{"id":"https://openalex.org/W4399860935","doi":"https://doi.org/10.1145/3661725.3661732","title":"Analysis of spatial-temporal variability and heterogeneity of soil moisture","display_name":"Analysis of spatial-temporal variability and heterogeneity of soil moisture","publication_year":2024,"publication_date":"2024-04-12","ids":{"openalex":"https://openalex.org/W4399860935","doi":"https://doi.org/10.1145/3661725.3661732"},"language":"en","primary_location":{"id":"doi:10.1145/3661725.3661732","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661725.3661732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computing Machine Learning and Data Science","raw_type":"proceedings-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/A5048088423","display_name":"Nan Zhou","orcid":"https://orcid.org/0009-0003-3950-9015"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Zhou","raw_affiliation_strings":["Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0003-3950-9015","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087946213","display_name":"Jin Hong","orcid":"https://orcid.org/0000-0001-7455-4418"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Hong","raw_affiliation_strings":["Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7455-4418","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046236516","display_name":"Wenyu Cui","orcid":"https://orcid.org/0000-0002-3606-1169"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyu Cui","raw_affiliation_strings":["Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0002-3606-1169","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022506160","display_name":"Shichao Wu","orcid":"https://orcid.org/0009-0003-6599-1079"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shichao Wu","raw_affiliation_strings":["Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0009-0003-6599-1079","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100718016","display_name":"Yuyao Wang","orcid":"https://orcid.org/0009-0009-3019-4807"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyao Wang","raw_affiliation_strings":["Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0009-3019-4807","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099295902","display_name":"Xifeng Kou","orcid":"https://orcid.org/0000-0001-5326-5932"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xifeng Kou","raw_affiliation_strings":["Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-5326-5932","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, China and \rUniversity of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048088423"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.1965,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46538079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9983000159263611,"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/T11333","display_name":"Climate change and permafrost","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7955368757247925},{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.7259578108787537},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.6431084871292114},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5773490071296692},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.557589590549469},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.5559162497520447},{"id":"https://openalex.org/keywords/humidity","display_name":"Humidity","score":0.5362287163734436},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.5134173631668091},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.48971155285835266},{"id":"https://openalex.org/keywords/air-temperature","display_name":"Air temperature","score":0.4616170823574066},{"id":"https://openalex.org/keywords/negative-correlation","display_name":"Negative correlation","score":0.4353688061237335},{"id":"https://openalex.org/keywords/positive-correlation","display_name":"Positive correlation","score":0.43305331468582153},{"id":"https://openalex.org/keywords/seasonality","display_name":"Seasonality","score":0.4329760670661926},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.38868486881256104},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.35166671872138977},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2512996792793274},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20753228664398193},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1210612952709198},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.11995381116867065},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08842068910598755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0657418966293335}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7955368757247925},{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.7259578108787537},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.6431084871292114},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5773490071296692},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.557589590549469},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.5559162497520447},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.5362287163734436},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.5134173631668091},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.48971155285835266},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.4616170823574066},{"id":"https://openalex.org/C2988405389","wikidata":"https://www.wikidata.org/wiki/Q6987247","display_name":"Negative