{"id":"https://openalex.org/W2577871237","doi":"https://doi.org/10.3390/rs9010074","title":"Assessing the Potential of Sentinel-2 and Pl\u00e9iades Data for the Detection of Prosopis and Vachellia spp. in Kenya","display_name":"Assessing the Potential of Sentinel-2 and Pl\u00e9iades Data for the Detection of Prosopis and Vachellia spp. in Kenya","publication_year":2017,"publication_date":"2017-01-16","ids":{"openalex":"https://openalex.org/W2577871237","doi":"https://doi.org/10.3390/rs9010074","mag":"2577871237"},"language":"en","primary_location":{"id":"doi:10.3390/rs9010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9010074","pdf_url":"https://www.mdpi.com/2072-4292/9/1/74/pdf?version=1484565050","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/9/1/74/pdf?version=1484565050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045114265","display_name":"Wai\u2010Tim Ng","orcid":"https://orcid.org/0000-0002-6926-1546"},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Wai-Tim Ng","raw_affiliation_strings":["Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080926457","display_name":"Purity Rima","orcid":null},"institutions":[{"id":"https://openalex.org/I3132944300","display_name":"Chuka University","ror":"https://ror.org/05cqafq62","country_code":"KE","type":"education","lineage":["https://openalex.org/I3132944300"]},{"id":"https://openalex.org/I4210148199","display_name":"Kenya Forestry Research Institute","ror":"https://ror.org/05hz2w230","country_code":"KE","type":"facility","lineage":["https://openalex.org/I4210148199"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Purity Rima","raw_affiliation_strings":["Faculty of Arts and Humanities, Department of Geography, Chuka University, P.O. Box 109-60400, Chuka, Kenya","Kenya Forestry Research Institute (KEFRI), Baringo Sub Centre, P.O. BOX 57-30403, Marigat, Kenya"],"affiliations":[{"raw_affiliation_string":"Faculty of Arts and Humanities, Department of Geography, Chuka University, P.O. Box 109-60400, Chuka, Kenya","institution_ids":["https://openalex.org/I3132944300"]},{"raw_affiliation_string":"Kenya Forestry Research Institute (KEFRI), Baringo Sub Centre, P.O. BOX 57-30403, Marigat, Kenya","institution_ids":["https://openalex.org/I4210148199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077325006","display_name":"Kathrin Einzmann","orcid":null},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Kathrin Einzmann","raw_affiliation_strings":["Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060846410","display_name":"Markus Immitzer","orcid":"https://orcid.org/0000-0001-6758-1207"},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Immitzer","raw_affiliation_strings":["Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014728233","display_name":"Clement Atzberger","orcid":"https://orcid.org/0000-0003-2169-8009"},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Clement Atzberger","raw_affiliation_strings":["Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Surveying, Remote Sensing and Land Information, University of Natural Resources and Life Sciences, Vienna (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084487394","display_name":"Sandra Eckert","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sandra Eckert","raw_affiliation_strings":["Centre for Development and Environment, University of Bern, Hallerstrasse 10, CH-3012 Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"Centre for Development and Environment, University of Bern, Hallerstrasse 10, CH-3012 Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045114265"],"corresponding_institution_ids":["https://openalex.org/I92869138"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.0268,"has_fulltext":true,"cited_by_count":107,"citation_normalized_percentile":{"value":0.9853204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"9","issue":"1","first_page":"74","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/prosopis","display_name":"Prosopis","score":0.7654012441635132},{"id":"https://openalex.org/keywords/afforestation","display_name":"Afforestation","score":0.5865956544876099},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.5734467506408691},{"id":"https://openalex.org/keywords/acacia","display_name":"Acacia","score":0.5325103402137756},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46987825632095337},{"id":"https://openalex.org/keywords/overgrazing","display_name":"Overgrazing","score":0.4549935758113861},{"id":"https://openalex.org/keywords/prosopis-glandulosa","display_name":"Prosopis