
  publication-title: Journal of Applied Meteorology
  doi: 10.1175/1520-0450(2001)040<2007:TRDDUT>2.0.CO;2
– volume: 69
  start-page: 889
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib214
  article-title: Mapping multiple variables for predicting soil loss by geostatistical methods with TM images and a slope map
  publication-title: Photogrammetric Engineering and Remote Sensing
  doi: 10.14358/PERS.69.8.889
– start-page: 22
  year: 1977
  ident: 10.1016/j.iswcr.2018.12.002_bib50
– volume: 6
  start-page: 383
  issue: 2
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib54
  article-title: Spatial variability of soil properties and soil erodibility in the Alqueva reservoir watershed
  publication-title: Solid Earth
  doi: 10.5194/se-6-383-2015
– volume: 60
  start-page: 47
  issue: 1
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib130
  article-title: Aerial photography: A rapidly evolving tool for ecological management
  publication-title: BioScience
  doi: 10.1525/bio.2010.60.1.9
– volume: 53
  start-page: 65
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib149
  article-title: Spatial uncertainty analysis for mapping soil erodibility based on joint sequential simulation
  publication-title: Catena
  doi: 10.1016/S0341-8162(02)00198-4
– volume: 7
  start-page: 979
  issue: 3
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib21
  article-title: Spatial variability of some soil properties varies in oil palm (Elaeis guineensis Jacq.) plantations of west coastal area of India
  publication-title: Solid Earth
  doi: 10.5194/se-7-979-2016
– volume: 4
  start-page: 199
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib139
  article-title: Assessment of sediment yield using RS and GIS at two sub-basins of Dez Watershed, Iran
  publication-title: International Soil and Water Conservation Research
  doi: 10.1016/j.iswcr.2016.06.001
– volume: 36
  start-page: 128
  issue: 3
  year: 1981
  ident: 10.1016/j.iswcr.2018.12.002_bib84
  article-title: Remote sensing applications for resource management
  publication-title: Journal of Soil and Water Conservation
– ident: 10.1016/j.iswcr.2018.12.002_bib119
– volume: 87
  start-page: 216
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib188
  article-title: A practical method for SRTM DEM correction over vegetated mountain areas
  publication-title: ISPRS Journal of Photogrammetry and Remote Sensing
  doi: 10.1016/j.isprsjprs.2013.11.009
– volume: 220
  start-page: 1724
  year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib161
  article-title: Soil erosion hazard evaluation: An integrated use of remote sensing, GIS and statistical approaches with biophysical parameters towards management strategies
  publication-title: Ecological Modelling
  doi: 10.1016/j.ecolmodel.2009.04.004
– volume: 182
  start-page: 49
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib142
  article-title: A multi-sensor approach towards a global vegetation corrected SRTM DEM product
  publication-title: Remote Sensing of Environment
  doi: 10.1016/j.rse.2016.04.018
– volume: 7
  start-page: 38
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib190
  article-title: Land use/land cover factor values and accuracy assessment using a GIS and remote sensing in the cased of the Quashay watershed in northwestern Ethiopia
  publication-title: Journal of Natural Resources and Development
  doi: 10.5027/jnrd.v7i0.05
– volume: 46
  start-page: 34
  year: 1991
  ident: 10.1016/j.iswcr.2018.12.002_bib97
  article-title: A generation of erosion prediction technology’
  publication-title: Journal of Soil and Water Conservation
– volume: 15
  start-page: 577
  issue: 6
  year: 2000
  ident: 10.1016/j.iswcr.2018.12.002_bib207
  article-title: Evaluating the effects of changes in landscape structure on soil erosion by water and tillage
  publication-title: Landscape Ecology
  doi: 10.1023/A:1008198215674
– volume: 49
  start-page: 213
  issue: 3
  year: 1994
  ident: 10.1016/j.iswcr.2018.12.002_bib167
  article-title: RUSLE revisited: Status, questions, answers, and future
  publication-title: Journal of Soil and Water Conservation
– volume: 29
  start-page: 915
  issue: 8
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib117
  article-title: Risk assessment of soil erosion in semi-arid mountainous watershed in Saudi Arabia by RUSLE model coupled with remote sensing and GIS
  publication-title: Geocarto International
