{"id":"https://openalex.org/W2947675673","doi":"https://doi.org/10.1016/j.sajb.2019.04.010","title":"Predicting the spatial suitability distribution of Moringa oleifera cultivation using analytical hierarchical process modelling","display_name":"Predicting the spatial suitability distribution of Moringa oleifera cultivation using analytical hierarchical process modelling","publication_year":2019,"publication_date":"2019-05-30","ids":{"openalex":"https://openalex.org/W2947675673","doi":"https://doi.org/10.1016/j.sajb.2019.04.010","mag":"2947675673"},"language":"en","primary_location":{"id":"doi:10.1016/j.sajb.2019.04.010","doi":"https://doi.org/10.1016/j.sajb.2019.04.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sajb.2019.04.010","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0254629919300791/pdf","source":{"id":"https://openalex.org/S31493525","display_name":"South African Journal of Botany","issn_l":"0254-6299","issn":["0254-6299","1727-9321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"South African Journal of Botany","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S0254629919300791/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065191695","display_name":"Thulani Tshabalala","orcid":"https://orcid.org/0000-0003-1735-3761","observed_orcids":["https://orcid.org/0000-0003-1735-3761"]},"institutions":[{"id":"https://openalex.org/I4210151505","display_name":"Agricultural Research Council of South Africa","ror":"https://ror.org/04r1s2546","country_code":"ZA","type":"government","lineage":["https://openalex.org/I4210151505"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"T. Tshabalala","raw_affiliation_strings":["Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa","School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa","institution_ids":["https://openalex.org/I4210151505"]},{"raw_affiliation_string":"School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019162875","display_name":"Bhekumthetho Ncube","orcid":"https://orcid.org/0000-0002-3505-8857","observed_orcids":["https://orcid.org/0000-0002-3505-8857"]},"institutions":[{"id":"https://openalex.org/I4210151505","display_name":"Agricultural Research Council of South Africa","ror":"https://ror.org/04r1s2546","country_code":"ZA","type":"government","lineage":["https://openalex.org/I4210151505"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"B. Ncube","raw_affiliation_strings":["Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa","institution_ids":["https://openalex.org/I4210151505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006542793","display_name":"Hloniphani Peter Moyo","orcid":"https://orcid.org/0000-0002-5938-2117","observed_orcids":["https://orcid.org/0000-0002-5938-2117"]},"institutions":[{"id":"https://openalex.org/I192358263","display_name":"International Center for Agricultural Research in the Dry Areas","ror":"https://ror.org/02n2syw04","country_code":"LB","type":"facility","lineage":["https://openalex.org/I1286583668","https://openalex.org/I192358263"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"H.P. Moyo","raw_affiliation_strings":["International Centre for Agricultural Research in the Dry Areas (ICARDA), Amman 11195, P.O. Box 950764, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Agricultural Research in the Dry Areas (ICARDA), Amman 11195, P.O. Box 950764, Jordan","institution_ids":["https://openalex.org/I192358263"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059430796","display_name":"Elfatih Mohamed Abdel-Rahman","orcid":"https://orcid.org/0000-0002-5694-0291","observed_orcids":["https://orcid.org/0000-0002-5694-0291"]},"institutions":[{"id":"https://openalex.org/I150406212","display_name":"University of Khartoum","ror":"https://ror.org/02jbayz55","country_code":"SD","type":"education","lineage":["https://openalex.org/I150406212"]},{"id":"https://openalex.org/I168685008","display_name":"International Centre of Insect Physiology and Ecology","ror":"https://ror.org/03qegss47","country_code":"KE","type":"facility","lineage":["https://openalex.org/I168685008"]}],"countries":["KE","SD"],"is_corresponding":false,"raw_author_name":"E.M. Abdel-Rahman","raw_affiliation_strings":["Department of Agronomy, Faculty of Agriculture, University of Khartoum, Khartoum