Assessing rainfall global products reliability for water resource management in a tropical volcanic mountainous catchment

Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous environment where the temporal and spatial variability of rainfall strongly controls the dynamics of the water resource. In West Java Island, rainfall temporal and...

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Published inJournal of hydrology. Regional studies Vol. 40; p. 101037
Main Authors Dumont, M., Saadi, M., Oudin, L., Lachassagne, P., Nugraha, B., Fadillah, A., Bonjour, J.-L., Muhammad, A., Hendarmawan, Dörfliger, N., Plagnes, V.
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.04.2022
Elsevier
Subjects
Climatic reanalysis
Climatology
Earth Sciences
High resolution rainfall product
Hydrology
Remote sensing
Sciences of the Universe
Tropical climate
Volcanic Island
Water resource
Volcanic Island
Water resource
Tropical climate
Climatic reanalysis
High resolution rainfall product
Remote sensing
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Abstract Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous environment where the temporal and spatial variability of rainfall strongly controls the dynamics of the water resource. In West Java Island, rainfall temporal and spatial distribution significantly varies in function of regional climatology and volcanoes morphology while accessibility issues and the complexity of climatic phenomena notably are limitations for reliable rainfall ground instrumentation. Here, we assess the ability of climate reanalyses (CHELSA and TerraClimate) and satellite products (CHIRPS) in capturing rainfall high resolution spatial variability. The accuracy of rainfall amounts, variability and dynamics of each global product is estimated using the three component of Kling-Gupta efficiency score. As direct statistical comparison is influenced by resolution issues, our approach is completed by a process-based one. The spatial and orographic rainfall patterns of the global products are analyzed according to known climatic phenomena. It appears that, TerraClimate provides the most accurate and stable estimation for temporal monitoring. CHIRPS shows consistent rainfall patterns with atmospheric circulation and volcanoes morphology but overestimates overall rainfall amounts. This study presents a methodology for assessing global climatic products over poorly instrumented areas. The results demonstrate that high resolution global products are somewhat interesting for water resources management. However, several temporal and spatial biases still limit their integration for operational purposes. •We analyze high resolution rainfall products’ accuracy for water resources management.•The seasonal and interannual rainfall estimation accuracy are estimated.•Spatial and orographic rainfall patterns are integrated in the evaluation process.
AbstractList Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous environment where the temporal and spatial variability of rainfall strongly controls the dynamics of the water resource. In West Java Island, rainfall temporal and spatial distribution significantly varies in function of regional climatology and volcanoes morphology while accessibility issues and the complexity of climatic phenomena notably are limitations for reliable rainfall ground instrumentation. Here, we assess the ability of climate reanalyses (CHELSA and TerraClimate) and satellite products (CHIRPS) in capturing rainfall high resolution spatial variability. The accuracy of rainfall amounts, variability and dynamics of each global product is estimated using the three component of Kling-Gupta efficiency score. As direct statistical comparison is influenced by resolution issues, our approach is completed by a process-based one. The spatial and orographic rainfall patterns of the global products are analyzed according to known climatic phenomena. It appears that, TerraClimate provides the most accurate and stable estimation for temporal monitoring. CHIRPS shows consistent rainfall patterns with atmospheric circulation and volcanoes morphology but overestimates overall rainfall amounts. This study presents a methodology for assessing global climatic products over poorly instrumented areas. The results demonstrate that high resolution global products are somewhat interesting for water resources management. However, several temporal and spatial biases still limit their integration for operational purposes. •We analyze high resolution rainfall products’ accuracy for water resources management.•The seasonal and interannual rainfall estimation accuracy are estimated.•Spatial and orographic rainfall patterns are integrated in the evaluation process.
Study region: Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous environment where the temporal and spatial variability of rainfall strongly controls the dynamics of the water resource. In West Java Island, rainfall temporal and spatial distribution significantly varies in function of regional climatology and volcanoes morphology while accessibility issues and the complexity of climatic phenomena notably are limitations for reliable rainfall ground instrumentation. Study focus: Here, we assess the ability of climate reanalyses (CHELSA and TerraClimate) and satellite products (CHIRPS) in capturing rainfall high resolution spatial variability. The accuracy of rainfall amounts, variability and dynamics of each global product is estimated using the three component of Kling-Gupta efficiency score. As direct statistical comparison is influenced by resolution issues, our approach is completed by a process-based one. The spatial and orographic rainfall patterns of the global products are analyzed according to known climatic phenomena. Hydrological Insights: It appears that, TerraClimate provides the most accurate and stable estimation for temporal monitoring. CHIRPS shows consistent rainfall patterns with atmospheric circulation and volcanoes morphology but overestimates overall rainfall amounts. This study presents a methodology for assessing global climatic products over poorly instrumented areas. The results demonstrate that high resolution global products are somewhat interesting for water resources management. However, several temporal and spatial biases still limit their integration for operational purposes.
ArticleNumber 101037
Author Saadi, M.
Lachassagne, P.
Nugraha, B.
Dumont, M.
Hendarmawan
Fadillah, A.
Dörfliger, N.
Bonjour, J.-L.
Plagnes, V.
Muhammad, A.
Oudin, L.
