{"id":"https://openalex.org/W3121063609","doi":"https://doi.org/10.1145/3436286.3436471","title":"Effects of sampling frequency on short-term prediction of landslide displacement","display_name":"Effects of sampling frequency on short-term prediction of landslide displacement","publication_year":2020,"publication_date":"2020-04-28","ids":{"openalex":"https://openalex.org/W3121063609","doi":"https://doi.org/10.1145/3436286.3436471","mag":"3121063609"},"language":"en","primary_location":{"id":"doi:10.1145/3436286.3436471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436286.3436471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100940267","display_name":"Wenyi Zhao","orcid":"https://orcid.org/0009-0003-4073-6573"},"institutions":[{"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":false,"raw_author_name":"Zhao Wenyi","raw_affiliation_strings":["Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China","institution_ids":["https://openalex.org/I4210164765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103665317","display_name":"Ma Juan","orcid":null},"institutions":[{"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":false,"raw_author_name":"Ma Juan","raw_affiliation_strings":["Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China","institution_ids":["https://openalex.org/I4210164765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103654040","display_name":"Zhang Ming-zhi","orcid":null},"institutions":[{"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":false,"raw_author_name":"Zhang Mingzhi","raw_affiliation_strings":["Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geo-hazard monitoring Technology and Methods China Institute of Geo-Environment Monitoring, Beijing, China","institution_ids":["https://openalex.org/I4210164765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075930980","display_name":"Cheng Chuyun","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Chuyun","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100801306","display_name":"Pang Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pang Xiao","raw_affiliation_strings":["Institute of Remote Sensing and Geographical Information Systems Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Remote Sensing and Geographical Information Systems Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210166112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091811166","display_name":"Qi Gan","orcid":null},"institutions":[{"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":false,"raw_author_name":"Qi Gan","raw_affiliation_strings":["Department of Geo-hazard Emergency response and coordination China Institute of Geo-Environment Monitoring, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geo-hazard Emergency response and coordination China Institute of Geo-Environment Monitoring, Beijing, China","institution_ids":["https://openalex.org/I4210164765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9990000128746033,"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":0.9990000128746033,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9266999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/landslide","display_name":"Landslide","score":0.7994625568389893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6641451716423035},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.5853729248046875},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5358041524887085},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.533236026763916},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4313172698020935},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39444488286972046},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3926406502723694},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.37388765811920166},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20658579468727112},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.15197399258613586},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.11883869767189026}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.7994625568389893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6641451716423035},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.5853729248046875},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5358041524887085},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.533236026763916},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4313172698020935},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39444488286972046},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3926406502723694},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.37388765811920166},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20658579468727112},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.15197399258613586},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.11883869767189026},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3436286.3436471","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436286.3436471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big Data and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2194345249","https://openalex.org/W2295598076","https://openalex.org/W2372009453","https://openalex.org/W2561675875","https://openalex.org/W2766908198","https://openalex.org/W2794357443","https://openalex.org/W2805380449","https://openalex.org/W2887650046","https://openalex.org/W3015999956","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580","https://openalex.org/W2615020820","https://openalex.org/W3106883776","https://openalex.org/W2388969307"],"abstract_inverted_index":{"Short-term":[0],"prediction":[1,13,67,86],"of":[2,5,14,21,34,47,51,68,84,93,105,120,167],"surface":[3],"displacement":[4,70],"landslide":[6,36,69],"is":[7,79,97,147,174],"important":[8,26],"to":[9,101,137,151],"short-term":[10],"warning":[11],"and":[12,58,99],"landslide,":[15],"in":[16,37,71,131],"which":[17,116],"the":[18,29,45,48,66,72,82,85,90,102,106,112,121,125,142,148,153,162,165,168,172,176,181,184],"sampling":[19,61,95],"frequency":[20],"monitoring":[22,32,49,91,108],"data":[23,33,50,92,109],"plays":[24],"an":[25],"role.":[27],"Taking":[28],"crack":[30],"gauge":[31],"Kamenziwan":[35],"Yichang":[38],"city,":[39],"Hubei":[40],"province":[41],"as":[42],"a":[43],"case,":[44],"influence":[46],"1":[52],"hour,":[53],"6":[54],"hours,":[55],"12":[56],"hours":[57,60],"24":[59],"requency":[62],"was":[63],"studied":[64],"on":[65,89],"next":[73],"three":[74],"days":[75],"using":[76],"XGBoost.":[77],"It":[78],"found":[80],"that":[81],"accuracy":[83],"model":[87],"based":[88],"different":[94,98],"frequencies":[96],"related":[100],"time":[103],"length":[104],"historical":[107],"input":[110],"by":[111],"model.":[113],"These":[114],"steps,":[115],"should":[117,157],"require":[118],"generation":[119],"final":[122],"output":[123],"from":[124,141],"styled":[126],"paper,":[127],"are":[128],"mentioned":[129],"here":[130],"this":[132,146],"paragraph.":[133],"First,":[134],"users":[135],"have":[136],"run":[138],"\"Reference":[139,143],"Numbering\"":[140],"Elements\"":[144],"menu;":[145],"first":[149],"step":[150],"start":[152],"bibliography":[154],"marking":[155,173],"(it":[156],"be":[158],"clicked":[159],"while":[160],"keeping":[161],"cursor":[163],"at":[164],"beginning":[166],"reference":[169,177],"list).":[170],"After":[171],"complete,":[175],"element":[178],"runs":[179],"all":[180],"options":[182],"under":[183],"\"Cross":[185],"Linking\"":[186],"menu.":[187]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