North 13314, Sudan","Geo-Information Unit, International Centre of Insect Physiology and Ecology (ICIPE), Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Agronomy, Faculty of Agriculture, University of Khartoum, Khartoum North 13314, Sudan","institution_ids":["https://openalex.org/I150406212"]},{"raw_affiliation_string":"Geo-Information Unit, International Centre of Insect Physiology and Ecology (ICIPE), Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052316745","display_name":"Onisimo Mutanga","orcid":"https://orcid.org/0000-0002-7358-8111","observed_orcids":["https://orcid.org/0000-0002-7358-8111"]},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"O. Mutanga","raw_affiliation_strings":["School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066398391","display_name":"Ashwell  Rungano Ndhlala","orcid":"https://orcid.org/0000-0002-7290-3175","observed_orcids":["https://orcid.org/0000-0002-7290-3175"]},"institutions":[{"id":"https://openalex.org/I4210151505","display_name":"Agricultural Research Council of South Africa","ror":"https://ror.org/04r1s2546","country_code":"ZA","type":"government","lineage":["https://openalex.org/I4210151505"]},{"id":"https://openalex.org/I90546491","display_name":"University of Limpopo","ror":"https://ror.org/017p87168","country_code":"ZA","type":"education","lineage":["https://openalex.org/I90546491"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"A.R. Ndhlala","raw_affiliation_strings":["Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa","University of Limpopo, Green Biotechnologies Research Centre of Excellence, School of Agricultural and Environmental Sciences, Private Bag X1106, Sovenga 0727, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Research Council (ARC), Vegetable and Ornamental Plants (VOP), Private Bag X923, Pretoria 0001, South Africa","institution_ids":["https://openalex.org/I4210151505"]},{"raw_affiliation_string":"University of Limpopo, Green Biotechnologies Research Centre of Excellence, School of Agricultural and Environmental Sciences, Private Bag X1106, Sovenga 0727, South Africa","institution_ids":["https://openalex.org/I90546491"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066398391"],"corresponding_institution_ids":["https://openalex.org/I4210151505","https://openalex.org/I90546491"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":5.8302,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.95273127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"129","issue":null,"first_page":"161","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T12721","display_name":"Moringa oleifera research and applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10895","display_name":"Species Distribution and Climate Change","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/moringa-oleifera","display_name":"Moringa oleifera","score":1.0},{"id":"https://openalex.org/keywords/crop-suitability","display_name":"crop suitability","score":0.7490000128746033},{"id":"https://openalex.org/keywords/site-suitability-mapping","display_name":"site suitability mapping","score":0.7289999723434448},{"id":"https://openalex.org/keywords/climatic-suitability","display_name":"climate suitability","score":0.5619999766349792},{"id":"https://openalex.org/keywords/soil-factors","display_name":"soil factors","score":0.8130000233650208},{"id":"https://openalex.org/keywords/soil-texture","display_name":"soil texture","score":0.8339999914169312},{"id":"https://openalex.org/keywords/soil-ph","display_name":"soil pH","score":0.9760000109672546},{"id":"https://openalex.org/keywords/minimum-temperature","display_name":"minimum temperature","score":0.7429999709129333},{"id":"https://openalex.org/keywords/annual-rainfall","display_name":"annual rainfall","score":0.9340000152587891},{"id":"https://openalex.org/keywords/south-africa","display_name":"South Africa","score":0.5320000052452087},{"id":"https://openalex.org/keywords/land-use-planning","display_name":"land use planning","score":0.7160000205039978}],"concepts":[{"id":"https://openalex.org/C71908930","wikidata":"https://www.wikidata.org/wiki/Q1151068","display_name":"Edaphic","level":3,"score":0.7547141313552856},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.573664665222168},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.5412907004356384},{"id":"https://openalex.org/C175963888","wikidata":"https://www.wikidata.org/wiki/Q5026010","display_name":"Soil