{"id":"https://openalex.org/W4406530036","doi":"https://doi.org/10.1080/10095020.2024.2440614","title":"Susceptibility modeling of hydro-morphological processes considered river topology","display_name":"Susceptibility modeling of hydro-morphological processes considered river topology","publication_year":2025,"publication_date":"2025-01-17","ids":{"openalex":"https://openalex.org/W4406530036","doi":"https://doi.org/10.1080/10095020.2024.2440614"},"language":"en","primary_location":{"id":"doi:10.1080/10095020.2024.2440614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2024.2440614","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/10095020.2024.2440614","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100332713","display_name":"Nan Wang","orcid":"https://orcid.org/0000-0001-7491-3580"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Wang","raw_affiliation_strings":["Northeast Normal University","Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-7491-3580","affiliations":[{"raw_affiliation_string":"Northeast Normal University","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101583267","display_name":"Mingxiao Li","orcid":"https://orcid.org/0000-0003-0779-4432"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210102541","display_name":"Shenzhen Bay Laboratory","ror":"https://ror.org/00sdcjz77","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210102541"]},{"id":"https://openalex.org/I4210164765","display_name":"China Institute of Geological Environmental Monitoring","ror":"https://ror.org/05tdz0n30","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390","https://openalex.org/I4210164765"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingxiao Li","raw_affiliation_strings":["Key Laboratory for Geo-Environmental Monitoring of Great Bay Area MNR","Shenzhen University","Key Laboratory for Geo-Environmental Monitoring of Great Bay Area MNR, Shenzhen, China","Guangdong Key Laboratory of Urban Informatics, College of Civil and Transportation Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0779-4432","affiliations":[{"raw_affiliation_string":"Key Laboratory for Geo-Environmental Monitoring of Great Bay Area MNR","institution_ids":["https://openalex.org/I4210164765"]},{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Key Laboratory for Geo-Environmental Monitoring of Great Bay Area MNR, Shenzhen, China","institution_ids":["https://openalex.org/I4210102541"]},{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, College of Civil and Transportation Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620917","display_name":"Hongyan Zhang","orcid":"https://orcid.org/0000-0001-5262-8076"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyan Zhang","raw_affiliation_strings":["Northeast Normal University","Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0001-5262-8076","affiliations":[{"raw_affiliation_string":"Northeast Normal University","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Key Laboratory of Geographical Processes and Ecological Security in Changbai Mountains, Ministry of Education, School of Geographical Sciences, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087300057","display_name":"Weiming Cheng","orcid":"https://orcid.org/0000-0003-1580-4979"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Cheng","raw_affiliation_strings":["Chinese Academy of Sciences","University of Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1580-4979","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103797214","display_name":"Chao Du","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao Du","raw_affiliation_strings":["George Mason University","Geography and Geoinformation Science, George Mason University, Fairfax, USA"],"raw_orcid":"https://orcid.org/0009-0008-3409-921X","affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Geography and Geoinformation Science, George Mason University, Fairfax, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058353143","display_name":"Luigi Lombardo","orcid":"https://orcid.org/0000-0003-4348-7288"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Luigi Lombardo","raw_affiliation_strings":["University of Twente","Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4348-7288","affiliations":[{"raw_affiliation_string":"University of Twente","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101583267"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210102541","https://openalex.org/I4210164765"],"apc_list":{"value":1625,"currency":"GBP","value_usd":1993},"apc_paid":{"value":1625,"currency":"GBP","value_usd":1993},"fwci":1.3083,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78433641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"28","issue":"5","first_page":"2652","last_page":"2671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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":0.9843999743461609,"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"}},{"id":"https://openalex.org/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/topology","display_name":"Topology (electrical circuits)","score":0.5240060091018677},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3714093565940857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3450656235218048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2619066834449768}],"concepts":[{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5240060091018677},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3714093565940857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3450656235218048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2619066834449768},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10095020.2024.2440614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2024.2440614","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire/d7ff932f-74bf-499c-8651-6e16139595b5","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/d7ff932f-74bf-499c-8651-6e16139595b5","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wang, N, Li, M, Zhang, H, Cheng, W, Du, C & Lombardo, L 2025, 'Susceptibility modeling of hydro-morphological