{"id":"https://openalex.org/W4410770338","doi":"https://doi.org/10.1109/cacml64929.2025.11010973","title":"AI for Sustainable Land Management and Greenhouse Gas Emission Forecasting: Advancing Climate Action","display_name":"AI for Sustainable Land Management and Greenhouse Gas Emission Forecasting: Advancing Climate Action","publication_year":2025,"publication_date":"2025-03-28","ids":{"openalex":"https://openalex.org/W4410770338","doi":"https://doi.org/10.1109/cacml64929.2025.11010973"},"language":"en","primary_location":{"id":"doi:10.1109/cacml64929.2025.11010973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacml64929.2025.11010973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jack Cutler","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jack Cutler","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072835010","display_name":"Baihua Li","orcid":"https://orcid.org/0000-0002-4930-7690"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Baihua Li","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036181583","display_name":"Bashar Alhnaity","orcid":"https://orcid.org/0000-0001-6813-7538"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bashar Alhnaity","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tom Partridge","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom Partridge","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108627418","display_name":"Mike Thompson","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mike Thompson","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014654309","display_name":"Qinggang Meng","orcid":"https://orcid.org/0000-0002-9483-5724"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qinggang Meng","raw_affiliation_strings":["Loughborough University,Department of Computer Science,Loughborough,United Kingdom"],"affiliations":[{"raw_affiliation_string":"Loughborough University,Department of Computer Science,Loughborough,United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":null,"apc_paid":null,"fwci":0.6645,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70372578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.23729999363422394,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.23729999363422394,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.7345502376556396},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5773591995239258},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5317042469978333},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.435024231672287},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3423559069633484},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3368634581565857},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14208686351776123},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1264089047908783},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.06958445906639099}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.7345502376556396},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5773591995239258},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5317042469978333},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.435024231672287},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3423559069633484},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3368634581565857},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14208686351776123},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1264089047908783},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06958445906639099},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cacml64929.2025.11010973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacml64929.2025.11010973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 4th Asia Conference on Algorithms, Computing and Machine Learning (CACML)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/28381550","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/28381550","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1552456432","https://openalex.org/W1994913752","https://openalex.org/W1997744353","https://openalex.org/W2099884329","https://openalex.org/W2135789269","https://openalex.org/W2311981688","https://openalex.org/W2564634094","https://openalex.org/W2969480139","https://openalex.org/W3096427599","https://openalex.org/W4387368561","https://openalex.org/W4406138828","https://openalex.org/W4408861018","https://openalex.org/W4409536795","https://openalex.org/W6894110517"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2474431918","https://openalex.org/W2078072966","https://openalex.org/W4383503214","https://openalex.org/W2898107337","https://openalex.org/W2954886250","https://openalex.org/W4200539072","https://openalex.org/W2389199865","https://openalex.org/W2125751271"],"abstract_inverted_index":{"Atmospheric":[0],"methane,":[1],"a":[2,8,55,138,174],"powerful":[3],"greenhouse":[4],"gas":[5],"(GHG),":[6],"plays":[7],"significant":[9],"role":[10,151],"in":[11,141,159,193],"accelerating":[12],"global":[13,167],"warming.":[14,168],"This":[15,135,169],"study":[16,136],"leverages":[17],"machine":[18,56,90],"learning":[19,57,91],"to":[20,88,117,161,177],"analyze":[21],"methane":[22,35,65,108,133,142,163],"emissions":[23,66,164],"and":[24,42,67,102,147,165,190],"forecast":[25],"their":[26],"patterns":[27],"using":[28],"comprehensive":[29],"datasets,":[30],"including":[31],"TROPOMI":[32],"Sentinel-5P":[33],"satellite":[34,74],"data,":[36],"MIDAS":[37],"UK":[38],"soil":[39,130],"temperature":[40],"records,":[41],"the":[43,79,83,94,149,185],"NERC":[44],"EDS":[45],"2021":[46],"land":[47,128,154],"cover":[48],"dataset.":[49],"By":[50],"constructing":[51],"predictive":[52],"models":[53],"through":[54],"pipeline,":[58],"this":[59],"research":[60],"identifies":[61],"key":[62],"drivers":[63],"of":[64,82,100,105,152,173],"addresses":[68],"data":[69],"gaps":[70],"caused":[71],"by":[72,121],"incomplete":[73],"measurements.":[75],"Experimental":[76],"results":[77],"demonstrate":[78],"superior":[80],"performance":[81],"Random":[84],"Forest":[85],"model":[86,119],"compared":[87],"other":[89],"models,":[92],"achieving":[93],"highest":[95],"accuracy":[96],"with":[97],"an":[98,103],"RMSE":[99],"29.49":[101],"MAE":[104],"20.84":[106],"for":[107,183],"(CH<inf":[109],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[110],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">4</inf>)":[111],"prediction.":[112],"Shapley":[113],"analysis":[114],"is":[115,171],"used":[116],"enhance":[118],"explainability":[120],"evaluating":[122],"how":[123],"different":[124],"attributes":[125],"(e.g.,":[126],"time,":[127],"usage,":[129],"temperature)":[131],"influence":[132],"production.":[134],"highlights":[137],"notable":[139],"increase":[140],"levels":[143],"over":[144],"recent":[145],"years,":[146],"underscores":[148],"critical":[150],"sustainable":[153],"management,":[155],"particularly":[156],"agricultural":[157],"practices,":[158],"strategies":[160],"reduce":[162],"combat":[166],"work":[170],"part":[172],"broader":[175],"initiative":[176],"develop":[178],"data-driven,":[179],"AI-powered":[180],"Digital":[181],"Twins":[182],"analyzing":[184],"interplay":[186],"between":[187],"human":[188],"activities":[189],"natural":[191],"processes":[192],"advancing":[194],"climate":[195],"action.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