glandulosa","score":0.4349086880683899},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4278019368648529},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.393932044506073},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3736749291419983},{"id":"https://openalex.org/keywords/woody-plant","display_name":"Woody plant","score":0.34470105171203613},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.29479753971099854},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2719210982322693},{"id":"https://openalex.org/keywords/grazing","display_name":"Grazing","score":0.24278917908668518},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18445971608161926}],"concepts":[{"id":"https://openalex.org/C2779452761","wikidata":"https://www.wikidata.org/wiki/Q133422","display_name":"Prosopis","level":2,"score":0.7654012441635132},{"id":"https://openalex.org/C56095865","wikidata":"https://www.wikidata.org/wiki/Q2384419","display_name":"Afforestation","level":2,"score":0.5865956544876099},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.5734467506408691},{"id":"https://openalex.org/C2780713402","wikidata":"https://www.wikidata.org/wiki/Q81666","display_name":"Acacia","level":2,"score":0.5325103402137756},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46987825632095337},{"id":"https://openalex.org/C91770344","wikidata":"https://www.wikidata.org/wiki/Q334487","display_name":"Overgrazing","level":3,"score":0.4549935758113861},{"id":"https://openalex.org/C2908769299","wikidata":"https://www.wikidata.org/wiki/Q3013277","display_name":"Prosopis glandulosa","level":3,"score":0.4349086880683899},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4278019368648529},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.393932044506073},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3736749291419983},{"id":"https://openalex.org/C128758860","wikidata":"https://www.wikidata.org/wiki/Q757163","display_name":"Woody plant","level":2,"score":0.34470105171203613},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.29479753971099854},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2719210982322693},{"id":"https://openalex.org/C2777904157","wikidata":"https://www.wikidata.org/wiki/Q3239189","display_name":"Grazing","level":2,"score":0.24278917908668518},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18445971608161926},{"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":4,"locations":[{"id":"doi:10.3390/rs9010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9010074","pdf_url":"https://www.mdpi.com/2072-4292/9/1/74/pdf?version=1484565050","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:boris.unibe.ch:94500","is_oa":true,"landing_page_url":"https://boris.unibe.ch/94500/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"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":"Ng, Wai-Tim; Rima, Purity; Einzmann, Kathrin; Immitzer, Markus; Atzberger, Clement; Eckert, Sandra (2017). Assessing the Potential of Sentinel-2 and Pl\u00e9iades Data for the Detection of Prosopis and Vachellia spp. in Kenya. Remote sensing, 9(1), p. 74. MDPI 10.3390/rs9010074 <http://dx.doi.org/10.3390/rs9010074>","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:ce089e3f2fdf419d9830dc478fe3bb07","is_oa":true,"landing_page_url":"https://doaj.org/article/ce089e3f2fdf419d9830dc478fe3bb07","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 9, Iss 1, p 74 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/9/1/74/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs9010074","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":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs9010074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9010074","pdf_url":"https://www.mdpi.com/2072-4292/9/1/74/pdf?version=1484565050","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G4135457938","display_name":null,"funder_award_id":"r4d