{"id":"https://openalex.org/W2592494602","doi":"https://doi.org/10.3390/ijgi6030066","title":"Predicting Spatial Distribution of Key Honeybee Pests in Kenya Using Remotely Sensed and Bioclimatic Variables: Key Honeybee Pests Distribution Models","display_name":"Predicting Spatial Distribution of Key Honeybee Pests in Kenya Using Remotely Sensed and Bioclimatic Variables: Key Honeybee Pests Distribution Models","publication_year":2017,"publication_date":"2017-02-28","ids":{"openalex":"https://openalex.org/W2592494602","doi":"https://doi.org/10.3390/ijgi6030066","mag":"2592494602"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi6030066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi6030066","pdf_url":"https://www.mdpi.com/2220-9964/6/3/66/pdf?version=1488270270","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/6/3/66/pdf?version=1488270270","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091403204","display_name":"David Masereti Makori","orcid":"https://orcid.org/0000-0003-0849-778X"},"institutions":[{"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"]},{"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":["KE","ZA"],"is_corresponding":true,"raw_author_name":"David Makori","raw_affiliation_strings":["Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa","International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066820384","display_name":"Ayuka T. Fombong","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Ayuka Fombong","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059430796","display_name":"Elfatih M. Abdel\u2010Rahman","orcid":"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":"Elfatih Abdel-Rahman","raw_affiliation_strings":["Department of Agronomy, Faculty of Agriculture, University of Khartoum, Khartoum North 13314, Sudan","International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":"https://orcid.org/0000-0002-5694-0291","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":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077400597","display_name":"Nkoba Kiatoko","orcid":"https://orcid.org/0000-0001-5612-4801"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Kiatoko Nkoba","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089678491","display_name":"Juliette R. Ongus","orcid":"https://orcid.org/0000-0003-0887-3482"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Juliette Ongus","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057135968","display_name":"Janet Irungu","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Janet Irungu","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036597420","display_name":"Gladys Mosomtai","orcid":"https://orcid.org/0000-0001-9010-1996"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Gladys Mosomtai","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017069991","display_name":"Sospeter Makau","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Sospeter Makau","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, 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"},"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":"Onisimo Mutanga","raw_affiliation_strings":["Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031257536","display_name":"John Odindi","orcid":"https://orcid.org/0000-0002-4934-1346"},"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":"John Odindi","raw_affiliation_strings":["Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Geography, School of Agricultural, Earth and Environment Sciences, University of Kwa Zulu Natal, Pietermaritzburg 3209, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109354823","display_name":"Suresh Raina","orcid":null},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Suresh Raina","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065121302","display_name":"Tobias Landmann","orcid":"https://orcid.org/0000-0002-4411-7310"},"institutions":[{"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"],"is_corresponding":false,"raw_author_name":"Tobias Landmann","raw_affiliation_strings":["International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Center for Insect Physiology and Ecology (icipe), P.O. Box 30772, Nairobi 00100, Kenya","institution_ids":["https://openalex.org/I168685008"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5091403204"],"corresponding_institution_ids":["https://openalex.org/I168685008","https://openalex.org/I95023434"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":7.6945,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.96521951,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"66","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10487","display_name":"Plant and animal studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T11641","display_name":"Insect and Pesticide Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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":0.9987000226974487,"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/ecological-niche","display_name":"Ecological niche","score":0.610347330570221},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.5991652011871338},{"id":"https://openalex.org/keywords/apiary","display_name":"Apiary","score":0.5625370144844055},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5375857353210449},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.4642779231071472},{"id":"https://openalex.org/keywords/environmental-niche-modelling","display_name":"Environmental niche modelling","score":0.4561660885810852},{"id":"https://openalex.org/keywords/niche","display_name":"Niche","score":0.4208933711051941},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.39393725991249084},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3771834969520569},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.293231725692749},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.2927650809288025},{"id":"https://openalex.org/keywords/honey-bee","display_name":"Honey bee","score":0.2855869233608246}],"concepts":[{"id":"https://openalex.org/C102715595","wikidata":"https://www.wikidata.org/wiki/Q172861","display_name":"Ecological niche","level":3,"score":0.610347330570221},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.5991652011871338},{"id":"https://openalex.org/C154901010","wikidata":"https://www.wikidata.org/wiki/Q857628","display_name":"Apiary","level":3,"score":0.5625370144844055},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5375857353210449},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.4642779231071472},{"id":"https://openalex.org/C103215972","wikidata":"https://www.wikidata.org/wiki/Q5381340","display_name":"Environmental niche modelling","level":4,"score":0.4561660885810852},{"id":"https://openalex.org/C153991713","wikidata":"https://www.wikidata.org/wiki/Q17142856","display_name":"Niche","level":2,"score":0.4208933711051941},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.39393725991249084},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3771834969520569},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.293231725692749},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2927650809288025},{"id":"https://openalex.org/C2777907900","wikidata":"https://www.wikidata.org/wiki/Q102857","display_name":"Honey bee","level":2,"score":0.2855869233608246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi6030066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi6030066","pdf_url":"https://www.mdpi.com/2220-9964/6/3/66/pdf?version=1488270270","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cbb4103d62134e79a0742f4042fd35c3","is_oa":false,"landing_page_url":"https://doaj.org/article/cbb4103d62134e79a0742f4042fd35c3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 6, Iss 3, p 66 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/6/3/66/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi6030066","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"ISPRS International Journal of Geo-Information; Volume 6; Issue 3; Pages: 66","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi6030066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi6030066","pdf_url":"https://www.mdpi.com/2220-9964/6/3/66/pdf?version=1488270270","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G185408226","display_name":null,"funder_award_id":"DCI-FOOD-2011/023-520","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2592494602.pdf","grobid_xml":"https://content.openalex.org/works/W2592494602.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W634846817","https://openalex.org/W1515044582","https://openalex.org/W1731217598","https://openalex.org/W1891709314","https://openalex.org/W1926200979","https://openalex.org/W1952585409","https://openalex.org/W1964752285","https://openalex.org/W1966811787","https://openalex.org/W1968024520","https://openalex.org/W1977295146","https://openalex.org/W1980193681","https://openalex.org/W1982087615","https://openalex.org/W1982548793","https://openalex.org/W1990552746","https://openalex.org/W1990748933","https://openalex.org/W1998025025","https://openalex.org/W1998868187","https://openalex.org/W2000288463","https://openalex.org/W2008397332","https://openalex.org/W2024983600","https://openalex.org/W2027575815","https://openalex.org/W2033083560","https://openalex.org/W2033686454","https://openalex.org/W2037179503","https://openalex.org/W2046669039","https://openalex.org/W2051893673","https://openalex.org/W2057137664