{"id":"https://openalex.org/W3081658362","doi":"https://doi.org/10.3390/rs12172833","title":"Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility","display_name":"Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3081658362","doi":"https://doi.org/10.3390/rs12172833","mag":"3081658362"},"language":"en","primary_location":{"id":"doi:10.3390/rs12172833","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172833","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2833/pdf?version=1599048505","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/17/2833/pdf?version=1599048505","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063208791","display_name":"Alireza Arabameri","orcid":"https://orcid.org/0000-0002-1142-1666"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Arabameri","raw_affiliation_strings":["Department of Geomorphology, Tarbiat Modares University, Tehran 14117-13116, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Geomorphology, Tarbiat Modares University, Tehran 14117-13116, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024032172","display_name":"Omid Asadi Nalivan","orcid":"https://orcid.org/0000-0003-2077-9413"},"institutions":[{"id":"https://openalex.org/I67388046","display_name":"Gorgan University of Agricultural Sciences and Natural Resources","ror":"https://ror.org/01w6vdf77","country_code":"IR","type":"education","lineage":["https://openalex.org/I67388046"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Omid Asadi Nalivan","raw_affiliation_strings":["Department of Watershed Management, Gorgan University of Agricultural Sciences and Natural Resources (GUASNR), Gorgan 3184761174, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Watershed Management, Gorgan University of Agricultural Sciences and Natural Resources (GUASNR), Gorgan 3184761174, Iran","institution_ids":["https://openalex.org/I67388046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069173284","display_name":"Subodh Chandra Pal","orcid":"https://orcid.org/0000-0003-0805-8007"},"institutions":[{"id":"https://openalex.org/I132359460","display_name":"University of Burdwan","ror":"https://ror.org/05cyd8v32","country_code":"IN","type":"education","lineage":["https://openalex.org/I132359460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subodh Chandra Pal","raw_affiliation_strings":["Department of Geography, The University of Burdwan, West Bengal 713104, India"],"affiliations":[{"raw_affiliation_string":"Department of Geography, The University of Burdwan, West Bengal 713104, India","institution_ids":["https://openalex.org/I132359460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088779978","display_name":"Rabin Chakrabortty","orcid":"https://orcid.org/0000-0002-6323-4838"},"institutions":[{"id":"https://openalex.org/I132359460","display_name":"University of Burdwan","ror":"https://ror.org/05cyd8v32","country_code":"IN","type":"education","lineage":["https://openalex.org/I132359460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rabin Chakrabortty","raw_affiliation_strings":["Department of Geography, The University of Burdwan, West Bengal 713104, India"],"affiliations":[{"raw_affiliation_string":"Department of Geography, The University of Burdwan, West Bengal 713104, India","institution_ids":["https://openalex.org/I132359460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013708833","display_name":"Asish Saha","orcid":"https://orcid.org/0000-0002-9032-2198"},"institutions":[{"id":"https://openalex.org/I132359460","display_name":"University of Burdwan","ror":"https://ror.org/05cyd8v32","country_code":"IN","type":"education","lineage":["https://openalex.org/I132359460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asish Saha","raw_affiliation_strings":["Department of Geography, The University of Burdwan, West Bengal 713104, India"],"affiliations":[{"raw_affiliation_string":"Department of Geography, The University of Burdwan, West Bengal 713104, India","institution_ids":["https://openalex.org/I132359460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077439959","display_name":"Saro Lee","orcid":"https://orcid.org/0000-0003-0409-8263"},"institutions":[{"id":"https://openalex.org/I4210142421","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210142421"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Saro Lee","raw_affiliation_strings":["Department of Geophysical Exploration, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","Geoscience Platform Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124 Gwahak-ro Yuseong-gu, Daejeon 34132, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Geophysical Exploration, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon 34113, Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Geoscience Platform Research Division, Korea Institute of Geoscience and Mineral Resources (KIGAM), 124 