programme","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323821","display_name":"Universit\u00e4t f\u00fcr Bodenkultur Wien","ror":"https://ror.org/057ff4y42"},{"id":"https://openalex.org/F4320332770","display_name":"Direktion f\u00fcr Entwicklung und Zusammenarbeit","ror":"https://ror.org/03fxa4766"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2577871237.pdf","grobid_xml":"https://content.openalex.org/works/W2577871237.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W86257543","https://openalex.org/W110190618","https://openalex.org/W273955616","https://openalex.org/W1451632830","https://openalex.org/W1482289351","https://openalex.org/W1485678107","https://openalex.org/W1541691305","https://openalex.org/W1555328055","https://openalex.org/W1589366620","https://openalex.org/W1603771951","https://openalex.org/W1606745021","https://openalex.org/W1662323679","https://openalex.org/W1793671339","https://openalex.org/W1903469757","https://openalex.org/W1974981350","https://openalex.org/W1975919281","https://openalex.org/W1978617972","https://openalex.org/W1984792953","https://openalex.org/W1987645330","https://openalex.org/W1989816447","https://openalex.org/W1990653740","https://openalex.org/W1992201195","https://openalex.org/W1994423855","https://openalex.org/W1998139294","https://openalex.org/W2000102737","https://openalex.org/W2000613913","https://openalex.org/W2000853885","https://openalex.org/W2004149326","https://openalex.org/W2004553299","https://openalex.org/W2011221485","https://openalex.org/W2011475440","https://openalex.org/W2011500029","https://openalex.org/W2013183096","https://openalex.org/W2014930460","https://openalex.org/W2020960019","https://openalex.org/W2029249555","https://openalex.org/W2030407551","https://openalex.org/W2037341618","https://openalex.org/W2038023217","https://openalex.org/W2039604550","https://openalex.org/W2057974197","https://openalex.org/W2059272390","https://openalex.org/W2065217366","https://openalex.org/W2067191022","https://openalex.org/W2067892273","https://openalex.org/W2078245351","https://openalex.org/W2081694572","https://openalex.org/W2082081125","https://openalex.org/W2085972981","https://openalex.org/W2086800959","https://openalex.org/W2089302756","https://openalex.org/W2089441588","https://openalex.org/W2090991324","https://openalex.org/W2102720926","https://openalex.org/W2103079830","https://openalex.org/W2104673091","https://openalex.org/W2113283209","https://openalex.org/W2114993363","https://openalex.org/W2131305829","https://openalex.org/W2132077228","https://openalex.org/W2140845841","https://openalex.org/W2144158466","https://openalex.org/W2144516463","https://openalex.org/W2149357148","https://openalex.org/W2154314599","https://openalex.org/W2154874087","https://openalex.org/W2154905357","https://openalex.org/W2155261478","https://openalex.org/W2158932730","https://openalex.org/W2164500538","https://openalex.org/W2193788761","https://openalex.org/W2273708466","https://openalex.org/W2319034259","https://openalex.org/W2325728707","https://openalex.org/W2327362323","https://openalex.org/W2334769943","https://openalex.org/W2415808126","https://openalex.org/W2418853085","https://openalex.org/W2437953928","https://openalex.org/W2498123556","https://openalex.org/W2515306179","https://openalex.org/W2517111176","https://openalex.org/W2518011816","https://openalex.org/W2527760459","https://openalex.org/W2550113586","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W4245539475","https://openalex.org/W4248268077","https://openalex.org/W4255272544","https://openalex.org/W4301281244","https://openalex.org/W6610017368","https://openalex.org/W6628478490","https://openalex.org/W6635189824","https://openalex.org/W6636272674","https://openalex.org/W6636950212","https://openalex.org/W6686877319","https://openalex.org/W6726339144","https://openalex.org/W6727398690","https://openalex.org/W6940993405"],"related_works":["https