{"id":"https://openalex.org/W4392166580","doi":"https://doi.org/10.3390/rs16050798","title":"Mapping and Monitoring of the Invasive Species Dichrostachys cinerea (Marab\u00fa) in Central Cuba Using Landsat Imagery and Machine Learning (1994\u20132022)","display_name":"Mapping and Monitoring of the Invasive Species Dichrostachys cinerea (Marab\u00fa) in Central Cuba Using Landsat Imagery and Machine Learning (1994\u20132022)","publication_year":2024,"publication_date":"2024-02-24","ids":{"openalex":"https://openalex.org/W4392166580","doi":"https://doi.org/10.3390/rs16050798"},"language":"en","primary_location":{"id":"doi:10.3390/rs16050798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050798","pdf_url":null,"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://doi.org/10.3390/rs16050798","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032083762","display_name":"Alexey Valero-Jorge","orcid":"https://orcid.org/0000-0002-5993-7346"},"institutions":[{"id":"https://openalex.org/I4210122787","display_name":"Centro de Investigaci\u00f3n y Tecnolog\u00eda Agroalimentaria de Arag\u00f3n","ror":"https://ror.org/033gfj842","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210122787","https://openalex.org/I4210137209"]},{"id":"https://openalex.org/I14414995","display_name":"Universidad de Ciego de \u00c1vila","ror":"https://ror.org/00zhs8v21","country_code":"CU","type":"education","lineage":["https://openalex.org/I14414995"]}],"countries":["CU","ES"],"is_corresponding":false,"raw_author_name":"Alexey Valero-Jorge","raw_affiliation_strings":["Department of Agrarian, Forest and Environmental Systems, Agri-Food Research and Technology Centre of Aragon (CITA), 50059 Zaragoza, Spain","Provincial Meteorological Centre of Ciego de \u00c1vila, Institute of Meteorology, Avenida de los Deportes S/N, Ciego de \u00c1vila 65100, Cuba"],"affiliations":[{"raw_affiliation_string":"Department of Agrarian, Forest and Environmental Systems, Agri-Food Research and Technology Centre of Aragon (CITA), 50059 Zaragoza, Spain","institution_ids":["https://openalex.org/I4210122787"]},{"raw_affiliation_string":"Provincial Meteorological Centre of Ciego de \u00c1vila, Institute of Meteorology, Avenida de los Deportes S/N, Ciego de \u00c1vila 65100, Cuba","institution_ids":["https://openalex.org/I14414995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090754510","display_name":"Roberto Gonz\u00e1lez\u2013De Zayas","orcid":"https://orcid.org/0000-0001-8035-8624"},"institutions":[{"id":"https://openalex.org/I14414995","display_name":"Universidad de Ciego de \u00c1vila","ror":"https://ror.org/00zhs8v21","country_code":"CU","type":"education","lineage":["https://openalex.org/I14414995"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Roberto Gonz\u00e1lez-De Zayas","raw_affiliation_strings":["Centre for Geomatic, Environmental and Marine Estudies (GEOMAR), Ciudad de M\u00e9xico 11560, Mexico","Department of Hydraulic Engineering, Faculty of Technical Sciences, Universidad de Ciego de \u00c1vila, Ciego de \u00c1vila 65100, Cuba"],"affiliations":[{"raw_affiliation_string":"Centre for Geomatic, Environmental and Marine Estudies (GEOMAR), Ciudad de M\u00e9xico 11560, Mexico","institution_ids":[]},{"raw_affiliation_string":"Department of Hydraulic Engineering, Faculty of Technical Sciences, Universidad de Ciego de \u00c1vila, Ciego de \u00c1vila 65100, Cuba","institution_ids":["https://openalex.org/I14414995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048903953","display_name":"Felipe Matos-Pupo","orcid":null},"institutions":[{"id":"https://openalex.org/I14414995","display_name":"Universidad de Ciego de \u00c1vila","ror":"https://ror.org/00zhs8v21","country_code":"CU","type":"education","lineage":["https://openalex.org/I14414995"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Felipe Matos-Pupo","raw_affiliation_strings":["Provincial Meteorological Centre of Ciego de \u00c1vila, Institute of Meteorology, Avenida de los Deportes S/N, Ciego de \u00c1vila 65100, Cuba"],"affiliations":[{"raw_affiliation_string":"Provincial Meteorological Centre of Ciego de \u00c1vila, Institute of Meteorology, Avenida de los Deportes S/N, Ciego de \u00c1vila 65100, Cuba","institution_ids":["https://openalex.org/I14414995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094004651","display_name":"Angel Luis Becerra-Gonz\u00e1lez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angel Luis Becerra-Gonz\u00e1lez","raw_affiliation_strings":["Moron