texture","level":3,"score":0.5111344456672668},{"id":"https://openalex.org/C2776836740","wikidata":"https://www.wikidata.org/wiki/Q310468","display_name":"Moringa","level":2,"score":0.48933738470077515},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46331098675727844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3940656781196594},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.35572266578674316},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.34088170528411865},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32525908946990967},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.24378785490989685},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.23757266998291016},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1526758372783661},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0981774628162384},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.0},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.sajb.2019.04.010","doi":"https://doi.org/10.1016/j.sajb.2019.04.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sajb.2019.04.010","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0254629919300791/pdf","source":{"id":"https://openalex.org/S31493525","display_name":"South African Journal of Botany","issn_l":"0254-6299","issn":["0254-6299","1727-9321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"South African Journal of Botany","raw_type":"journal-article"},{"id":"pmh:oai:repo.mel.cgiar.org:20.500.11766/11869","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.11766/11869","pdf_url":null,"source":{"id":"https://openalex.org/S4306402476","display_name":"MELSpace (ICARDA (The International Center for Agricultural Research in Dry Areas))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1286583668","host_organization_name":"CGIAR","host_organization_lineage":["https://openalex.org/I1286583668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"South African Journal of Botany;129,(2019) Pagination 161-168","raw_type":"Journal Article"},{"id":"doi:10.60692/gzj20-29321","doi":"https://doi.org/10.60692/gzj20-29321","is_oa":true,"landing_page_url":"https://doi.org/10.60692/gzj20-29321","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.60692/x3tf7-6we36","doi":"https://doi.org/10.60692/x3tf7-6we36","is_oa":true,"landing_page_url":"https://doi.org/10.60692/x3tf7-6we36","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1016/j.sajb.2019.04.010","doi":"https://doi.org/10.1016/j.sajb.2019.04.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.sajb.2019.04.010","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0254629919300791/pdf","source":{"id":"https://openalex.org/S31493525","display_name":"South African Journal of Botany","issn_l":"0254-6299","issn":["0254-6299","1727-9321"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"South African Journal of Botany","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.9208999872207642,"display_name":"Zero hunger"},{"id":"https://metadata.un.org/sdg/15","score":0.4390000104904175,"display_name":"Life on land"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6587723572","display_name":null,"funder_award_id":"84157","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320320691","display_name":"Department of Science and Technology, Republic of South Africa","ror":"https://ror.org/048kh7197"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2947675673.pdf","grobid_xml":"https://content.openalex.org/works/W2947675673.