  doi: 10.1080/10106049.2013.868044
– volume: 45
  start-page: 765
  issue: 3
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib124
  article-title: Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
  doi: 10.1109/TGRS.2006.888466
– volume: 9
  start-page: 100
  year: 2018
  ident: 10.1016/j.iswcr.2018.12.002_bib182
  article-title: Developments in the remote sensing of soil erosion in the perspective of sub-Saharan Africa. Implications on future food security and biodiversity
  publication-title: Remote Sensing Applications: Society and Environment
  doi: 10.1016/j.rsase.2017.12.002
– ident: 10.1016/j.iswcr.2018.12.002_bib204
– volume: 19
  start-page: 851
  year: 2005
  ident: 10.1016/j.iswcr.2018.12.002_bib93
  article-title: Why the universal soil loss equation and the revised version of it do not predict event erosion well
  publication-title: Hydrological Processes
  doi: 10.1002/hyp.5816
– volume: 6
  start-page: 11649
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib159
  article-title: Evaluation of satellite rainfall estimates over the Chinese Mainland
  publication-title: Remote Sensing
  doi: 10.3390/rs61111649
– volume: 2016
  start-page: 1
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib16
  article-title: Soil erosion estimation using remote sensing techniques in Wadi Yalamlam Basin, Saudi Arabia
  publication-title: Advances in Materials Science and Engineering
  doi: 10.1155/2016/9585962
– year: 1981
  ident: 10.1016/j.iswcr.2018.12.002_bib219
– volume: 385
  start-page: 51
  issue: 1–4
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib103
  article-title: An improved statistical approach to merge satellite rainfall estimates and raingauge data
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2010.01.023
– volume: 21
  start-page: 835
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib178
  article-title: Assessing the USLE crop and management factor C for soil erosion modelling in a large, mountainous watershed in central China
  publication-title: Journal of Earth Science
  doi: 10.1007/s12583-010-0135-8
– volume: 51
  start-page: 427
  issue: 5
  year: 1996
  ident: 10.1016/j.iswcr.2018.12.002_bib44
  article-title: A GIS procedure for automatically calculating the USLE LS factor on topographically complex landscape units
  publication-title: Journal of Soil and Water Conservation
– volume: 110
  start-page: 105
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib6
  article-title: Composición y diversidad del matorral desértico rosetófilo en dos tipos de suelo en el noreste de México
  publication-title: Acta Botánica Mexicana
  doi: 10.21829/abm110.2015.187
– volume: 20
  start-page: 467
  issue: 2
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib154
  article-title: Digital elevation model validation with no ground control: Applications to the topodata DEM in Brazil
  publication-title: Boletin de Ciências Geodésicas
  doi: 10.1590/S1982-21702014000200027
– volume: 13
  start-page: 67
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib92
  article-title: Intercomparison of high-resolution precipitation products over northwest Europe
  publication-title: Journal of Hydrometeorology
  doi: 10.1175/JHM-D-11-042.1
– volume: 342
  start-page: 380
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib156
  article-title: Precipitation retrieval from space: An overview
  publication-title: Geoscience
  doi: 10.1016/j.crte.2010.01.004
– volume: 9
  start-page: 13
  issue: 1
  year: 1995
  ident: 10.1016/j.iswcr.2018.12.002_bib232
  article-title: The rainfall erosivity index in Fujian Province
  publication-title: Journal of Soil and Water Conservation
– volume: 222
  start-page: 93
  year: 1999
  ident: 10.1016/j.iswcr.2018.12.002_bib66
  article-title: Optimal areal rainfall estimation using rain gauges and satellite data
  publication-title: Journal of Hydrology
  doi: 10.1016/S0022-1694(99)00092-X
– volume: 395
  start-page: 235
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib213
  article-title: Satellite-based estimation of rainfall erosivity for Africa
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2010.10.035
– volume: 18
  start-page: 334
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib91
  article-title: Global precipitation measurement
  publication-title: Meteorological Applications
  doi: 10.1002/met.284
– volume: 19
  start-page: 912
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib8