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  surname: Fadillah
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  organization: Sorbonne Université, CNRS, EPHE, UMR 7619 METIS, F-75005 Paris, France
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Cites_doi 10.1016/j.jhydrol.2010.10.006
10.1175/JCLI-3257.1
10.1002/joc.1276
10.1080/01431160701772526
10.1038/sdata.2017.122
10.1175/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2
10.1002/joc.3370150207
10.1029/2020GL092000
10.1038/sdata.2017.191
10.1111/ter.12102
10.1002/qj.3803
10.1002/joc.950
10.1016/j.jhydrol.2019.124412
10.1175/2007JAS2422.1
10.1080/01431161.2013.826837
10.1016/j.tree.2007.09.006
10.1016/j.rse.2006.06.026
10.1002/qj.3485
10.1002/2017RG000574
10.1002/joc.5086
10.1002/joc.3939
10.1038/s41597-020-0453-3
10.1002/2016JD024781
10.1029/2011RG000365
10.5194/hess-23-2321-2019
10.1002/qj.828
10.1002/joc.3829
10.5614/j.math.fund.sci.2018.50.3.3
10.3390/hydrology6030068
10.1038/s41598-020-76954-x
10.5194/hess-21-2127-2017
10.1007/s00704-016-2027-z
10.1016/j.jhydrol.2018.01.039
10.1016/j.jhydrol.2009.08.003
10.1175/JHM560.1
10.1002/joc.1654
10.5194/essd-5-71-2013
10.1175/1520-0477(2001)082<0205:ARTGHH>2.3.CO;2
10.1155/2017/3695285
10.1029/2010JD014695
10.1109/TGRS.2012.2196282
10.3390/rs10020168
10.5194/hess-17-837-2013
10.1038/sdata.2015.66
10.1016/j.jhydrol.2018.02.057
10.1175/2010JAS3348.1
10.5194/hess-23-595-2019
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Keywords Volcanic Island
Water resource
Tropical climate
Climatic reanalysis
High resolution rainfall product
Remote sensing
Language English
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References Charlier, Lachassagne, Ladouche, Cattan, Moussa, Voltz (bib9) 2011; 398
Joyce, Janowiak, Arkin, Xie (bib30) 2004; 5
Vittecoq, Reninger, Lacquement, Martelet, Violette (bib49) 2019; 23
Mosier, Hill, Sharp (bib37) 2014; 34
Goshime, Absi, Ledésert (bib20) 2019; 6
Houze (bib25) 2012; 50
Tang, Behrangi, Long, Li, Hong (bib46) 2018; 559
Chang, Wang, McBride, Liu (bib8) 2005; 18
Fick, Hijmans (bib15) 2017; 37
Janowiak, Joyce, Yarosh (bib29) 2001; 82
Satgé, Ruelland, Bonnet, Molina, Pillco (bib42) 2019; 23
Kobayashi, Ota, Harada, Ebita, Moriya, Onoda, Onogi, Kamahori, Kobayashi, Endo, Miyaoka, Takahashi (bib32) 2015; 93
Alazzy, Lü, Chen, Ali, Zhu, Su (bib2) 2017
Huffman, Bolvin, Nelkin, Wolff, Adler, Gu, Hong, Bowman, Stocker (bib27) 2007; 8
Bathelemy, R., Brigode, P., Tric, E., Boisson, D., (In Review). Rainfall in the Caribbean region: performance of four gridded datasets at the daily time step. Journal of Hydrology: Regional Studies.
Satgé, Defrance, Sultan, Bonnet, Seyler, Rouché, Pierron, Paturel (bib41) 2020; 581
Becker, Finger, Meyer-Christoffer, Rudolf, Schamm, Schneider, Ziese (bib7) 2013; 5
Dee, Uppala, Simmons, Berrisford, Poli, Kobayashi, Andrae, Balmaseda, Balsamo, Bauer, Bechtold, Beljaars, Berg, van de, Bidlot, Bormann, Delsol, Dragani, Fuentes, Geer, Vitart (bib11) 2011; 137
Zeng, Wang, Chen, Wang, Zhu, Li (bib52) 2018; 10
Lachassagne, Aunay, Frissant, Guilbert, Malard (bib34) 2014; 26
Harris, Osborn, Jones, Lister (bib22) 2020; 7
Karger, Conrad, Böhner, Kawohl, Kreft, Soria-Auza, Zimmermann, Linder, Kessler (bib31) 2017; 4
As-syakur, Tanaka, Osawa, Mahendra (bib5) 2013; 34
Dinku, Chidzambwa, Ceccato, Connor, Ropelewski (bib12) 2008; 29
Hu, Hu, Zhang, Chen, Li (bib26) 2016; 121
Dumont, Reninger, Aunay, Pryet, Jougnot, Join, Michon, Martelet (bib13) 2021; 48
Lestari, Sutriyono, Sabaruddin, Iskandar (bib35) 2018; 50
Elgamal, Reggiani, Jonoski (bib14) 2017; 9
Wan (bib50) 2008; 112
Qian, Robertson, Moron (bib39) 2010; 67
As‐syakur, Adnyana, Mahendra, Arthana, Merit, Kasa, Ekayanti, Nuarsa, Sunarta (bib4) 2014; 34
Gupta, Kling, Yilmaz, Martinez (bib21) 2009; 377
Hijmans, Cameron, Parra, Jones, Jarvis (bib24) 2005; 25
Toulier, Baud, de Montety, Lachassagne, Leonardi, Pistre, Dautria, Hendrayana, Miftakhul Fajar, Satrya Muhammad, Beon, Jourde (bib47) 2019; 26
