Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm

Fire is among the most dangerous and devastating natural hazards in forest ecosystems around the world. The development of computational ensemble models for improving the predictive accuracy of forest fire susceptibilities could save time and cost in firefighting efforts. Here, we combined a locally...

Full description

Saved in:
Bibliographic Details
Published inEcological informatics Vol. 63; p. 101292
Main Authors Tuyen, Tran Thi, Jaafari, Abolfazl, Yen, Hoang Phan Hai, Nguyen-Thoi, Trung, Phong, Tran Van, Nguyen, Huu Duy, Van Le, Hiep, Phuong, Tran Thi Mai, Nguyen, Son Hoang, Prakash, Indra, Pham, Binh Thai
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.07.2021
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Fire is among the most dangerous and devastating natural hazards in forest ecosystems around the world. The development of computational ensemble models for improving the predictive accuracy of forest fire susceptibilities could save time and cost in firefighting efforts. Here, we combined a locally weighted learning (LWL) algorithm with the Cascade Generalization (CG), Bagging, Decorate, and Dagging ensemble learning techniques for the prediction of forest fire susceptibility in the Pu Mat National Park, Nghe An Province, Vietnam. A geospatial database that contained records from 56 historical fires and nine explanatory variables was employed to train the standalone LWL model and its derived ensemble models. The models were validated for their goodness-of-fit and predictive capability using the area under the receiver operating characteristic curve (AUC) and several other statistical performance criteria. The CG-LWL and Bagging-LWL models with AUC = 0.993 showed the highest training performance, whereas the Dagging-LWL ensemble model with AUC = 0.983 performed better than Decorate-LWL (AUC = 0.976), CG-LWL and Bagging-LWL (AUC = 0.972), and LWL (AUC = 0.965) for predicting the spatial pattern of fire susceptibilities across the study area. Our study promotes the application of ensemble models in forest fire prediction and enhances the researchers' understanding of the processes of model building. Although these four ensemble models were originally developed for the estimation of forest fire susceptibility, the models are sufficiently general to be used for predicting other types of natural hazards, such as landslides, floods, and dust storms, by considering local geo-environmental factors. •Developing four ensemble models for forest fire susceptibility mapping•Testing performance of CG, Bagging, Decorate, and Dagging ensemble learners•Reliable susceptibility mapping using the Dagging-LWL model (AUC = 0.983)•Providing insights for developing more advanced forest fire predictive models
AbstractList Fire is among the most dangerous and devastating natural hazards in forest ecosystems around the world. The development of computational ensemble models for improving the predictive accuracy of forest fire susceptibilities could save time and cost in firefighting efforts. Here, we combined a locally weighted learning (LWL) algorithm with the Cascade Generalization (CG), Bagging, Decorate, and Dagging ensemble learning techniques for the prediction of forest fire susceptibility in the Pu Mat National Park, Nghe An Province, Vietnam. A geospatial database that contained records from 56 historical fires and nine explanatory variables was employed to train the standalone LWL model and its derived ensemble models. The models were validated for their goodness-of-fit and predictive capability using the area under the receiver operating characteristic curve (AUC) and several other statistical performance criteria. The CG-LWL and Bagging-LWL models with AUC = 0.993 showed the highest training performance, whereas the Dagging-LWL ensemble model with AUC = 0.983 performed better than Decorate-LWL (AUC = 0.976), CG-LWL and Bagging-LWL (AUC = 0.972), and LWL (AUC = 0.965) for predicting the spatial pattern of fire susceptibilities across the study area. Our study promotes the application of ensemble models in forest fire prediction and enhances the researchers' understanding of the processes of model building. Although these four ensemble models were originally developed for the estimation of forest fire susceptibility, the models are sufficiently general to be used for predicting other types of natural hazards, such as landslides, floods, and dust storms, by considering local geo-environmental factors. •Developing four ensemble models for forest fire susceptibility mapping•Testing performance of CG, Bagging, Decorate, and Dagging ensemble learners•Reliable susceptibility mapping using the Dagging-LWL model (AUC = 0.983)•Providing insights for developing more advanced forest fire predictive models
ArticleNumber 101292
Author Pham, Binh Thai
Phuong, Tran Thi Mai
Yen, Hoang Phan Hai
Tuyen, Tran Thi
Nguyen-Thoi, Trung
Jaafari, Abolfazl
Phong, Tran Van
Van Le, Hiep
Nguyen, Son Hoang
Nguyen, Huu Duy
Prakash, Indra
Author_xml – sequence: 1
  givenname: Tran Thi
  surname: Tuyen
  fullname: Tuyen, Tran Thi
  email: tuyentt@vinhuni.edu.vn
  organization: Department of Resource and Environment Management, School of Agriculture and Resources, Vinh University, Viet Nam
– sequence: 2
  givenname: Abolfazl
  surname: Jaafari
  fullname: Jaafari, Abolfazl
  email: jaafari@rifr-ac.ir
  organization: Research Institute of Forests and Rangelands, Agricultural Research, Education and Extension Organization (AREEO), Tehran, Iran
– sequence: 3
  givenname: Hoang Phan Hai
  surname: Yen
  fullname: Yen, Hoang Phan Hai
  organization: Department of Geography, School of Social Education, Vinh University, Viet Nam
– sequence: 4
  givenname: Trung
  surname: Nguyen-Thoi
  fullname: Nguyen-Thoi, Trung
  organization: Division of Computational Mathematics and Engineering, Institute for Computational Science, Ton Duc Thang University, Ho Chi Minh 700000, Viet Nam
– sequence: 5
  givenname: Tran Van
  surname: Phong
  fullname: Phong, Tran Van
  organization: Institute of Geological Sciences, Vietnam Academy of Sciences and Technology, 84 Chua Lang Street, Dong da, Hanoi, Viet Nam
– sequence: 6
  givenname: Huu Duy
  surname: Nguyen
  fullname: Nguyen, Huu Duy
  organization: Faculty of Geography, VNU University of Science, Vietnam National University, 334 Nguyen Trai, Ha Noi, Viet Nam
– sequence: 7
  givenname: Hiep
  surname: Van Le
  fullname: Van Le, Hiep
  organization: University of Transport Technology, 54 Trieu Khuc, Thanh Xuan, Ha Noi, Viet Nam
– sequence: 8
  givenname: Tran Thi Mai
  surname: Phuong
  fullname: Phuong, Tran Thi Mai
  organization: Hanoi University of Natural Resources and Environment, No 41A, Phu Dien street, Bac Tu Liem district, Hanoi City, Viet Nam
– sequence: 9
  givenname: Son Hoang
  surname: Nguyen
  fullname: Nguyen, Son Hoang
  organization: Open Education and Information Technology, Hue University, No. 05 Ha Noi Street, Hue City, Viet Nam
– sequence: 10
  givenname: Indra
  surname: Prakash
  fullname: Prakash, Indra
  organization: DDG (R) Geological Survey of India, Gandhinagar 382010, India
– sequence: 11
  givenname: Binh Thai
  surname: Pham
  fullname: Pham, Binh Thai
  email: binhpt@utt.edu.vn
  organization: University of Transport Technology, 54 Trieu Khuc, Thanh Xuan, Ha Noi, Viet Nam
BookMark eNp9kMtKAzEUhrOoYKu-gYu8wNQkk7l0I0jxBhU3ug65nLQpmcmQpGrBh3fGunZ14Of_PzjfAs360ANC15QsKaH1zX4JOrjeLhlhdIrYis3QnFYNL1YVp-dokdKeEF62LZuj7xc5DK7fYhsipIyti4DTIWkYslPOu3zEhzQV0iCzk94fMXwN3mmXMfQJOuUBd8GAT1jJBAaHHucdYB_0b_sT3HaXx9yDjP1Ekn4bosu77hKdWekTXP3dC_T-cP-2fio2r4_P67tNoUtS5wIawkyjNKimYtZw1VDTEi0p1K2EqrGKEGCSl8AIVMClbMd2C2XLlWW1KS8QP3F1DClFsGKIrpPxKCgRkzWxFydrYrImTtbG2e1pNv4GHw6iSNpBr8GMknQWJrj_AT845IAq
CitedBy_id crossref_primary_10_4236_gep_2024_125014
crossref_primary_10_1016_j_jenvman_2023_118562
crossref_primary_10_3390_f14071325
crossref_primary_10_1007_s12145_023_01182_6
crossref_primary_10_1007_s12145_022_00925_1
crossref_primary_10_1007_s11069_021_04973_6
crossref_primary_10_1080_19475705_2023_2203798
crossref_primary_10_17568_ogmoad_1066557
crossref_primary_10_1016_j_ecoinf_2022_101838
crossref_primary_10_1080_10106049_2023_2167005
crossref_primary_10_3390_fire7020055
crossref_primary_10_1080_10106049_2022_2102231
crossref_primary_10_1016_j_ecoinf_2021_101471
crossref_primary_10_1016_j_eswa_2023_121678
crossref_primary_10_1016_j_jhydrol_2021_126500
crossref_primary_10_1007_s00607_023_01219_0
crossref_primary_10_1155_2021_9934732
crossref_primary_10_1007_s11269_023_03684_w
crossref_primary_10_3390_fire6110411
crossref_primary_10_1016_j_pce_2023_103503
crossref_primary_10_3390_f15050788
crossref_primary_10_1007_s11069_022_05495_5
crossref_primary_10_1016_j_jup_2023_101612
crossref_primary_10_3390_app13148275
crossref_primary_10_1016_j_srs_2023_100088
crossref_primary_10_1007_s11356_022_24660_8
crossref_primary_10_1007_s44196_024_00452_5
crossref_primary_10_3390_f12081005
crossref_primary_10_3390_su14084668
crossref_primary_10_1029_2023EA003338
crossref_primary_10_3390_f14071506
crossref_primary_10_3390_su15076292
crossref_primary_10_1016_j_pce_2022_103235
crossref_primary_10_1038_s41598_022_23697_6
crossref_primary_10_1071_WF21149
crossref_primary_10_1016_j_ecoinf_2023_102266
crossref_primary_10_1007_s11676_022_01559_1
crossref_primary_10_3390_rs15194701
crossref_primary_10_3390_s23042151
crossref_primary_10_1016_j_ecoinf_2021_101348
crossref_primary_10_1016_j_ecoinf_2021_101349
crossref_primary_10_1016_j_heliyon_2024_e25259
crossref_primary_10_3390_rs14215515
crossref_primary_10_1016_j_ecoinf_2022_101647
crossref_primary_10_3390_f14040704
crossref_primary_10_1080_10106049_2022_2048904
crossref_primary_10_3390_inventions7010015
crossref_primary_10_3390_aerospace10030305
crossref_primary_10_3390_su13115877
crossref_primary_10_1080_10106049_2022_2087751
crossref_primary_10_1007_s11269_021_02957_6
Cites_doi 10.1109/TII.2019.2952565
10.1038/s41558-020-0716-1
10.1016/j.foreco.2019.117723
10.1007/s11676-018-0867-3
10.1111/gcb.14987
10.3390/rs11010086
10.1016/j.asoc.2020.106300
10.1071/WF11178
10.1016/j.jenvman.2018.07.098
10.1016/j.ecolind.2019.02.026
10.1016/j.foreco.2018.04.041
10.1016/j.ecoinf.2018.05.009
10.1016/j.envsoft.2020.104704
10.1016/j.swevo.2019.100626
10.1139/x00-178
10.3390/rs12101689
10.1023/A:1007652114878
10.1016/j.rse.2020.111702
10.1016/j.cose.2018.09.015
10.1023/A:1011641601076
10.1071/WF19070
10.1007/s13595-018-0790-y
10.1109/TII.2019.2933582
10.1016/j.catena.2019.104396
10.3390/f12010005
10.3390/app10010016
10.1016/j.inffus.2004.04.001
10.1007/BF00058655
10.1002/ece3.4076
10.3390/f11030274
10.1016/j.bbadis.2017.10.036
10.1016/j.jenvman.2019.04.117
10.1016/j.envsoft.2019.104607
10.1111/tgis.12688
10.1016/j.rse.2020.111891
10.1016/j.agrformet.2016.05.003
10.1016/j.jenvman.2019.109867
10.5558/tfc77357-2
10.1016/j.catena.2019.104304
10.3390/ijgi8060277
10.1016/j.autcon.2019.102859
10.1016/j.ecolind.2019.01.056
10.1016/j.jenvman.2017.11.059
10.1016/j.asoc.2017.09.011
10.1007/s10661-017-6225-7
10.1016/j.foreco.2018.10.051
10.1002/joc.6358
10.1071/WF19069
10.1016/j.apm.2019.10.044
10.1071/WF08187
10.3390/en13061438
10.3390/sym12061022
10.1016/j.catena.2020.104777
10.1071/WF10109
10.1016/j.landurbplan.2010.11.017
10.1109/TPAMI.2019.2910514
10.3390/sym12040604
10.3390/f11050507
10.1080/10106049.2018.1499820
10.1016/j.quascirev.2016.03.022
10.1016/j.flora.2017.04.002
10.2991/ijcis.11.1.22
10.1007/s12524-016-0557-6
10.1016/j.jhydrol.2018.01.042
10.1016/j.scitotenv.2019.05.298
10.1016/j.future.2018.04.021
10.1007/s13762-017-1371-6
10.1016/j.scitotenv.2015.02.063
10.1016/j.foreco.2011.10.031
10.1016/j.cie.2018.08.018
10.1088/1748-9326/11/7/075005
10.1016/S0893-6080(05)80023-1
10.1071/WF19039
10.1038/s41598-018-36134-4
10.1016/j.ecoinf.2017.12.006
10.1016/j.ecoinf.2017.03.003
10.1016/j.agwat.2019.03.035
10.1016/j.envsoft.2015.08.002
10.1038/s41598-020-71295-1
10.1109/ACCESS.2019.2957837
10.1016/j.jclepro.2020.123185
10.1007/s00267-014-0269-z
10.1080/0952813X.2012.721010
10.1016/j.scitotenv.2018.11.462
10.1139/x2012-064
10.1046/j.1461-0248.2003.00394.x
10.1016/S0005-1098(01)00030-9
10.1016/j.catena.2019.104101
10.1016/j.geoderma.2013.07.024
10.1071/WF09030
10.1175/2009JCLI2900.1
10.1109/TIP.2019.2921877
10.3390/w10111536
ContentType Journal Article
Copyright 2021 Elsevier B.V.