  article-title: Four decades of progress in monitoring and modelling of processes in the soil-plant atmosphere system: Applications and challenges
  publication-title: Procedia Environmental Sciences
  doi: 10.1016/j.proenv.2013.06.101
– volume: 34
  year: 1977
  ident: 10.1016/j.iswcr.2018.12.002_bib11
  article-title: Methodology used to determine the maximum potential average annual soil loss due to sheet and rill erosion in Morocco
– year: 1989
  ident: 10.1016/j.iswcr.2018.12.002_bib13
– volume: 43
  start-page: 1059
  year: 2005
  ident: 10.1016/j.iswcr.2018.12.002_bib200
  article-title: Toward improved characterization of remotely sensed precipitation regimes with MODIS/AMSR-E blended data techniques
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
  doi: 10.1109/TGRS.2004.841627
– start-page: 105
  year: 1978
  ident: 10.1016/j.iswcr.2018.12.002_bib28
– year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib77
– volume: 45
  start-page: 2259
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib95
  article-title: Global precipitation map using satellite-borne microwave radiometers by the GSMaP project: Production and validation
  publication-title: IEEE Transactions on Geoscience and Remote Sensing
  doi: 10.1109/TGRS.2007.895337
– volume: 38
  start-page: 109
  year: 1999
  ident: 10.1016/j.iswcr.2018.12.002_bib125
  article-title: Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed
  publication-title: Catena
  doi: 10.1016/S0341-8162(99)00067-3
– volume: 7
  start-page: 304
  issue: 6
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib52
  article-title: The estimation of erosion and sediment by using the RUSLE model, RS and GIS techniques (Case study: Arid and semi-arid regions of Doviraj, IIam province, Iran)
  publication-title: International Journal of Agriculture and Crop Sciences
– volume: 121
  start-page: 248
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib116
  article-title: Spatial and temporal variation in rainfall erosivity in a Himalayan watershed
  publication-title: Catena
  doi: 10.1016/j.catena.2014.05.017
– volume: 83
  start-page: 87
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib231
  article-title: Stratified vegetation cover index: A new way to assess vegetation impact on soil erosion
  publication-title: Catena
  doi: 10.1016/j.catena.2010.07.006
– year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib165
– volume: 11
  start-page: 28
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib143
  article-title: Soil loss estimation using RUSLE model, GIS and remote sensing techniques: A case study from the Dembecha watershed, northwestern Ethiopia
  publication-title: Geoderma Regional
  doi: 10.1016/j.geodrs.2017.06.003
– ident: 10.1016/j.iswcr.2018.12.002_bib206
– volume: 8
  start-page: 16
  issue: 4
  year: 1993
  ident: 10.1016/j.iswcr.2018.12.002_bib32
  article-title: Preliminary study on algorithm formula of vegetative factor for undisturbed areas in remote sensing monitoring soil loss
  publication-title: Remote Sensing Technology and Application
– volume: 5
  start-page: 85
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib191
  article-title: Land use and land cover changes and soil erosion in Yezat watershed, north western Ethiopia
  publication-title: International Soil and Water Conservation Research
  doi: 10.1016/j.iswcr.2017.05.004
– volume: 16
  start-page: 158
  issue: 3
  year: 1999
  ident: 10.1016/j.iswcr.2018.12.002_bib185
  article-title: Application of empirical soil loss models in southern Africa: A review’
  publication-title: South African Journal of Plant and Soil
  doi: 10.1080/02571862.1999.10635003
– volume: 71
  start-page: 4965
  issue: 12
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib82
  article-title: Catchment scale geostatistical simulation and uncertainty of soil erodibility using sequential Gaussian simulation
  publication-title: Environmental Earth Sciences
  doi: 10.1007/s12665-013-2887-9
– volume: 48
  start-page: 119
  year: 1994
  ident: 10.1016/j.iswcr.2018.12.002_bib158
  article-title: Modified soil adjusted vegetation index (MSAVI)
  publication-title: Remote Sensing of Environment
  doi: 10.1016/0034-4257(94)90134-1
– volume: 47
  start-page: 403
  issue: 3
  year: 1994
  ident: 10.1016/j.iswcr.2018.12.002_bib29
  article-title: Nonlinear spectral mixing models for vegetative and soil surfaces
  publication-title: Remote Sensing of Environment