correlation","level":2,"score":0.4353688061237335},{"id":"https://openalex.org/C2986115478","wikidata":"https://www.wikidata.org/wiki/Q186290","display_name":"Positive correlation","level":2,"score":0.43305331468582153},{"id":"https://openalex.org/C125403950","wikidata":"https://www.wikidata.org/wiki/Q2111082","display_name":"Seasonality","level":2,"score":0.4329760670661926},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.38868486881256104},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.35166671872138977},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2512996792793274},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20753228664398193},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1210612952709198},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.11995381116867065},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08842068910598755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0657418966293335},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3661725.3661732","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3661725.3661732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computing Machine Learning and Data Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8055610935","display_name":null,"funder_award_id":"2022YFF0711703","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1829241487","https://openalex.org/W1981942231","https://openalex.org/W2028979033","https://openalex.org/W2057756838","https://openalex.org/W2095705004","https://openalex.org/W2489062697","https://openalex.org/W2564145181","https://openalex.org/W2620762709","https://openalex.org/W2901773987","https://openalex.org/W3024514501","https://openalex.org/W3035845777","https://openalex.org/W3090342646","https://openalex.org/W3095821188","https://openalex.org/W3133537141","https://openalex.org/W6637050416"],"related_works":["https://openalex.org/W2355488883","https://openalex.org/W2366445832","https://openalex.org/W2354809762","https://openalex.org/W2358015382","https://openalex.org/W3089094521","https://openalex.org/W2391383857","https://openalex.org/W2367916024","https://openalex.org/W4390034218","https://openalex.org/W2380978470","https://openalex.org/W1982848097"],"abstract_inverted_index":{"An":[0,205],"analysis":[1],"of":[2,10,23,53,175,240,275,285,294],"the":[3,21,29,51,61,70,85,110,122,142,146,149,152,154,157,159,172,176,225,233,262,282,289,298,303],"spatial":[4,138,290],"and":[5,8,28,34,41,57,97,102,114,129,156,164,184,196,213,215,221,245,254,267,287,291],"temporal":[6,292],"variations":[7],"distribution":[9,139],"soil":[11,55,89,123,203],"moisture":[12,56],"(SM)":[13],"in":[14,88,131,232,252],"Lanzhou":[15,132,243],"City":[16,133,244],"was":[17,81,209,230],"performed":[18],"to":[19,83,108,148,168,271],"reveal":[20],"degree":[22],"influence":[24],"that":[25],"meteorological":[26,58],"elements":[27,239],"non-stationary":[30],"relationship":[31,111],"between":[32,112,182,211,219],"time":[33,101,189,253],"space":[35,255],"have":[36],"on":[37,48,171],"urban":[38],"hydrological":[39],"characteristics":[40],"agricultural":[42],"production.":[43],"This":[44],"study":[45,277],"is":[46,258],"based":[47],"data":[49],"from":[50,60],"reanalysis":[52],"daily":[54],"observations":[59],"European":[62],"Centre":[63],"for":[64,69,280],"Medium-Range":[65],"Weather":[66],"Forecasts":[67],"(ECMWF)":[68],"period":[71],"2000\u20132020.":[72],"The":[73,117,162,180,237,273],"geographic":[74],"neural":[75],"network":[76],"weighted":[77],"regression":[78],"(GNNWR)":[79],"model":[80],"used":[82,107],"explore":[84],"heterogeneous":[86,250],"variation":[87,251],"moisture,":[90,124],"relative":[91,125],"humidity":[92],"(RH),":[93],"air":[94,127,160,194,222],"temperature":[95],"(TEMP),":[96],"precipitation":[98],"(PRCP)":[99],"across":[100],"space,":[103],"with":[104,136,188,191,202,265],"correlation":[105,181,201,208,218,229],"analyses":[106],"investigate":[109],"SM":[113,183,212,220,241,286,295],"environmental":[115,185,238,300],"factors.":[116],"results":[118,274],"showed":[119],"that:":[120],"(1)":[121],"humidity,":[126],"TEMP,":[128,195],"PRCP":[130,165,197,268],"vary":[134],"seasonally,":[135],"their":[137],"influenced":[140,260],"by":[141,261,296],"Yellow":[143,177],"River":[144],"Basin;":[145],"closer":[147],"river":[150],"bank,":[151],"lower":[153],"RH":[155,163,214,257],"higher":[158,170],"TEMP.":[161],"were":[166],"observed":[167,210,231],"be":[169],"south":[173],"bank":[174],"River.":[178],"(2)":[179],"factors":[186],"varies":[187],"scale,":[190],"monthly":[192],"RH,":[193],"showing":[198],"a":[199,216],"positive":[200,207],"moisture.":[204],"obvious":[206],"negative":[217],"TEMP":[223,266],"during":[224],"summer;":[226],"however,":[227],"no":[228],"other":[234],"seasons.":[235],"(3)":[236],"within":[242,302],"its":[246],"surrounding":[247],"region":[248],"show":[249],"where":[256],"positively":[259],"regional":[263],"characteristics,":[264],"varying":[269],"according":[270],"location.":[272],"this":[276],"are":[278],"useful":[279],"explaining":[281],"main":[283],"drivers":[284],"controlling":[288],"variability":[293],"managing":[297],"different":[299],"parameters":[301],"region.":[304]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}