Copyright_xml – notice: 2021 Elsevier B.V.
DBID AAYXX
CITATION
DOI 10.1016/j.ecoinf.2021.101292
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Ecology
ExternalDocumentID 10_1016_j_ecoinf_2021_101292
S1574954121000832
GroupedDBID --K
--M
.~1
0R~
0SF
1B1
1~.
1~5
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
AABVA
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AATLK
AAXUO
ABFNM
ABFYP
ABGRD
ABJNI
ABLST
ABMAC
ABXDB
ABYKQ
ACDAQ
ACGFS
ACRLP
ADBBV
ADEZE
ADMUD
ADQTV
AEBSH
AEKER
AENEX
AEQOU
AFKWA
AFTJW
AFXIZ
AGHFR
AGUBO
AGYEJ
AHEUO
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKIFW
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BKOJK
BLECG
BLXMC
CBWCG
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FIRID
FNPLU
FYGXN
G-Q
GBLVA
HVGLF
HZ~
IHE
J1W
KCYFY
KOM
M41
MO0
N9A
N~3
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RIG
ROL
RPZ
SDF
SDG
SES
SPCBC
SSA
SSJ
SSZ
T5K
~G-
AAHBH
AAXKI
AAYXX
ACRPL
ADNMO
ADVLN
AFJKZ
AKRWK
CITATION
GROUPED_DOAJ
ID FETCH-LOGICAL-c306t-e702d7bceb752fd4b71d80ca1e68ae57fb00e2a43e20e5e4aa87bc8e384bf26d3
IEDL.DBID .~1
ISSN 1574-9541
IngestDate Fri Dec 06 01:38:33 EST 2024
Fri Feb 23 02:44:21 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Decorate
Dagging
Bagging
Machine learning
Ensemble modeling
Cascade Generalization
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c306t-e702d7bceb752fd4b71d80ca1e68ae57fb00e2a43e20e5e4aa87bc8e384bf26d3
ParticipantIDs crossref_primary_10_1016_j_ecoinf_2021_101292
elsevier_sciencedirect_doi_10_1016_j_ecoinf_2021_101292
PublicationCentury 2000
PublicationDate July 2021
2021-07-00
PublicationDateYYYYMMDD 2021-07-01
PublicationDate_xml – month: 07
  year: 2021
  text: July 2021
PublicationDecade 2020
PublicationTitle Ecological informatics
PublicationYear 2021
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References Cai, Saberian, Vasconcelos (bb0065) 2019; 42
Kim (bb0255) 2019; 11
Thach (bb0450) 2018; 46
Jaafari (bb0215) 2018
Mousavi, Tripunitara (bb0350) 2019; 81
Hosmer, Lemeshow, Sturdivant (bb0210) 2013
Veronesi, Schillaci (bb0470) 2019; 101
Goldarag, Mohammadzadeh, Ardakani (bb0170) 2016; 44
Li, Huang (bb0270) 2018; 1864
Lima, Cannon, Hsieh (bb0290) 2015; 73
Zhang (bb0530) 2020; 128
Dimitrakopoulos, Papaioannou (bb0115) 2001; 37
Nolan (bb0360) 2020; 26
Cao (bb0070) 2019; 16
Jiang, Cai, Zhang, Wang (bb0240) 2013; 25
Han, Zhang, Chen, Wei, Liu (bb0190) 2019; 218
Jaafari, Pourghasemi (bb0220) 2019
Liang, Zhang, Wang (bb0285) 2019; 7
Wu (bb0520) 2020; 29
Kuhn, Johnson (bb0260) 2013
Wu (bb0515) 2020; 187
Karnieli (bb0245) 2010; 23
Moayedi, Mehrabi, Bui, Pradhan, Foong (bb0340) 2020; 260
Melville, Mooney (bb0330) 2005; 6
Goleiji, Hosseini, Khorasani, Monavari (bb0175) 2017; 189
Wu, He, Yang, Liang (bb0510) 2015; 518
Lu (bb0300) 2020; 40
Lv, Qiao (bb0305) 2020; 92
Angayarkkani, Radhakrishnan (bb0020) 2011
Zhao, Chen (bb0535) 2020; 10
Renard, Pélissier, Ramesh, Kodandapani (bb0410) 2012; 21
Guo (bb0185) 2017; 231
Parisien, Dawe, Miller, Stockdale, Armitage (bb0375) 2020; 28
Reyes, Cano, Fardoun, Ventura (bb0415) 2018; 11
Carmo, Moreira, Casimiro, Vaz (bb0080) 2011; 100
Atkeson, Moore, Schaal (bb0030) 1997
Gibson, Danaher, Hehir, Collins (bb0165) 2020; 240
Ma, Feng, Cheng, Chen, Wang (bb0310) 2020; 11
Bergeron, Gauthier, Kafka, Lefort, Lesieur (bb0045) 2001; 31
Rahmati (bb0400) 2019; 718
Vilar, Woolford, Martell, Martín (bb0490) 2010; 19
Parente, Amraoui, Menezes, Pereira (bb0365) 2019; 685
Sun, Yang, Yang, Xu (bb0440) 2019
McCune, Grace, Urban (bb0325) 2002
Parisien (bb0370) 2016; 11
Abrams, Nowacki (bb0015) 2019; 76
Boer, de Dios, Bradstock (bb0050) 2020; 10
Bush (bb0060) 2016; 141
Dong, Cui, Si (bb0120) 2020; 79
Kelsey (bb0250) 2019
Breiman (bb0055) 1996; 24
Jaafari, Razavi Termeh, Bui (bb0235) 2019; 243
Elia, Giannico, Spano, Lafortezza, Sanesi (bb0125) 2020; 29
Flannigan, Krawchuk, de Groot, Wotton, Gowman (bb0140) 2009; 18
Ting, Witten (bb0455) 1997
Abedini (bb0010) 2019; 34
Abedi Gheshlaghi, Feizizadeh, Blaschke, Lakes, Tajbar (bb0005) 2021; 25
Pourreza, Hosseini, Sinegani, Matinizadeh, Dick (bb0395) 2014; 213
Pham (bb0390) 2020; 12
Sun, Pan, Yang (bb0435) 2017; 61
Nami, Jaafari, Fallah, Nabiuni (bb0355) 2018; 15
Mosavi, Ozturk, Chau (bb0345) 2018; 10
Gholamnia, Gudiyangada Nachappa, Ghorbanzadeh, Blaschke (bb0160) 2020; 12
Vicente-Serrano, Quiring, Peña-Gallardo, Yuan, Domínguez-Castro (bb0475) 2019; 201
Wei, Larsen (bb0500) 2019; 8
Ricotta, Di Vito (bb0420) 2014; 53
Sevinc, Kucuk, Goltas (bb0430) 2020; 457
Francos, Ubeda, Pereira (bb0145) 2020; 31
Pham (bb0385) 2019; 182
Kuuluvainen, Grenfell (bb0265) 2012; 42
He, Shen, Zhang (bb0195) 2018; 206
Zhang, Wang, Liu (bb0525) 2019
Li (bb0275) 2019; 28
Rodrigues, Jiménez-Ruano, Peña-Angulo, de la Riva (bb0425) 2018; 225
Feng, Lu, Yao, Yu (bb0130) 2020; 10
Wang, Zhang, van Beek, Tian, Bogaard (bb0495) 2020; 124
da Silva (bb0110) 2018; 424
Barlow, Peres, Lagan, Haugaasen (bb0040) 2003; 6
Chao (bb0090) 2018; 558
Chen, Li (bb0095) 2020; 195
Hirsch (bb0200) 2001; 77
Vecín-Arias, Castedo-Dorado, Ordóñez, Rodríguez-Pérez (bb0465) 2016; 225
Tewari, Dwivedi (bb0445) 2019; 128
Massada, Syphard, Stewart, Radeloff (bb0320) 2013; 22
Chen, Qiao, Xu, Feng, Cai (bb0100) 2019; 15
García-Llamas (bb0155) 2019; 433
Tran (bb0460) 2020
Bai, Ren, Li (bb0035) 2019; 93
Li (bb0280) 2020; 185
Parkins, York, Di Stefano (bb0380) 2018; 8
Gralewicz, Nelson, Wulder (bb0180) 2012; 265
Chakraborty, Dey, Gupta (bb0085) 2019
Cao, Zhao, Gu, Ling, Ma (bb0075) 2020; 53
Choi, Hur (bb0105) 2020; 13
Fernández-García, Marcos, Reyes, Calvo (bb0135) 2020; 11
Jaafari, Zenner, Pham (bb0230) 2018; 43
Jaafari, Gholami, Zenner (bb0225) 2017; 39
Wolpert (bb0505) 1992; 5
Viedma (bb0485) 2020; 247
Arif, Ishihara, Inooka (bb0025) 2001; 37
Mafi-Gholami, Zenner, Jaafari, Ward (bb0315) 2019; 656
Liu, Yi, Wang (bb0295) 2020; 276
Razavi-Termeh, Sadeghi-Niaraki, Choi (bb0405) 2020; 12
Zhu, Wang, Chen, Wu, Kim (bb0540) 2019; 106
Milanović (bb0335) 2021; 12
Gama, Brazdil (bb0150) 2000; 41
Viedma, Urbieta, Moreno (bb0480) 2018; 8
Hong, Jaafari, Zenner (bb0205) 2019; 101
Gralewicz (10.1016/j.ecoinf.2021.101292_bb0180) 2012; 265
Kim (10.1016/j.ecoinf.2021.101292_bb0255) 2019; 11
Lima (10.1016/j.ecoinf.2021.101292_bb0290) 2015; 73
Barlow (10.1016/j.ecoinf.2021.101292_bb0040) 2003; 6
Dong (10.1016/j.ecoinf.2021.101292_bb0120) 2020; 79
Parente (10.1016/j.ecoinf.2021.101292_bb0365) 2019; 685
Chen (10.1016/j.ecoinf.2021.101292_bb0100) 2019; 15
Kelsey (10.1016/j.ecoinf.2021.101292_bb0250) 2019