://openalex.org/W2030441825","https://openalex.org/W1983697315","https://openalex.org/W1994594401","https://openalex.org/W2082725938","https://openalex.org/W2058445863","https://openalex.org/W2316424788","https://openalex.org/W4238245022","https://openalex.org/W2894183031","https://openalex.org/W2136147877","https://openalex.org/W2334335232"],"abstract_inverted_index":{"Prosopis":[0,27,35,124,163,222,267],"was":[1],"introduced":[2],"to":[3,78,97,113,161,178,191,247,265,330],"Baringo,":[4,170],"Kenya":[5],"in":[6,59,111,210,328],"the":[7,19,33,50,54,83,87,95,99,123,127,189,199,204,232,248,274,279,283,294,300,331],"early":[8],"1980s":[9],"for":[10,15,69,91,117,121,167,220,299],"provision":[11],"of":[12,195,281,285,302,309],"fuelwood":[13],"and":[14,30,42,61,72,93,116,142,156,164,203,223,241,254,268],"controlling":[16,122],"desertification":[17],"through":[18],"Fuelwood":[20],"Afforestation":[21],"Extension":[22],"Project":[23],"(FAEP).":[24],"Since":[25],"then,":[26],"has":[28,36],"hybridized":[29],"spread":[31],"throughout":[32],"region.":[34],"negative":[37],"ecological":[38],"impacts":[39],"on":[40,45,49,149],"biodiversity":[41],"socio-economic":[43],"effects":[44],"livelihoods.":[46],"Vachellia":[47,84,101,165,224,269],"tortilis,":[48],"other":[51],"hand,":[52],"is":[53,62,81,104,263],"dominant":[55],"indigenous":[56],"tree":[57],"species":[58,108],"Baringo":[60,128],"an":[63],"important":[64],"natural":[65],"resource,":[66],"mostly":[67],"preferred":[68],"wood,":[70],"fodder":[71],"charcoal":[73],"production.":[74],"High":[75],"utilization":[76],"due":[77],"anthropogenic":[79],"pressure":[80],"affecting":[82],"populations,":[85],"whereas":[86],"well":[88],"adapted":[89],"Prosopis\u2014competing":[90],"nutrients":[92],"water\u2014has":[94],"potential":[96],"replace":[98],"native":[100],"vegetation.":[102],"It":[103],"vital":[105],"that":[106,215,261],"both":[107,216],"are":[109,218],"mapped":[110],"detail":[112],"inform":[114],"stakeholders":[115],"designing":[118],"management":[119],"strategies":[120],"invasion.":[125],"For":[126],"area,":[129],"few":[130],"remote":[131],"sensing":[132],"studies":[133],"have":[134],"been":[135],"carried":[136],"out.":[137],"We":[138,259],"propose":[139],"a":[140,180,290],"detailed":[141],"robust":[143],"object-based":[144,221],"Random":[145,275],"Forest":[146,276],"(RF)":[147],"classification":[148],"high":[150],"spatial":[151,234,303],"resolution":[152,235,297],"Sentinel-2":[153,249,287,316],"(ten":[154],"meter)":[155,159],"Pl\u00e9iades":[157,236],"(two":[158],"data":[160,175,194,237,250,288],"detect":[162],"spp.":[166],"Marigat":[168],"sub-county,":[169],"Kenya.":[171],"In":[172],"situ":[173],"reference":[174,193,243,256],"were":[176,185,228],"collected":[177],"train":[179],"RF":[181],"classifier.":[182,277],"Classification":[183],"results":[184,213],"validated":[186],"by":[187,230,324],"comparing":[188],"outputs":[190],"independent":[192,242,255],"test":[196],"sites":[197],"from":[198,312],"\u201cWoody":[200],"Weeds\u201d":[201],"project":[202],"Out-Of-Bag":[205],"(OOB)":[206],"confusion":[207],"matrix":[208],"generated":[209],"RF.":[211],"Our":[212],"indicate":[214],"datasets":[217],"suitable":[219],"classification.":[225],"Higher":[226],"accuracies":[227],"obtained":[229],"using":[231,273,325],"higher":[233],"(OOB":[238,251],"accuracy":[239,244,252,257,272],"0.83":[240],"0.87\u20130.91)":[245],"compared":[246],"0.79":[253],"0.80\u20130.96).":[258],"conclude":[260],"it":[262],"possible":[264],"separate":[266],"with":[270],"good":[271],"Given":[278],"cost":[280],"Pl\u00e9iades,":[282],"free":[284],"charge":[286],"provide":[289],"viable":[291],"alternative":[292],"as":[293],"increased":[295],"spectral":[296,332],"compensates":[298],"lack":[301],"resolution.":[304],"With":[305],"global":[306],"revisit":[307],"times":[308],"five":[310],"days":[311],"next":[313],"year":[314],"onwards,":[315],"based":[317],"classifications":[318],"can":[319],"probably":[320],"be":[321],"further":[322],"improved":[323],"temporal":[326],"information":[327],"addition":[329],"signatures.":[333]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}