processes considered river topology', Geo-spatial information science, vol. 28, no. 5, pp. 2652-2671. https://doi.org/10.1080/10095020.2024.2440614","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:91efcb1635364960bb5c08ae70dd9324","is_oa":true,"landing_page_url":"https://doaj.org/article/91efcb1635364960bb5c08ae70dd9324","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geo-spatial Information Science, Vol 28, Iss 5, Pp 2652-2671 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/10095020.2024.2440614","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10095020.2024.2440614","pdf_url":null,"source":{"id":"https://openalex.org/S36798160","display_name":"Geo-spatial Information Science","issn_l":"1009-5020","issn":["1009-5020","1993-5153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geo-spatial Information Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2706740833","display_name":null,"funder_award_id":"42101463","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8148999227","display_name":null,"funder_award_id":"2412022QD003","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322723","display_name":"China Institute of Water Resources and Hydropower Research","ror":"https://ror.org/00m4czf33"},{"id":"https://openalex.org/F4320326832","display_name":"State Key Laboratory of Resources and Environmental Information System","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1947883770","https://openalex.org/W1975872024","https://openalex.org/W1988650824","https://openalex.org/W2020188803","https://openalex.org/W2033372555","https://openalex.org/W2060430093","https://openalex.org/W2064972007","https://openalex.org/W2103439198","https://openalex.org/W2105250188","https://openalex.org/W2133387699","https://openalex.org/W2137818774","https://openalex.org/W2146773183","https://openalex.org/W2184105790","https://openalex.org/W2328290924","https://openalex.org/W2341512557","https://openalex.org/W2509507403","https://openalex.org/W2612281806","https://openalex.org/W2619767629","https://openalex.org/W2766228856","https://openalex.org/W2791328889","https://openalex.org/W2804702973","https://openalex.org/W2900969057","https://openalex.org/W2901878229","https://openalex.org/W2914767000","https://openalex.org/W2944851425","https://openalex.org/W2945861368","https://openalex.org/W2973053290","https://openalex.org/W3014673353","https://openalex.org/W3030217190","https://openalex.org/W3032913569","https://openalex.org/W3047918780","https://openalex.org/W3082056146","https://openalex.org/W3093358807","https://openalex.org/W3103865021","https://openalex.org/W3107407063","https://openalex.org/W3114034888","https://openalex.org/W3123084670","https://openalex.org/W3135024988","https://openalex.org/W3152838014","https://openalex.org/W3159897038","https://openalex.org/W3159946309","https://openalex.org/W3167268177","https://openalex.org/W3186658911","https://openalex.org/W3216731820","https://openalex.org/W3217295232","https://openalex.org/W4206834612","https://openalex.org/W4221122321","https://openalex.org/W4283018661","https://openalex.org/W4283163653","https://openalex.org/W4283461063","https://openalex.org/W4283650986","https://openalex.org/W4283658303","https://openalex.org/W4285736630","https://openalex.org/W4303983793","https://openalex.org/W4323276177","https://openalex.org/W4366086142","https://openalex.org/W4385336938","https://openalex.org/W4386969082","https://openalex.org/W4389916495","https://openalex.org/W4391481698","https://openalex.org/W4391616685","https://openalex.org/W4391677465","https://openalex.org/W4392010695","https://openalex.org/W4392776910","https://openalex.org/W4393066609","https://openalex.org/W4394817905","https://openalex.org/W4400949072","https://openalex.org/W4401073468","https://openalex.org/W6948116018"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Hydro-Morphological":[0],"Processes":[1],"(HMP,":[2],"any":[3],"natural":[4],"phenomenon":[5],"contained":[6],"within":[7],"the":[8,43,74,90,96,101,119,138,168],"spectrum":[9],"defined":[10],"between":[11,37,66,92],"debris":[12],"flows":[13],"and":[14,35,80,94,128,140,176],"flash":[15],"floods)":[16],"are":[17],"most":[18],"likely":[19],"to":[20,88,153],"occur":[21],"in":[22,47,173],"small":[23],"catchments,":[24],"especially":[25],"buffer":[26],"zones":[27],"along":[28],"or":[29],"near":[30],"rivers.":[31],"Rivers":[32],"transfer":[33],"matter":[34],"energy":[36],"hydrographic":[38],"units,":[39],"thus":[40],"potentially":[41],"affecting":[42],"occurrence":[44],"of":[45,98,142,170],"HMPs":[46,99],"nearby":[48],"catchments.":[49,67],"To":[50],"date,":[51],"previous":[52],"HMP":[53,84,143,175],"susceptibility":[54,85,97,144],"studies":[55],"based":[56],"on":[57],"data-driven":[58],"modeling":[59,145],"lacked":[60],"taking":[61],"into":[62,161],"account":[63],"these":[64],"interactions":[65,91],"In":[68],"this":[69],"work,":[70],"we":[71],"fully":[72],"considered":[73],"role":[75],"played":[76],"by":[77],"river":[78,159,171],"topology":[79,160,172],"developed":[81],"a":[82,155],"Topology-based":[83],"model":[86,112],"(Topo-HMPSM)":[87],"emulate":[89],"catchments":[93],"predict":[95],"for":[100,157],"Yangtze":[102],"River":[103],"Basin":[104],"during":[105],"1985\u20132015.":[106],"Results":[107],"confirmed":[108],"that":[109],"our":[110],"proposed":[111],"outperforms":[113],"four":[114],"selected":[115],"baseline":[116],"models":[117],"with":[118],"best":[120,125],"F1-score":[121],"(mean":[122],"=":[123,126],"0.744,":[124],"0.756)":[127],"relatively":[129],"lower":[130],"uncertainties.":[131],"A":[132],"graph-based":[133],"deep":[134,162],"neural":[135],"network":[136],"improves":[137],"predictive":[139],"interpretability":[141],"using":[146],"embedding":[147],"learning":[148,163],"techniques.":[149],"This":[150],"work":[151],"attempts":[152],"set":[154],"standard":[156],"incorporating":[158],"models.":[164],"Our":[165],"findings":[166],"highlight":[167],"importance":[169],"predicting":[174],"support":[177],"better":[178],"informed":[179],"hazard":[180],"mitigation":[181],"strategies.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}