Francos (10.1016/j.ecoinf.2021.101292_bb0145) 2020; 31
Gama (10.1016/j.ecoinf.2021.101292_bb0150) 2000; 41
Parisien (10.1016/j.ecoinf.2021.101292_bb0370) 2016; 11
Kuuluvainen (10.1016/j.ecoinf.2021.101292_bb0265) 2012; 42
Mousavi (10.1016/j.ecoinf.2021.101292_bb0350) 2019; 81
Milanović (10.1016/j.ecoinf.2021.101292_bb0335) 2021; 12
Goldarag (10.1016/j.ecoinf.2021.101292_bb0170) 2016; 44
Pham (10.1016/j.ecoinf.2021.101292_bb0385) 2019; 182
Rodrigues (10.1016/j.ecoinf.2021.101292_bb0425) 2018; 225
Ricotta (10.1016/j.ecoinf.2021.101292_bb0420) 2014; 53
Zhao (10.1016/j.ecoinf.2021.101292_bb0535) 2020; 10
Sevinc (10.1016/j.ecoinf.2021.101292_bb0430) 2020; 457
Gholamnia (10.1016/j.ecoinf.2021.101292_bb0160) 2020; 12
Liang (10.1016/j.ecoinf.2021.101292_bb0285) 2019; 7
Dimitrakopoulos (10.1016/j.ecoinf.2021.101292_bb0115) 2001; 37
Guo (10.1016/j.ecoinf.2021.101292_bb0185) 2017; 231
Pourreza (10.1016/j.ecoinf.2021.101292_bb0395) 2014; 213
Vecín-Arias (10.1016/j.ecoinf.2021.101292_bb0465) 2016; 225
Wu (10.1016/j.ecoinf.2021.101292_bb0510) 2015; 518
Jaafari (10.1016/j.ecoinf.2021.101292_bb0220) 2019
Li (10.1016/j.ecoinf.2021.101292_bb0275) 2019; 28
Lu (10.1016/j.ecoinf.2021.101292_bb0300) 2020; 40
Rahmati (10.1016/j.ecoinf.2021.101292_bb0400) 2019; 718
Sun (10.1016/j.ecoinf.2021.101292_bb0435) 2017; 61
Cai (10.1016/j.ecoinf.2021.101292_bb0065) 2019; 42
Jaafari (10.1016/j.ecoinf.2021.101292_bb0235) 2019; 243
Wolpert (10.1016/j.ecoinf.2021.101292_bb0505) 1992; 5
Angayarkkani (10.1016/j.ecoinf.2021.101292_bb0020) 2011
Feng (10.1016/j.ecoinf.2021.101292_bb0130) 2020; 10
Tewari (10.1016/j.ecoinf.2021.101292_bb0445) 2019; 128
Zhang (10.1016/j.ecoinf.2021.101292_bb0525) 2019
Jaafari (10.1016/j.ecoinf.2021.101292_bb0225) 2017; 39
Veronesi (10.1016/j.ecoinf.2021.101292_bb0470) 2019; 101
McCune (10.1016/j.ecoinf.2021.101292_bb0325) 2002
Bergeron (10.1016/j.ecoinf.2021.101292_bb0045) 2001; 31
Li (10.1016/j.ecoinf.2021.101292_bb0270) 2018; 1864
Moayedi (10.1016/j.ecoinf.2021.101292_bb0340) 2020; 260
Liu (10.1016/j.ecoinf.2021.101292_bb0295) 2020; 276
Wu (10.1016/j.ecoinf.2021.101292_bb0515) 2020; 187
Han (10.1016/j.ecoinf.2021.101292_bb0190) 2019; 218
Flannigan (10.1016/j.ecoinf.2021.101292_bb0140) 2009; 18
He (10.1016/j.ecoinf.2021.101292_bb0195) 2018; 206
Reyes (10.1016/j.ecoinf.2021.101292_bb0415) 2018; 11
García-Llamas (10.1016/j.ecoinf.2021.101292_bb0155) 2019; 433
Wang (10.1016/j.ecoinf.2021.101292_bb0495) 2020; 124
Boer (10.1016/j.ecoinf.2021.101292_bb0050) 2020; 10
Thach (10.1016/j.ecoinf.2021.101292_bb0450) 2018; 46
Wu (10.1016/j.ecoinf.2021.101292_bb0520) 2020; 29
Ma (10.1016/j.ecoinf.2021.101292_bb0310) 2020; 11
da Silva (10.1016/j.ecoinf.2021.101292_bb0110) 2018; 424
Jaafari (10.1016/j.ecoinf.2021.101292_bb0215) 2018
Li (10.1016/j.ecoinf.2021.101292_bb0280) 2020; 185
Cao (10.1016/j.ecoinf.2021.101292_bb0075) 2020; 53
Choi (10.1016/j.ecoinf.2021.101292_bb0105) 2020; 13
Goleiji (10.1016/j.ecoinf.2021.101292_bb0175) 2017; 189
Chakraborty (10.1016/j.ecoinf.2021.101292_bb0085) 2019
Hong (10.1016/j.ecoinf.2021.101292_bb0205) 2019; 101
Massada (10.1016/j.ecoinf.2021.101292_bb0320) 2013; 22
Abedini (10.1016/j.ecoinf.2021.101292_bb0010) 2019; 34
Hirsch (10.1016/j.ecoinf.2021.101292_bb0200) 2001; 77
Mafi-Gholami (10.1016/j.ecoinf.2021.101292_bb0315) 2019; 656
Vilar (10.1016/j.ecoinf.2021.101292_bb0490) 2010; 19
Viedma (10.1016/j.ecoinf.2021.101292_bb0480) 2018; 8
Mosavi (10.1016/j.ecoinf.2021.101292_bb0345) 2018; 10
Melville (10.1016/j.ecoinf.2021.101292_bb0330) 2005; 6
Bai (10.1016/j.ecoinf.2021.101292_bb0035) 2019; 93
Jiang (10.1016/j.ecoinf.2021.101292_bb0240) 2013; 25
Zhang (10.1016/j.ecoinf.2021.101292_bb0530) 2020; 128
Parisien (10.1016/j.ecoinf.2021.101292_bb0375) 2020; 28
Lv (10.1016/j.ecoinf.2021.101292_bb0305) 2020; 92
Jaafari (10.1016/j.ecoinf.2021.101292_bb0230) 2018; 43
Fernández-García (10.1016/j.ecoinf.2021.101292_bb0135) 2020; 11
Renard (10.1016/j.ecoinf.2021.101292_bb0410) 2012; 21
Sun (10.1016/j.ecoinf.2021.101292_bb0440) 2019
Ting (10.1016/j.ecoinf.2021.101292_bb0455) 1997
Abrams (10.1016/j.ecoinf.2021.101292_bb0015) 2019; 76
Elia (10.1016/j.ecoinf.2021.101292_bb0125) 2020; 29
Bush (10.1016/j.ecoinf.2021.101292_bb0060) 2016; 141
Vicente-Serrano (10.1016/j.ecoinf.2021.101292_bb0475) 2019; 201
Razavi-Termeh (10.1016/j.ecoinf.2021.101292_bb0405) 2020; 12
Cao (10.1016/j.ecoinf.2021.101292_bb0070) 2019; 16
Chen (10.1016/j.ecoinf.2021.101292_bb0095) 2020; 195
Parkins (10.1016/j.ecoinf.2021.101292_bb0380) 2018; 8
Tran (10.1016/j.ecoinf.2021.101292_bb0460) 2020
Kuhn (10.1016/j.ecoinf.2021.101292_bb0260) 2013
Viedma (10.1016/j.ecoinf.2021.101292_bb0485) 2020; 247
Hosmer (10.1016/j.ecoinf.2021.101292_bb0210) 2013
Zhu (10.1016/j.ecoinf.2021.101292_bb0540) 2019; 106
Nami (10.1016/j.ecoinf.2021.101292_bb0355) 2018; 15
Nolan (10.1016/j.ecoinf.2021.101292_bb0360) 2020; 26
Wei (10.1016/j.ecoinf.2021.101292_bb0500) 2019; 8
Pham (10.1016/j.ecoinf.2021.101292_bb0390) 2020; 12
Carmo (10.1016/j.ecoinf.2021.101292_bb0080) 2011; 100
Chao (10.1016/j.ecoinf.2021.101292_bb0090) 2018; 558
Abedi Gheshlaghi (10.1016/j.ecoinf.2021.101292_bb0005) 2021; 25
Atkeson (10.1016/j.ecoinf.2021.101292_bb0030) 1997
Breiman (10.1016/j.ecoinf.2021.101292_bb0055) 1996; 24
Arif (10.1016/j.ecoinf.2021.101292_bb0025) 2001; 37
Karnieli (10.1016/j.ecoinf.2021.101292_bb0245) 2010; 23
Gibson (10.1016/j.ecoinf.2021.101292_bb0165) 2020; 240
References_xml – volume: 185
  start-page: 104304
  year: 2020
  ident: bb0280
  article-title: Distributive features of soil carbon and nutrients in permafrost regions affected by forest fires in northern Da Xing’anling (Hinggan) Mountains, NE China
  publication-title: Catena
  contributor:
    fullname: Li
– volume: 124
  start-page: 104607
  year: 2020
  ident: bb0495
  article-title: Physically-based landslide prediction over a large region: scaling low-resolution hydrological model results for high-resolution slope stability assessment
  publication-title: Environ. Model Softw.
  contributor:
    fullname: Bogaard
– volume: 25
  start-page: 273
  year: 2013
  end-page: 286
  ident: bb0240
  article-title: Naive Bayes text classifiers: a locally weighted learning approach
  publication-title: J. Exp. Theor. Artif. Intell.
  contributor:
    fullname: Wang
– volume: 43
  start-page: 200
  year: 2018
  end-page: 211
  ident: bb0230
  article-title: Wildfire spatial pattern analysis in the Zagros Mountains, Iran: a comparative study of decision tree based classifiers
  publication-title: Ecol. Inform.