Geodesy and Cadaster Facility, Mor\u00f3n 67210, Cuba"],"affiliations":[{"raw_affiliation_string":"Moron Geodesy and Cadaster Facility, Mor\u00f3n 67210, Cuba","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063446279","display_name":"Mar\u00eda Flor \u00c1lvarez Taboada","orcid":"https://orcid.org/0000-0002-1530-3309"},"institutions":[{"id":"https://openalex.org/I8833935","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/02tzt0b78","country_code":"ES","type":"education","lineage":["https://openalex.org/I8833935"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Flor \u00c1lvarez-Taboada","raw_affiliation_strings":["School of Agrarian and Forest Engineering, Universidad de Le\u00f3n, 24404 Le\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"School of Agrarian and Forest Engineering, Universidad de Le\u00f3n, 24404 Le\u00f3n, Spain","institution_ids":["https://openalex.org/I8833935"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063446279"],"corresponding_institution_ids":["https://openalex.org/I8833935"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.349,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93687049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"5","first_page":"798","last_page":"798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9836000204086304,"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/T10199","display_name":"Wildlife Ecology and Conservation","score":0.9836000204086304,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9706000089645386,"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/remote-sensing","display_name":"Remote sensing","score":0.551576554775238},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.37586888670921326},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3634072542190552},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3314880132675171}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.551576554775238},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.37586888670921326},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3634072542190552},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3314880132675171}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16050798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050798","pdf_url":null,"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:buleria.unileon.es:10612/19015","is_oa":true,"landing_page_url":"https://hdl.handle.net/10612/19015","pdf_url":"https://buleria.unileon.es/bitstream/10612/19015/1/Mapping_Monitoring_Invasive_Species.pdf","source":{"id":"https://openalex.org/S4306401642","display_name":"Buleria (Universidad de Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:f230068361114dd685a8746a365930ba","is_oa":true,"landing_page_url":"https://doaj.org/article/f230068361114dd685a8746a365930ba","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 5, p 798 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16050798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16050798","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306115","display_name":"United States Agency for International Development","ror":"https://ror.org/01n6e6j62"},{"id":"https://openalex.org/F4320331769","display_name":"Universidad de Le\u00f3n","ror":null},{"id":"https://openalex.org/F4320334954","display_name":"Agencia Espa\u00f1ola de Cooperaci\u00f3n Internacional para el Desarrollo","ror":"https://ror.org/00r6akf90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1565746575","https://openalex.org/W2002290084","https://openalex.org/W2006690683","https://openalex.org/W2010735452","https://openalex.org/W2018732570","https://openalex.org/W2030412562","https://openalex.org/W2040667072","https://openalex.org/W2052605829","https://openalex.org/W2059852328","https://openalex.org/W2101926042","https://openalex.org/W2118978333","https://openalex.org/W2131305829","https://openalex.org/W2132918507","https://openalex.org/W2133272607","https://openalex.org/W2138973222","https://openalex.org/W2139086914","https://openalex.org/W2140184308","https://openalex.org/W2153499915","https://openalex.org/W2155653793","https://openalex.org/W2158698691","https://openalex.org/W2171528669","https://openalex.org/W2263139037","https://openalex.org/W2314176900","https://openalex.org/W2361573580","https://openalex.org/W2565988129","https://openalex.org/W2618046395","https://openalex.org/W2624784938","https://openalex.org/W2674804264","https://openalex.org/W2751262706","https://openalex.