{"id":"https://openalex.org/W4408319239","doi":"https://doi.org/10.62486/latia202575","title":"The Role of Mulching in Reducing Greenhouse Gas Emissions and Enhancing Soil Health Among Smallholder Farmers in Zambia, Malawi, Kenya, and Tanzania: An AI-Driven Approach","display_name":"The Role of Mulching in Reducing Greenhouse Gas Emissions and Enhancing Soil Health Among Smallholder Farmers in Zambia, Malawi, Kenya, and Tanzania: An AI-Driven Approach","publication_year":2023,"publication_date":"2023-09-03","ids":{"openalex":"https://openalex.org/W4408319239","doi":"https://doi.org/10.62486/latia202575"},"language":"en","primary_location":{"id":"doi:10.62486/latia202575","doi":"https://doi.org/10.62486/latia202575","is_oa":true,"landing_page_url":"https://doi.org/10.62486/latia202575","pdf_url":"https://latia.ageditor.uy/index.php/latia/article/download/75/248","source":{"id":"https://openalex.org/S4404669363","display_name":"LatIA","issn_l":"3046-403X","issn":["3046-403X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LatIA","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://latia.ageditor.uy/index.php/latia/article/download/75/248","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094172756","display_name":"Fredrick Kayusi","orcid":"https://orcid.org/0000-0003-1481-4016","observed_orcids":["https://orcid.org/0000-0003-1481-4016"]},"institutions":[{"id":"https://openalex.org/I3131228027","display_name":"Maasai Mara University","ror":"https://ror.org/00dygpn15","country_code":"KE","type":"education","lineage":["https://openalex.org/I3131228027"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Fredrick Kayusi","raw_affiliation_strings":["Department of Environmental Studies, Geography & Planning, Maasai Mara University, - 861-20500, Narok-Kenya"],"raw_orcid":"https://orcid.org/0000-0003-1481-4016","affiliations":[{"raw_affiliation_string":"Department of Environmental Studies, Geography & Planning, Maasai Mara University, - 861-20500, Narok-Kenya","institution_ids":["https://openalex.org/I3131228027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114984815","display_name":"James Allan Wasike","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I279922783","display_name":"Pwani University","ror":"https://ror.org/02952pd71","country_code":"KE","type":"education","lineage":["https://openalex.org/I279922783"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"James Wasike","raw_affiliation_strings":["Department of Environmental Sciences, Pwani University, -195-80108, Kilifi-Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Sciences, Pwani University, -195-80108, Kilifi-Kenya","institution_ids":["https://openalex.org/I279922783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012322685","display_name":"Petros Chavula","orcid":"https://orcid.org/0000-0002-7153-8233","observed_orcids":["https://orcid.org/0000-0002-7153-8233"]},"institutions":[{"id":"https://openalex.org/I153487414","display_name":"Haramaya University","ror":"https://ror.org/059yk7s89","country_code":"ET","type":"education","lineage":["https://openalex.org/I153487414"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Petros Chavula","raw_affiliation_strings":["Africa Center of Excellency for Climate-Smart Agriculture and Biodiversity Conservation, College of Agriculture and Environmental Sciences, Haramaya University, P. O. Box 138, Dire Dawa, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0002-7153-8233","affiliations":[{"raw_affiliation_string":"Africa Center of Excellency for Climate-Smart Agriculture and Biodiversity Conservation, College of Agriculture and Environmental Sciences, Haramaya University, P. O. Box 138, Dire Dawa, Ethiopia","institution_ids":["https://openalex.org/I153487414"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.945,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74342214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"75","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.16830000281333923,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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"}},"topics":[{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.16830000281333923,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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"}},{"id":"https://openalex.org/T13838","display_name":"Plant and soil