{"id":"https://openalex.org/W4393309022","doi":"https://doi.org/10.3390/rs16071204","title":"Modelling Floodplain Vegetation Response to Climate Change, Using the Soil and Water Assessment Tool (SWAT) Model Simulated LAI, Applying Different GCM\u2019s Future Climate Data and MODIS LAI Data","display_name":"Modelling Floodplain Vegetation Response to Climate Change, Using the Soil and Water Assessment Tool (SWAT) Model Simulated LAI, Applying Different GCM\u2019s Future Climate Data and MODIS LAI Data","publication_year":2024,"publication_date":"2024-03-29","ids":{"openalex":"https://openalex.org/W4393309022","doi":"https://doi.org/10.3390/rs16071204"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071204","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071204","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1204/pdf?version=1711705293","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/2072-4292/16/7/1204/pdf?version=1711705293","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065104513","display_name":"Newton Muhury","orcid":"https://orcid.org/0000-0002-9150-732X"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Newton Muhury","raw_affiliation_strings":["School of Civil Engineering and Surveying, University of Southern Queensland, Toowoomba 4350, Australia"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Surveying, University of Southern Queensland, Toowoomba 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074793066","display_name":"Armando Apan","orcid":"https://orcid.org/0000-0002-5412-8881"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]},{"id":"https://openalex.org/I87074743","display_name":"University of the Philippines Diliman","ror":"https://ror.org/03tbh6y23","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I87074743"]}],"countries":["AU","PH"],"is_corresponding":false,"raw_author_name":"Armando Apan","raw_affiliation_strings":["Institute for Life Sciences and the Environment, University of Southern Queensland, Toowoomba 4350, Australia","Institute of Environmental Science and Meteorology, University of the Philippines Diliman, Quezon City 1101, Philippines","School of Civil Engineering and Surveying, University of Southern Queensland, Toowoomba 4350, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Life Sciences and the Environment, University of Southern Queensland, Toowoomba 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Institute of Environmental Science and Meteorology, University of the Philippines Diliman, Quezon City 1101, Philippines","institution_ids":["https://openalex.org/I87074743"]},{"raw_affiliation_string":"School of Civil Engineering and Surveying, University of Southern Queensland, Toowoomba 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087563107","display_name":"Tek Maraseni","orcid":"https://orcid.org/0000-0001-9361-1983"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tek Maraseni","raw_affiliation_strings":["Institute for Life Sciences and the Environment, University of Southern Queensland, Toowoomba 4350, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Life Sciences and the Environment, University of Southern Queensland, Toowoomba 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065104513"],"corresponding_institution_ids":["https://openalex.org/I185523456"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0258,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7325884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"16","issue":"7","first_page":"1204","last_page":"1204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9921000003814697,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7794125080108643},{"id":"https://openalex.org/keywords/gcm-transcription-factors","display_name":"GCM transcription factors","score":0.6791884303092957},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.6029815673828125},{"id":"https://openalex.org/keywords/floodplain","display_name":"Floodplain","score":0.5531413555145264},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5125532150268555},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.4768044650554657},{"id":"https://openalex.org/keywords/swat-model","display_name":"SWAT model","score":0.46075400710105896},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3774232566356659},{"id":"https://openalex.org/keywords/general-circulation-model","display_name":"General