Shrestha, Qamer, Pedreros, Murthy, Wahid, Md, Shrestha (bib43) 2017; 13
Qian (bib38) 2008; 65
Funk, Peterson, Landsfeld, Pedreros, Verdin, Shukla, Husak, Rowland, Harrison, Hoell, Michaelsen (bib16) 2015; 2
Gao, Liu (bib17) 2013; 17
Gebregiorgis, Hossain (bib18) 2013; 51
Maggioni, Massari (bib36) 2018; 558
Réchou, Flores, Jumaux, Duflot, Bousquet, Pouppeville, Bonnardot (bib40) 2019; 145
Aldrian, Susanto (bib3) 2003; 23
Sobel, Burleyson, Yuter (bib44) 2011; 116
Sun, Miao, Duan, Ashouri, Sorooshian, Hsu (bib45) 2018; 56
Vittecoq, Fortin, Maury, Violette (bib48) 2020; 10
Hersbach, Bell, Berrisford, Hirahara, Horányi, Muñoz‐Sabater, Nicolas, Peubey, Radu, Schepers, Simmons, Soci, Abdalla, Abellan, Balsamo, Bechtold, Biavati, Bidlot, Bonavita, Thépaut (bib23) 2020; 146
D’Arrigo, Wilson (bib10) 2008; 28
Abatzoglou, Dobrowski, Parks, Hegewisch (bib1) 2018; 5
Gebremicael, Mohamed, v. Zaag, Hagos (bib19) 2017; 21
Willmott, Robeson (bib51) 1995; 15
Körner (bib33) 2007; 22
Hussain, Satgé, Hussain, Martinez-Carvajal, Bonnet, Cárdenas-Soto, Roig, Akhter (bib28) 2018; 131
Shrestha (10.1016/j.ejrh.2022.101037_bib43) 2017; 13
Qian (10.1016/j.ejrh.2022.101037_bib38) 2008; 65
Sun (10.1016/j.ejrh.2022.101037_bib45) 2018; 56
Tang (10.1016/j.ejrh.2022.101037_bib46) 2018; 559
Fick (10.1016/j.ejrh.2022.101037_bib15) 2017; 37
Körner (10.1016/j.ejrh.2022.101037_bib33) 2007; 22
Harris (10.1016/j.ejrh.2022.101037_bib22) 2020; 7
Zeng (10.1016/j.ejrh.2022.101037_bib52) 2018; 10
Chang (10.1016/j.ejrh.2022.101037_bib8) 2005; 18
Hussain (10.1016/j.ejrh.2022.101037_bib28) 2018; 131
Vittecoq (10.1016/j.ejrh.2022.101037_bib48) 2020; 10
Goshime (10.1016/j.ejrh.2022.101037_bib20) 2019; 6
Hersbach (10.1016/j.ejrh.2022.101037_bib23) 2020; 146
Hu (10.1016/j.ejrh.2022.101037_bib26) 2016; 121
Huffman (10.1016/j.ejrh.2022.101037_bib27) 2007; 8
Kobayashi (10.1016/j.ejrh.2022.101037_bib32) 2015; 93
Gao (10.1016/j.ejrh.2022.101037_bib17) 2013; 17
Willmott (10.1016/j.ejrh.2022.101037_bib51) 1995; 15
Becker (10.1016/j.ejrh.2022.101037_bib7) 2013; 5
10.1016/j.ejrh.2022.101037_bib6
Vittecoq (10.1016/j.ejrh.2022.101037_bib49) 2019; 23
Abatzoglou (10.1016/j.ejrh.2022.101037_bib1) 2018; 5
Dumont (10.1016/j.ejrh.2022.101037_bib13) 2021; 48
Wan (10.1016/j.ejrh.2022.101037_bib50) 2008; 112
Aldrian (10.1016/j.ejrh.2022.101037_bib3) 2003; 23
Satgé (10.1016/j.ejrh.2022.101037_bib41) 2020; 581
Elgamal (10.1016/j.ejrh.2022.101037_bib14) 2017; 9
Dee (10.1016/j.ejrh.2022.101037_bib11) 2011; 137
Maggioni (10.1016/j.ejrh.2022.101037_bib36) 2018; 558
Charlier (10.1016/j.ejrh.2022.101037_bib9) 2011; 398
Sobel (10.1016/j.ejrh.2022.101037_bib44) 2011; 116
Dinku (10.1016/j.ejrh.2022.101037_bib12) 2008; 29
Réchou (10.1016/j.ejrh.2022.101037_bib40) 2019; 145
As‐syakur (10.1016/j.ejrh.2022.101037_bib4) 2014; 34
Lachassagne (10.1016/j.ejrh.2022.101037_bib34) 2014; 26
Hijmans (10.1016/j.ejrh.2022.101037_bib24) 2005; 25
Gupta (10.1016/j.ejrh.2022.101037_bib21) 2009; 377
As-syakur (10.1016/j.ejrh.2022.101037_bib5) 2013; 34
Funk (10.1016/j.ejrh.2022.101037_bib16) 2015; 2
Gebregiorgis (10.1016/j.ejrh.2022.101037_bib18) 2013; 51
Qian (10.1016/j.ejrh.2022.101037_bib39) 2010; 67
Alazzy (10.1016/j.ejrh.2022.101037_bib2) 2017
Toulier (10.1016/j.ejrh.2022.101037_bib47) 2019; 26
Karger (10.1016/j.ejrh.2022.101037_bib31) 2017; 4
Houze (10.1016/j.ejrh.2022.101037_bib25) 2012; 50
Joyce (10.1016/j.ejrh.2022.101037_bib30) 2004; 5
D’Arrigo (10.1016/j.ejrh.2022.101037_bib10) 2008; 28
Lestari (10.1016/j.ejrh.2022.101037_bib35) 2018; 50
Gebremicael (10.1016/j.ejrh.2022.101037_bib19) 2017; 21
Mosier (10.1016/j.ejrh.2022.101037_bib37) 2014; 34
Satgé (10.1016/j.ejrh.2022.101037_bib42) 2019; 23
Janowiak (10.1016/j.ejrh.2022.101037_bib29) 2001; 82
References_xml – volume: 21
  start-page: 2127
  year: 2017
  end-page: 2142
  ident: bib19
  article-title: Temporal and spatial changes of rainfall and streamflow in the Upper Tekezē–Atbara river basin, Ethiopia
  publication-title: Hydrol. Earth Syst. Sci.
