{"id":"https://openalex.org/W4403672089","doi":"https://doi.org/10.4018/979-8-3693-9651-3.ch003","title":"A Review on Estimation of Climate and Land Use Change Impacts on Tropical Streamflow Using Remote Sensing and GIS","display_name":"A Review on Estimation of Climate and Land Use Change Impacts on Tropical Streamflow Using Remote Sensing and GIS","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403672089","doi":"https://doi.org/10.4018/979-8-3693-9651-3.ch003"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3693-9651-3.ch003","doi":"https://doi.org/10.4018/979-8-3693-9651-3.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-9651-3.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210238849","display_name":"Advances in geospatial technologies book series","issn_l":"2327-5715","issn":["2327-5715","2327-5723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Geospatial Technologies","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4403666244","display_name":"Remote Sensing and GIS Techniques in Hydrology"},"type":"book-chapter","is_traditional":true,"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/A5037682851","display_name":"Phyo Thandar Hlaing","orcid":"https://orcid.org/0009-0007-7708-6446","observed_orcids":["https://orcid.org/0009-0007-7708-6446"]},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Phyo Thandar Hlaing","raw_affiliation_strings":["King Mongkut's University of Technology, Thonburi, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0009-0007-7708-6446","affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology, Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074713289","display_name":"Muhammad Waqas","orcid":"https://orcid.org/0000-0002-9069-2762","observed_orcids":["https://orcid.org/0000-0002-9069-2762"]},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Muhammad Waqas","raw_affiliation_strings":["King Mongkut's University of Technology, Thonburi, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-9069-2762","affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology, Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018614882","display_name":"Usa Wannasingha Humphries","orcid":"https://orcid.org/0000-0002-0688-309X","observed_orcids":["https://orcid.org/0000-0002-0688-309X"]},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Usa Wannasingha Humphries","raw_affiliation_strings":["King Mongkut's University of Technology, Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology, Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60837268"],"apc_list":null,"apc_paid":null,"fwci":0.7749,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64238009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9955999851226807,"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":0.9955999851226807,"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/T10029","display_name":"Climate variability and models","score":0.001500000013038516,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-change-impacts","display_name":"climate change impacts","score":0.7960000038146973},{"id":"https://openalex.org/keywords/land-use-and-land-cover-change","display_name":"land use and land cover change","score":0.984000027179718},{"id":"https://openalex.org/keywords/hydrological-modeling","display_name":"hydrological modeling","score":0.8169999718666077},{"id":"https://openalex.org/keywords/swat","display_name":"SWAT","score":0.8679999709129333},{"id":"https://openalex.org/keywords/hec-hms","display_name":"HEC-HMS","score":0.9990000128746033},{"id":"https://openalex.org/keywords/climate-change-projections","display_name":"climate change projections","score":0.8090000152587891},{"id":"https://openalex.org/keywords/cmip5","display_name":"CMIP5","score":0.8539999723434448},{"id":"https://openalex.org/keywords/cmip6","display_name":"CMIP6","score":1.0},{"id":"https://openalex.org/keywords/rcp-scenarios","display_name":"RCP scenarios","score":0.9169999957084656},{"id":"https://openalex.org/keywords/water-resources-management","display_name":"water resources management","score":0.7689999938011169},{"id":"https://openalex.org/keywords/remote-sensing-of-hydrology","display_name":"remote sensing of hydrology","score":0.625}],"concepts":[{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.7081568241119385},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6035978198051453},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5515767931938171},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.5449352264404297},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5187661647796631},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4958730638027191},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47273340821266174},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.32249975204467773},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2541608214378357},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15790382027626038},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.09183847904205322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06082037091255188},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.04252004623413086},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3693-9651-3.ch003","doi":"https://doi.org/10.4018/979-8-3693-9651-3.ch003","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-9651-3.ch003","pdf_url":null,"source":{"id":"https://openalex.org/S4210238849","display_name":"Advances