{"id":"https://openalex.org/W3159347109","doi":"https://doi.org/10.3390/ijgi10050300","title":"A Study on Prediction Model of Gully Volume Based on Morphological Features in the JINSHA Dry-Hot Valley Region of Southwest China","display_name":"A Study on Prediction Model of Gully Volume Based on Morphological Features in the JINSHA Dry-Hot Valley Region of Southwest China","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3159347109","doi":"https://doi.org/10.3390/ijgi10050300","mag":"3159347109"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi10050300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050300","pdf_url":"https://www.mdpi.com/2220-9964/10/5/300/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/10/5/300/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100637964","display_name":"Dan Yang","orcid":"https://orcid.org/0000-0001-7976-8474"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Yang","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085725210","display_name":"Mu Kai","orcid":null},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Mu","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Institute of Land and Space Ecological Restoration and Geohazards Prevention, Chengdu 610081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Institute of Land and Space Ecological Restoration and Geohazards Prevention, Chengdu 610081, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062699999","display_name":"Hui Yang","orcid":"https://orcid.org/0000-0001-5997-6823"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002501453","display_name":"Mingliang Luo","orcid":"https://orcid.org/0000-0001-5766-3436"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingliang Luo","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":"https://orcid.org/0000-0001-5766-3436","affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101628100","display_name":"Wei Lv","orcid":"https://orcid.org/0000-0003-1642-7124"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lv","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392808","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0002-1634-5703"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023784951","display_name":"Hui Liu","orcid":"https://orcid.org/0000-0002-6292-6816"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Liu","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":"https://orcid.org/0000-0002-6292-6816","affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100429185","display_name":"Zhicheng Wang","orcid":"https://orcid.org/0000-0003-4464-5727"},"institutions":[{"id":"https://openalex.org/I16351329","display_name":"China West Normal University","ror":"https://ror.org/04s99y476","country_code":"CN","type":"education","lineage":["https://openalex.org/I16351329"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhicheng Wang","raw_affiliation_strings":["School of Land and Resources, China West Normal University, Nanchong 637009, China","Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land and Resources, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]},{"raw_affiliation_string":"Sichuan Provincial Engineering Laboratory of Monitoring and Control for Soil Erosion on Dry Valleys, China West Normal University, Nanchong 637009, China","institution_ids":["https://openalex.org/I16351329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002501453"],"corresponding_institution_ids":["https://openalex.org/I16351329"],"apc_list":{"value":1700,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1700,"currency":"CHF","value_usd":1893},"fwci":0.8902,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73144367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"10","issue":"5","first_page":"300","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":1.0,"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":1.0,"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/T12383","display_name":"Aeolian processes and effects","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9962999820709229,"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/gully-erosion","display_name":"Gully erosion","score":0.8710986375808716},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.7386600375175476},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5777918100357056},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.5477190017700195},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.54376220703125},{"id":"https://openalex.org/keywords/ravine","display_name":"Ravine","score":0.5011258125305176},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4054397642612457},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.2957715392112732},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.2231331467628479},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13372448086738586},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09931564331054688}],"concepts":[{"id":"https://openalex.org/C2992428861","wikidata":"https://www.wikidata.org/wiki/Q1361400","display_name":"Gully erosion","level":3,"score":0.8710986375808716},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.7386600375175476},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5777918100357056},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.5477190017700195},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.54376220703125},{"id":"https://openalex.org/C65340099","wikidata":"https://www.wikidata.org/wiki/Q2042028","display_name":"Ravine","level":2,"score":0.5011258125305176},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4054397642612457},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.2957715392112732},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.2231331467628479},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13372448086738586},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09931564331054688},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi10050300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050300","pdf_url":"https://www.mdpi.com/2220-9964/10/5/300/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:97c9af4c989d48618558b47abcdce115","is_oa":true,"landing_page_url":"https://doaj.org/article/97c9af4c989d48618558b47abcdce115","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":"ISPRS