Gwahak-ro Yuseong-gu, Daejeon 34132, Korea","institution_ids":["https://openalex.org/I4210142421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059040421","display_name":"Biswajeet Pradhan","orcid":"https://orcid.org/0000-0001-9863-2054"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["AU","KR","MY","SA"],"is_corresponding":false,"raw_author_name":"Biswajeet Pradhan","raw_affiliation_strings":["Center of Excellence for Climate Change Research, King Abdulaziz University, P.O. Box 80234, Jeddah 21589, Saudi Arabia","Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW 2007, Australia","Department of Energy and Mineral Resources Engineering, Sejong University, Choongmu-gwan, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, Korea","Earth Observation Center, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600 UKM, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center of Excellence for Climate Change Research, King Abdulaziz University, P.O. Box 80234, Jeddah 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Centre for Advanced Modelling and Geospatial Information Systems (CAMGIS), Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Department of Energy and Mineral Resources Engineering, Sejong University, Choongmu-gwan, 209 Neungdong-ro, Gwangjin-gu, Seoul 05006, Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Earth Observation Center, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600 UKM, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076352077","display_name":"Dieu Tien Bui","orcid":"https://orcid.org/0000-0001-5161-6479"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dieu Tien Bui","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang 550000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5077439959"],"corresponding_institution_ids":["https://openalex.org/I4210142421","https://openalex.org/I88761825"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":8.7489,"has_fulltext":true,"cited_by_count":93,"citation_normalized_percentile":{"value":0.98212828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"12","issue":"17","first_page":"2833","last_page":"2833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12543","display_name":"Groundwater and Watershed Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5516183376312256},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5208990573883057},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5191342234611511},{"id":"https://openalex.org/keywords/gully-erosion","display_name":"Gully erosion","score":0.4864215850830078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48103147745132446},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4626849889755249},{"id":"https://openalex.org/keywords/land-degradation","display_name":"Land degradation","score":0.458733469247818},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44927701354026794},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.4255371689796448},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.4132218360900879},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4076104164123535},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3593147397041321},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3534114360809326},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.2708934545516968},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.259219765663147},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1140175461769104},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10468414425849915}],"concepts":[{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5516183376312256},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5208990573883057},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5191342234611511},{"id":"https://openalex.org/C2992428861","wikidata":"https://www.wikidata.org/wiki/Q1361400","display_name":"Gully erosion","level":3,"score":0.4864215850830078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48103147745132446},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4626849889755249},{"id":"https://openalex.org/C113052830","wikidata":"https://www.wikidata.org/wiki/Q3497778","display_name":"Land degradation","level":3,"score":0.458733469247818},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44927701354026794},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.4255371689796448},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.4132218360900879},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4076104164123535},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3593147397041321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3534114360809326},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2708934545516968},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.259219765663147},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1140175461769104},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10468414425849915},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12172833","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172833","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2833/pdf?version=1599048505","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:96f681c26e9d4b2789e514ed6b30dd6b","is_oa":true,"landing_page_url":"https://doaj.org/article/96f681c26e9d4b2789e514ed6b30dd6b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 