org/W2791438395","https://openalex.org/W2904387025","https://openalex.org/W2911311508","https://openalex.org/W2914272072","https://openalex.org/W2921468651","https://openalex.org/W2942041917","https://openalex.org/W2946309854","https://openalex.org/W2981217223","https://openalex.org/W3018908641","https://openalex.org/W3022120566","https://openalex.org/W3023211159","https://openalex.org/W3088162569","https://openalex.org/W3103507447","https://openalex.org/W3111094164","https://openalex.org/W3112159969","https://openalex.org/W3114656614","https://openalex.org/W3194603586","https://openalex.org/W3201725531","https://openalex.org/W3209593514","https://openalex.org/W3217620548","https://openalex.org/W4245539475","https://openalex.org/W4251825735","https://openalex.org/W4287982085","https://openalex.org/W4288336738","https://openalex.org/W4311956312","https://openalex.org/W4313519676","https://openalex.org/W4318478830","https://openalex.org/W4367667780","https://openalex.org/W4383070436","https://openalex.org/W4389167909","https://openalex.org/W6731137599","https://openalex.org/W6749011316"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W2633218168","https://openalex.org/W2059707233","https://openalex.org/W4235897794","https://openalex.org/W1983126463","https://openalex.org/W2095126257","https://openalex.org/W2308616044","https://openalex.org/W1482410789"],"abstract_inverted_index":{"Invasive":[0],"plants":[1,54],"are":[2,10],"a":[3,45,66,123],"serious":[4],"problem":[5],"in":[6,93,110,198,203,220,231,246],"island":[7],"ecosystems":[8],"and":[9,36,82,98,116,133,141,157,178,215,234,236,264],"the":[11,15,26,37,79,94,118,130,168,186,221,247,270],"main":[12,103],"cause":[13],"of":[14,17,25,28,68,105,120,174,251],"extinction":[16],"endemic":[18],"species.":[19],"Cuba":[20],"is":[21,65],"located":[22],"within":[23],"one":[24],"hotspots":[27],"global":[29],"biodiversity,":[30],"which,":[31],"coupled":[32],"with":[33,145,229,238,261],"high":[34],"endemism":[35],"impacts":[38],"caused":[39],"by":[40,52,90,189,192,224],"various":[41],"disturbances,":[42],"makes":[43],"it":[44],"region":[46],"particularly":[47],"sensitive":[48],"to":[49,114,200],"potential":[50],"damage":[51],"invasive":[53],"like":[55,212],"Dichrostachys":[56],"cinerea":[57],"(L.)":[58],"Wight":[59],"&":[60],"Arn.":[61],"(marab\u00fa).":[62],"However,":[63],"there":[64],"lack":[67],"timely":[69],"information":[70],"for":[71,129,176,180],"monitoring":[72],"this":[73,91,106],"species,":[74],"as":[75,77,242,257],"well":[76],"about":[78],"land":[80,83,127,210,232],"use":[81,250],"cover":[84],"(LULC)":[85],"classes":[86],"most":[87],"significantly":[88],"impacted":[89],"invasion":[92],"last":[95],"few":[96],"decades":[97],"their":[99],"spatial":[100,265],"distribution.":[101],"The":[102,126,161,249],"objective":[104],"study,":[107],"carried":[108],"out":[109],"Central":[111],"Cuba,":[112],"was":[113,183],"detect":[115],"monitor":[117],"spread":[119],"marab\u00fa":[121,190,225],"over":[122],"28-year":[124],"period.":[125],"covers":[128,211],"years":[131],"1994":[132,177,199],"2022":[134,204],"were":[135,226],"classified":[136],"using":[137],"Landsat":[138],"5":[139],"TM":[140],"8":[142],"OLI":[143],"images":[144],"three":[146],"different":[147],"classification":[148],"algorithms:":[149],"maximum":[150],"likelihood":[151],"(ML),":[152],"support":[153],"vector":[154],"machine":[155],"(SVM),":[156],"random":[158],"forest":[159],"(RF).":[160],"results":[162],"obtained":[163],"showed":[164],"that":[165,185],"RF":[166],"outperformed":[167],"other":[169,239,252],"classifiers,":[170],"achieving":[171],"AUC":[172],"values":[173],"0.92":[175],"0.97":[179],"2022.":[181],"It":[182],"confirmed":[184],"area":[187,222],"covered":[188,223],"increased":[191],"29,555":[193],"ha,":[194],"from":[195],"61,977.59":[196],"ha":[197,202],"91,533.47":[201],"(by":[205],"around":[206],"48%),":[207],"affecting":[208],"key":[209],"woodlands,":[213],"mangroves,":[214],"rainfed":[216],"croplands.":[217],"These":[218],"changes":[219,230],"associated,":[227],"principally,":[228],"uses":[233],"tenure":[235],"not":[237],"factors,":[240],"such":[241,256],"rainfall":[243],"or":[244],"relief":[245],"province.":[248],"free":[253],"multispectral":[254],"imagery,":[255],"Sentinel":[258],"2":[259],"data,":[260],"higher":[262],"temporal":[263],"resolution,":[266],"could":[267],"further":[268],"refine":[269],"model\u2019s":[271],"accuracy.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2024-02-27T00:00:00"}