{"id":"https://openalex.org/W2006336191","doi":"https://doi.org/10.1016/j.enggeo.2006.02.007","title":"Application of back-propagation networks in debris flow prediction","display_name":"Application of back-propagation networks in debris flow prediction","publication_year":2006,"publication_date":"2006-04-20","ids":{"openalex":"https://openalex.org/W2006336191","doi":"https://doi.org/10.1016/j.enggeo.2006.02.007","mag":"2006336191"},"language":"en","primary_location":{"id":"doi:10.1016/j.enggeo.2006.02.007","doi":"https://doi.org/10.1016/j.enggeo.2006.02.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enggeo.2006.02.007","pdf_url":null,"source":{"id":"https://openalex.org/S65957803","display_name":"Engineering Geology","issn_l":"0013-7952","issn":["0013-7952","1872-6917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Geology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5004339826","display_name":"Tung-Chueng Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33374188","display_name":"Kao Yuan University","ror":"https://ror.org/04nk1k821","country_code":"TW","type":"education","lineage":["https://openalex.org/I33374188"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tung-Chueng Chang","raw_affiliation_strings":["Department of Civil Engineering, Kao-Yuan University, 1821 Chung-san Rd., Lu-chu Township, Kaohsiung County, 821, Taiwan, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Kao-Yuan University, 1821 Chung-san Rd., Lu-chu Township, Kaohsiung County, 821, Taiwan, Republic of China","institution_ids":["https://openalex.org/I33374188"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091065754","display_name":"Ru\u2010Jen Chao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33374188","display_name":"Kao Yuan University","ror":"https://ror.org/04nk1k821","country_code":"TW","type":"education","lineage":["https://openalex.org/I33374188"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ru-Jen Chao","raw_affiliation_strings":["Department of Information Management, Kao-Yuan University, 1821 Chung-san Rd., Lu-chu Township, Kaohsiung County, 821, Taiwan, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Kao-Yuan University, 1821 Chung-san Rd., Lu-chu Township, Kaohsiung County, 821, Taiwan, Republic of China","institution_ids":["https://openalex.org/I33374188"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004339826"],"corresponding_institution_ids":["https://openalex.org/I33374188"],"apc_list":{"value":4210,"currency":"USD","value_usd":4210},"apc_paid":null,"fwci":20.3759,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.99028839,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"85","issue":"3-4","first_page":"270","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9994999766349792,"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":0.9994999766349792,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":9.999999747378752e-05,"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/T10889","display_name":"Soil erosion and sediment transport","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/debris-flow-prediction","display_name":"debris flow prediction","score":0.9879999756813049},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.7870000004768372},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9350000023841858},{"id":"https://openalex.org/keywords/debris-flow-hazard-mitigation","display_name":"debris flow hazard mitigation","score":0.7360000014305115},{"id":"https://openalex.org/keywords/catchment-characteristics","display_name":"catchment characteristics","score":0.5070000290870667},{"id":"https://openalex.org/keywords/rainfall-intensity","display_name":"rainfall intensity","score":0.796999990940094},{"id":"https://openalex.org/keywords/effective-rainfall","display_name":"effective rainfall","score":0.5699999928474426},{"id":"https://openalex.org/keywords/eastern-taiwan","display_name":"eastern Taiwan","score":0.578000009059906},{"id":"https://openalex.org/keywords/reservoir-pollution","display_name":"reservoir water pollution","score":0.4830000102519989}],"concepts":[{"id":"https://openalex.org/C2776643431","wikidata":"https://www.wikidata.org/wiki/Q1817963","display_name":"Debris flow","level":3,"score":0.8741556406021118},{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.839131236076355},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6761234402656555},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.5025603771209717},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.48907214403152466},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.47630107402801514},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.4197778105735779},{"id":"https://openalex.org/C122058494","wikidata":"https://www.wikidata.org/wiki/Q7974425","display_name":"Watershed area","level":3,"score":0.41860246658325195},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.41250288486480713},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.27216678857803345},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2721613049507141},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26408857107162476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17991942167282104},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14178535342216492},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.enggeo.2006.02.007","doi":"https://doi.org/10.1016/j.enggeo.2006.02.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enggeo.2006.02.007","pdf_url":null,"source":{"id":"https://openalex.org/S65957803","display_name":"Engineering Geology","issn_l":"0013-7952","issn":["0013-7952","1872-6917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Geology","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.614.6021","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.614.6021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.kyu.edu.tw/93/96paper/96%E9%9B%BB%E5%AD%90%E6%AA%94/96-076.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1535810436","https://openalex.org/W1543659671","https://openalex.org/W1970845156","https://openalex.org/W1971581014","https://openalex.org/W2055823751","https://openalex.org/W2122410182","https://openalex.org/W2124776405","https://openalex.org/W2171144767","https://openalex.org/W3144708829","https://openalex.org/W4213049061","https://openalex.org/W4253110186","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2015983786","https://openalex.org/W2226049339","https://openalex.org/W2016717054","https://openalex.org/W3111782250","https://openalex.org/W2053267883","https://openalex.org/W2147370269","https://openalex.org/W2073563095","https://openalex.org/W399158085","https://openalex.org/W2385882146","https://openalex.org/W3027286686"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