  contributor:
    fullname: Pham
– volume: 53
  start-page: 1077
  year: 2014
  end-page: 1084
  ident: bb0420
  article-title: Modeling the landscape drivers of fire recurrence in Sardinia (Italy)
  publication-title: Environ. Manag.
  contributor:
    fullname: Di Vito
– volume: 182
  year: 2019
  ident: bb0385
  article-title: Hybrid computational intelligence models for groundwater potential mapping
  publication-title: Catena
  contributor:
    fullname: Pham
– volume: 225
  start-page: 36
  year: 2016
  end-page: 47
  ident: bb0465
  article-title: Biophysical and lightning characteristics drive lightning-induced fire occurrence in the central plateau of the Iberian Peninsula
  publication-title: Agric. For. Meteorol.
  contributor:
    fullname: Rodríguez-Pérez
– volume: 15
  start-page: 5971
  year: 2019
  end-page: 5979
  ident: bb0100
  article-title: A fuzzy optimization strategy for the implementation of RBF LSSVR model in vis–NIR analysis of pomelo maturity
  publication-title: IEEE Trans. Ind. Inform.
  contributor:
    fullname: Cai
– volume: 39
  start-page: 32
  year: 2017
  end-page: 44
  ident: bb0225
  article-title: A Bayesian modeling of wildfire probability in the Zagros Mountains, Iran
  publication-title: Ecol. Inform.
  contributor:
    fullname: Zenner
– volume: 26
  start-page: 1039
  year: 2020
  end-page: 1041
  ident: bb0360
  article-title: Causes and consequences of eastern Australia’s 2019–20 season of mega-fires
  publication-title: Global Change Biol.
  contributor:
    fullname: Nolan
– start-page: 607
  year: 2019
  end-page: 619
  ident: bb0220
  article-title: Factors Influencing Regional-Scale Wildfire Probability in Iran: An Application of Random Forest and Support Vector Machine, Spatial Modeling in GIS and R for Earth and Environmental Sciences
  contributor:
    fullname: Pourghasemi
– volume: 6
  start-page: 6
  year: 2003
  end-page: 8
  ident: bb0040
  article-title: Large tree mortality and the decline of forest biomass following Amazonian wildfires
  publication-title: Ecol. Lett.
  contributor:
    fullname: Haugaasen
– start-page: 11
  year: 1997
  end-page: 73
  ident: bb0030
  article-title: Locally Weighted Learning, Lazy Learning
  contributor:
    fullname: Schaal
– volume: 276
  start-page: 123185
  year: 2020
  ident: bb0295
  article-title: Exploring factors influencing construction waste reduction: A structural equation modeling approach
  publication-title: J. Clean. Prod.
  contributor:
    fullname: Wang
– volume: 5
  start-page: 241
  year: 1992
  end-page: 259
  ident: bb0505
  article-title: Stacked generalization
  publication-title: Neural Netw.
  contributor:
    fullname: Wolpert
– volume: 656
  start-page: 1326
  year: 2019
  end-page: 1336
  ident: bb0315
  article-title: Modeling multi-decadal mangrove leaf area index in response to drought along the semi-arid southern coasts of Iran
  publication-title: Sci. Total Environ.
  contributor:
    fullname: Ward
– volume: 11
  start-page: 282
  year: 2018
  end-page: 295
  ident: bb0415
  article-title: A locally weighted learning method based on a data gravitation model for multi-target regression
  publication-title: Int. J. Comput. Intel. Syst.
  contributor:
    fullname: Ventura
– volume: 265
  start-page: 20
  year: 2012
  end-page: 29
  ident: bb0180
  article-title: Factors influencing national scale wildfire susceptibility in Canada
  publication-title: For. Ecol. Manag.
  contributor:
    fullname: Wulder
– volume: 12
  start-page: 1022
  year: 2020
  ident: bb0390
  article-title: Performance evaluation of machine learning methods for forest fire modeling and prediction
  publication-title: Symmetry
  contributor:
    fullname: Pham
– volume: 81
  start-page: 1
  year: 2019
  end-page: 14
  ident: bb0350
  article-title: Constructing cascade bloom filters for efficient access enforcement
  publication-title: Comput. Secur.
  contributor:
    fullname: Tripunitara
– volume: 231
  start-page: 21
  year: 2017
  end-page: 28
  ident: bb0185
  article-title: Effects of topography and spatial processes on structuring tree species composition in a diverse heterogeneous tropical karst seasonal rainforest
  publication-title: Flora
  contributor:
    fullname: Guo
– start-page: 77
  year: 2018
  ident: bb0215
  article-title: LiDAR-supported prediction of slope failures using an integrated ensemble weights-of-evidence and analytical hierarchy process
  publication-title: Environ. Earth Sci.
  contributor:
    fullname: Jaafari
– volume: 11
  start-page: 507
  year: 2020
  ident: bb0310
  article-title: Identifying forest fire driving factors and related impacts in china using random forest algorithm
  publication-title: Forests
  contributor:
    fullname: Wang
– volume: 195
  start-page: 104777
  year: 2020
  ident: bb0095
  article-title: GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models
  publication-title: CATENA
  contributor:
    fullname: Li
– volume: 28
  start-page: 913
  year: 2020
  end-page: 926
  ident: bb0375
  article-title: Applications of simulation-based burn probability modelling: a review
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Armitage
– volume: 685
  start-page: 150
  year: 2019
  end-page: 173
  ident: bb0365
  article-title: Drought in Portugal: current regime, comparison of indices and impacts on extreme wildfires
  publication-title: Sci. Total Environ.
  contributor:
    fullname: Pereira
– volume: 7
  start-page: 176746
  year: 2019
  end-page: 176755
  ident: bb0285
  article-title: A neural network model for wildfire scale prediction using meteorological factors
  publication-title: IEEE Access
  contributor:
    fullname: Wang
– volume: 128
  start-page: 937
  year: 2019
  end-page: 947
  ident: bb0445
  article-title: Ensemble-based big data analytics of lithofacies for automatic development of petroleum reservoirs
  publication-title: Comput. Ind. Eng.
  contributor:
    fullname: Dwivedi
– start-page: 1
  year: 2019
  end-page: 20
  ident: bb0440
  article-title: An adaptive differential evolution with combined strategy for global numerical optimization
  publication-title: Soft Comput.
  contributor:
    fullname: Xu
– volume: 187
  start-page: 104396
  year: 2020
  ident: bb0515
  article-title: Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping
  publication-title: CATENA
  contributor:
    fullname: Wu
– volume: 6
  year: 2005
  ident: bb0330
  article-title: Creating diversity in ensembles using artificial data
  publication-title: Inform. Fusion
  contributor:
    fullname: Mooney
– volume: 46
  start-page: 74
  year: 2018
  end-page: 85
  ident: bb0450
  article-title: Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: a comparative study
  publication-title: Ecol. Inform.
  contributor:
    fullname: Thach
– volume: 8
  year: 2019
  ident: bb0500
  article-title: Methods to detect edge effected reductions in fire frequency in simulated forest landscapes
  publication-title: ISPRS Int. J. Geo Inform.
  contributor:
    fullname: Larsen
– volume: 11
  year: 2016
  ident: bb0370
  article-title: The spatially varying influence of humans on fire probability in North America
  publication-title: Environ. Res. Lett.
  contributor:
    fullname: Parisien
– volume: 11
  start-page: 274
  year: 2020
  ident: bb0135
  article-title: Do fire regime attributes affect soil biochemical properties in the same way under different environmental conditions?
  publication-title: Forests
  contributor:
    fullname: Calvo
– volume: 77
  start-page: 357
  year: 2001
  end-page: 363
  ident: bb0200
  article-title: Fire-smart forest management: a pragmatic approach to sustainable forest management in fire-dominated ecosystems
  publication-title: For. Chron.
  contributor:
    fullname: Hirsch
– volume: 100
  start-page: 169
  year: 2011
  end-page: 176
  ident: bb0080
  article-title: Land use and topography influences on wildfire occurrence in northern Portugal
  publication-title: Landsc. Urban Plan.
  contributor:
    fullname: Vaz
– year: 2019
  ident: bb0085
  article-title: Satellite Based Study on Amazon Rain Forest Fires and Effect on Climate
  contributor:
    fullname: Gupta
– volume: 218
  start-page: 165
  year: 2019
  end-page: 173
  ident: bb0190
  article-title: Spatially distributed crop model based on remote sensing
  publication-title: Agric. Water Manag.
  contributor:
    fullname: Liu
– volume: 44
  start-page: 885
  year: 2016
  end-page: 894
  ident: bb0170
  article-title: Fire risk assessment using neural network and logistic regression
  publication-title: J. Ind. Soc. Remote Sens.
  contributor:
    fullname: Ardakani
– volume: 76
  start-page: 8
  year: 2019
  ident: bb0015
  article-title: Global change impacts on forest and fire dynamics using paleoecology and tree census data for eastern North America
  publication-title: Ann. For. Sci.
  contributor:
    fullname: Nowacki
– volume: 106
  start-page: 102859
  year: 2019
  ident: bb0540
  article-title: Integration of BIM and GIS: IFC geometry transformation to shapefile using enhanced open-source approach
  publication-title: Autom. Constr.
  contributor:
    fullname: Kim
– volume: 243
  start-page: 358
  year: 2019
  end-page: 369
  ident: bb0235
  article-title: Genetic and firefly metaheuristic algorithms for an optimized neuro-fuzzy prediction modeling of wildfire probability
  publication-title: J. Environ. Manag.
  contributor:
    fullname: Bui
– volume: 42
  start-page: 1185
  year: 2012
  end-page: 1203
  ident: bb0265
  article-title: Natural disturbance emulation in boreal forest ecosystem management—theories, strategies, and a comparison with conventional even-aged management
  publication-title: Can. J. For. Res.
  contributor:
    fullname: Grenfell
– start-page: 24
  year: 2011
  end-page: 30
  ident: bb0020
  article-title: An effective technique to detect forest fire region through ANFIS with spatial data
  publication-title: 2011 3rd International Conference on Electronics Computer Technology
  contributor:
    fullname: Radhakrishnan
– volume: 21
  start-page: 368
  year: 2012
  end-page: 379
  ident: bb0410
  article-title: Environmental susceptibility model for predicting forest fire occurrence in the Western Ghats of India
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Kodandapani
– volume: 31
  start-page: 384
  year: 2001
  end-page: 391
  ident: bb0045
  article-title: Natural fire frequency for the eastern Canadian boreal forest: consequences for sustainable forestry
  publication-title: Can. J. For. Res.
  contributor:
    fullname: Lesieur
– volume: 12
  start-page: 604
  year: 2020
  ident: bb0160
  article-title: Comparisons of diverse machine learning approaches for wildfire susceptibility mapping
  publication-title: Symmetry
  contributor:
    fullname: Blaschke
– volume: 1864
  start-page: 2241
  year: 2018
  end-page: 2246
  ident: bb0270
  article-title: Predicting and analyzing early wake-up associated gene expressions by integrating GWAS and eQTL studies
  publication-title: Biochim. Biophys. Acta (BBA) - Mol. Basis Dis.
  contributor:
    fullname: Huang
– volume: 225
  start-page: 177
  year: 2018
  end-page: 192
  ident: bb0425
  article-title: A comprehensive spatial-temporal analysis of driving factors of human-caused wildfires in Spain using geographically weighted logistic regression
  publication-title: J. Environ. Manag.