Circulation Model","score":0.24205705523490906},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.1523686945438385},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1292540729045868},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10872972011566162}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7794125080108643},{"id":"https://openalex.org/C143742823","wikidata":"https://www.wikidata.org/wiki/Q5513004","display_name":"GCM transcription factors","level":4,"score":0.6791884303092957},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6029815673828125},{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.5531413555145264},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5125532150268555},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4768044650554657},{"id":"https://openalex.org/C2780623283","wikidata":"https://www.wikidata.org/wiki/Q7395158","display_name":"SWAT model","level":3,"score":0.46075400710105896},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3774232566356659},{"id":"https://openalex.org/C141452985","wikidata":"https://www.wikidata.org/wiki/Q650994","display_name":"General Circulation Model","level":3,"score":0.24205705523490906},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.1523686945438385},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1292540729045868},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10872972011566162},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16071204","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071204","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1204/pdf?version=1711705293","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:4765f08740e3475abf8c2c638e2dbd8f","is_oa":true,"landing_page_url":"https://doaj.org/article/4765f08740e3475abf8c2c638e2dbd8f","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 16, Iss 7, p 1204 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16071204","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071204","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1204/pdf?version=1711705293","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320320985","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393309022.pdf"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W586339549","https://openalex.org/W1550768308","https://openalex.org/W1910050210","https://openalex.org/W1969974566","https://openalex.org/W1973296773","https://openalex.org/W1983724666","https://openalex.org/W1987561669","https://openalex.org/W1987807993","https://openalex.org/W1989259447","https://openalex.org/W2010158543","https://openalex.org/W2018764772","https://openalex.org/W2025777902","https://openalex.org/W2033904036","https://openalex.org/W2035008438","https://openalex.org/W2039607781","https://openalex.org/W2040632673","https://openalex.org/W2050181558","https://openalex.org/W2058998445","https://openalex.org/W2059646894","https://openalex.org/W2074973069","https://openalex.org/W2081246021","https://openalex.org/W2093461819","https://openalex.org/W2112103099","https://openalex.org/W2116661285","https://openalex.org/W2117490284","https://openalex.org/W2128378563","https://openalex.org/W2135867331","https://openalex.org/W2142704078","https://openalex.org/W2144455931","https://openalex.org/W2146577723","https://openalex.org/W2156358294","https://openalex.org/W2164080640","https://openalex.org/W2171935633","https://openalex.org/W2193199107","https://openalex.org/W2342430100","https://openalex.org/W2590594566","https://openalex.org/W2604359662","https://openalex.org/W2613288273","https://openalex.org/W2752872886","https://openalex.org/W2752882202","https://openalex.org/W2779332772","https://openalex.org/W2797498592","https://openalex.org/W2885404215","https://openalex.org/W2893121233","https://openalex.org/W2903017376","https://openalex.org/W2906003851","https://openalex.org/W2912462572","https://openalex.org/W2942917209","https://openalex.org/W2942941107","https://openalex.org/W2943316090","https://openalex.org/W2945155373","https://openalex.org/W2969276092","https://openalex.org/W2969732261","https://openalex.org/W2973303088","https://openalex.org/W2994743526","https://openalex.org/W3003515180","https://openalex.org/W3031862376","https://openalex.org/W3035981841","https://openalex.org/W3040066544","https://openalex.org/W3092807122","https://openalex.org/W3109019516","https://openalex.org/W3128820