17, p 2833 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/17/2833/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12172833","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 17; Pages: 2833","raw_type":"Text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/147406","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/147406","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3390/rs12172833","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172833","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2833/pdf?version=1599048505","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322097","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081658362.pdf","grobid_xml":"https://content.openalex.org/works/W3081658362.grobid-xml"},"referenced_works_count":129,"referenced_works":["https://openalex.org/W53108929","https://openalex.org/W560729542","https://openalex.org/W596984334","https://openalex.org/W1192997862","https://openalex.org/W1501162218","https://openalex.org/W1508103910","https://openalex.org/W1518010084","https://openalex.org/W1520326200","https://openalex.org/W1530053365","https://openalex.org/W1563088657","https://openalex.org/W1568201516","https://openalex.org/W1613165158","https://openalex.org/W1964130720","https://openalex.org/W1964412169","https://openalex.org/W1968473240","https://openalex.org/W1971757341","https://openalex.org/W1972376960","https://openalex.org/W1983513512","https://openalex.org/W1993284672","https://openalex.org/W2003879311","https://openalex.org/W2005346797","https://openalex.org/W2010654082","https://openalex.org/W2014727276","https://openalex.org/W2015092899","https://openalex.org/W2023203753","https://openalex.org/W2030675529","https://openalex.org/W2032237232","https://openalex.org/W2033686454","https://openalex.org/W2035983506","https://openalex.org/W2039427429","https://openalex.org/W2040990873","https://openalex.org/W2043310913","https://openalex.org/W2044622431","https://openalex.org/W2046688814","https://openalex.org/W2049271682","https://openalex.org/W2049647840","https://openalex.org/W2052525369","https://openalex.org/W2054468791","https://openalex.org/W2055563201","https://openalex.org/W2060775322","https://openalex.org/W2069301884","https://openalex.org/W2080859850","https://openalex.org/W2082507487","https://openalex.org/W2083890125","https://openalex.org/W2086063614","https://openalex.org/W2088730795","https://openalex.org/W2088733802","https://openalex.org/W2099653113","https://openalex.org/W2103439198","https://openalex.org/W2119202692","https://openalex.org/W2119821739","https://openalex.org/W2124181495","https://openalex.org/W2139416101","https://openalex.org/W2149684865","https://openalex.org/W2149736683","https://openalex.org/W2151940493","https://openalex.org/W2153307620","https://openalex.org/W2158317811","https://openalex.org/W2165953428","https://openalex.org/W2170574012","https://openalex.org/W2236234032","https://openalex.org/W2249237221","https://openalex.org/W2269516007","https://openalex.org/W2277297676","https://openalex.org/W2311094426","https://openalex.org/W2511416858","https://openalex.org/W2551325035","https://openalex.org/W2564393432","https://openalex.org/W2565656421","https://openalex.org/W2579180916","https://openalex.org/W2584860397","https://openalex.org/W2600798029","https://openalex.org/W2612631624","https://openalex.org/W2738109469","https://openalex.org/W2741517055","https://openalex.org/W2757787785","https://openalex.org/W2761962795","https://openalex.org/W2769730725","https://openalex.org/W2773983197","https://openalex.org/W2801490189","https://openalex.org/W2804247067","https://openalex.org/W2806889219","https://openalex.org/W2884484990","https://openalex.org/W2887224061","https://openalex.org/W2887697414","https://openalex.org/W2890018514","https://openalex.org/W2891131583","https://openalex.org/W2891576621","https://openalex.org/W2899997798","https://openalex.org/W2900784756","https://openalex.org/W2907675382","https://openalex.org/W2908831454","https://openalex.org/W2909193898","https://openalex.org/W2909828915","https://openalex.org/W2911688499","https://openalex.org/W2911859703","https://openalex.org/W2914109598","https://openalex.org/W2944097606","https://openalex.org/W2944626086","https://openalex.org/W2946447387","https://openalex.org/W2950297014","https://openalex.org/W2951005023","https://openalex.org/W2962689739","https://openalex.org/W2963475465","https://openalex.org/W2970885557","https://openalex.org/W2978908408","https://openalex.org/W2987204935","https://openalex.org/W2989658268","https://openalex.org/W2990572481","https://openalex.org/W2992321006","https://openalex.org/W2994312904","https://openalex.org/W2998137222","https://openalex.org/W3004928015","https://openalex.org/W3004990779","https://openalex.org/W3009350425","https://openalex.org/W3009774785","https://openalex.org/W3010185485","https://openalex.org/W3010444683","https://openalex.org/W3013306393","https://openalex.org/W3020878711","https://openalex.org/W3023488024","https://openalex.org/W3034994110","https://openalex.org/W3037107721","https://openalex.org/W3047218152","https://openalex.org/W4230616618","https://openalex.org/W4236995577","https://openalex.org/W4239510810","https://openalex.org/W4301861531","https://openalex.org/W6630409625"],"related_works":["https://openalex.org/W2895051396","https://openalex.org/W4387631523","https://openalex.org/W2796057466","https://openalex.org/W4301949329","https://openalex.org/W4386695182","https://openalex.org/W3149754316","https://openalex.org/W4401811119","https://openalex.org/W2060023058","https://openalex.org/W2038206453","https://openalex.org/W3088312023"],"abstract_inverted_index":{"The":[0,61,125,170,198,215,240],"extreme":[1],"form":[2],"of":[3,10,19,44,69,111,128,188,195,204,221,242,251,273,301],"land":[4,20,312],"degradation":[5],"caused":[6],"by":[7,165],"the":[8,17,28,73,82,121,134,138,162,167,186,189,193,196,205,208,230,243,249,252,258,263,271,282],"formation":[9],"gullies":[11],"is":[12,24,47,207,262],"a":[13],"major":[14],"challenge":[15],"for":[16,53,119,160,181,184,229],"sustainability":[18],"resources.":[21],"This":[22,299],"problem":[23,68],"more":[25],"vulnerable":[26,55],"in":[27,212,226],"arid":[29],"and":[30,33,38,57,76,94,107,113,175,191,232,237,284,306,313],"semi-arid":[31],"environment":[32],"associated":[34],"damage":[35],"to":[36,132,293,309],"agriculture":[37],"allied":[39],"economic":[40],"activities.":[41],"Appropriate":[42],"modeling":[43],"such":[45],"erosion":[46,71,123,155],"therefore":[48],"needed":[49],"with":[50,102,137,200,248],"optimum":[51],"accuracy":[52],"estimating":[54,120],"regions":[56],"taking":[58,279],"appropriate":[59,311],"initiatives.":[60],"Golestan":[62],"Dam":[63],"has":[64,77],"faced":[65],"an":[66],"acute":[67],"gully":[70,122,154],"over":[72],"last":[74],"decade":[75],"adversely":[78],"affected":[79],"society.":[80],"Here,":[81],"artificial":[83],"neural":[84],"network":[85],"(ANN),":[86],"general":[87],"linear":[88],"model":[89,211],"(GLM),":[90],"maximum":[91,139],"entropy":[92],"(MaxEnt),":[93],"support":[95],"vector":[96],"machine":[97,99],"(SVM)":[98],"learning":[100],"algorithm":[101],"90/10,":[103],"80/20,":[104],"70/30,":[105],"60/40,":[106],"50/50":[108,201],"random":[109,145,202],"partitioning":[110,146,203],"training":[112,231,283],"validation":[114,233,285],"samples":[115],"was":[116,131,246,277],"selected":[117],"purposively":[118],"susceptibility.":[124],"main":[126],"objective":[127],"this":[129,143,151,213,297],"work":[130],"predict":[133],"susceptible":[135,163],"zone":[136],"possible":[140],"accuracy.":[141],"For":[142,150],"purpose,":[144,152],"approaches":[147],"were":[148,158,179],"implemented.":[149],"20":[153],"conditioning":[156],"factors":[157,245],"considered":[159,180],"predicting":[161],"areas":[164],"considering":[166],"multi-collinearity":[168,182],"test.":[169],"variance":[171],"inflation":[172],"factor":[173,261],"(VIF)":[174],"tolerance":[176],"(TOL)":[177],"limit":[178],"assessment":[183],"reducing":[185],"error":[187],"models":[190,276,295],"increase":[192],"efficiency":[194],"outcome.":[197],"ANN":[199,227],"sample":[206],"most":[209,259],"optimal":[210],"analysis.":[214],"area":[216],"under":[217],"curve":[218],"(AUC)":[219],"values":[220],"receiver":[222],"operating":[223],"characteristics":[224],"(ROC)":[225],"(50/50)":[228],"data":[234,286],"are":[235],"0.918":[236],"0.868,":[238],"respectively.":[239],"importance":[241],"causative":[244],"estimated":[247,278],"help":[250,290,304],"Jackknife":[253],"test,":[254],"which":[255,288],"reveals":[256],"that":[257],"important":[260],"topography":[264],"position":[265],"index":[266],"(TPI).":[267],"Apart":[268],"from":[269,296],"this,":[270],"prioritization":[272],"all":[274],"predicted":[275],"into":[280],"account":[281],"set,":[287],"should":[289,303],"future":[291],"researchers":[292],"select":[294],"perspective.":[298],"type":[300],"outcome":[302],"planners":[305],"local":[307],"stakeholders":[308],"implement":[310],"water":[314],"conservation":[315],"measures.":[316]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2020-09-08T00:00:00"}