  contributor:
    fullname: de la Riva
– year: 2019
  ident: bb0250
  article-title: Wildfires and Forest Resilience: The Case for Ecological Forestry in the Sierra Nevada
  contributor:
    fullname: Kelsey
– year: 2002
  ident: bb0325
  article-title: Analysis of Ecological Communities
  contributor:
    fullname: Urban
– volume: 16
  start-page: 3597
  year: 2019
  end-page: 3605
  ident: bb0070
  article-title: Multiobjective 3-D topology optimization of next-generation wireless data center network
  publication-title: IEEE Trans. Ind. Inform.
  contributor:
    fullname: Cao
– volume: 79
  start-page: 414
  year: 2020
  end-page: 433
  ident: bb0120
  article-title: Reliability and availability analysis of stochastic degradation systems based on bivariate Wiener processes
  publication-title: Appl. Math. Model.
  contributor:
    fullname: Si
– volume: 10
  start-page: 1
  year: 2020
  end-page: 11
  ident: bb0130
  article-title: Drought characteristics and its elevation dependence in the Qinghai–Tibet plateau during the last half-century
  publication-title: Sci. Rep.
  contributor:
    fullname: Yu
– volume: 23
  start-page: 618
  year: 2010
  end-page: 633
  ident: bb0245
  article-title: Use of NDVI and land surface temperature for drought assessment: Merits and limitations
  publication-title: J. Clim.
  contributor:
    fullname: Karnieli
– year: 1997
  ident: bb0455
  article-title: Stacking Bagged and Dagged Models
  contributor:
    fullname: Witten
– volume: 518
  start-page: 106
  year: 2015
  end-page: 116
  ident: bb0510
  article-title: Defining fire environment zones in the boreal forests of northeastern China
  publication-title: Sci. Total Environ.
  contributor:
    fullname: Liang
– volume: 206
  start-page: 1115
  year: 2018
  end-page: 1125
  ident: bb0195
  article-title: Ecological vulnerability assessment for ecological conservation and environmental management
  publication-title: J. Environ. Manag.
  contributor:
    fullname: Zhang
– volume: 11
  year: 2019
  ident: bb0255
  article-title: Multi-temporal analysis of forest fire probability using socio-economic and environmental variables
  publication-title: Remote Sens.
  contributor:
    fullname: Kim
– volume: 28
  start-page: 5663
  year: 2019
  end-page: 5678
  ident: bb0275
  article-title: A deep learning approach for multi-frame in-loop filter of HEVC
  publication-title: IEEE Trans. Image Process.
  contributor:
    fullname: Li
– start-page: 10
  year: 2020
  ident: bb0460
  article-title: Novel ensemble landslide predictive models based on the hyperpipes algorithm: a case study in the Nam Dam Commune, Vietnam
  publication-title: Appl. Sci.
  contributor:
    fullname: Tran
– start-page: 1
  year: 2019
  end-page: 18
  ident: bb0525
  article-title: Forest fire susceptibility modeling using a convolutional neural network for Yunnan Province of China
  publication-title: Int. J. Disast. Risk Sci.
  contributor:
    fullname: Liu
– year: 2013
  ident: bb0210
  article-title: Applied Logistic Regression
  contributor:
    fullname: Sturdivant
– volume: 18
  start-page: 483
  year: 2009
  end-page: 507
  ident: bb0140
  article-title: Implications of changing climate for global wildland fire
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Gowman
– year: 2013
  ident: bb0260
  article-title: Applied Predictive Modeling
  contributor:
    fullname: Johnson
– volume: 92
  start-page: 106300
  year: 2020
  ident: bb0305
  article-title: Deep belief network and linear perceptron based cognitive computing for collaborative robots
  publication-title: Appl. Soft Comput.
  contributor:
    fullname: Qiao
– volume: 29
  start-page: 104
  year: 2020
  end-page: 119
  ident: bb0520
  article-title: Current and future patterns of forest fire occurrence in China
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Wu
– volume: 558
  start-page: 275
  year: 2018
  end-page: 289
  ident: bb0090
  article-title: Geographically weighted regression based methods for merging satellite and gauge precipitation
  publication-title: J. Hydrol.
  contributor:
    fullname: Chao
– volume: 25
  start-page: 311
  year: 2021
  end-page: 333
  ident: bb0005
  article-title: Forest fire susceptibility modeling using hybrid approaches
  publication-title: Trans. GIS
  contributor:
    fullname: Tajbar
– volume: 10
  start-page: 1536
  year: 2018
  ident: bb0345
  article-title: Flood prediction using machine learning models: literature review
  publication-title: Water
  contributor:
    fullname: Chau
– volume: 201
  start-page: 1
  year: 2019
  end-page: 84
  ident: bb0475
  article-title: A review of environmental droughts: increased risk under global warming?
  publication-title: Earth Sci. Rev.
  contributor:
    fullname: Domínguez-Castro
– volume: 424
  start-page: 312
  year: 2018
  end-page: 322
  ident: bb0110
  article-title: Dynamics of forest fires in the southwestern Amazon
  publication-title: For. Ecol. Manag.
  contributor:
    fullname: da Silva
– volume: 433
  start-page: 24
  year: 2019
  end-page: 32
  ident: bb0155
  article-title: Environmental drivers of fire severity in extreme fire events that affect Mediterranean pine forest ecosystems
  publication-title: For. Ecol. Manag.
  contributor:
    fullname: García-Llamas
– volume: 73
  start-page: 175
  year: 2015
  end-page: 188
  ident: bb0290
  article-title: Nonlinear regression in environmental sciences using extreme learning machines: a comparative evaluation
  publication-title: Environ. Model Softw.
  contributor:
    fullname: Hsieh
– volume: 53
  start-page: 100626
  year: 2020
  ident: bb0075
  article-title: Applying graph-based differential grouping for multiobjective large-scale optimization
  publication-title: Swarm Evol. Comput.
  contributor:
    fullname: Ma
– volume: 13
  start-page: 1438
  year: 2020
  ident: bb0105
  article-title: An ensemble learner-based bagging model using past output data for photovoltaic forecasting
  publication-title: Energies
  contributor:
    fullname: Hur
– volume: 37
  start-page: 143
  year: 2001
  end-page: 152
  ident: bb0115
  article-title: Flammability assessment of Mediterranean forest fuels
  publication-title: Fire. Technol
  contributor:
    fullname: Papaioannou
– volume: 213
  start-page: 95
  year: 2014
  end-page: 102
  ident: bb0395
  article-title: Soil microbial activity in response to fire severity in Zagros oak (Quercus brantii Lindl.) forests, Iran, after one year
  publication-title: Geoderma
  contributor:
    fullname: Dick
– volume: 260
  start-page: 109867
  year: 2020
  ident: bb0340
  article-title: Fuzzy-metaheuristic ensembles for spatial assessment of forest fire susceptibility
  publication-title: J. Environ. Manag.
  contributor:
    fullname: Foong
– volume: 40
  start-page: 2674
  year: 2020
  end-page: 2685
  ident: bb0300
  article-title: Patch aggregation trends of the global climate landscape under future global warming scenario
  publication-title: Int. J. Climatol.
  contributor:
    fullname: Lu
– volume: 247
  year: 2020
  ident: bb0485
  article-title: Disentangling the role of prefire vegetation vs. burning conditions on fire severity in a large forest fire in SE Spain
  publication-title: Remote Sens. Environ.
  contributor:
    fullname: Viedma
– volume: 24
  start-page: 123
  year: 1996
  end-page: 140
  ident: bb0055
  article-title: Bagging predictors
  publication-title: Mach. Learn.
  contributor:
    fullname: Breiman
– volume: 12
  start-page: 5
  year: 2021
  ident: bb0335
  article-title: Forest fire probability mapping in Eastern Serbia: logistic regression versus random forest method
  publication-title: Forests
  contributor:
    fullname: Milanović
– volume: 128
  start-page: 104704
  year: 2020
  ident: bb0530
  article-title: A comprehensive assessment framework for quantifying climatic and anthropogenic contributions to streamflow changes: a case study in a typical semi-arid North China basin
  publication-title: Environ. Model Softw.
  contributor:
    fullname: Zhang
– volume: 31
  start-page: 269
  year: 2020
  end-page: 278
  ident: bb0145
  article-title: Long-term forest management after wildfire (Catalonia, NE Iberian Peninsula)
  publication-title: J. For. Res.
  contributor:
    fullname: Pereira
– volume: 141
  start-page: 52
  year: 2016
  end-page: 64
  ident: bb0060
  article-title: A 6900-year history of landscape modification by humans in lowland Amazonia
  publication-title: Quat. Sci. Rev.
  contributor:
    fullname: Bush
– volume: 457
  start-page: 117723
  year: 2020
  ident: bb0430
  article-title: A Bayesian network model for prediction and analysis of possible forest fire causes
  publication-title: For. Ecol. Manag.
  contributor:
    fullname: Goltas
– volume: 42
  start-page: 2195
  year: 2019
  end-page: 2211
  ident: bb0065
  article-title: Learning complexity-aware cascades for pedestrian detection
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  contributor:
    fullname: Vasconcelos
– volume: 37
  start-page: 881
  year: 2001
  end-page: 888
  ident: bb0025
  article-title: Incorporation of experience in iterative learning controllers using locally weighted learning
  publication-title: Automatica
  contributor:
    fullname: Inooka
– volume: 10
  start-page: 171
  year: 2020
  end-page: 172
  ident: bb0050
  article-title: Unprecedented burn area of Australian mega forest fires
  publication-title: Nat. Clim. Chang.
  contributor:
    fullname: Bradstock
– volume: 29
  start-page: 120
  year: 2020
  end-page: 131
  ident: bb0125
  article-title: Likelihood and frequency of recurrent fire ignitions in highly urbanised Mediterranean landscapes
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Sanesi
– volume: 41
  start-page: 315
  year: 2000
  end-page: 343
  ident: bb0150
  article-title: Cascade generalization
  publication-title: Mach. Learn.
  contributor:
    fullname: Brazdil
– volume: 240
  start-page: 111702
  year: 2020
  ident: bb0165
  article-title: A remote sensing approach to mapping fire severity in south-eastern Australia using sentinel 2 and random forest
  publication-title: Remote Sens. Environ.
  contributor:
    fullname: Collins
– volume: 718
  year: 2019
  ident: bb0400
  article-title: Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia
  publication-title: Sci. Total Environ.
  contributor:
    fullname: Rahmati
– volume: 12
  start-page: 1689
  year: 2020
  ident: bb0405
  article-title: Ubiquitous GIS-based forest fire susceptibility mapping using artificial intelligence methods
  publication-title: Remote Sens.
  contributor:
    fullname: Choi
– volume: 8
  start-page: 5937
  year: 2018
  end-page: 5948
  ident: bb0380
  article-title: Edge effects in fire-prone landscapes: ecological importance and implications for fauna
  publication-title: Ecol. Evol.
  contributor:
    fullname: Di Stefano
– volume: 8
  start-page: 17797
  year: 2018
  ident: bb0480
  article-title: Wildfires and the role of their drivers are changing over time in a large rural area of west-central Spain
  publication-title: Sci. Rep.
  contributor:
    fullname: Moreno
– volume: 22
  start-page: 174
  year: 2013
  end-page: 183
  ident: bb0320
  article-title: Wildfire ignition-distribution modelling: a comparative study in the Huron–Manistee National Forest, Michigan, USA
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Radeloff
– volume: 34
  start-page: 1427
  year: 2019
  end-page: 1457
  ident: bb0010
  article-title: A novel hybrid approach of bayesian logistic regression and its ensembles for landslide susceptibility assessment
  publication-title: Geocarto Int.