  contributor:
    fullname: Hagos
– volume: 131
  start-page: 1119
  year: 2018
  end-page: 1132
  ident: bib28
  article-title: Performance of CMORPH, TMPA, and PERSIANN rainfall datasets over plain, mountainous, and glacial regions of Pakistan
  publication-title: Theor. Appl. Climatol.
  contributor:
    fullname: Akhter
– volume: 10
  start-page: 20231
  year: 2020
  ident: bib48
  article-title: Earthquakes and extreme rainfall induce long term permeability enhancement of volcanic island hydrogeological systems
  publication-title: Sci. Rep.
  contributor:
    fullname: Violette
– volume: 18
  start-page: 287
  year: 2005
  end-page: 301
  ident: bib8
  article-title: Annual Cycle of Southeast Asia—Maritime Continent Rainfall and the Asymmetric Monsoon Transition
  publication-title: J. Clim.
  contributor:
    fullname: Liu
– volume: 56
  start-page: 79
  year: 2018
  end-page: 107
  ident: bib45
  article-title: A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
  publication-title: Rev. Geophys.
  contributor:
    fullname: Hsu
– volume: 137
  start-page: 553
  year: 2011
  end-page: 597
  ident: bib11
  article-title: The ERA-Interim reanalysis: Configuration and performance of the data assimilation system
  publication-title: Q. J. R. Meteorol. Soc.
  contributor:
    fullname: Vitart
– volume: 145
  start-page: 893
  year: 2019
  end-page: 909
  ident: bib40
  article-title: Spatio-temporal variability of rainfall in a high tropical island: Patterns and large-scale drivers in Réunion Island
  publication-title: Q. J. R. Meteorol. Soc.
  contributor:
    fullname: Bonnardot
– volume: 8
  start-page: 38
  year: 2007
  end-page: 55
  ident: bib27
  article-title: The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
  publication-title: J. Hydrometeorol.
  contributor:
    fullname: Stocker
– volume: 65
  start-page: 1428
  year: 2008
  end-page: 1441
  ident: bib38
  article-title: Why Precipitation Is Mostly Concentrated over Islands in the Maritime Continent
  publication-title: J. Atmos. Sci.
  contributor:
    fullname: Qian
– volume: 377
  start-page: 80
  year: 2009
  end-page: 91
  ident: bib21
  article-title: Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling
  publication-title: J. Hydrol.
  contributor:
    fullname: Martinez
– volume: 34
  start-page: 7723
  year: 2013
  end-page: 7738
  ident: bib5
  article-title: Indonesian rainfall variability observation using TRMM multi-satellite data
  publication-title: Int. J. Remote Sens.
  contributor:
    fullname: Mahendra
– volume: 581
  year: 2020
  ident: bib41
  article-title: Evaluation of 23 gridded precipitation datasets across West Africa
  publication-title: J. Hydrol.
  contributor:
    fullname: Paturel
– volume: 17
  start-page: 837
  year: 2013
  end-page: 849
  ident: bib17
  article-title: Evaluation of high-resolution satellite precipitation products using rain gauge observations over the Tibetan Plateau
  publication-title: Hydrol. Earth Syst. Sci.
  contributor:
    fullname: Liu
– volume: 558
  start-page: 214
  year: 2018
  end-page: 224
  ident: bib36
  article-title: On the performance of satellite precipitation products in riverine flood modeling: A review
  publication-title: J. Hydrol.
  contributor:
    fullname: Massari
– volume: 26
  year: 2019
  ident: bib47
  article-title: Multidisciplinary study with quantitative analysis of isotopic data for the assessment of recharge and functioning of volcanic aquifers: Case of Bromo-Tengger volcano, Indonesia
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Jourde
– volume: 26
  start-page: 307
  year: 2014
  end-page: 321
  ident: bib34
  article-title: High-resolution conceptual hydrogeological model of complex basaltic volcanic islands: A Mayotte, Comoros, case study
  publication-title: Terra Nova
  contributor:
    fullname: Malard
– volume: 146
  start-page: 1999
  year: 2020
  end-page: 2049
  ident: bib23
  article-title: The ERA5 global reanalysis
  publication-title: Q. J. R. Meteorol. Soc.
  contributor:
    fullname: Thépaut
– volume: 121
  start-page: 5648
  year: 2016
  end-page: 5663
  ident: bib26
  article-title: Evaluation of reanalysis, spatially interpolated and satellite remotely sensed precipitation data sets in central Asia
  publication-title: J. Geophys. Res.: Atmospheres
  contributor:
    fullname: Li
– volume: 13
  start-page: 138
  year: 2017
  end-page: 151
  ident: bib43
  article-title: Evaluating the accuracy of Climate Hazard Group (CHG) satellite rainfall estimates for precipitation based drought monitoring in Koshi basin, Nepal
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Shrestha
– volume: 559
  start-page: 294
  year: 2018
  end-page: 306
  ident: bib46
  article-title: Accounting for spatiotemporal errors of gauges: A critical step to evaluate gridded precipitation products
  publication-title: J. Hydrol.
  contributor:
    fullname: Hong
– volume: 15
  start-page: 221
  year: 1995
  end-page: 229
  ident: bib51
  article-title: Climatologically aided interpolation (CAI) of terrestrial air temperature
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Robeson
– volume: 6
  start-page: 68
  year: 2019
  ident: bib20
  article-title: Evaluation and Bias Correction of CHIRP Rainfall Estimate for Rainfall-Runoff Simulation over Lake Ziway Watershed, Ethiopia
  publication-title: Hydrology
  contributor:
    fullname: Ledésert
– volume: 82
  start-page: 205
  year: 2001
  end-page: 218
  ident: bib29
  article-title: A Real-Time Global Half-Hourly Pixel-Resolution Infrared Dataset and Its Applications
  publication-title: Bull. Am. Meteorol. Soc.