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W614446037","https://openalex.org/W649861214","https://openalex.org/W1480092759","https://openalex.org/W1496767193","https://openalex.org/W1513732820","https://openalex.org/W1973948212","https://openalex.org/W1982798224","https://openalex.org/W2002900408","https://openalex.org/W2042181947","https://openalex.org/W2044186731","https://openalex.org/W2045864525","https://openalex.org/W2052982604","https://openalex.org/W2070613674","https://openalex.org/W2106946122","https://openalex.org/W2112656034","https://openalex.org/W2131850808","https://openalex.org/W2137476833","https://openalex.org/W2139288025","https://openalex.org/W2150924127","https://openalex.org/W2153095077","https://openalex.org/W2162891419","https://openalex.org/W2173165971","https://openalex.org/W2188400140","https://openalex.org/W2291310586","https://openalex.org/W2301421577","https://openalex.org/W2312423649","https://openalex.org/W2329742537","https://openalex.org/W2515871340","https://openalex.org/W2521264973","https://openalex.org/W2565914761","https://openalex.org/W2581386882","https://openalex.org/W2582743722","https://openalex.org/W2585206336","https://openalex.org/W2589805776","https://openalex.org/W2619793045","https://openalex.org/W2741569856","https://openalex.org/W2767183862","https://openalex.org/W2944530257","https://openalex.org/W3007939539","https://openalex.org/W3011400958","https://openalex.org/W3118252712","https://openalex.org/W3150900986","https://openalex.org/W4206007456","https://openalex.org/W4285719527","https://openalex.org/W4299689471"],"related_works":["https://openalex.org/W2383221117","https://openalex.org/W1973655189","https://openalex.org/W4244389160","https://openalex.org/W4241054855","https://openalex.org/W2005423340","https://openalex.org/W2463364604","https://openalex.org/W2991175787","https://openalex.org/W4211214722","https://openalex.org/W2081257990","https://openalex.org/W4384699099"],"abstract_inverted_index":{"Moringa":[0],"oleifera":[1,64,137,218,245,275],"Lam,":[2],"often":[3],"grows":[4],"well":[5,15],"under":[6,114,194],"cultivation":[7,110,138,246,272],"in":[8,16,41,65,219,276],"the":[9,45,48,58,104,115,122,131,153,195,205,212,227,261,271],"tropics":[10],"and":[11,21,32,44,70,78,87,100,107,148,181,265],"sub-tropics.":[12],"It":[13],"does":[14],"sandy":[17],"to":[18,56,94,98,120],"clayey":[19],"soils":[20],"tolerates":[22],"low":[23],"rainfall.":[24],"The":[25,50,125,192,222,251],"plant":[26],"is":[27,37,207,236],"well-known":[28],"for":[29,61,188,210,238,243,247,260,267],"its":[30,76],"nutritional":[31],"medicinal":[33],"properties,":[34],"hence":[35],"it":[36],"fast":[38],"gaining":[39],"popularity":[40],"South":[42,66,162,220,277],"Africa":[43,67,163],"rest":[46],"of":[47,52,161,199,215,229,241,253,273],"world.":[49],"objective":[51],"this":[53,254],"study":[54,255],"was":[55,118],"predict":[57],"suitable":[59,173,179,186],"areas":[60],"cultivating":[62,189,216],"M.":[63,136,190,217,244,274],"using":[68],"climate":[69],"edaphic":[71],"variables":[72],"that":[73,102,130,156,204,226],"significantly":[74],"affect":[75,103],"growth":[77,106,168],"development.":[79],"We":[80],"used":[81,119],"an":[82],"Analytical":[83,126],"Hierarchical":[84,127],"Process":[85,128],"(AHP)":[86],"Geographic":[88],"Information":[89],"System":[90],"(GIS)":[91],"weight":[92,234],"function":[93,235],"assign":[95],"suitability":[96,111,201,214],"weights":[97],"criteria":[99],"sub-criteria":[101],"plant's":[105],"a":[108],"predictive":[109],"map.":[112],"Area":[113],"curve":[116,196],"(AUC)":[117,197],"evaluate":[121],"model's":[123],"performance.":[124],"indicated":[129],"most":[132],"influential":[133],"variable":[134],"determining":[135],"were,":[139],"minimum":[140],"temperature,":[141],"soil":[142,149],"texture,":[143],"annual":[144],"rainfall,":[145],"mean":[146],"temperature":[147],"pH,":[150],"respectively.":[151],"Further,":[152],"results":[154,223,252],"showed":[155],"approximately":[157],"16.5%":[158],"(200,837":[159],"km2)":[160,172,177,184],"land":[164],"area":[165,193],"has":[166],"optimal":[167],"conditions,":[169,174],"17.8%":[170],"(216,758":[171],"46%":[175],"(560,794":[176],"less":[178],"conditions":[180,187],"19%":[182],"(240,699":[183],"not":[185],"oleifera.":[191],"metric":[198],"our":[200],"model":[202,231],"suggested":[203],"map":[206],"81%":[208],"accurate":[209],"predicting":[211],"spatial":[213],"Africa.":[221,278],"also":[224],"confirm":[225],"use":[228],"AHP":[230],"with":[232],"GIS":[233],"useful":[237,258],"explicit":[239],"identification":[240],"sites":[242],"maximum":[248],"production":[249],"output.":[250],"can":[256],"be":[257],"information":[259],"land-use":[262],"policy":[263],"makers":[264],"farmers":[266],"informed":[268],"decision":[269],"regarding":[270]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}