  doi: 10.1016/0034-4257(94)90107-4
– volume: 28
  start-page: 94
  year: 1974
  ident: 10.1016/j.iswcr.2018.12.002_bib131
  article-title: Estimating regional variations in soil erosion hazard in Peninsular Malaysia
  publication-title: Malaysian Naturalist Journal
– volume: 54
  start-page: 67
  issue: 1
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib53
  article-title: Seasonality of soil erosion under Mediterranean conditions at the Alqueva dam watershed
  publication-title: Environmental Management
  doi: 10.1007/s00267-014-0281-3
– ident: 10.1016/j.iswcr.2018.12.002_bib221
– volume: 21
  start-page: 1635
  issue: 10
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib23
  article-title: Estimation of soil erosion and sediment yield using GIS at catchment scale’
  publication-title: Water Resources Management
  doi: 10.1007/s11269-006-9118-z
– volume: 62
  start-page: 1667
  issue: 6
  year: 1998
  ident: 10.1016/j.iswcr.2018.12.002_bib94
  article-title: USLE-M: Empirical modeling rainfall erosion through runoff and sediment concentration
  publication-title: Soil Science Society of America Journal
  doi: 10.2136/sssaj1998.03615995006200060026x
– volume: 4
  start-page: 126
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib62
  article-title: Soil loss estimation using GIS and remote sensing techniques: A case of Koga watershed, northwestern Ethiopia
  publication-title: International Soil and Water Conservation Research
  doi: 10.1016/j.iswcr.2016.01.002
– volume: 4
  start-page: 2619
  year: 2012
  ident: 10.1016/j.iswcr.2018.12.002_bib86
  article-title: Remote sensing of fractional green vegetation cover using spatially-interpolated endmembers
  publication-title: Remote Sensing
  doi: 10.3390/rs4092619
– volume: 60
  start-page: 1179
  issue: 6
  year: 2009
  ident: 10.1016/j.iswcr.2018.12.002_bib17
  article-title: Conditional simulation of USLE/RUSLE soil erodibility factor by geostatistics in a Mediterranean catchment, Turkey
  publication-title: Environmental Earth Sciences
  doi: 10.1007/s12665-009-0259-2
– volume: 45
  start-page: 2018
  issue: 15
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib145
  article-title: Spatial variability of durum wheat yield as related to soil parameters in an organic field
  publication-title: Communications in Soil Science and Plant Analysis
  doi: 10.1080/00103624.2014.919311
– volume: 387
  start-page: 119
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib46
  article-title: MedREM, a rainfall erosivity model for the Mediterranean region
  publication-title: Journal of Hydrology
  doi: 10.1016/j.jhydrol.2010.04.003
– volume: 5
  start-page: 1247
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib51
  article-title: Spatial estimation of soil erosion risk using RUSLE approach, RS, and GIS techniques: A case study of Kufranja Watershed, Northern Jordan
  publication-title: Journal of Water Resource and Protection
  doi: 10.4236/jwarp.2013.512134
– volume: 30
  start-page: 467
  issue: 4
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib55
  article-title: Causes and consequences of error in digital elevation models
  publication-title: Progress in Physical Geography
  doi: 10.1191/0309133306pp492ra
– volume: 210
  start-page: 229
  year: 2018
  ident: 10.1016/j.iswcr.2018.12.002_bib152
  article-title: A method for combining SRTM DEM and ASTER GDEM2 to improve topography estimation in regions without reference data
  publication-title: Remote Sensing of Environment
  doi: 10.1016/j.rse.2018.03.026
– volume: 23
  start-page: 3649
  issue: 18
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib216
  article-title: Improvement in mapping vegetation cover factor for the universal soil loss equation by geostatistical methods with Landsat Thematic Mapper images
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/01431160110114538
– year: 1994
  ident: 10.1016/j.iswcr.2018.12.002_bib40
– volume: 28
  start-page: 823
  issue: 5
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib113
  article-title: A survey of image classification methods and techniques for improving classification performance
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/01431160600746456
– volume: 50
  start-page: 1294
  year: 1986
  ident: 10.1016/j.iswcr.2018.12.002_bib129
– start-page: 127
  year: 1980
  ident: 10.1016/j.iswcr.2018.12.002_bib12
  article-title: An approximation of the rainfall factor in the Universal Soil Loss Equation