  contributor:
    fullname: Yarosh
– volume: 5
  start-page: 487
  year: 2004
  end-page: 503
  ident: bib30
  article-title: CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution
  publication-title: J. Hydrometeorol.
  contributor:
    fullname: Xie
– volume: 116
  year: 2011
  ident: bib44
  article-title: Rain on small tropical islands
  publication-title: J. Geophys. Res.: Atmospheres
  contributor:
    fullname: Yuter
– volume: 112
  start-page: 59
  year: 2008
  end-page: 74
  ident: bib50
  article-title: New refinements and validation of the MODIS Land-Surface Temperature/Emissivity products
  publication-title: Remote Sens. Environ.
  contributor:
    fullname: Wan
– volume: 34
  start-page: 3825
  year: 2014
  end-page: 3839
  ident: bib4
  article-title: Observation of spatial patterns on the rainfall response to ENSO and IOD over Indonesia using TRMM Multisatellite Precipitation Analysis (TMPA)
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Sunarta
– volume: 28
  start-page: 611
  year: 2008
  end-page: 616
  ident: bib10
  article-title: El Niño and Indian Ocean influences on Indonesian drought: Implications for forecasting rainfall and crop productivity
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Wilson
– volume: 9
  start-page: 85
  year: 2017
  end-page: 103
  ident: bib14
  article-title: Impact analysis of satellite rainfall products on flow simulations in the Magdalena River Basin, Colombia
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Jonoski
– volume: 51
  start-page: 704
  year: 2013
  end-page: 718
  ident: bib18
  article-title: Understanding the Dependence of Satellite Rainfall Uncertainty on Topography and Climate for Hydrologic Model Simulation
  publication-title: IEEE Trans. Geosci. Remote Sens.
  contributor:
    fullname: Hossain
– volume: 50
  year: 2012
  ident: bib25
  article-title: Orographic effects on precipitating clouds
  publication-title: Rev. Geophys.
  contributor:
    fullname: Houze
– volume: 2
  start-page: 1
  year: 2015
  end-page: 21
  ident: bib16
  article-title: The climate hazards infrared precipitation with stations—A new environmental record for monitoring extremes
  publication-title: Sci. Data
  contributor:
    fullname: Michaelsen
– volume: 29
  start-page: 4097
  year: 2008
  end-page: 4110
  ident: bib12
  article-title: Validation of high‐resolution satellite rainfall products over complex terrain
  publication-title: Int. J. Remote Sens.
  contributor:
    fullname: Ropelewski
– volume: 398
  start-page: 155
  year: 2011
  end-page: 170
  ident: bib9
  article-title: Structure and hydrogeological functioning of an insular tropical humid andesitic volcanic watershed: A multi-disciplinary experimental approach
  publication-title: J. Hydrol.
  contributor:
    fullname: Voltz
– volume: 50
  start-page: 257
  year: 2018
  end-page: 272–272
  ident: bib35
  article-title: Respective Influences of Indian Ocean Dipole and El Niño-Southern Oscillation on Indonesian Precipitation
  publication-title: J. Math. Fundam. Sci.
  contributor:
    fullname: Iskandar
– volume: 7
  start-page: 109
  year: 2020
  ident: bib22
  article-title: Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset
  publication-title: Sci. Data
  contributor:
    fullname: Lister
– volume: 93
  start-page: 5
  year: 2015
  end-page: 48
  ident: bib32
  article-title: The JRA-55 Reanalysis: General Specifications and Basic Characteristics
  publication-title: 気象集誌. 第2輯
  contributor:
    fullname: Takahashi
– volume: 48
  year: 2021
  ident: bib13
  article-title: Hydrogeophysical Characterization in a Volcanic Context From Local to Regional Scales Combining Airborne Electromagnetism and Magnetism
  publication-title: Geophys. Res. Lett.
  contributor:
    fullname: Martelet
– volume: 23
  start-page: 1435
  year: 2003
  end-page: 1452
  ident: bib3
  article-title: Identification of three dominant rainfall regions within Indonesia and their relationship to sea surface temperature
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Susanto
– volume: 5
  start-page: 71
  year: 2013
  end-page: 99
  ident: bib7
  article-title: A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901–present
  publication-title: Earth Syst. Sci. Data
  contributor:
    fullname: Ziese
– volume: 67
  start-page: 3509
  year: 2010
  end-page: 3524
  ident: bib39
  article-title: Interactions among ENSO, the Monsoon, and Diurnal Cycle in Rainfall Variability over Java, Indonesia
  publication-title: J. Atmos. Sci.
  contributor:
    fullname: Moron
– volume: 22
  start-page: 569
  year: 2007
  end-page: 574
  ident: bib33
  article-title: The use of ‘altitude’ in ecological research
  publication-title: Trends Ecol. Evol.
  contributor:
    fullname: Körner
– volume: 25
  start-page: 1965
  year: 2005
  end-page: 1978
  ident: bib24
  article-title: Very high resolution interpolated climate surfaces for global land areas
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Jarvis
– volume: 23
  start-page: 2321
  year: 2019
  end-page: 2338
  ident: bib49
  article-title: Hydrogeological conceptual model of andesitic watersheds revealed by high-resolution heliborne geophysics
  publication-title: Hydrol. Earth Syst. Sci.
  contributor:
    fullname: Violette
– volume: 5
  start-page: 1
  year: 2018
  end-page: 12
  ident: bib1
  article-title: TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015
  publication-title: Sci. Data
  contributor:
    fullname: Hegewisch
– year: 2017
  ident: bib2
  article-title: Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau
  publication-title: Adv. Meteorol.