  contributor:
    fullname: Abedini
– volume: 19
  start-page: 325
  year: 2010
  end-page: 337
  ident: bb0490
  article-title: A model for predicting human-caused wildfire occurrence in the region of Madrid, Spain
  publication-title: Int. J. Wildland Fire
  contributor:
    fullname: Martín
– volume: 10
  start-page: 16
  year: 2020
  ident: bb0535
  article-title: GIS-based evaluation of landslide susceptibility models using certainty factors and functional trees-based ensemble techniques
  publication-title: Appl. Sci.
  contributor:
    fullname: Chen
– volume: 101
  start-page: 878
  year: 2019
  end-page: 891
  ident: bb0205
  article-title: Predicting spatial patterns of wildfire susceptibility in the Huichang County, China: an integrated model to analysis of landscape indicators
  publication-title: Ecol. Indic.
  contributor:
    fullname: Zenner
– volume: 15
  start-page: 373
  year: 2018
  end-page: 384
  ident: bb0355
  article-title: Spatial prediction of wildfire probability in the Hyrcanian ecoregion using evidential belief function model and GIS
  publication-title: Int. J. Environ. Sci. Technol.
  contributor:
    fullname: Nabiuni
– volume: 189
  start-page: 612
  year: 2017
  ident: bb0175
  article-title: Forest fire risk assessment-an integrated approach based on multicriteria evaluation
  publication-title: Environ. Monit. Assess.
  contributor:
    fullname: Monavari
– volume: 101
  start-page: 1032
  year: 2019
  end-page: 1044
  ident: bb0470
  article-title: Comparison between geostatistical and machine learning models as predictors of topsoil organic carbon with a focus on local uncertainty estimation
  publication-title: Ecol. Indic.
  contributor:
    fullname: Schillaci
– volume: 93
  start-page: 1036
  year: 2019
  end-page: 1045
  ident: bb0035
  article-title: Modified genetic optimization-based locally weighted learning identification modeling of ship maneuvering with full scale trial
  publication-title: Futur. Gener. Comput. Syst.
  contributor:
    fullname: Li
– volume: 61
  start-page: 1098
  year: 2017
  end-page: 1104
  ident: bb0435
  article-title: Composite adaptive locally weighted learning control for multi-constraint nonlinear systems
  publication-title: Appl. Soft Comput.
  contributor:
    fullname: Yang
– volume: 16
  start-page: 3597
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0070
  article-title: Multiobjective 3-D topology optimization of next-generation wireless data center network
  publication-title: IEEE Trans. Ind. Inform.
  doi: 10.1109/TII.2019.2952565
  contributor:
    fullname: Cao
– volume: 10
  start-page: 171
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0050
  article-title: Unprecedented burn area of Australian mega forest fires
  publication-title: Nat. Clim. Chang.
  doi: 10.1038/s41558-020-0716-1
  contributor:
    fullname: Boer
– start-page: 10
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0460
  article-title: Novel ensemble landslide predictive models based on the hyperpipes algorithm: a case study in the Nam Dam Commune, Vietnam
  publication-title: Appl. Sci.
  contributor:
    fullname: Tran
– volume: 457
  start-page: 117723
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0430
  article-title: A Bayesian network model for prediction and analysis of possible forest fire causes
  publication-title: For. Ecol. Manag.
  doi: 10.1016/j.foreco.2019.117723
  contributor:
    fullname: Sevinc
– start-page: 1
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0525
  article-title: Forest fire susceptibility modeling using a convolutional neural network for Yunnan Province of China
  publication-title: Int. J. Disast. Risk Sci.
  contributor:
    fullname: Zhang
– volume: 31
  start-page: 269
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0145
  article-title: Long-term forest management after wildfire (Catalonia, NE Iberian Peninsula)
  publication-title: J. For. Res.
  doi: 10.1007/s11676-018-0867-3
  contributor:
    fullname: Francos
– volume: 26
  start-page: 1039
  issue: 3
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0360
  article-title: Causes and consequences of eastern Australia’s 2019–20 season of mega-fires
  publication-title: Global Change Biol.
  doi: 10.1111/gcb.14987
  contributor:
    fullname: Nolan
– volume: 11
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0255
  article-title: Multi-temporal analysis of forest fire probability using socio-economic and environmental variables
  publication-title: Remote Sens.
  doi: 10.3390/rs11010086
  contributor:
    fullname: Kim
– volume: 92
  start-page: 106300
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0305
  article-title: Deep belief network and linear perceptron based cognitive computing for collaborative robots
  publication-title: Appl. Soft Comput.
  doi: 10.1016/j.asoc.2020.106300
  contributor:
    fullname: Lv
– volume: 22
  start-page: 174
  year: 2013
  ident: 10.1016/j.ecoinf.2021.101292_bb0320
  article-title: Wildfire ignition-distribution modelling: a comparative study in the Huron–Manistee National Forest, Michigan, USA
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF11178
  contributor:
    fullname: Massada
– volume: 225
  start-page: 177
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0425
  article-title: A comprehensive spatial-temporal analysis of driving factors of human-caused wildfires in Spain using geographically weighted logistic regression
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2018.07.098
  contributor:
    fullname: Rodrigues
– year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0085
  contributor:
    fullname: Chakraborty
– volume: 101
  start-page: 1032
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0470
  article-title: Comparison between geostatistical and machine learning models as predictors of topsoil organic carbon with a focus on local uncertainty estimation
  publication-title: Ecol. Indic.
  doi: 10.1016/j.ecolind.2019.02.026
  contributor:
    fullname: Veronesi
– volume: 718
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0400
  article-title: Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia
  publication-title: Sci. Total Environ.
  contributor:
    fullname: Rahmati
– start-page: 1
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0440
  article-title: An adaptive differential evolution with combined strategy for global numerical optimization
  publication-title: Soft Comput.
  contributor:
    fullname: Sun
– year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0250
  contributor:
    fullname: Kelsey
– volume: 424
  start-page: 312
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0110
  article-title: Dynamics of forest fires in the southwestern Amazon
  publication-title: For. Ecol. Manag.
  doi: 10.1016/j.foreco.2018.04.041
  contributor:
    fullname: da Silva
– year: 2013
  ident: 10.1016/j.ecoinf.2021.101292_bb0260
  contributor:
    fullname: Kuhn
– volume: 46
  start-page: 74
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0450
  article-title: Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: a comparative study
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2018.05.009
  contributor:
    fullname: Thach
– volume: 128
  start-page: 104704
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0530
  article-title: A comprehensive assessment framework for quantifying climatic and anthropogenic contributions to streamflow changes: a case study in a typical semi-arid North China basin
  publication-title: Environ. Model Softw.
  doi: 10.1016/j.envsoft.2020.104704
  contributor:
    fullname: Zhang
– volume: 53
  start-page: 100626
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0075
  article-title: Applying graph-based differential grouping for multiobjective large-scale optimization
  publication-title: Swarm Evol. Comput.
  doi: 10.1016/j.swevo.2019.100626
  contributor:
    fullname: Cao
– volume: 31
  start-page: 384
  year: 2001
  ident: 10.1016/j.ecoinf.2021.101292_bb0045
  article-title: Natural fire frequency for the eastern Canadian boreal forest: consequences for sustainable forestry
  publication-title: Can. J. For. Res.
  doi: 10.1139/x00-178
  contributor:
    fullname: Bergeron
– volume: 12
  start-page: 1689
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0405
  article-title: Ubiquitous GIS-based forest fire susceptibility mapping using artificial intelligence methods
  publication-title: Remote Sens.
  doi: 10.3390/rs12101689
  contributor:
    fullname: Razavi-Termeh
– volume: 41
  start-page: 315
  year: 2000
  ident: 10.1016/j.ecoinf.2021.101292_bb0150
  article-title: Cascade generalization
  publication-title: Mach. Learn.
  doi: 10.1023/A:1007652114878
  contributor:
    fullname: Gama
– volume: 240
  start-page: 111702
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0165
  article-title: A remote sensing approach to mapping fire severity in south-eastern Australia using sentinel 2 and random forest
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2020.111702
  contributor:
    fullname: Gibson
– volume: 81
  start-page: 1
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0350
  article-title: Constructing cascade bloom filters for efficient access enforcement
  publication-title: Comput. Secur.
  doi: 10.1016/j.cose.2018.09.015
  contributor:
    fullname: Mousavi
– volume: 37
  start-page: 143
  year: 2001
  ident: 10.1016/j.ecoinf.2021.101292_bb0115
  article-title: Flammability assessment of Mediterranean forest fuels
  publication-title: Fire. Technol
  doi: 10.1023/A:1011641601076
  contributor:
    fullname: Dimitrakopoulos
– volume: 29
  start-page: 120
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0125
  article-title: Likelihood and frequency of recurrent fire ignitions in highly urbanised Mediterranean landscapes
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF19070
  contributor:
    fullname: Elia
– volume: 76
  start-page: 8
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0015
  article-title: Global change impacts on forest and fire dynamics using paleoecology and tree census data for eastern North America
  publication-title: Ann. For. Sci.
  doi: 10.1007/s13595-018-0790-y
  contributor:
    fullname: Abrams
– volume: 15
  start-page: 5971
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0100
  article-title: A fuzzy optimization strategy for the implementation of RBF LSSVR model in vis–NIR analysis of pomelo maturity
  publication-title: IEEE Trans. Ind. Inform.
  doi: 10.1109/TII.2019.2933582
  contributor:
    fullname: Chen
– volume: 187
  start-page: 104396
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0515
  article-title: Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping
  publication-title: CATENA
  doi: 10.1016/j.catena.2019.104396
  contributor:
    fullname: Wu
– volume: 12
  start-page: 5
  year: 2021
  ident: 10.1016/j.ecoinf.2021.101292_bb0335
  article-title: Forest fire probability mapping in Eastern Serbia: logistic regression versus random forest method
  publication-title: Forests
  doi: 10.3390/f12010005
  contributor:
    fullname: Milanović
– volume: 10
  start-page: 16
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0535
  article-title: GIS-based evaluation of landslide susceptibility models using certainty factors and functional trees-based ensemble techniques
  publication-title: Appl. Sci.
  doi: 10.3390/app10010016
  contributor:
    fullname: Zhao
– volume: 6
  year: 2005
  ident: 10.1016/j.ecoinf.2021.101292_bb0330
  article-title: Creating diversity in ensembles using artificial data
  publication-title: Inform. Fusion
  doi: 10.1016/j.inffus.2004.04.001
  contributor:
    fullname: Melville
– volume: 24
  start-page: 123
  year: 1996
  ident: 10.1016/j.ecoinf.2021.101292_bb0055
  article-title: Bagging predictors
  publication-title: Mach. Learn.
  doi: 10.1007/BF00058655
  contributor:
    fullname: Breiman
– volume: 8
  start-page: 5937
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0380
  article-title: Edge effects in fire-prone landscapes: ecological importance and implications for fauna
  publication-title: Ecol. Evol.
  doi: 10.1002/ece3.4076
  contributor:
    fullname: Parkins
– volume: 11
  start-page: 274
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0135
  article-title: Do fire regime attributes affect soil biochemical properties in the same way under different environmental conditions?