– volume: 9
  start-page: 1
  issue: 1134
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib193
  article-title: Improving rainfall erosivity estimates using merged TRMM and gauge data
  publication-title: Remote Sensing
– volume: 12
  start-page: 1
  issue: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib56
  article-title: High resolution mapping of soil properties using remote sensing variables in south western Burkina Faso: A comparison of machine learning and multiple linear regression models
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0170478
– start-page: 228
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib127
  article-title: GIS-based soil erosion modelling
– ident: 10.1016/j.iswcr.2018.12.002_bib22
  doi: 10.5194/hess-2018-68
– start-page: 137
  year: 2011
  ident: 10.1016/j.iswcr.2018.12.002_bib168
  article-title: Universal soil loss equation and revised universal soil loss equation
– volume: 20
  start-page: 1100
  year: 1977
  ident: 10.1016/j.iswcr.2018.12.002_bib220
  article-title: Sediment yield prediction based on watershed hydrology
  publication-title: Transactions of American Society of Agricultural Engineers
  doi: 10.13031/2013.35710
– volume: 19
  start-page: 2025
  year: 1998
  ident: 10.1016/j.iswcr.2018.12.002_bib34
  article-title: Synergy in remote sensing-what’s in a pixel?
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/014311698214848
– volume: 36
  start-page: 1176
  year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib74
  article-title: Precipitation estimation from remotely sensed information using artificial neural networks
  publication-title: Journal of Applied Meteorology
  doi: 10.1175/1520-0450(1997)036<1176:PEFRSI>2.0.CO;2
– volume: 16
  start-page: 73
  issue: 1
  year: 2005
  ident: 10.1016/j.iswcr.2018.12.002_bib58
  article-title: Assessment of soil erosion at large watershed scale using RUSLE and GIS: A case study in the Loess Plateau of China
  publication-title: Land Degradation & Development
  doi: 10.1002/ldr.646
– start-page: 187
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib137
  article-title: Remote sensing and GIScience in geomorphological mapping
– volume: 49
  start-page: 5276
  issue: 9
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib18
  article-title: SRTM vegetation removal and hydrodynamic modeling accuracy
  publication-title: Water Resources Research
  doi: 10.1002/wrcr.20412
– volume: 91
  start-page: 1015
  issue: 8
  year: 2010
  ident: 10.1016/j.iswcr.2018.12.002_bib177
  article-title: The NCEP climate forecast system reanalysis
  publication-title: Bulletin of the American Meteorological Society
  doi: 10.1175/2010BAMS3001.1
– volume: 46
  start-page: 30
  year: 1991
  ident: 10.1016/j.iswcr.2018.12.002_bib166
  article-title: RUSLE: Revised universal soil loss equation
  publication-title: Journal of Soil and Water Conservation
– volume: 23
  start-page: 938
  year: 1980
  ident: 10.1016/j.iswcr.2018.12.002_bib19
  article-title: ANSWERS – a model for watershed planning
  publication-title: Transactions of American Society of Agricultural Engineers
  doi: 10.13031/2013.34692
– volume: 6
  start-page: 16
  issue: 2
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib69
  article-title: Spatial variability modelling of soil erodibility index in relation to some soil properties at field scale
  publication-title: Environment and Natural Resources Research
  doi: 10.5539/enrr.v6n2p16
– volume: 68
  start-page: 73
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib27
  article-title: Soil erosion science: Reflections on the limitations of current approaches
  publication-title: Catena
  doi: 10.1016/j.catena.2006.03.007
– volume: 132
  start-page: 102
  issue: 1
  year: 2006
  ident: 10.1016/j.iswcr.2018.12.002_bib31
  article-title: In field soil characterization: Approach based on texture image analysis
  publication-title: Journal of Geotechnical and Geoenvironmental Engineering
  doi: 10.1061/(ASCE)1090-0241(2006)132:1(102)
– volume: 19
  start-page: 44
  issue: 1
  year: 2002
  ident: 10.1016/j.iswcr.2018.12.002_bib90
  article-title: Spectral unmixing
  publication-title: IEEE Signal Processing Magazine
  doi: 10.1109/79.974727
– ident: 10.1016/j.iswcr.2018.12.002_bib205
– volume: 31
  start-page: 1
  issue: 1–2
  year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib196
  article-title: Predictability and uncertainty of the soil erodibility factor using global dataset