827","https://openalex.org/W3142513902","https://openalex.org/W3165733103","https://openalex.org/W3198961516","https://openalex.org/W3206298581","https://openalex.org/W3210618935","https://openalex.org/W3212965879","https://openalex.org/W4206627195","https://openalex.org/W4220861191","https://openalex.org/W4281913274","https://openalex.org/W4284711296","https://openalex.org/W4285086683","https://openalex.org/W4293072174","https://openalex.org/W4308905156","https://openalex.org/W4310253368","https://openalex.org/W4310479520","https://openalex.org/W4313420966","https://openalex.org/W4317693858","https://openalex.org/W4319316930","https://openalex.org/W4376491626","https://openalex.org/W4386250876","https://openalex.org/W4389208864","https://openalex.org/W6642787554"],"related_works":["https://openalex.org/W4287219441","https://openalex.org/W2986462691","https://openalex.org/W180360227","https://openalex.org/W2999175957","https://openalex.org/W2135340834","https://openalex.org/W2047318102","https://openalex.org/W2757995527","https://openalex.org/W2053025515","https://openalex.org/W2106062308","https://openalex.org/W1993663128"],"abstract_inverted_index":{"Scientists":[0],"widely":[1],"agree":[2],"that":[3,206],"anthropogenically":[4],"driven":[5],"climate":[6,32,39,69,79,98,103,135,212],"change":[7,33,40,80,99],"significantly":[8],"impacts":[9,100],"vegetation":[10,76,220,246],"growth,":[11],"particularly":[12],"in":[13,27,37,47,50,60,218,236],"floodplain":[14,84,260,269],"areas,":[15],"by":[16],"altering":[17],"river":[18],"flow":[19],"and":[20,57,156,168,182,192,265,267,274,280],"flood":[21,278],"regimes.":[22],"This":[23,71],"impact":[24],"will":[25],"accelerate":[26],"the":[28,51,83,121,158,164,173,196,207,215,227,231,237],"future,":[29],"according":[30,66,137],"to":[31,44,55,64,67,74,78,92,119,138,153,222,276],"projections.":[34,143],"For":[35],"example,":[36],"Australia,":[38],"has":[41],"been":[42],"attributed":[43],"a":[45,109,116,149,284],"decrease":[46],"winter":[48,241],"precipitation":[49],"range":[52],"of":[53,96,134,160,190,252],"56%":[54],"72.9%":[56],"an":[58,90],"increase":[59],"summer":[61],"from":[62],"11%":[63],"27%,":[65],"different":[68,102],"scenarios.":[70,104],"research":[72],"attempts":[73],"understand":[75],"responses":[77],"variability":[81],"at":[82,115],"level.":[85],"Further,":[86],"this":[87,253],"study":[88,216,254],"is":[89,199],"effort":[91],"enlighten":[93],"our":[94],"understanding":[95],"temporal":[97],"under":[101,211,283],"To":[105,162],"achieve":[106],"these":[107],"aims,":[108],"semi-distributed":[110],"hydrological":[111],"model":[112,127],"was":[113,128],"applied":[114],"sub-catchment":[117],"level":[118],"simulate":[120],"Leaf":[122],"Area":[123],"Index":[124],"(LAI).":[125],"The":[126,144,180,202,250],"simulated":[129],"against":[130,172],"future":[131,240,285],"time":[132,145],"series":[133,146],"data":[136,147],"Global":[139],"Climate":[140],"Model":[141],"(GCM)":[142],"underwent":[148],"non-parametric":[150],"Mann\u2013Kendall":[151],"test":[152],"detect":[154],"trends":[155],"assess":[157],"magnitude":[159],"change.":[161],"quantify":[163],"model\u2019s":[165,197],"performance,":[166],"calibration":[167,181],"validation":[169,183],"were":[170],"conducted":[171],"Moderate":[174],"Resolution":[175],"Imaging":[176],"Spectroradiometer":[177],"(MODIS)":[178],"LAI.":[179],"results":[184,204,233,251],"show":[185],"Nash\u2013Sutcliffe":[186],"efficiency":[187],"(NSE)":[188],"values":[189],"0.85":[191],"0.78,":[193],"respectively,":[194],"suggesting":[195],"performance":[198],"very":[200],"good.":[201],"modeling":[203,232],"reveal":[205],"rainfall":[208],"pattern":[209],"fluctuates":[210],"projections":[213],"within":[214],"site,":[217],"which":[219,243],"tends":[221],"be":[223,256],"more":[224],"vibrant":[225],"during":[226,248],"warmer":[228],"seasons.":[229],"Moreover,":[230],"highlighted":[234],"increases":[235],"average":[238],"projected":[239],"temperatures,":[242],"can":[244],"help":[245,268],"growth":[247],"winter.":[249],"may":[255],"employed":[257],"for":[258,273],"sustainable":[259],"management,":[261],"restoration,":[262],"land-use":[263],"planning,":[264],"policymaking,":[266],"communities":[270],"better":[271],"prepare":[272],"respond":[275],"changing":[277,286],"patterns":[279],"related":[281],"challenges":[282],"climate.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}