sciences","score":0.1550000011920929,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12792","display_name":"Soil Management and Crop Yield","score":0.11330000311136246,"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/mulching","display_name":"mulching","score":0.9959999918937683},{"id":"https://openalex.org/keywords/greenhouse-gas-emissions","display_name":"greenhouse gas emissions","score":0.7770000100135803},{"id":"https://openalex.org/keywords/soil-health","display_name":"soil health","score":0.9890000224113464},{"id":"https://openalex.org/keywords/smallholder-farmers","display_name":"smallholder farmers","score":0.9729999899864197},{"id":"https://openalex.org/keywords/climate-change-mitigation","display_name":"climate change mitigation","score":0.8040000200271606},{"id":"https://openalex.org/keywords/carbon-sequestration","display_name":"carbon sequestration","score":0.9419999718666077},{"id":"https://openalex.org/keywords/soil-water-retention","display_name":"soil water retention","score":0.8859999775886536},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"precision agriculture","score":0.8669999837875366},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"remote sensing","score":0.6439999938011169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.753000020980835},{"id":"https://openalex.org/keywords/mobile-application","display_name":"mobile application","score":0.8859999775886536},{"id":"https://openalex.org/keywords/climate-resilience","display_name":"climate resilience","score":0.8799999952316284},{"id":"https://openalex.org/keywords/east-africa","display_name":"East Africa","score":0.460999995470047}],"concepts":[{"id":"https://openalex.org/C2779357621","wikidata":"https://www.wikidata.org/wiki/Q655495","display_name":"Tanzania","level":2,"score":0.955130934715271},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.6900607943534851},{"id":"https://openalex.org/C175092762","wikidata":"https://www.wikidata.org/wiki/Q549563","display_name":"Mulch","level":2,"score":0.5628077983856201},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.464103102684021},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4589278995990753},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3851899206638336},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3815631568431854},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.3585958480834961},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3321896195411682},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3211630582809448},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17460480332374573},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.1637972593307495},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.11241534352302551},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.059165358543395996},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.62486/latia202575","doi":"https://doi.org/10.62486/latia202575","is_oa":true,"landing_page_url":"https://doi.org/10.62486/latia202575","pdf_url":"https://latia.ageditor.uy/index.php/latia/article/download/75/248","source":{"id":"https://openalex.org/S4404669363","display_name":"LatIA","issn_l":"3046-403X","issn":["3046-403X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LatIA","raw_type":"journal-article"},{"id":"pmh:oai:dialnet.unirioja.es:ART0001747044","doi":null,"is_oa":true,"landing_page_url":"https://dialnet.unirioja.es/servlet/oaiart?codigo=10062158","pdf_url":"https://dialnet.unirioja.es/descarga/articulo/10062158.pdf","source":{"id":"https://openalex.org/S4306401293","display_name":"Dialnet (Universidad de la Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I168974976","host_organization_name":"Universidad de La Rioja","host_organization_lineage":["https://openalex.org/I168974976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"LatIA, ISSN 3046-403X, N\u00ba. 3, 2025 (Ejemplar dedicado a: LatIA)","raw_type":"text (article)"}],"best_oa_location":{"id":"doi:10.62486/latia202575","doi":"https://doi.org/10.62486/latia202575","is_oa":true,"landing_page_url":"https://doi.org/10.62486/latia202575","pdf_url":"https://latia.ageditor.uy/index.php/latia/article/download/75/248","source":{"id":"https://openalex.org/S4404669363","display_name":"LatIA","issn_l":"3046-403X","issn":["3046-403X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"LatIA","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.9599999785423279,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"},{"score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408319239.pdf","grobid_xml":"https://content.openalex.org/works/W4408319239.