  publication-title: Forests
  doi: 10.3390/f11030274
  contributor:
    fullname: Fernández-García
– volume: 1864
  start-page: 2241
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0270
  article-title: Predicting and analyzing early wake-up associated gene expressions by integrating GWAS and eQTL studies
  publication-title: Biochim. Biophys. Acta (BBA) - Mol. Basis Dis.
  doi: 10.1016/j.bbadis.2017.10.036
  contributor:
    fullname: Li
– volume: 243
  start-page: 358
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0235
  article-title: Genetic and firefly metaheuristic algorithms for an optimized neuro-fuzzy prediction modeling of wildfire probability
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2019.04.117
  contributor:
    fullname: Jaafari
– volume: 124
  start-page: 104607
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0495
  article-title: Physically-based landslide prediction over a large region: scaling low-resolution hydrological model results for high-resolution slope stability assessment
  publication-title: Environ. Model Softw.
  doi: 10.1016/j.envsoft.2019.104607
  contributor:
    fullname: Wang
– volume: 25
  start-page: 311
  year: 2021
  ident: 10.1016/j.ecoinf.2021.101292_bb0005
  article-title: Forest fire susceptibility modeling using hybrid approaches
  publication-title: Trans. GIS
  doi: 10.1111/tgis.12688
  contributor:
    fullname: Abedi Gheshlaghi
– year: 1997
  ident: 10.1016/j.ecoinf.2021.101292_bb0455
  contributor:
    fullname: Ting
– volume: 247
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0485
  article-title: Disentangling the role of prefire vegetation vs. burning conditions on fire severity in a large forest fire in SE Spain
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2020.111891
  contributor:
    fullname: Viedma
– volume: 225
  start-page: 36
  year: 2016
  ident: 10.1016/j.ecoinf.2021.101292_bb0465
  article-title: Biophysical and lightning characteristics drive lightning-induced fire occurrence in the central plateau of the Iberian Peninsula
  publication-title: Agric. For. Meteorol.
  doi: 10.1016/j.agrformet.2016.05.003
  contributor:
    fullname: Vecín-Arias
– volume: 260
  start-page: 109867
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0340
  article-title: Fuzzy-metaheuristic ensembles for spatial assessment of forest fire susceptibility
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2019.109867
  contributor:
    fullname: Moayedi
– volume: 77
  start-page: 357
  year: 2001
  ident: 10.1016/j.ecoinf.2021.101292_bb0200
  article-title: Fire-smart forest management: a pragmatic approach to sustainable forest management in fire-dominated ecosystems
  publication-title: For. Chron.
  doi: 10.5558/tfc77357-2
  contributor:
    fullname: Hirsch
– volume: 185
  start-page: 104304
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0280
  article-title: Distributive features of soil carbon and nutrients in permafrost regions affected by forest fires in northern Da Xing’anling (Hinggan) Mountains, NE China
  publication-title: Catena
  doi: 10.1016/j.catena.2019.104304
  contributor:
    fullname: Li
– volume: 8
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0500
  article-title: Methods to detect edge effected reductions in fire frequency in simulated forest landscapes
  publication-title: ISPRS Int. J. Geo Inform.
  doi: 10.3390/ijgi8060277
  contributor:
    fullname: Wei
– volume: 106
  start-page: 102859
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0540
  article-title: Integration of BIM and GIS: IFC geometry transformation to shapefile using enhanced open-source approach
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2019.102859
  contributor:
    fullname: Zhu
– volume: 101
  start-page: 878
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0205
  article-title: Predicting spatial patterns of wildfire susceptibility in the Huichang County, China: an integrated model to analysis of landscape indicators
  publication-title: Ecol. Indic.
  doi: 10.1016/j.ecolind.2019.01.056
  contributor:
    fullname: Hong
– volume: 206
  start-page: 1115
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0195
  article-title: Ecological vulnerability assessment for ecological conservation and environmental management
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2017.11.059
  contributor:
    fullname: He
– volume: 201
  start-page: 1
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0475
  article-title: A review of environmental droughts: increased risk under global warming?
  publication-title: Earth Sci. Rev.
  contributor:
    fullname: Vicente-Serrano
– year: 2002
  ident: 10.1016/j.ecoinf.2021.101292_bb0325
  contributor:
    fullname: McCune
– volume: 61
  start-page: 1098
  year: 2017
  ident: 10.1016/j.ecoinf.2021.101292_bb0435
  article-title: Composite adaptive locally weighted learning control for multi-constraint nonlinear systems
  publication-title: Appl. Soft Comput.
  doi: 10.1016/j.asoc.2017.09.011
  contributor:
    fullname: Sun
– volume: 189
  start-page: 612
  year: 2017
  ident: 10.1016/j.ecoinf.2021.101292_bb0175
  article-title: Forest fire risk assessment-an integrated approach based on multicriteria evaluation
  publication-title: Environ. Monit. Assess.
  doi: 10.1007/s10661-017-6225-7
  contributor:
    fullname: Goleiji
– volume: 433
  start-page: 24
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0155
  article-title: Environmental drivers of fire severity in extreme fire events that affect Mediterranean pine forest ecosystems
  publication-title: For. Ecol. Manag.
  doi: 10.1016/j.foreco.2018.10.051
  contributor:
    fullname: García-Llamas
– volume: 40
  start-page: 2674
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0300
  article-title: Patch aggregation trends of the global climate landscape under future global warming scenario
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.6358
  contributor:
    fullname: Lu
– volume: 28
  start-page: 913
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0375
  article-title: Applications of simulation-based burn probability modelling: a review
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF19069
  contributor:
    fullname: Parisien
– volume: 79
  start-page: 414
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0120
  article-title: Reliability and availability analysis of stochastic degradation systems based on bivariate Wiener processes
  publication-title: Appl. Math. Model.
  doi: 10.1016/j.apm.2019.10.044
  contributor:
    fullname: Dong
– volume: 18
  start-page: 483
  year: 2009
  ident: 10.1016/j.ecoinf.2021.101292_bb0140
  article-title: Implications of changing climate for global wildland fire
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF08187
  contributor:
    fullname: Flannigan
– volume: 13
  start-page: 1438
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0105
  article-title: An ensemble learner-based bagging model using past output data for photovoltaic forecasting
  publication-title: Energies
  doi: 10.3390/en13061438
  contributor:
    fullname: Choi
– volume: 12
  start-page: 1022
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0390
  article-title: Performance evaluation of machine learning methods for forest fire modeling and prediction
  publication-title: Symmetry
  doi: 10.3390/sym12061022
  contributor:
    fullname: Pham
– volume: 195
  start-page: 104777
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0095
  article-title: GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models
  publication-title: CATENA
  doi: 10.1016/j.catena.2020.104777
  contributor:
    fullname: Chen
– volume: 21
  start-page: 368
  year: 2012
  ident: 10.1016/j.ecoinf.2021.101292_bb0410
  article-title: Environmental susceptibility model for predicting forest fire occurrence in the Western Ghats of India
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF10109
  contributor:
    fullname: Renard
– volume: 100
  start-page: 169
  year: 2011
  ident: 10.1016/j.ecoinf.2021.101292_bb0080
  article-title: Land use and topography influences on wildfire occurrence in northern Portugal
  publication-title: Landsc. Urban Plan.
  doi: 10.1016/j.landurbplan.2010.11.017
  contributor:
    fullname: Carmo
– volume: 42
  start-page: 2195
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0065
  article-title: Learning complexity-aware cascades for pedestrian detection
  publication-title: IEEE Trans. Pattern Anal. Mach. Intell.
  doi: 10.1109/TPAMI.2019.2910514
  contributor:
    fullname: Cai
– volume: 12
  start-page: 604
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0160
  article-title: Comparisons of diverse machine learning approaches for wildfire susceptibility mapping
  publication-title: Symmetry
  doi: 10.3390/sym12040604
  contributor:
    fullname: Gholamnia
– volume: 11
  start-page: 507
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0310
  article-title: Identifying forest fire driving factors and related impacts in china using random forest algorithm
  publication-title: Forests
  doi: 10.3390/f11050507
  contributor:
    fullname: Ma
– volume: 34
  start-page: 1427
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0010
  article-title: A novel hybrid approach of bayesian logistic regression and its ensembles for landslide susceptibility assessment
  publication-title: Geocarto Int.
  doi: 10.1080/10106049.2018.1499820
  contributor:
    fullname: Abedini
– volume: 141
  start-page: 52
  year: 2016
  ident: 10.1016/j.ecoinf.2021.101292_bb0060
  article-title: A 6900-year history of landscape modification by humans in lowland Amazonia
  publication-title: Quat. Sci. Rev.
  doi: 10.1016/j.quascirev.2016.03.022
  contributor:
    fullname: Bush
– volume: 231
  start-page: 21
  year: 2017
  ident: 10.1016/j.ecoinf.2021.101292_bb0185
  article-title: Effects of topography and spatial processes on structuring tree species composition in a diverse heterogeneous tropical karst seasonal rainforest
  publication-title: Flora
  doi: 10.1016/j.flora.2017.04.002
  contributor:
    fullname: Guo
– volume: 11
  start-page: 282
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0415
  article-title: A locally weighted learning method based on a data gravitation model for multi-target regression
  publication-title: Int. J. Comput. Intel. Syst.
  doi: 10.2991/ijcis.11.1.22
  contributor:
    fullname: Reyes
– start-page: 77
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0215
  article-title: LiDAR-supported prediction of slope failures using an integrated ensemble weights-of-evidence and analytical hierarchy process
  publication-title: Environ. Earth Sci.
  contributor:
    fullname: Jaafari
– volume: 44
  start-page: 885
  year: 2016
  ident: 10.1016/j.ecoinf.2021.101292_bb0170
  article-title: Fire risk assessment using neural network and logistic regression
  publication-title: J. Ind. Soc. Remote Sens.
  doi: 10.1007/s12524-016-0557-6
  contributor:
    fullname: Goldarag
– volume: 558
  start-page: 275
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0090
  article-title: Geographically weighted regression based methods for merging satellite and gauge precipitation
  publication-title: J. Hydrol.
  doi: 10.1016/j.jhydrol.2018.01.042
  contributor:
    fullname: Chao
– volume: 685
  start-page: 150
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0365
  article-title: Drought in Portugal: current regime, comparison of indices and impacts on extreme wildfires
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2019.05.298
  contributor:
    fullname: Parente
– volume: 93
  start-page: 1036
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0035
  article-title: Modified genetic optimization-based locally weighted learning identification modeling of ship maneuvering with full scale trial
  publication-title: Futur. Gener. Comput. Syst.
  doi: 10.1016/j.future.2018.04.021
  contributor:
    fullname: Bai
– volume: 15
  start-page: 373
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0355
  article-title: Spatial prediction of wildfire probability in the Hyrcanian ecoregion using evidential belief function model and GIS
  publication-title: Int. J. Environ. Sci. Technol.
  doi: 10.1007/s13762-017-1371-6
  contributor:
    fullname: Nami
– volume: 518
  start-page: 106
  year: 2015
  ident: 10.1016/j.ecoinf.2021.101292_bb0510
  article-title: Defining fire environment zones in the boreal forests of northeastern China
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2015.02.063
  contributor:
    fullname: Wu
– volume: 265
  start-page: 20
  year: 2012
  ident: 10.1016/j.ecoinf.2021.101292_bb0180
  article-title: Factors influencing national scale wildfire susceptibility in Canada
  publication-title: For. Ecol. Manag.