  contributor:
    fullname: Su
– volume: 23
  start-page: 595
  year: 2019
  end-page: 619
  ident: bib42
  article-title: Consistency of satellite-based precipitation products in space and over time compared with gauge observations and snow- hydrological modelling in the Lake Titicaca region
  publication-title: Hydrol. Earth Syst. Sci.
  contributor:
    fullname: Pillco
– volume: 10
  start-page: 168
  year: 2018
  ident: bib52
  article-title: Inter-Comparison and Evaluation of Remote Sensing Precipitation Products over China from 2005 to 2013
  publication-title: Remote Sens.
  contributor:
    fullname: Li
– volume: 4
  year: 2017
  ident: bib31
  article-title: Climatologies at high resolution for the earth’s land surface areas
  publication-title: Sci. Data
  contributor:
    fullname: Kessler
– volume: 37
  start-page: 4302
  year: 2017
  end-page: 4315
  ident: bib15
  article-title: WorldClim 2: New 1-km spatial resolution climate surfaces for global land areas
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Hijmans
– volume: 34
  start-page: 2175
  year: 2014
  end-page: 2188
  ident: bib37
  article-title: 30-Arcsecond monthly climate surfaces with global land coverage
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Sharp
– volume: 398
  start-page: 155
  issue: 3–4
  year: 2011
  ident: 10.1016/j.ejrh.2022.101037_bib9
  article-title: Structure and hydrogeological functioning of an insular tropical humid andesitic volcanic watershed: A multi-disciplinary experimental approach
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2010.10.006
  contributor:
    fullname: Charlier
– volume: 18
  start-page: 287
  issue: 2
  year: 2005
  ident: 10.1016/j.ejrh.2022.101037_bib8
  article-title: Annual Cycle of Southeast Asia—Maritime Continent Rainfall and the Asymmetric Monsoon Transition
  publication-title: J. Clim.
  doi: 10.1175/JCLI-3257.1
  contributor:
    fullname: Chang
– volume: 25
  start-page: 1965
  issue: 15
  year: 2005
  ident: 10.1016/j.ejrh.2022.101037_bib24
  article-title: Very high resolution interpolated climate surfaces for global land areas
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.1276
  contributor:
    fullname: Hijmans
– volume: 29
  start-page: 4097
  issue: 14
  year: 2008
  ident: 10.1016/j.ejrh.2022.101037_bib12
  article-title: Validation of high‐resolution satellite rainfall products over complex terrain
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431160701772526
  contributor:
    fullname: Dinku
– volume: 4
  year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib31
  article-title: Climatologies at high resolution for the earth’s land surface areas
  publication-title: Sci. Data
  doi: 10.1038/sdata.2017.122
  contributor:
    fullname: Karger
– volume: 5
  start-page: 487
  issue: 3
  year: 2004
  ident: 10.1016/j.ejrh.2022.101037_bib30
  article-title: CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution
  publication-title: J. Hydrometeorol.
  doi: 10.1175/1525-7541(2004)005<0487:CAMTPG>2.0.CO;2
  contributor:
    fullname: Joyce
– volume: 15
  start-page: 221
  issue: 2
  year: 1995
  ident: 10.1016/j.ejrh.2022.101037_bib51
  article-title: Climatologically aided interpolation (CAI) of terrestrial air temperature
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3370150207
  contributor:
    fullname: Willmott
– volume: 48
  issue: 12
  year: 2021
  ident: 10.1016/j.ejrh.2022.101037_bib13
  article-title: Hydrogeophysical Characterization in a Volcanic Context From Local to Regional Scales Combining Airborne Electromagnetism and Magnetism
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2020GL092000
  contributor:
    fullname: Dumont
– volume: 93
  start-page: 5
  issue: 1
  year: 2015
  ident: 10.1016/j.ejrh.2022.101037_bib32
  article-title: The JRA-55 Reanalysis: General Specifications and Basic Characteristics
  publication-title: 気象集誌. 第2輯
  contributor:
    fullname: Kobayashi
– volume: 5
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib1
  article-title: TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015
  publication-title: Sci. Data
  doi: 10.1038/sdata.2017.191
  contributor:
    fullname: Abatzoglou
– volume: 26
  start-page: 307
  issue: 4
  year: 2014
  ident: 10.1016/j.ejrh.2022.101037_bib34
  article-title: High-resolution conceptual hydrogeological model of complex basaltic volcanic islands: A Mayotte, Comoros, case study
  publication-title: Terra Nova
  doi: 10.1111/ter.12102
  contributor:
    fullname: Lachassagne
– volume: 146
  start-page: 1999
  issue: 730
  year: 2020
  ident: 10.1016/j.ejrh.2022.101037_bib23
  article-title: The ERA5 global reanalysis
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.3803
  contributor:
    fullname: Hersbach
– volume: 23
  start-page: 1435
  issue: 12
  year: 2003
  ident: 10.1016/j.ejrh.2022.101037_bib3
  article-title: Identification of three dominant rainfall regions within Indonesia and their relationship to sea surface temperature
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.950
  contributor:
    fullname: Aldrian
– volume: 581
  year: 2020
  ident: 10.1016/j.ejrh.2022.101037_bib41
  article-title: Evaluation of 23 gridded precipitation datasets across West Africa
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2019.124412
  contributor:
    fullname: Satgé
– volume: 13
  start-page: 138
  year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib43
  article-title: Evaluating the accuracy of Climate Hazard Group (CHG) satellite rainfall estimates for precipitation based drought monitoring in Koshi basin, Nepal
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Shrestha
– volume: 65
  start-page: 1428
  issue: 4
  year: 2008
  ident: 10.1016/j.ejrh.2022.101037_bib38
  article-title: Why Precipitation Is Mostly Concentrated over Islands in the Maritime Continent
  publication-title: J. Atmos. Sci.