","https://openalex.org/W2059291633","https://openalex.org/W2066130949","https://openalex.org/W2067985435","https://openalex.org/W2069691023","https://openalex.org/W2073260203","https://openalex.org/W2076295421","https://openalex.org/W2077426787","https://openalex.org/W2083431389","https://openalex.org/W2089255181","https://openalex.org/W2092636326","https://openalex.org/W2096152168","https://openalex.org/W2098827790","https://openalex.org/W2099150972","https://openalex.org/W2100495367","https://openalex.org/W2112776483","https://openalex.org/W2115268776","https://openalex.org/W2120599197","https://openalex.org/W2128493642","https://openalex.org/W2132821604","https://openalex.org/W2136035751","https://openalex.org/W2138751033","https://openalex.org/W2139416101","https://openalex.org/W2142054704","https://openalex.org/W2143905921","https://openalex.org/W2144459657","https://openalex.org/W2146121083","https://openalex.org/W2151419026","https://openalex.org/W2154350260","https://openalex.org/W2155986656","https://openalex.org/W2169929747","https://openalex.org/W2172119067","https://openalex.org/W2185473118","https://openalex.org/W2260667688","https://openalex.org/W2268932899","https://openalex.org/W2468378459","https://openalex.org/W4285719527","https://openalex.org/W6637484426","https://openalex.org/W6667625358","https://openalex.org/W6675033554","https://openalex.org/W6686436849","https://openalex.org/W6693462890"],"related_works":["https://openalex.org/W2140330188","https://openalex.org/W2916503567","https://openalex.org/W2405204466","https://openalex.org/W4206647954","https://openalex.org/W2092310345","https://openalex.org/W3025251582","https://openalex.org/W2343502871","https://openalex.org/W4223901385","https://openalex.org/W4304811481","https://openalex.org/W3160309010"],"abstract_inverted_index":{"Bee":[0],"keeping":[1],"is":[2,9],"indispensable":[3],"to":[4,35,56,66,115,154,167,222,233,240],"global":[5],"food":[6],"production.":[7],"It":[8],"an":[10,21],"alternate":[11],"income":[12],"source,":[13],"especially":[14],"in":[15,205,214],"rural":[16],"underdeveloped":[17],"African":[18],"settlements,":[19],"and":[20,37,42,83,105,137,159,201,232,236],"important":[22],"forest":[23],"conservation":[24],"incentive.":[25],"However,":[26],"dwindling":[27],"honeybee":[28,187,193,230],"colonies":[29],"around":[30],"the":[31,58,150,177,208,225],"world":[32],"are":[33,44],"attributed":[34],"pests":[36,76,194,231],"diseases":[38],"whose":[39],"spatial":[40],"distribution":[41,70],"influences":[43],"not":[45],"well":[46],"established.":[47],"In":[48],"this":[49],"study,":[50],"we":[51],"used":[52,114],"remotely":[53,135,202],"sensed":[54,136,142,203],"data":[55,73,200,210],"improve":[57,223],"reliability":[59],"of":[60,99,228],"pest":[61,69,188],"ecological":[62,118],"niche":[63],"(EN)":[64],"models":[65],"attain":[67],"reliable":[68],"maps.":[71],"Occurrence":[72],"on":[74,133,149],"four":[75,91],"(Aethina":[77],"tumida,":[78],"Galleria":[79],"mellonella,":[80],"Oplostomus":[81],"haroldi":[82],"Varroa":[84],"destructor)":[85],"were":[86,113,165,211],"collected":[87],"from":[88],"apiaries":[89],"within":[90],"main":[92],"agro-ecological":[93],"regions":[94,160,183],"responsible":[95],"for":[96,156],"over":[97],"80%":[98],"Kenya\u2019s":[100],"bee":[101],"keeping.":[102],"Africlim":[103],"bioclimatic":[104,199,209],"derived":[106],"normalized":[107],"difference":[108],"vegetation":[109,143,219],"index":[110],"(NDVI)":[111],"variables":[112,126,144,204,221],"model":[116,216],"their":[117],"niches":[119],"using":[120,198],"Maximum":[121],"Entropy":[122],"(MaxEnt).":[123],"Combined":[124],"precipitation":[125],"had":[127,145],"a":[128,146],"high":[129,162],"positive":[130],"logit":[131],"influence":[132],"all":[134,215],"biotic":[138],"models\u2019":[139],"performance.":[140],"Remotely":[141],"substantial":[147],"effect":[148],"model,":[151],"contributing":[152],"up":[153],"40.8%":[155],"G.":[157],"mellonella":[158],"with":[161,176],"rainfall":[163],"seasonality":[164,220],"predicted":[166],"be":[168,196,241],"high-risk":[169],"areas.":[170],"Projections":[171],"(to":[172],"2055)":[173],"indicated":[174],"that,":[175],"current":[178],"climate":[179],"change":[180],"trend,":[181],"these":[182],"will":[184],"experience":[185],"increased":[186],"risk.":[189],"We":[190],"conclude":[191],"that":[192],"could":[195],"modelled":[197],"MaxEnt.":[206],"Although":[207],"most":[212],"relevant":[213],"results,":[217],"incorporating":[218],"mapping":[224],"\u2018actual\u2019":[226],"habitat":[227],"key":[229],"identify":[234],"risk":[235],"containment":[237],"zones":[238],"needs":[239],"further":[242],"investigated.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