  doi: 10.1016/j.foreco.2011.10.031
  contributor:
    fullname: Gralewicz
– volume: 128
  start-page: 937
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0445
  article-title: Ensemble-based big data analytics of lithofacies for automatic development of petroleum reservoirs
  publication-title: Comput. Ind. Eng.
  doi: 10.1016/j.cie.2018.08.018
  contributor:
    fullname: Tewari
– volume: 11
  year: 2016
  ident: 10.1016/j.ecoinf.2021.101292_bb0370
  article-title: The spatially varying influence of humans on fire probability in North America
  publication-title: Environ. Res. Lett.
  doi: 10.1088/1748-9326/11/7/075005
  contributor:
    fullname: Parisien
– volume: 5
  start-page: 241
  year: 1992
  ident: 10.1016/j.ecoinf.2021.101292_bb0505
  article-title: Stacked generalization
  publication-title: Neural Netw.
  doi: 10.1016/S0893-6080(05)80023-1
  contributor:
    fullname: Wolpert
– volume: 29
  start-page: 104
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0520
  article-title: Current and future patterns of forest fire occurrence in China
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF19039
  contributor:
    fullname: Wu
– volume: 8
  start-page: 17797
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0480
  article-title: Wildfires and the role of their drivers are changing over time in a large rural area of west-central Spain
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-018-36134-4
  contributor:
    fullname: Viedma
– volume: 43
  start-page: 200
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0230
  article-title: Wildfire spatial pattern analysis in the Zagros Mountains, Iran: a comparative study of decision tree based classifiers
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2017.12.006
  contributor:
    fullname: Jaafari
– volume: 39
  start-page: 32
  year: 2017
  ident: 10.1016/j.ecoinf.2021.101292_bb0225
  article-title: A Bayesian modeling of wildfire probability in the Zagros Mountains, Iran
  publication-title: Ecol. Inform.
  doi: 10.1016/j.ecoinf.2017.03.003
  contributor:
    fullname: Jaafari
– volume: 218
  start-page: 165
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0190
  article-title: Spatially distributed crop model based on remote sensing
  publication-title: Agric. Water Manag.
  doi: 10.1016/j.agwat.2019.03.035
  contributor:
    fullname: Han
– start-page: 607
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0220
  contributor:
    fullname: Jaafari
– volume: 73
  start-page: 175
  year: 2015
  ident: 10.1016/j.ecoinf.2021.101292_bb0290
  article-title: Nonlinear regression in environmental sciences using extreme learning machines: a comparative evaluation
  publication-title: Environ. Model Softw.
  doi: 10.1016/j.envsoft.2015.08.002
  contributor:
    fullname: Lima
– volume: 10
  start-page: 1
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0130
  article-title: Drought characteristics and its elevation dependence in the Qinghai–Tibet plateau during the last half-century
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-020-71295-1
  contributor:
    fullname: Feng
– volume: 7
  start-page: 176746
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0285
  article-title: A neural network model for wildfire scale prediction using meteorological factors
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2957837
  contributor:
    fullname: Liang
– volume: 276
  start-page: 123185
  year: 2020
  ident: 10.1016/j.ecoinf.2021.101292_bb0295
  article-title: Exploring factors influencing construction waste reduction: A structural equation modeling approach
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2020.123185
  contributor:
    fullname: Liu
– volume: 53
  start-page: 1077
  year: 2014
  ident: 10.1016/j.ecoinf.2021.101292_bb0420
  article-title: Modeling the landscape drivers of fire recurrence in Sardinia (Italy)
  publication-title: Environ. Manag.
  doi: 10.1007/s00267-014-0269-z
  contributor:
    fullname: Ricotta
– volume: 25
  start-page: 273
  year: 2013
  ident: 10.1016/j.ecoinf.2021.101292_bb0240
  article-title: Naive Bayes text classifiers: a locally weighted learning approach
  publication-title: J. Exp. Theor. Artif. Intell.
  doi: 10.1080/0952813X.2012.721010
  contributor:
    fullname: Jiang
– volume: 656
  start-page: 1326
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0315
  article-title: Modeling multi-decadal mangrove leaf area index in response to drought along the semi-arid southern coasts of Iran
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2018.11.462
  contributor:
    fullname: Mafi-Gholami
– volume: 42
  start-page: 1185
  year: 2012
  ident: 10.1016/j.ecoinf.2021.101292_bb0265
  article-title: Natural disturbance emulation in boreal forest ecosystem management—theories, strategies, and a comparison with conventional even-aged management
  publication-title: Can. J. For. Res.
  doi: 10.1139/x2012-064
  contributor:
    fullname: Kuuluvainen
– volume: 6
  start-page: 6
  year: 2003
  ident: 10.1016/j.ecoinf.2021.101292_bb0040
  article-title: Large tree mortality and the decline of forest biomass following Amazonian wildfires
  publication-title: Ecol. Lett.
  doi: 10.1046/j.1461-0248.2003.00394.x
  contributor:
    fullname: Barlow
– volume: 37
  start-page: 881
  year: 2001
  ident: 10.1016/j.ecoinf.2021.101292_bb0025
  article-title: Incorporation of experience in iterative learning controllers using locally weighted learning
  publication-title: Automatica
  doi: 10.1016/S0005-1098(01)00030-9
  contributor:
    fullname: Arif
– year: 2013
  ident: 10.1016/j.ecoinf.2021.101292_bb0210
  contributor:
    fullname: Hosmer
– volume: 182
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0385
  article-title: Hybrid computational intelligence models for groundwater potential mapping
  publication-title: Catena
  doi: 10.1016/j.catena.2019.104101
  contributor:
    fullname: Pham
– volume: 213
  start-page: 95
  year: 2014
  ident: 10.1016/j.ecoinf.2021.101292_bb0395
  article-title: Soil microbial activity in response to fire severity in Zagros oak (Quercus brantii Lindl.) forests, Iran, after one year
  publication-title: Geoderma
  doi: 10.1016/j.geoderma.2013.07.024
  contributor:
    fullname: Pourreza
– start-page: 24
  year: 2011
  ident: 10.1016/j.ecoinf.2021.101292_bb0020
  article-title: An effective technique to detect forest fire region through ANFIS with spatial data
  contributor:
    fullname: Angayarkkani
– volume: 19
  start-page: 325
  year: 2010
  ident: 10.1016/j.ecoinf.2021.101292_bb0490
  article-title: A model for predicting human-caused wildfire occurrence in the region of Madrid, Spain
  publication-title: Int. J. Wildland Fire
  doi: 10.1071/WF09030
  contributor:
    fullname: Vilar
– volume: 23
  start-page: 618
  year: 2010
  ident: 10.1016/j.ecoinf.2021.101292_bb0245
  article-title: Use of NDVI and land surface temperature for drought assessment: Merits and limitations
  publication-title: J. Clim.
  doi: 10.1175/2009JCLI2900.1
  contributor:
    fullname: Karnieli
– volume: 28
  start-page: 5663
  year: 2019
  ident: 10.1016/j.ecoinf.2021.101292_bb0275
  article-title: A deep learning approach for multi-frame in-loop filter of HEVC
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2019.2921877
  contributor:
    fullname: Li
– volume: 10
  start-page: 1536
  year: 2018
  ident: 10.1016/j.ecoinf.2021.101292_bb0345
  article-title: Flood prediction using machine learning models: literature review
  publication-title: Water
  doi: 10.3390/w10111536
  contributor:
    fullname: Mosavi
– start-page: 11
  year: 1997
  ident: 10.1016/j.ecoinf.2021.101292_bb0030
  contributor:
    fullname: Atkeson
SSID ssj0043882
Score 2.5418189
Snippet Fire is among the most dangerous and devastating natural hazards in forest ecosystems around the world. The development of computational ensemble models for...
SourceID crossref
elsevier
SourceType Aggregation Database
Publisher
StartPage 101292
SubjectTerms Bagging
Cascade Generalization
Dagging
Decorate
Ensemble modeling
Machine learning
Title Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm
URI https://dx.doi.org/10.1016/j.ecoinf.2021.101292
Volume 63
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwEA-iCL6In_g58uBrXJumTfY4xsZU9EWFvZWkuc7J7Iar6ED8272krSiIDz72uEB71979rvnljpAzK6zSAbfM5lHGhIwNU9CxTAiLeDmWeeJ3dK9vkuG9uBzFoxXSa87COFplHfurmO6jdS1p19ZszyeT9m0YS0T3wnXAckDCxWERB26KwfnHF81DRMoPjHLKzGk3x-c8xwsrPPQjVok8dCLe4b-np28pZ7BFNmusSLvV7WyTFSh2yHrf95le7pL3a-2aK4wp4k6M7TTHJ6GLl4UnqnjO65I6WvuYLhxtWk-nSwpvbr96UlKsXuHJTIH6UTgL6rKZpbOCIiCkPsGh9qv_b4ryerbEmOrpePY8KR-e9sj9oH_XG7J6mALLsCooGUj0iDQZGBnz3AojQ6uCTIeQKA3oFPz-gGsRAQ8gBqG1Qm0FkRIm54mN9slqMSvggNBOomySxVabPBESAhMixgCsKyHjEuPlIWGNDdN51TMjbchkj2ll89TZPK1sfkhkY-j0h-9TDOt_rjz698pjsuGuKuLtCVktn1_gFOFFaVr-_WmRte7F1fDmE6_A01o
link.rule.ids 314,780,784,4502,24116,27924,27925,45585,45679
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8MwDI6mIQQXxFOMZw5cw9Y0bbIjQqDxGBdA4lYljTuG9tLWCSYhfjtO2iKQEAeuqSO1dmJ_br7YhJxYYZVucctsFqZMyMgwBW3LhLCIlyOZxf5Et3sXdx7F9VP0VCPn1V0YR6ssfX_h0723LkeapTabk36_eR9EEtG9cBWwHJBAP7wkIkS_uKhPP754HiJUvmOUk2ZOvLo_50lemOKhITFN5IEb4m3-e3z6FnMu18laCRbpWfE-G6QGo02yfOELTS-2yHtXu-oKPYrAE507zfBT6Gw-80wVT3pdUMdr79GZ403rwWBB4c0dWPdziukrDM0AqO-FM6MunFk6HlFEhNRHOJR-9T9OcbxsLtGjetAbT_v583CbPF5ePJx3WNlNgaWYFuQMJJpEmhSMjHhmhZGBVa1UBxArDWgV3IDAtQiBtyACobVCaQWhEibjsQ13SH00HsEuoe1Y2TiNrDZZLCS0TIAgAzCxhJRLdJgNwiodJpOiaEZSsclekkLnidN5Uui8QWSl6OSH8RP063_O3Pv3zGOy0nno3ia3V3c3-2TVPSlYuAeknk_ncIhYIzdHfi19As4J1Pc
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=Mapping+forest+fire+susceptibility+using+spatially+explicit+ensemble+models+based+on+the+locally+weighted+learning+algorithm&rft.jtitle=Ecological+informatics&rft.au=Tuyen%2C+Tran+Thi&rft.au=Jaafari%2C+Abolfazl&rft.au=Yen%2C+Hoang+Phan+Hai&rft.au=Nguyen-Thoi%2C+Trung&rft.date=2021-07-01&rft.pub=Elsevier+B.V&rft.issn=1574-9541&rft.volume=63&rft_id=info:doi/10.1016%2Fj.ecoinf.2021.101292&rft.externalDocID=S1574954121000832
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1574-9541&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1574-9541&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1574-9541&client=summon