International Journal of Geo-Information, Vol 10, Iss 5, p 300 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/10/5/300/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi10050300","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":"ISPRS International Journal of Geo-Information; Volume 10; Issue 5; Pages: 300","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi10050300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10050300","pdf_url":"https://www.mdpi.com/2220-9964/10/5/300/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G815489376","display_name":"\u57fa\u4e8eDEM\u7684\u51b2\u6c9f\u7eb5\u6a2a\u5256\u9762\u8c31\u7cfb\u7814\u7a76","funder_award_id":"41871324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3159347109.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W163566063","https://openalex.org/W314773443","https://openalex.org/W1522734037","https://openalex.org/W1709494502","https://openalex.org/W1965862534","https://openalex.org/W1973714598","https://openalex.org/W1978110877","https://openalex.org/W1984630665","https://openalex.org/W1988696756","https://openalex.org/W1994006423","https://openalex.org/W1995952323","https://openalex.org/W1998432757","https://openalex.org/W2000652503","https://openalex.org/W2002839548","https://openalex.org/W2014642711","https://openalex.org/W2033904036","https://openalex.org/W2037817851","https://openalex.org/W2038840141","https://openalex.org/W2043499216","https://openalex.org/W2044620475","https://openalex.org/W2045230031","https://openalex.org/W2046819454","https://openalex.org/W2052107687","https://openalex.org/W2062264972","https://openalex.org/W2072866943","https://openalex.org/W2076513088","https://openalex.org/W2079066428","https://openalex.org/W2083590173","https://openalex.org/W2083882210","https://openalex.org/W2089069934","https://openalex.org/W2105081431","https://openalex.org/W2111631048","https://openalex.org/W2144838887","https://openalex.org/W2145495108","https://openalex.org/W2295550603","https://openalex.org/W2355872260","https://openalex.org/W2365526002","https://openalex.org/W2378074952","https://openalex.org/W2391428156","https://openalex.org/W2394304370","https://openalex.org/W2399880127","https://openalex.org/W2765321295","https://openalex.org/W2911688499","https://openalex.org/W2913042647","https://openalex.org/W2940554901","https://openalex.org/W2954617530","https://openalex.org/W2970146884","https://openalex.org/W2975084504","https://openalex.org/W3017150305","https://openalex.org/W3035289032","https://openalex.org/W3041549894","https://openalex.org/W3047180133","https://openalex.org/W3087870633","https://openalex.org/W3089247292","https://openalex.org/W3091980963","https://openalex.org/W3103255592","https://openalex.org/W3111322109","https://openalex.org/W3123422395","https://openalex.org/W3133559467","https://openalex.org/W3146334928","https://openalex.org/W7008207952","https://openalex.org/W7066443459"],"related_works":["https://openalex.org/W2241325168","https://openalex.org/W2955751573","https://openalex.org/W2927706005","https://openalex.org/W2902460554","https://openalex.org/W2746021971","https://openalex.org/W2777155629","https://openalex.org/W2796057466","https://openalex.org/W4293539860","https://openalex.org/W4301949329","https://openalex.org/W4386695182"],"abstract_inverted_index":{"Gully":[0,16],"erosion":[1],"is":[2,18,58],"well-developed":[3],"in":[4,47,68,94,128,177,186,199],"the":[5,27,34,44,100,116,119,123,126,163,167,174,182],"Jinsha":[6],"dry-hot":[7,200],"valley":[8,201],"region,":[9],"which":[10],"has":[11],"caused":[12],"serious":[13],"soil":[14],"losses.":[15],"volume":[17,57,63,77,145,180,198],"regarded":[19],"as":[20],"an":[21,51,71],"effective":[22,52,176],"indicator":[23],"that":[24],"can":[25,39],"reflect":[26],"development":[28],"intensity":[29],"of":[30,37,55,75,103,118,122,130,139,143,169],"gully":[31,48,56,62,76,104,144,149,179,197],"erosion,":[32],"and":[33,65,80,92,111,148],"evolutionary":[35],"processes":[36,129],"gullies":[38],"be":[40,154],"predicted":[41],"based":[42,82],"on":[43,83],"dynamic":[45],"variation":[46],"volume.":[49],"Establishing":[50],"prediction":[53,73,141],"model":[54,74,168],"essential":[59],"to":[60,153,195],"determine":[61],"accurately":[64],"conveniently.":[66],"Therefore,":[67],"this":[69,187],"work,":[70],"empirical":[72,140],"was":[78,146,151,173],"constructed":[79],"verified":[81],"detailed":[84],"morphological":[85,160],"features":[86],"acquired":[87],"by":[88],"elaborate":[89],"field":[90],"investigations":[91],"measurements":[93],"134":[95],"gullies.":[96],"The":[97],"results":[98,190],"showed":[99,166],"mean":[101],"value":[102],"length,":[105],"width,":[106],"depth,":[107],"cross-section":[108],"area,":[109],"volume,":[110],"vertical":[112],"gradient":[113],"decreased":[114],"with":[115],"weakness":[117],"activity":[120],"degree":[121],"gully,":[124],"although":[125],"decrease":[127],"these":[131],"parameters":[132],"had":[133],"some":[134],"differences.":[135],"Moreover,":[136],"a":[137,155,192],"series":[138],"models":[142,184],"constructed,":[147],"length":[150],"demonstrated":[152],"better":[156],"predictor":[157],"than":[158],"other":[159],"features.":[161],"Lastly,":[162],"effectiveness":[164],"test":[165],"V":[170],"=":[171],"aL^b":[172],"most":[175],"predicting":[178],"among":[181],"different":[183],"established":[185],"study.":[188],"Our":[189],"provide":[191],"useful":[193],"approach":[194],"predict":[196],"regions.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2021-05-10T00:00:00"}