  doi: 10.1175/2007JAS2422.1
  contributor:
    fullname: Qian
– volume: 34
  start-page: 7723
  issue: 21
  year: 2013
  ident: 10.1016/j.ejrh.2022.101037_bib5
  article-title: Indonesian rainfall variability observation using TRMM multi-satellite data
  publication-title: Int. J. Remote Sens.
  doi: 10.1080/01431161.2013.826837
  contributor:
    fullname: As-syakur
– volume: 22
  start-page: 569
  issue: 11
  year: 2007
  ident: 10.1016/j.ejrh.2022.101037_bib33
  article-title: The use of ‘altitude’ in ecological research
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/j.tree.2007.09.006
  contributor:
    fullname: Körner
– volume: 112
  start-page: 59
  issue: 1
  year: 2008
  ident: 10.1016/j.ejrh.2022.101037_bib50
  article-title: New refinements and validation of the MODIS Land-Surface Temperature/Emissivity products
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2006.06.026
  contributor:
    fullname: Wan
– volume: 145
  start-page: 893
  issue: 720
  year: 2019
  ident: 10.1016/j.ejrh.2022.101037_bib40
  article-title: Spatio-temporal variability of rainfall in a high tropical island: Patterns and large-scale drivers in Réunion Island
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.3485
  contributor:
    fullname: Réchou
– volume: 56
  start-page: 79
  issue: 1
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib45
  article-title: A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons
  publication-title: Rev. Geophys.
  doi: 10.1002/2017RG000574
  contributor:
    fullname: Sun
– volume: 37
  start-page: 4302
  issue: 12
  year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib15
  article-title: WorldClim 2: New 1-km spatial resolution climate surfaces for global land areas
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.5086
  contributor:
    fullname: Fick
– ident: 10.1016/j.ejrh.2022.101037_bib6
– volume: 34
  start-page: 3825
  issue: 15
  year: 2014
  ident: 10.1016/j.ejrh.2022.101037_bib4
  article-title: Observation of spatial patterns on the rainfall response to ENSO and IOD over Indonesia using TRMM Multisatellite Precipitation Analysis (TMPA)
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3939
  contributor:
    fullname: As‐syakur
– volume: 7
  start-page: 109
  issue: 1
  year: 2020
  ident: 10.1016/j.ejrh.2022.101037_bib22
  article-title: Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset
  publication-title: Sci. Data
  doi: 10.1038/s41597-020-0453-3
  contributor:
    fullname: Harris
– volume: 121
  start-page: 5648
  issue: 10
  year: 2016
  ident: 10.1016/j.ejrh.2022.101037_bib26
  article-title: Evaluation of reanalysis, spatially interpolated and satellite remotely sensed precipitation data sets in central Asia
  publication-title: J. Geophys. Res.: Atmospheres
  doi: 10.1002/2016JD024781
  contributor:
    fullname: Hu
– volume: 50
  issue: 1
  year: 2012
  ident: 10.1016/j.ejrh.2022.101037_bib25
  article-title: Orographic effects on precipitating clouds
  publication-title: Rev. Geophys.
  doi: 10.1029/2011RG000365
  contributor:
    fullname: Houze
– volume: 23
  start-page: 2321
  issue: 5
  year: 2019
  ident: 10.1016/j.ejrh.2022.101037_bib49
  article-title: Hydrogeological conceptual model of andesitic watersheds revealed by high-resolution heliborne geophysics
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-23-2321-2019
  contributor:
    fullname: Vittecoq
– volume: 137
  start-page: 553
  issue: 656
  year: 2011
  ident: 10.1016/j.ejrh.2022.101037_bib11
  article-title: The ERA-Interim reanalysis: Configuration and performance of the data assimilation system
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.828
  contributor:
    fullname: Dee
– volume: 34
  start-page: 2175
  issue: 7
  year: 2014
  ident: 10.1016/j.ejrh.2022.101037_bib37
  article-title: 30-Arcsecond monthly climate surfaces with global land coverage
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3829
  contributor:
    fullname: Mosier
– volume: 9
  start-page: 85
  year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib14
  article-title: Impact analysis of satellite rainfall products on flow simulations in the Magdalena River Basin, Colombia
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Elgamal
– volume: 50
  start-page: 257
  issue: 3
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib35
  article-title: Respective Influences of Indian Ocean Dipole and El Niño-Southern Oscillation on Indonesian Precipitation
  publication-title: J. Math. Fundam. Sci.
  doi: 10.5614/j.math.fund.sci.2018.50.3.3
  contributor:
    fullname: Lestari
– volume: 6
  start-page: 68
  issue: 3
  year: 2019
  ident: 10.1016/j.ejrh.2022.101037_bib20
  article-title: Evaluation and Bias Correction of CHIRP Rainfall Estimate for Rainfall-Runoff Simulation over Lake Ziway Watershed, Ethiopia
  publication-title: Hydrology
  doi: 10.3390/hydrology6030068
  contributor:
    fullname: Goshime
– volume: 10
  start-page: 20231
  issue: 1
  year: 2020
  ident: 10.1016/j.ejrh.2022.101037_bib48
  article-title: Earthquakes and extreme rainfall induce long term permeability enhancement of volcanic island hydrogeological systems
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-020-76954-x
  contributor:
    fullname: Vittecoq
– volume: 26
  year: 2019
  ident: 10.1016/j.ejrh.2022.101037_bib47
  article-title: Multidisciplinary study with quantitative analysis of isotopic data for the assessment of recharge and functioning of volcanic aquifers: Case of Bromo-Tengger volcano, Indonesia
  publication-title: J. Hydrol.: Reg. Stud.