in geospatial technologies book series","issn_l":"2327-5715","issn":["2327-5715","2327-5723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Geospatial Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":1.0,"id":"https://metadata.un.org/sdg/13"},{"display_name":"Clean water and sanitation","score":0.6618000268936157,"id":"https://metadata.un.org/sdg/6"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1911495590","https://openalex.org/W1972074159","https://openalex.org/W1989910206","https://openalex.org/W2000318706","https://openalex.org/W2009958490","https://openalex.org/W2013168176","https://openalex.org/W2022052741","https://openalex.org/W2036045737","https://openalex.org/W2037170187","https://openalex.org/W2042128882","https://openalex.org/W2071742053","https://openalex.org/W2076208005","https://openalex.org/W2080711841","https://openalex.org/W2085820830","https://openalex.org/W2088706995","https://openalex.org/W2093006518","https://openalex.org/W2093044782","https://openalex.org/W2093141926","https://openalex.org/W2099209493","https://openalex.org/W2106540451","https://openalex.org/W2121798740","https://openalex.org/W2134927874","https://openalex.org/W2143304911","https://openalex.org/W2147373950","https://openalex.org/W2157528778","https://openalex.org/W2157595416","https://openalex.org/W2158991791","https://openalex.org/W2257447919","https://openalex.org/W2342509993","https://openalex.org/W2435950655","https://openalex.org/W2567567596","https://openalex.org/W2598058586","https://openalex.org/W2617947752","https://openalex.org/W2760425728","https://openalex.org/W2769464645","https://openalex.org/W2789082190","https://openalex.org/W2800163338","https://openalex.org/W2805258596","https://openalex.org/W2808911337","https://openalex.org/W2895772576","https://openalex.org/W2920254659","https://openalex.org/W2921626747","https://openalex.org/W2933999849","https://openalex.org/W2970547633","https://openalex.org/W2973112600","https://openalex.org/W2987553798","https://openalex.org/W2996124579","https://openalex.org/W3003196087","https://openalex.org/W3010591963","https://openalex.org/W3017326852","https://openalex.org/W3023185865","https://openalex.org/W3048646687","https://openalex.org/W3049542738","https://openalex.org/W3094993319","https://openalex.org/W3119718104","https://openalex.org/W3126356850","https://openalex.org/W3128997113","https://openalex.org/W3135630798","https://openalex.org/W3163193707","https://openalex.org/W3177281373","https://openalex.org/W3194498787","https://openalex.org/W3212395205","https://openalex.org/W3214829170","https://openalex.org/W3216731820","https://openalex.org/W3217500793","https://openalex.org/W4250391486","https://openalex.org/W4295905820","https://openalex.org/W4304186573","https://openalex.org/W4306729378","https://openalex.org/W4360897544","https://openalex.org/W4361217320","https://openalex.org/W4385875138","https://openalex.org/W4385878295","https://openalex.org/W4385985206","https://openalex.org/W6637339646"],"related_works":["https://openalex.org/W2987553798","https://openalex.org/W4308739331","https://openalex.org/W4385562356","https://openalex.org/W4366528089","https://openalex.org/W2145020427","https://openalex.org/W4386879471","https://openalex.org/W4396575489","https://openalex.org/W4414569119","https://openalex.org/W4400839100","https://openalex.org/W4415624575"],"abstract_inverted_index":{"The":[0,62],"tropical":[1,29,140],"climate":[2,11,93,123],"is":[3,31],"subjected":[4],"to":[5,37],"extreme":[6],"hydrological":[7,72,79],"events,":[8],"exacerbated":[9],"by":[10],"change":[12],"(CC)":[13],"and":[14,23,58,71,83,89,98,111,119,124],"changes":[15],"in":[16,28,139],"land":[17],"use/land":[18],"cover":[19],"(LULC).":[20],"Evaluating":[21],"CC":[22,57],"LULC":[24,59,125],"impacts":[25],"on":[26,60],"streamflow":[27,105],"regions":[30],"vital":[32],"for":[33,102],"understanding":[34],"the":[35,53,65,75],"risks":[36],"vulnerable":[38],"ecosystems.":[39],"This":[40],"chapter":[41],"presents":[42],"a":[43],"meta-analysis":[44],"of":[45,56,78],"30":[46],"systematically":[47],"selected":[48],"case":[49],"studies":[50],"that":[51],"examine":[52],"spatiotemporal":[54],"effects":[55],"streamflow.":[61],"findings":[63],"highlight":[64],"complex":[66],"interactions":[67],"among":[68],"CC,":[69],"LULC,":[70],"dynamics,":[73],"underscoring":[74],"critical":[76],"role":[77],"models,":[80],"meteorological":[81],"inputs,":[82],"scenario-based":[84],"analyses.":[85],"Models":[86],"like":[87],"SWAT":[88],"HEC-HMS,":[90],"coupled":[91],"with":[92],"projections":[94],"from":[95],"GCMs":[96],"(CMIP5":[97],"CMIP6),":[99],"are":[100],"essential":[101],"projecting":[103],"future":[104],"changes.":[106],"Integrating":[107],"remote":[108],"sensing":[109],"(RS)":[110],"geographical":[112],"information":[113],"systems":[114],"(GIS)":[115],"enhances":[116],"spatial":[117],"accuracy":[118],"reliability.":[120],"Incorporating":[121],"diverse":[122],"scenarios,":[126],"including":[127],"representative":[128],"concentration":[129],"pathways":[130],"(RCPs),":[131],"provides":[132],"insights":[133],"into":[134],"adaptive":[135],"water":[136],"resource":[137],"management":[138],"regions.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2024-10-24T00:00:00"}