{"id":"https://openalex.org/W4385655251","doi":"https://doi.org/10.3390/rs15163927","title":"Simulation of the Ecological Service Value and Ecological Compensation in Arid Area: A Case Study of Ecologically Vulnerable Oasis","display_name":"Simulation of the Ecological Service Value and Ecological Compensation in Arid Area: A Case Study of Ecologically Vulnerable Oasis","publication_year":2023,"publication_date":"2023-08-08","ids":{"openalex":"https://openalex.org/W4385655251","doi":"https://doi.org/10.3390/rs15163927"},"language":"en","primary_location":{"id":"doi:10.3390/rs15163927","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15163927","pdf_url":"https://www.mdpi.com/2072-4292/15/16/3927/pdf?version=1691489175","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/2072-4292/15/16/3927/pdf?version=1691489175","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101744185","display_name":"Jiamin Liu","orcid":"https://orcid.org/0000-0001-7187-8708"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamin Liu","raw_affiliation_strings":["College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108146943","display_name":"Xiutong Pei","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiutong Pei","raw_affiliation_strings":["College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025869601","display_name":"Wanyang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanyang Zhu","raw_affiliation_strings":["College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011037824","display_name":"Jizong Jiao","orcid":"https://orcid.org/0000-0003-2924-9814"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jizong Jiao","raw_affiliation_strings":["College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","Institute of Tibet Plateau Human Environment Research, Lanzhou University, Lanzhou 730000, China","The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"College of Earth and Environmental Sciences, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"Institute of Tibet Plateau Human Environment Research, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"The Key Laboratory of Western China\u2019s Environmental Systems, Ministry of Education (MOE), Lanzhou 730000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011037824"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.9645,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85585559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"16","first_page":"3927","last_page":"3927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9998999834060669,"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":0.9998999834060669,"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/T10692","display_name":"Urban Green Space and Health","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/T10841","display_name":"Economic and Environmental Valuation","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.6267044544219971},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.594577431678772},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5786832571029663},{"id":"https://openalex.org/keywords/ecological-network","display_name":"Ecological network","score":0.5131660103797913},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4843234121799469},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4724854826927185},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.44248121976852417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35722804069519043},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.31671464443206787}],"concepts":[{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.6267044544219971},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.594577431678772},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5786832571029663},{"id":"https://openalex.org/C36811481","wikidata":"https://www.wikidata.org/wiki/Q5333246","display_name":"Ecological network","level":3,"score":0.5131660103797913},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4843234121799469},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4724854826927185},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.44248121976852417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35722804069519043},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31671464443206787},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15163927","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15163927","pdf_url":"https://www.mdpi.com/2072-4292/15/16/3927/pdf?version=1691489175","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:748566dc66064363857b1e4f8288f809","is_oa":true,"landing_page_url":"https://doaj.org/article/748566dc66064363857b1e4f8288f809","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 16, p 3927 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/16/3927/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15163927","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 16; Pages: 3927","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15163927","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15163927","pdf_url":"https://www.mdpi.com/2072-4292/15/16/3927/pdf?version=1691489175","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","display_name":"Life in