{"id":"https://openalex.org/W4302290861","doi":"https://doi.org/10.1007/s12145-022-00872-x","title":"Geospatial modeling using hybrid machine learning approach for flood susceptibility","display_name":"Geospatial modeling using hybrid machine learning approach for flood susceptibility","publication_year":2022,"publication_date":"2022-10-06","ids":{"openalex":"https://openalex.org/W4302290861","doi":"https://doi.org/10.1007/s12145-022-00872-x"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-022-00872-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00872-x","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051409077","display_name":"Bibhu Prasad Mishra","orcid":"https://orcid.org/0000-0002-6369-2863"},"institutions":[{"id":"https://openalex.org/I4400600923","display_name":"Odisha University of Technology and Research","ror":"https://ror.org/031jmyr19","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600923"]},{"id":"https://openalex.org/I13567498","display_name":"Odisha University of Agriculture and Technology","ror":"https://ror.org/03tg0z446","country_code":"IN","type":"education","lineage":["https://openalex.org/I13567498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bibhu Prasad Mishra","raw_affiliation_strings":["Department of Civil Engineering, Odisha University of Technology and Research, Bhubaneswar, India, 751029"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Odisha University of Technology and Research, Bhubaneswar, India, 751029","institution_ids":["https://openalex.org/I13567498","https://openalex.org/I4400600923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039969991","display_name":"Dillip K. Ghose","orcid":"https://orcid.org/0000-0002-5546-1424"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Dillip Kumar Ghose","raw_affiliation_strings":["Department of Civil Engineering, National Institute of Technology, Silchar, Assam, India, 788010"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, National Institute of Technology, Silchar, Assam, India, 788010","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069071721","display_name":"Deba Prakash Satapathy","orcid":"https://orcid.org/0000-0002-3463-3063"},"institutions":[{"id":"https://openalex.org/I4400600923","display_name":"Odisha University of Technology and Research","ror":"https://ror.org/031jmyr19","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600923"]},{"id":"https://openalex.org/I13567498","display_name":"Odisha University of Agriculture and Technology","ror":"https://ror.org/03tg0z446","country_code":"IN","type":"education","lineage":["https://openalex.org/I13567498"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deba Prakash Satapathy","raw_affiliation_strings":["Department of Civil Engineering, Odisha University of Technology and Research, Bhubaneswar, India, 751029"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Odisha University of Technology and Research, Bhubaneswar, India, 751029","institution_ids":["https://openalex.org/I13567498","https://openalex.org/I4400600923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039969991"],"corresponding_institution_ids":["https://openalex.org/I151903974"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.6949,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83538904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"2619","last_page":"2636"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/support-vector-machine","display_name":"Support vector machine","score":0.7814371585845947},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6647118330001831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5898557305335999},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5703247785568237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.563473641872406},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5337637066841125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5226066708564758},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4927511513233185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4620610475540161},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.44879215955734253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35551199316978455},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08900430798530579}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7814371585845947},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6647118330001831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5898557305335999},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5703247785568237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.563473641872406},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5337637066841125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5226066708564758},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4927511513233185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4620610475540161},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.44879215955734253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35551199316978455},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08900430798530579},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-022-00872-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00872-x","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W160454418","https://openalex.org/W1186112364","https://openalex.org/W1585561823","https://openalex.org/W1942836393","https://openalex.org/W1974614011","https://openalex.org/W1980878714","https://openalex.org/W1990384347","https://openalex.org/W1996140471","https://openalex.org/W2002016471","https://openalex.org/W2002177316","https://openalex.org/W2003203391","https://openalex.org/W2003275689","https://openalex.org/W2004445488","https://openalex.org/W2006247014","https://openalex.org/W2008090122","https://openalex.org/W2012360584","https://openalex.org/W2013713766","https://openalex.org/W2018178054","https://openalex.org/W2018562768","https://openalex.org/W2027386095","https://openalex.org/W2028501442","https://openalex.org/W2028785071","https://openalex.org/W2032620230","https://openalex.org/W2042315239","https://openalex.org/W2068631161","https://openalex.org/W2072509556","https://openalex.org/W2084285632","https://openalex.org/W2087347434","https://openalex.org/W2092718724","https://openalex.org/W2100168170","https://openalex.org/W2100739170","https://openalex.org/W2101661671","https://openalex.org/W2107073505","https://openalex.org/W2118483385","https://openalex.org/W2121508650","https://openalex.org/W2124246353","https://openalex.org/W2132417139","https://openalex.org/W2137831162","https://openalex.org/W2138071797","https://openalex.org/W2153305904","https://openalex.org/W2155653793","https://openalex.org/W2156589291","https://openalex.org/W2156909104","https://openalex.org/W2158698691","https://openalex.org/W2169041657","https://openalex.org/W2318768690","https://openalex.org/W2519715111","https://openalex.org/W2588309384","https://openalex.org/W2594352094","https://openalex.org/W2604912589","https://openalex.org/W2606804832","https://openalex.org/W2606983391","https://openalex.org/W2761698665","https://openalex.org/W2765742909","https://openalex.org/W2766228856","https://openalex.org/W2766400859","https://openalex.org/W2777884624","https://openalex.org/W2783383217","https://openalex.org/W2790329772","https://openalex.org/W2791328889","https://openalex.org/W2802487675","https://openalex.org/W2805256317","https://openalex.org/W2809889051","https://openalex.org/W2891154333","https://openalex.org/W2892735198","https://openalex.org/W2894920195","https://openalex.org/W2895196240","https://openalex.org/W2896013124","https://openalex.org/W2900738887","https://openalex.org/W2916335270","https://openalex.org/W2925270751","https://openalex.org/W2975989422","https://openalex.org/W2989700724","https://openalex.org/W2992667364","https://openalex.org/W2995351650","https://openalex.org/W2996701347","https://openalex.org/W3172621387","https://openalex.org/W4233045210","https://openalex.org/W4292683553"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624","https://openalex.org/W3152185262"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
