{"id":"https://openalex.org/W7225612131","doi":"https://doi.org/10.3390/w18212798","title":"Land-Use Change and Water-Related Ecosystem-Service Trade-Offs in a Tropical Peat-Swamp Landscape: Coupled CA\u2013Markov\u2013InVEST Projections and an Economic Valuation","display_name":"Land-Use Change and Water-Related Ecosystem-Service Trade-Offs in a Tropical Peat-Swamp Landscape: Coupled CA\u2013Markov\u2013InVEST Projections and an Economic Valuation","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225612131","doi":"https://doi.org/10.3390/w18212798"},"language":"en","primary_location":{"id":"doi:10.3390/w18212798","doi":"https://doi.org/10.3390/w18212798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/w18212798","pdf_url":null,"source":{"id":"https://openalex.org/S134216166","display_name":"Water","issn_l":"2073-4441","issn":["2073-4441"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Water","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/w18212798","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161314389","display_name":"Suntharee Khwankaew","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Suntharee Khwankaew","raw_affiliation_strings":["Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032651661","display_name":"Piyapong Tongdeenok","orcid":"https://orcid.org/0009-0002-8158-4791","observed_orcids":["https://orcid.org/0009-0002-8158-4791"]},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Piyapong Tongdeenok","raw_affiliation_strings":["Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090401548","display_name":"Naruemol Kaewjampa","orcid":"https://orcid.org/0009-0003-0467-7393","observed_orcids":["https://orcid.org/0009-0003-0467-7393"]},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Naruemol Kaewjampa","raw_affiliation_strings":["Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand"],"raw_orcid":"https://orcid.org/0009-0003-0467-7393","affiliations":[{"raw_affiliation_string":"Watershed Management Program, Department of Conservation, Faculty of Forestry, Kasetsart University, Bangkok 10900, Thailand","institution_ids":["https://openalex.org/I198105771"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032651661"],"corresponding_institution_ids":["https://openalex.org/I198105771"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"21","first_page":"2798","last_page":"2798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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/T12091","display_name":"Peatlands and Wetlands Ecology","score":9.999999747378752e-05,"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/land-use-change","display_name":"land use change","score":0.9879999756813049},{"id":"https://openalex.org/keywords/peat-swamp","display_name":"peat swamp","score":0.7620000243186951},{"id":"https://openalex.org/keywords/ecosystem-services","display_name":"ecosystem services","score":0.8360000252723694},{"id":"https://openalex.org/keywords/carbon-storage","display_name":"carbon storage","score":0.6650000214576721},{"id":"https://openalex.org/keywords/water-yield","display_name":"water yield","score":0.9629999995231628},{"id":"https://openalex.org/keywords/sediment-export","display_name":"sediment export","score":0.9990000128746033},{"id":"https://openalex.org/keywords/agricultural-expansion","display_name":"agricultural expansion","score":0.7820000052452087},{"id":"https://openalex.org/keywords/ecosystem-service-trade-offs","display_name":"ecosystem service trade-offs","score":0.6819999814033508},{"id":"https://openalex.org/keywords/economic-valuation","display_name":"economic valuation","score":0.5860000252723694},{"id":"https://openalex.org/keywords/invest","display_name":"InVEST","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.5601000189781189},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5600000023841858},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.484499990940094},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4408999979496002},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.43130001425743103},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4165000021457672},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.40799999237060547},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4059000015258789},{"id":"https://openalex.org/C53657456","wikidata":"https://www.wikidata.org/wiki/Q184624","display_name":"Peat","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C2777607150","wikidata":"https://www.wikidata.org/wiki/Q4839584","display_name":"Backcasting","level":3,"score":0.3573000133037567},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C22884784","wikidata":"https://www.wikidata.org/wiki/Q15305550","display_name":"Carbon