Land","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385655251.pdf"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W1563851131","https://openalex.org/W2027701911","https://openalex.org/W2048301428","https://openalex.org/W2066131315","https://openalex.org/W2085116080","https://openalex.org/W2121553337","https://openalex.org/W2151454884","https://openalex.org/W2151689871","https://openalex.org/W2169214517","https://openalex.org/W2184473946","https://openalex.org/W2192545109","https://openalex.org/W2337872596","https://openalex.org/W2484317515","https://openalex.org/W2510590035","https://openalex.org/W2540222487","https://openalex.org/W2561958711","https://openalex.org/W2624533816","https://openalex.org/W2666954840","https://openalex.org/W2725551161","https://openalex.org/W2732203060","https://openalex.org/W2740419774","https://openalex.org/W2741850062","https://openalex.org/W2742706476","https://openalex.org/W2771416318","https://openalex.org/W2781837724","https://openalex.org/W2791588881","https://openalex.org/W2795410896","https://openalex.org/W2802341736","https://openalex.org/W2805209911","https://openalex.org/W2809145611","https://openalex.org/W2883194199","https://openalex.org/W2904579010","https://openalex.org/W2913649743","https://openalex.org/W2919847359","https://openalex.org/W2936618780","https://openalex.org/W2937987886","https://openalex.org/W2941170481","https://openalex.org/W2961745803","https://openalex.org/W2965610521","https://openalex.org/W2999986157","https://openalex.org/W3000365610","https://openalex.org/W3000393060","https://openalex.org/W3010740478","https://openalex.org/W3012304804","https://openalex.org/W3021357433","https://openalex.org/W3042262463","https://openalex.org/W3045438072","https://openalex.org/W3077585600","https://openalex.org/W3080973081","https://openalex.org/W3107562138","https://openalex.org/W3109213091","https://openalex.org/W3112132263","https://openalex.org/W3119665391","https://openalex.org/W3121826667","https://openalex.org/W3124340574","https://openalex.org/W3133883583","https://openalex.org/W3134522342","https://openalex.org/W3136617877","https://openalex.org/W3139875546","https://openalex.org/W3154823712","https://openalex.org/W3155886720","https://openalex.org/W3159007356","https://openalex.org/W3160752125","https://openalex.org/W3187181204","https://openalex.org/W3191971740","https://openalex.org/W3203450191","https://openalex.org/W3203581792","https://openalex.org/W4285792024","https://openalex.org/W4293758660","https://openalex.org/W4294308292","https://openalex.org/W4303980706","https://openalex.org/W4308499344","https://openalex.org/W4311405188","https://openalex.org/W4313573015","https://openalex.org/W4319315401","https://openalex.org/W6761163233"],"related_works":["https://openalex.org/W4321448422","https://openalex.org/W2382969832","https://openalex.org/W2249491925","https://openalex.org/W2348535019","https://openalex.org/W963778612","https://openalex.org/W2376836472","https://openalex.org/W2379879936","https://openalex.org/W2388675254","https://openalex.org/W620586615","https://openalex.org/W2095980911"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,66,71,76,88,95,98,115,126,142,173,227,246,270,276,284],"delicate":[4],"balance":[5],"between":[6,235],"economic":[7,239,296],"development":[8,297,304],"and":[9,44,136,162,207,220,224,229,238,243,248,264,298,301],"ecological":[10,31,45,67,92,105,194,236,259,280,299],"environment":[11,237],"protection":[12,300],"in":[13,30,125,172,193,226,245,283,305],"ecologically":[14],"fragile":[15],"arid":[16,73,174,285,306],"areas":[17],"has":[18,25],"gradually":[19],"become":[20],"apparent.":[21],"Although":[22],"previous":[23],"research":[24],"mainly":[26,202],"focused":[27],"on":[28,104],"changes":[29],"service":[32,68,106,170,195,281],"value":[33,69,107,171,282],"caused":[34,190],"by":[35,204,217],"land":[36],"use,":[37],"a":[38,54,132,191,255],"comprehensive":[39],"understanding":[40],"of":[41,70,91,101,128,150,279,291],"ecology\u2013economy":[42,81,199,212],"harmony":[43,82,200,213],"compensation":[46],"remains":[47],"elusive.":[48],"To":[49],"address":[50],"this,":[51],"we":[52],"employed":[53],"coupled":[55,119],"deep":[56],"learning":[57],"model":[58,267],"(convolutional":[59],"neural":[60,134,160,164],"network-gated":[61],"recurrent":[62,144,157],"unit)":[63],"to":[64,86,110,184],"simulate":[65],"Wuwei":[72],"oasis":[74,175,286],"over":[75],"next":[77],"10":[78],"years.":[79],"The":[80,112,118],"index":[83],"was":[84,201],"used":[85],"determine":[87],"priority":[89],"range":[90],"compensation,":[93],"while":[94,210,241],"GeoDetector":[96],"analyzed":[97],"potential":[99,208,218],"impact":[100],"driving":[102],"factors":[103],"from":[108,182],"2000":[109,183],"2030.":[111],"results":[113],"show":[114],"following:":[116],"(1)":[117],"model,":[120],"which":[121],"extracts":[122],"spatial":[123,277],"features":[124,140],"neighborhood":[127],"historical":[129],"data":[130],"using":[131,141],"convolutional":[133,159,163],"network":[135],"adaptively":[137],"learns":[138],"time":[139],"gated":[143],"unit,":[145,158],"achieved":[146],"an":[147,178],"overall":[148,179],"accuracy":[149],"0.9377,":[151],"outperforming":[152],"three":[153],"other":[154],"models":[155],"(gated":[156],"network,":[161],"network\u2014long":[165],"short-term":[166],"memory);":[167],"(2)":[168],"Ecological":[169],"area":[176],"illustrated":[177],"increasing":[180],"trend":[181],"2030,":[185],"but":[186],"urban":[187],"expansion":[188],"still":[189],"decrease":[192],"value;":[196],"(3)":[197],"Historical":[198],"characterized":[203,216],"low":[205,252],"conflict":[206],"crisis,":[209],"future":[211],"will":[214],"be":[215],"crisis":[219],"high":[221,233],"coordination.":[222],"Minqin":[223],"Tianzhu":[225],"north":[228],"south":[230],"have":[231],"relatively":[232,251],"coordination":[234],"development,":[240],"Liangzhou":[242],"Guluang":[244],"west":[247],"east":[249],"exhibited":[250],"coordination,":[253],"indicating":[254],"greater":[256],"urgency":[257],"for":[258,294],"compensation;":[260],"(4)":[261],"Geomorphic,":[262],"soil,":[263],"digital":[265],"elevation":[266],"emerged":[268],"as":[269],"most":[271],"influential":[272],"natural":[273],"factor":[274],"affecting":[275],"differentiation":[278],"area.":[287],"This":[288],"study":[289],"is":[290],"great":[292],"significance":[293],"balancing":[295],"promoting":[302],"sustainable":[303],"areas.":[307]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}