  publication-title: Catena
  doi: 10.1016/S0341-8162(97)00036-2
– volume: 10
  start-page: 4567
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib89
  article-title: Integration of remote sensing, RUSLE and GIS to model potential soil loss and sediment yield (SY)
  publication-title: Hydrology and Earth System Sciences
  doi: 10.5194/hessd-10-4567-2013
– volume: 5
  start-page: 221
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib192
  article-title: Estimating landscape susceptibility to soil erosion using GIS-based approach in Northern Ethiopia
  publication-title: International Soil and Water Conservation Research
  doi: 10.1016/j.iswcr.2017.05.002
– volume: 76
  start-page: 883
  issue: 3
  year: 2003
  ident: 10.1016/j.iswcr.2018.12.002_bib115
  article-title: Prediction of soil erosion in a Lake Victoria basin catchment using a GIS-based Universal Soil Loss model
  publication-title: Agricultural Systems
  doi: 10.1016/S0308-521X(02)00012-4
– volume: 213
  start-page: 312
  year: 2014
  ident: 10.1016/j.iswcr.2018.12.002_bib118
  article-title: An evaluation of digital elevation models (DEMs) for delineating land components
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2013.08.023
– volume: 9
  start-page: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib110
  article-title: A comparison method to determine the regional vegetation cover factor from standard plots based on large sample theory and TM images: A case study in the eastern farming-pasture ecotone of northern China
  publication-title: Remote Sensing
  doi: 10.3390/rs9101035
– volume: 28
  start-page: 3813
  issue: 17
  year: 2007
  ident: 10.1016/j.iswcr.2018.12.002_bib43
  article-title: Quantification of tropical soil attributes from ETN+/Landsat-7 data
  publication-title: International Journal of Remote Sensing
  doi: 10.1080/01431160601121469
– year: 2008
  ident: 10.1016/j.iswcr.2018.12.002_bib26
– volume: 15
  start-page: 499
  year: 2004
  ident: 10.1016/j.iswcr.2018.12.002_bib114
  article-title: Mapping soil erosion risk in Rondônia, Brazilian Amazonia: Using RUSLE, remote sensing and GIS
  publication-title: Land Degradation & Development
  doi: 10.1002/ldr.634
– volume: 40
  start-page: 1
  year: 2016
  ident: 10.1016/j.iswcr.2018.12.002_bib133
  article-title: Assessment of digital elevation model for digital soil mapping in a watershed with gently undulating topography
  publication-title: Revista Brasileira de Ciência do Solo
  doi: 10.1590/18069657rbcs20150022
– volume: 35
  start-page: 1191
  year: 1997
  ident: 10.1016/j.iswcr.2018.12.002_bib229
  article-title: Towards a framework for runoff and soil loss prediction using GUEST technology
  publication-title: Australian Journal of Soil Research
  doi: 10.1071/S97002
– volume: 63
  start-page: 1489
  issue: 11
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib171
  article-title: Characterizing spatial variability of soil properties in alluvial soils of India using geostatistics and geographical information system
  publication-title: Archives of Agronomy and Soil Science
  doi: 10.1080/03650340.2017.1296134
– volume: 22
  start-page: 3
  issue: 1
  year: 1969
  ident: 10.1016/j.iswcr.2018.12.002_bib111
  article-title: Aerial photo interpretation on British Columbia rangelands
  publication-title: Journal of Range Management
  doi: 10.2307/3896023
– start-page: 30
  year: 2015
  ident: 10.1016/j.iswcr.2018.12.002_bib76
  article-title: NASA global precipitation measurement (GPM) integrated multi-satellite retrievals for GPM (IMERG)
– volume: 59
  start-page: 1573
  issue: 11
  year: 2013
  ident: 10.1016/j.iswcr.2018.12.002_bib134
  article-title: Determining and mapping some soil physico-chemical properties using geostatistical and GIS techniques in the Naqade region, Iran
  publication-title: Archives of Agronomy and Soil Science
  doi: 10.1080/03650340.2012.740556
– volume: 9
  start-page: 1
  year: 2017
  ident: 10.1016/j.iswcr.2018.12.002_bib181
  article-title: An appraisal on the progress of remote sensing applications in soil erosion mapping and monitoring
  publication-title: Remote Sensing Applications: Society and Environment
SSID ssib044741867
ssib039590029
Score 2.5001059
SecondaryResourceType review_article
Snippet Soil erosion is a direct product of the complex interactions between natural and anthropogenic factors. Such factors vary over space and time, making the...