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W2143956342","https://openalex.org/W2592924699","https://openalex.org/W2593388048","https://openalex.org/W2741924643","https://openalex.org/W2885927416","https://openalex.org/W2890192598","https://openalex.org/W2905368798","https://openalex.org/W2910803008","https://openalex.org/W2913674941","https://openalex.org/W2914258173","https://openalex.org/W2918885180","https://openalex.org/W2998943555","https://openalex.org/W3008626511","https://openalex.org/W3040519363","https://openalex.org/W3092103787","https://openalex.org/W3129615468","https://openalex.org/W3132597046","https://openalex.org/W3136222341","https://openalex.org/W3188060066","https://openalex.org/W3198499772","https://openalex.org/W3207349566","https://openalex.org/W3213873947","https://openalex.org/W3216465639","https://openalex.org/W4200599546","https://openalex.org/W4213224384","https://openalex.org/W4214507467","https://openalex.org/W4290994324","https://openalex.org/W4293237123","https://openalex.org/W4312225256","https://openalex.org/W4313402724","https://openalex.org/W4328124564","https://openalex.org/W4377197093","https://openalex.org/W4387937829","https://openalex.org/W4390828041","https://openalex.org/W4391229571","https://openalex.org/W4393322762","https://openalex.org/W4400486728","https://openalex.org/W4402425860","https://openalex.org/W4402564263","https://openalex.org/W4402848991","https://openalex.org/W4403016870","https://openalex.org/W4404960996","https://openalex.org/W4404981720","https://openalex.org/W4405802086","https://openalex.org/W4406053396","https://openalex.org/W4406243349","https://openalex.org/W4406628886","https://openalex.org/W4406799050","https://openalex.org/W4415194062"],"related_works":["https://openalex.org/W7202211194","https://openalex.org/W4409426483","https://openalex.org/W4416385608","https://openalex.org/W4399320774","https://openalex.org/W2904427591","https://openalex.org/W7166591656","https://openalex.org/W4411627606","https://openalex.org/W4410102090","https://openalex.org/W4409592152","https://openalex.org/W7118007212"],"abstract_inverted_index":{"Mulching":[0],"is":[1],"a":[2],"widely":[3],"recognized":[4],"conservation":[5],"practice":[6],"that":[7,94,112],"improves":[8],"soil":[9,46,75,121],"moisture":[10,77],"retention,":[11],"enhances":[12],"fertility,":[13],"and":[14,34,44,61,70,79,109,120,139],"reduces":[15],"greenhouse":[16],"gas":[17],"(GHG)":[18],"emissions.":[19],"This":[20],"study":[21,103],"explores":[22],"the":[23,132],"effectiveness":[24],"of":[25,134],"mulching":[26,56,96,135],"among":[27],"smallholder":[28,145],"farmers":[29,90],"in":[30,40,144],"Zambia,":[31],"Malawi,":[32],"Kenya,":[33],"Tanzania,":[35],"focusing":[36],"on":[37,117],"its":[38],"role":[39],"mitigating":[41],"climate":[42,119,142],"change":[43],"improving":[45],"health.":[47],"Additionally,":[48],"we":[49],"integrate":[50],"artificial":[51],"intelligence":[52],"(AI)":[53],"to":[54,130,141],"optimize":[55],"practices":[57],"through":[58],"predictive":[59],"analytics":[60],"real-time":[62],"monitoring.":[63],"AI-powered":[64],"models,":[65],"utilizing":[66],"remote":[67],"sensing":[68],"data":[69],"machine":[71],"learning":[72],"algorithms,":[73],"assess":[74],"conditions,":[76],"levels,":[78],"carbon":[80],"sequestration":[81],"potential.":[82],"These":[83],"insights":[84],"enable":[85],"precision":[86],"agriculture":[87],"techniques,":[88],"helping":[89],"make":[91],"data-driven":[92],"decisions":[93],"maximize":[95],"benefits":[97],"while":[98],"minimizing":[99],"environmental":[100],"impact.":[101],"The":[102],"also":[104],"evaluates":[105],"AI-driven":[106],"mobile":[107],"applications":[108],"advisory":[110],"systems":[111],"provide":[113],"tailored":[114],"recommendations":[115],"based":[116],"localized":[118],"data.":[122],"By":[123],"leveraging":[124],"AI":[125],"technology,":[126],"this":[127],"research":[128],"aims":[129],"enhance":[131],"sustainability":[133],"practices,":[136],"improve":[137],"productivity,":[138],"contribute":[140],"resilience":[143],"farming":[146],"systems.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-03-12T00:00:00"}
