{"id":"https://openalex.org/W4379927634","doi":"https://doi.org/10.3390/rs15122996","title":"Multi-Dimensional Spatial and Temporal Variations of Ecosystem Service Values in the Li River Basin, 1990\u20132020","display_name":"Multi-Dimensional Spatial and Temporal Variations of Ecosystem Service Values in the Li River Basin, 1990\u20132020","publication_year":2023,"publication_date":"2023-06-08","ids":{"openalex":"https://openalex.org/W4379927634","doi":"https://doi.org/10.3390/rs15122996"},"language":"en","primary_location":{"id":"doi:10.3390/rs15122996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15122996","pdf_url":"https://www.mdpi.com/2072-4292/15/12/2996/pdf?version=1686216549","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/12/2996/pdf?version=1686216549","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042282783","display_name":"Jinlong Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong Hu","raw_affiliation_strings":["College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112932569","display_name":"Sicheng Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicheng Qiu","raw_affiliation_strings":["College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042430201","display_name":"Nan Luo","orcid":"https://orcid.org/0000-0002-4363-6637"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Luo","raw_affiliation_strings":["College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112120257","display_name":"Guo Qing","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Qing","raw_affiliation_strings":["College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003695143","display_name":"Chunbo Huang","orcid":"https://orcid.org/0000-0001-6222-215X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunbo Huang","raw_affiliation_strings":["Hubei Key Laboratory of Regional Ecology and Environmental Change, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China","State Key Laboratory of Biogeology and Environmental Geology, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Regional Ecology and Environmental Change, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"State Key Laboratory of Biogeology and Environmental Geology, School of Geography and Information Engineering, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042430201"],"corresponding_institution_ids":["https://openalex.org/I38706770"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.6079,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82025554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"12","first_page":"2996","last_page":"2996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9882000088691711,"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/ecosystem-services","display_name":"Ecosystem services","score":0.8887332081794739},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.6515887379646301},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6146522164344788},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.5373849272727966},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.4793730080127716},{"id":"https://openalex.org/keywords/grassland","display_name":"Grassland","score":0.4309014081954956},{"id":"https://openalex.org/keywords/ecosystem-health","display_name":"Ecosystem health","score":0.42714187502861023},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.40117084980010986},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3793914020061493},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3575587868690491},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.34706518054008484},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2202593982219696},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16307154297828674},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09237992763519287},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.0754910409450531}],"concepts":[{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.8887332081794739},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.6515887379646301},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6146522164344788},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.5373849272727966},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.4793730080127716},{"id":"https://openalex.org/C2775835988","wikidata":"https://www.wikidata.org/wiki/Q1006733","display_name":"Grassland","level":2,"score":0.4309014081954956},{"id":"https://openalex.org/C141818822","wikidata":"https://www.wikidata.org/wiki/Q17011699","display_name":"Ecosystem health","level":4,"score":0.42714187502861023},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.40117084980010986},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3793914020061493},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3575587868690491},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.34706518054008484},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2202593982219696},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16307154297828674},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09237992763519287},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0754910409450531},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15122996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15122996","pdf_url":"https://www.mdpi.com/2072-4292/15/12/2996/pdf?version=1686216549","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e868b37458cc4808b8b779764a05d35e","is_oa":true,"landing_page_url":"https://doaj.org/article/e868b37458cc4808b8b779764a05d35e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 12, p 2996 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/12/2996/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15122996","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":"Remote Sensing; Volume 15; Issue 12; Pages: 2996","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15122996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15122996","pdf_url":"https://www.mdpi.com/2072-4292/15/12/2996/pdf?version=1686216549","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6000000238418579,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3911805422","display_name":null,"funder_award_id":"31960252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7117081470","display_name":null,"funder_award_id":"32260417","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/W4379927634.