sequestration","level":3,"score":0.352400004863739},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C509746633","wikidata":"https://www.wikidata.org/wiki/Q898653","display_name":"Climate change mitigation","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C188897","wikidata":"https://www.wikidata.org/wiki/Q5333508","display_name":"Economic impact analysis","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/w18212798","doi":"https://doi.org/10.3390/w18212798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/w18212798","pdf_url":null,"source":{"id":"https://openalex.org/S134216166","display_name":"Water","issn_l":"2073-4441","issn":["2073-4441"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Water","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/w18212798","doi":"https://doi.org/10.3390/w18212798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/w18212798","pdf_url":null,"source":{"id":"https://openalex.org/S134216166","display_name":"Water","issn_l":"2073-4441","issn":["2073-4441"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"Water","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":1.0,"display_name":"Climate action"},{"id":"https://metadata.un.org/sdg/15","score":1.0,"display_name":"Life on land"},{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2506076845","https://openalex.org/W7163760153","https://openalex.org/W7201856654","https://openalex.org/W4322001174","https://openalex.org/W4392343558","https://openalex.org/W1967814859","https://openalex.org/W3110571242","https://openalex.org/W7163889907","https://openalex.org/W3214934823","https://openalex.org/W3035761765"],"abstract_inverted_index":{"Land-use":[0],"change":[1,18],"alters":[2],"carbon":[3,88],"storage,":[4],"water":[5,98],"balance,":[6],"and":[7,26,33,37,61,80,105,114,122,143,158,185],"sediment":[8,127],"dynamics":[9],"in":[10,19,181],"tropical":[11],"peat":[12],"swamps.":[13],"This":[14],"study":[15],"projected":[16],"land-use":[17],"Kuan":[20],"Kreng,":[21],"Thailand,":[22],"under":[23,93,103,107,141,145],"business-as-usual":[24],"(BAU)":[25],"agricultural":[27,78],"expansion":[28,79],"(AGRI)":[29],"scenarios":[30],"using":[31,40],"CA\u2013Markov":[32],"assessed":[34],"ecosystem":[35],"services":[36],"economic":[38],"outcomes":[39],"InVEST.":[41],"Sample-based":[42],"backcasting":[43],"yielded":[44],"92.72%":[45],"overall":[46],"accuracy":[47,53],"(Kappa":[48],"=":[49],"0.911);":[50],"however,":[51],"full-map":[52],"(91.65%)":[54],"was":[55,66],"below":[56],"the":[57,62],"persistence":[58],"benchmark":[59],"(95.26%),":[60],"Figure":[63],"of":[64,175],"Merit":[65],"8.39%,":[67],"indicating":[68,125],"limited":[69],"change-specific":[70],"predictive":[71],"performance.":[72],"By":[73,147],"2046,":[74,148],"AGRI":[75,149],"produced":[76],"greater":[77,126],"swamp-forest":[81],"loss":[82],"than":[83,130,168],"BAU.":[84,169],"Relative":[85],"to":[86],"2021,":[87],"storage":[89],"declined":[90],"by":[91,101,112,120],"2.83%":[92],"AGRI,":[94],"while":[95],"modeled":[96],"annual":[97],"yield":[99],"increased":[100,111,119],"4.57%":[102],"BAU":[104,142],"6.48%":[106],"AGRI.":[108,146],"Sediment":[109],"export":[110,118],"22.62%":[113],"35.76%,":[115],"whereas":[116],"avoided":[117],"12.99%":[121],"22.45%,":[123],"respectively,":[124],"generation":[128],"rather":[129],"improved":[131],"regulation.":[132],"The":[133,170],"direction-adjusted":[134],"Ecosystem":[135],"Service":[136],"Change":[137],"Index":[138],"reached":[139],"\u22120.0911":[140],"\u22120.1502":[144],"had":[150],"a":[151,159],"USD":[152,160],"2.39":[153],"million":[154,162],"lower":[155],"carbon-stock":[156],"value":[157,167],"0.47":[161],"yr\u22121":[163],"higher":[164],"potential":[165],"water-supply":[166],"findings":[171],"provide":[172],"conditional":[173],"comparisons":[174],"land-use-driven":[176],"ecosystem-service":[177],"responses,":[178],"although":[179],"uncertainties":[180],"spatial":[182],"land-change":[183],"allocation":[184],"peatland":[186],"hydrological":[187],"representation":[188],"limit":[189],"their":[190],"interpretation":[191],"as":[192],"precise":[193],"forecasts.":[194]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}