SourceID doaj
proquest
crossref
elsevier
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 27
SubjectTerms erodibility
Geographic Information System (GIS)
geographic information systems
rain
Remote sensing
Revised Universal Soil Loss Equation
Revised Universal Soil Loss Equation (RUSLE) parameters
Soil erosion
space and time
topography
water conservation
watersheds
Title The assessment of water-borne erosion at catchment level using GIS-based RUSLE and remote sensing: A review
URI https://dx.doi.org/10.1016/j.iswcr.2018.12.002
https://www.proquest.com/docview/2221037098
https://doaj.org/article/637e33cc9cb6480d87617a14adc27917
Volume 7
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT8MwDI4QJy4IBIjxUpA4EtE06YsboI2HgAMwiVuUV3lNHdqGduO3Y6fteBzgwqWqKreJbDe2Y-czIXs2dVEupWWOR4JJKWOmIbZlIi7AleNgdDI8nHx1nZ715cV9cv-l1RfWhNXwwDXjDlKReSGsLaxJZR45-Ht5prnUzsYZxBq4-oLN-xJMgSaJApthfhp-KRGkJbSTBeKEpUIULQRRKPZ6Gk8tooPyPGwONpssrZkKaP7frNWPdTsYo94SWWy8SHpUz36ZzPlqhbyAyKmeIW3SYUmn4EmOGIi58tTDQCAEqifUwvr7GGgGWDNEsfj9gZ6e3zI0ao7e9G8vu1RXjo48iNLTMZa5Vw-H9IjWZ11WSb_XvTs5Y00vBWYTLibM8MxmhjstHc-dy0XpZZl5zo3jWVSaIpLaagj24jK2pUkSH5WxMMLUiTwj1sh8Naz8OqGYAU5dbgzcSAkRD6ZujHDe2MhaX3RI3LJO2QZoHPtdDFRbUfasAr8V8lvxWAG_O2R_9tJrjbPxO_kxymRGiiDZ4QGojmpUR_2lOh2SthJVjb9R-xHwqaffR99t5a_gb8QUi6788G2swNvCg5dRkW_8xww3yQIMW9Q1b1tkfjJ689vgBE3MTtB3uF69dz8AQOkA5A
linkProvider Directory of Open Access Journals
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+assessment+of+water-borne+erosion+at+catchment+level+using+GIS-based+RUSLE+and+remote+sensing%3A+A+review&rft.jtitle=International+Soil+and+Water+Conservation+Research&rft.au=Phinzi%2C+Kwanele&rft.au=Ngetar%2C+Njoya+Silas&rft.date=2019-03-01&rft.pub=Elsevier+B.V&rft.issn=2095-6339&rft.volume=7&rft.issue=1&rft.spage=27&rft.epage=46&rft_id=info:doi/10.1016%2Fj.iswcr.2018.12.002&rft.externalDocID=S2095633918300583
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2095-6339&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2095-6339&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2095-6339&client=summon