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1963746476","https://openalex.org/W1970242699","https://openalex.org/W1977044542","https://openalex.org/W1978724672","https://openalex.org/W1992572706","https://openalex.org/W2001709920","https://openalex.org/W2039050307","https://openalex.org/W2041368252","https://openalex.org/W2057915416","https://openalex.org/W2082906486","https://openalex.org/W2089967026","https://openalex.org/W2092189547","https://openalex.org/W2100846025","https://openalex.org/W2124255358","https://openalex.org/W2124582776","https://openalex.org/W2156643842","https://openalex.org/W2344016363","https://openalex.org/W2345545404","https://openalex.org/W2397899391","https://openalex.org/W2482285422","https://openalex.org/W2517992100","https://openalex.org/W2560679452","https://openalex.org/W2746485780","https://openalex.org/W2753873145","https://openalex.org/W2882677188","https://openalex.org/W2945868672","https://openalex.org/W2981464168","https://openalex.org/W2995011594","https://openalex.org/W3000311882","https://openalex.org/W3015861536","https://openalex.org/W3016556954","https://openalex.org/W3016749876","https://openalex.org/W3027621616","https://openalex.org/W3126726099","https://openalex.org/W3150958336","https://openalex.org/W3174898617","https://openalex.org/W3198713248","https://openalex.org/W3202265325","https://openalex.org/W3210646360","https://openalex.org/W4200213832","https://openalex.org/W4225295166","https://openalex.org/W4226281344","https://openalex.org/W4283264757","https://openalex.org/W4285030253","https://openalex.org/W4308519443","https://openalex.org/W4311705860","https://openalex.org/W4313201546"],"related_works":["https://openalex.org/W2384345237","https://openalex.org/W2030341901","https://openalex.org/W4381804746","https://openalex.org/W2138823797","https://openalex.org/W2046304090","https://openalex.org/W2388439768","https://openalex.org/W2011497789","https://openalex.org/W2392868645","https://openalex.org/W3095126508","https://openalex.org/W2383714964"],"abstract_inverted_index":{"Changing":[0],"landscape":[1,112,347],"patterns":[2],"would":[3],"alter":[4],"ecosystem":[5,13,22,29,72,144,177,207,242,249,268,280,300],"components":[6],"and":[7,18,31,34,57,68,87,95,128,132,135,182,216,228,233,259,321,345],"functions,":[8],"affecting":[9],"the":[10,16,40,60,66,75,80,110,115,147,171,174,186,190,200,237,252,318,325],"supply":[11],"of":[12,21,36,42,71,143,164,176,189,199,206,241,248,299,342],"services.":[14,178,243],"Understanding":[15],"spatial":[17,67,96,294,309],"temporal":[19,69],"variations":[20],"services":[23,73,145,208,250,281,301],"is":[24,35,256,302],"an":[25,152],"important":[26],"basis":[27,334],"for":[28,39,196,279,335],"management":[30],"planning":[32],"decisions":[33],"great":[37],"significance":[38],"realization":[41],"regional":[43],"sustainable":[44,346],"development.":[45],"Based":[46],"on":[47],"Landsat":[48],"TM/OLI":[49],"remote":[50],"sensing":[51],"images":[52],"from":[53,84,223],"1990,":[54],"2000,":[55],"2010,":[56],"2020":[58],"in":[59,74,114,146,251,282,317,324],"Li":[61,76,116,148,191,253],"River":[62,77,117,149,192,254],"Basin,":[63,118],"we":[64],"explored":[65],"variabilities":[70],"Basin":[78,150,255],"over":[79,197],"past":[81],"30":[82],"years,":[83],"both":[85],"horizontal":[86],"vertical":[88],"dimensions,":[89],"using":[90],"modified":[91],"equivalence":[92],"factor":[93],"method":[94],"autocorrelation":[97],"analysis.":[98],"The":[99,141,204,218,245,275,296,328],"research":[100,329],"findings":[101,330],"are":[102,185,271,286,307,312],"as":[103],"follows:":[104],"(1)":[105],"Forestland":[106,169],"has":[107],"consistently":[108],"been":[109],"dominant":[111,187],"type":[113],"with":[119,160,213,220,265],"its":[120],"area":[121,211,320],"continuously":[122],"increasing,":[123],"while":[124],"farmland,":[125],"water":[126],"bodies,":[127],"grassland":[129],"have":[130,138,236],"decreased,":[131],"construction":[133],"land":[134,137,343],"bare":[136],"increased.":[139],"(2)":[140],"value":[142,175,205,240,270],"exhibited":[151],"initial":[153],"increase":[154,163],"followed":[155],"by":[156,314],"a":[157,161,266,291,332],"decrease":[158],"trend,":[159],"net":[162],"9.20":[165],"\u00d7":[166],"108":[167],"yuan.":[168],"contributed":[170],"most":[172],"to":[173,225,261],"(3)":[179],"Hydrological":[180],"regulation":[181,184],"climate":[183],"functions":[188],"Basin\u2019s":[193],"ecosystems,":[194],"accounting":[195],"50%":[198],"total":[201,239],"contribution.":[202],"(4)":[203],"per":[209],"unit":[210],"increases":[212],"increasing":[214],"slope":[215],"elevation.":[217],"segments":[219],"slopes":[221],"ranging":[222],"15":[224],"25":[226],"degrees":[227],"elevation":[229],"zones":[230],"between":[231],"200":[232],"500":[234],"m":[235],"highest":[238],"(5)":[244],"overall":[246,297],"level":[247],"relatively":[257,303],"high":[258],"continues":[260],"rise,":[262],"but":[263,305],"areas":[264],"low":[267],"service":[269],"gradually":[272],"concentrated.":[273],"(6)":[274],"Moran\u2019s":[276],"I":[277],"values":[278,316,323],"all":[283],"four":[284],"periods":[285],"greater":[287],"than":[288],"0,":[289],"indicating":[290],"significant":[292,308],"positive":[293],"autocorrelation.":[295],"pattern":[298],"stable,":[304],"there":[306],"variations,":[310],"which":[311],"characterized":[313],"lower":[315],"central":[319],"higher":[322],"surrounding":[326],"areas.":[327],"provide":[331],"scientific":[333],"watershed":[336],"ecological":[337],"environment":[338],"construction,":[339],"optimal":[340],"allocation":[341],"resources,":[344],"management.":[348]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-06-09T00:00:00"}