  contributor:
    fullname: Toulier
– volume: 21
  start-page: 2127
  issue: 4
  year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib19
  article-title: Temporal and spatial changes of rainfall and streamflow in the Upper Tekezē–Atbara river basin, Ethiopia
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-21-2127-2017
  contributor:
    fullname: Gebremicael
– volume: 131
  start-page: 1119
  issue: 3
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib28
  article-title: Performance of CMORPH, TMPA, and PERSIANN rainfall datasets over plain, mountainous, and glacial regions of Pakistan
  publication-title: Theor. Appl. Climatol.
  doi: 10.1007/s00704-016-2027-z
  contributor:
    fullname: Hussain
– volume: 558
  start-page: 214
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib36
  article-title: On the performance of satellite precipitation products in riverine flood modeling: A review
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2018.01.039
  contributor:
    fullname: Maggioni
– volume: 377
  start-page: 80
  issue: 1
  year: 2009
  ident: 10.1016/j.ejrh.2022.101037_bib21
  article-title: Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2009.08.003
  contributor:
    fullname: Gupta
– volume: 8
  start-page: 38
  issue: 1
  year: 2007
  ident: 10.1016/j.ejrh.2022.101037_bib27
  article-title: The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM560.1
  contributor:
    fullname: Huffman
– volume: 28
  start-page: 611
  issue: 5
  year: 2008
  ident: 10.1016/j.ejrh.2022.101037_bib10
  article-title: El Niño and Indian Ocean influences on Indonesian drought: Implications for forecasting rainfall and crop productivity
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.1654
  contributor:
    fullname: D’Arrigo
– volume: 5
  start-page: 71
  issue: 1
  year: 2013
  ident: 10.1016/j.ejrh.2022.101037_bib7
  article-title: A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901–present
  publication-title: Earth Syst. Sci. Data
  doi: 10.5194/essd-5-71-2013
  contributor:
    fullname: Becker
– volume: 82
  start-page: 205
  issue: 2
  year: 2001
  ident: 10.1016/j.ejrh.2022.101037_bib29
  article-title: A Real-Time Global Half-Hourly Pixel-Resolution Infrared Dataset and Its Applications
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/1520-0477(2001)082<0205:ARTGHH>2.3.CO;2
  contributor:
    fullname: Janowiak
– year: 2017
  ident: 10.1016/j.ejrh.2022.101037_bib2
  article-title: Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau
  publication-title: Adv. Meteorol.
  doi: 10.1155/2017/3695285
  contributor:
    fullname: Alazzy
– volume: 116
  issue: D8
  year: 2011
  ident: 10.1016/j.ejrh.2022.101037_bib44
  article-title: Rain on small tropical islands
  publication-title: J. Geophys. Res.: Atmospheres
  doi: 10.1029/2010JD014695
  contributor:
    fullname: Sobel
– volume: 51
  start-page: 704
  issue: 1
  year: 2013
  ident: 10.1016/j.ejrh.2022.101037_bib18
  article-title: Understanding the Dependence of Satellite Rainfall Uncertainty on Topography and Climate for Hydrologic Model Simulation
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2012.2196282
  contributor:
    fullname: Gebregiorgis
– volume: 10
  start-page: 168
  issue: 2
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib52
  article-title: Inter-Comparison and Evaluation of Remote Sensing Precipitation Products over China from 2005 to 2013
  publication-title: Remote Sens.
  doi: 10.3390/rs10020168
  contributor:
    fullname: Zeng
– volume: 17
  start-page: 837
  issue: 2
  year: 2013
  ident: 10.1016/j.ejrh.2022.101037_bib17
  article-title: Evaluation of high-resolution satellite precipitation products using rain gauge observations over the Tibetan Plateau
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-17-837-2013
  contributor:
    fullname: Gao
– volume: 2
  start-page: 1
  issue: 1
  year: 2015
  ident: 10.1016/j.ejrh.2022.101037_bib16
  article-title: The climate hazards infrared precipitation with stations—A new environmental record for monitoring extremes
  publication-title: Sci. Data
  doi: 10.1038/sdata.2015.66
  contributor:
    fullname: Funk
– volume: 559
  start-page: 294
  year: 2018
  ident: 10.1016/j.ejrh.2022.101037_bib46
  article-title: Accounting for spatiotemporal errors of gauges: A critical step to evaluate gridded precipitation products
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2018.02.057
  contributor:
    fullname: Tang
– volume: 67
  start-page: 3509
  issue: 11
  year: 2010
  ident: 10.1016/j.ejrh.2022.101037_bib39
  article-title: Interactions among ENSO, the Monsoon, and Diurnal Cycle in Rainfall Variability over Java, Indonesia
  publication-title: J. Atmos. Sci.
  doi: 10.1175/2010JAS3348.1
  contributor:
    fullname: Qian
– volume: 23
  start-page: 595
  issue: 1
  year: 2019
  ident: 10.1016/j.ejrh.2022.101037_bib42
  article-title: Consistency of satellite-based precipitation products in space and over time compared with gauge observations and snow- hydrological modelling in the Lake Titicaca region
  publication-title: Hydrol. Earth Syst. Sci.
  doi: 10.5194/hess-23-595-2019
  contributor:
    fullname: Satgé
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Snippet Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous environment where the...
Study region: Water resource management relies fundamentally on our ability to monitor climate forcing variability, especially in tropical mountainous...
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StartPage 101037
SubjectTerms Climatic reanalysis
Climatology
Earth Sciences
High resolution rainfall product
Hydrology
Remote sensing
Sciences of the Universe
Tropical climate
Volcanic Island
Water resource
Title Assessing rainfall global products reliability for water resource management in a tropical volcanic mountainous catchment
URI https://dx.doi.org/10.1016/j.ejrh.2022.101037
https://hal.sorbonne-universite.fr/hal-03666187
https://doaj.org/article/551c079fc57146a5a4f599d737c9e034
Volume 40
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