{"id":"https://openalex.org/W3087479834","doi":"https://doi.org/10.3390/rs12183064","title":"Predicting WNV Circulation in Italy Using Earth Observation Data and Extreme Gradient Boosting Model","display_name":"Predicting WNV Circulation in Italy Using Earth Observation Data and Extreme Gradient Boosting Model","publication_year":2020,"publication_date":"2020-09-19","ids":{"openalex":"https://openalex.org/W3087479834","doi":"https://doi.org/10.3390/rs12183064","mag":"3087479834"},"language":"en","primary_location":{"id":"doi:10.3390/rs12183064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12183064","pdf_url":"https://www.mdpi.com/2072-4292/12/18/3064/pdf?version=1600761693","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/2072-4292/12/18/3064/pdf?version=1600761693","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089795326","display_name":"Luca Candeloro","orcid":"https://orcid.org/0000-0001-8475-3787"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Candeloro","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052226087","display_name":"Carla Ippoliti","orcid":"https://orcid.org/0000-0001-9030-7329"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carla Ippoliti","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9030-7329","affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023784584","display_name":"Federica Iapaolo","orcid":"https://orcid.org/0000-0002-3627-915X"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Iapaolo","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066291024","display_name":"Federica Monaco","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Monaco","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074671948","display_name":"Daniela Morelli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniela Morelli","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089241674","display_name":"Roberto Cuccu","orcid":"https://orcid.org/0000-0003-4793-0953"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roberto Cuccu","raw_affiliation_strings":["Progressive Systems Srl, Frascati, 00044 Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Progressive Systems Srl, Frascati, 00044 Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065793340","display_name":"Pietro Fronte","orcid":"https://orcid.org/0000-0001-5946-107X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pietro Fronte","raw_affiliation_strings":["Progressive Systems Srl, Frascati, 00044 Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Progressive Systems Srl, Frascati, 00044 Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075481810","display_name":"Simone Calderara","orcid":"https://orcid.org/0000-0001-9056-1538"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Calderara","raw_affiliation_strings":["AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001856744","display_name":"Stefano Vincenzi","orcid":"https://orcid.org/0000-0003-4401-0094"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Vincenzi","raw_affiliation_strings":["AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049269493","display_name":"Angelo Porrello","orcid":"https://orcid.org/0000-0002-9022-8484"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]},{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Porrello","raw_affiliation_strings":["AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AImageLab, Engineering Department \u201cEnzo Ferrari\u201d, University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"AImageLab, Engineering Department \"Enzo Ferrari\", University of Modena and Reggio Emilia, 41121 Modena, Italy","institution_ids":["https://openalex.org/I122346577","https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015819915","display_name":"Nicola D\u2019Alterio","orcid":"https://orcid.org/0000-0001-5633-3283"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola D\u2019Alterio","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015571211","display_name":"Paolo Calistri","orcid":"https://orcid.org/0000-0001-6004-9373"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Calistri","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071324320","display_name":"Annamaria Conte","orcid":"https://orcid.org/0000-0001-6975-2698"},"institutions":[{"id":"https://openalex.org/I4210144814","display_name":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise G. Caporale","ror":"https://ror.org/04es49j42","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210144814"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annamaria Conte","raw_affiliation_strings":["Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell\u2019Abruzzo e del Molise \u2018G.Caporale\u2019, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]},{"raw_affiliation_string":"Istituto Zooprofilattico Sperimentale dell'Abruzzo e del Molise 'G.Caporale', 64100 Teramo, Italy","institution_ids":["https://openalex.org/I4210144814"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5089795326"],"corresponding_institution_ids":["https://openalex.org/I4210144814"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.1572,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.8871376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"18","first_page":"3064","last_page":"3064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12047","display_name":"Viral Infections and Vectors","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/west-nile-virus","display_name":"West Nile virus","score":0.6615187525749207},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4535653293132782},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4401179254055023},{"id":"https://openalex.org/keywords/bird-migration","display_name":"Bird migration","score":0.42050477862358093},{"id":"https://openalex.org/keywords/early-warning-system","display_name":"Early warning system","score":0.4145713150501251},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.38455140590667725},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.368512898683548},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2771047055721283},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2557772994041443},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.2387775480747223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18914666771888733},{"id":"https://openalex.org/keywords/virus","display_name":"Virus","score":0.18586045503616333}],"concepts":[{"id":"https://openalex.org/C2776866189","wikidata":"https://www.wikidata.org/wiki/Q158856","display_name":"West Nile virus","level":3,"score":0.6615187525749207},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4535653293132782},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4401179254055023},{"id":"https://openalex.org/C2777575432","wikidata":"https://www.wikidata.org/wiki/Q216507","display_name":"Bird migration","level":2,"score":0.42050477862358093},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.4145713150501251},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.38455140590667725},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.368512898683548},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2771047055721283},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2557772994041443},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.2387775480747223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18914666771888733},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.18586045503616333},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12183064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12183064","pdf_url":"https://www.mdpi.com/2072-4292/12/18/3064/pdf?version=1600761693","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:iris.unimore.it:11380/1212459","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1212459","pdf_url":"https://iris.unimore.it/bitstream/11380/1212459/1/remotesensing-12-03064-v2.pdf","source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:4d2e538bc4b94124ac89200e6839eeec","is_oa":true,"landing_page_url":"https://doaj.org/article/4d2e538bc4b94124ac89200e6839eeec","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":"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 12, Iss 18, p 3064 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/18/3064/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12183064","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; Volume 12; Issue 18; Pages: 3064","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12183064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12183064","pdf_url":"https://www.mdpi.com/2072-4292/12/18/3064/pdf?version=1600761693","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":[],"awards":[{"id":"https://openalex.org/G7059695799","display_name":null,"funder_award_id":"Contract No. 4000128146/19/I\u00b7DT","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"}],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087479834.pdf","grobid_xml":"https://content.openalex.org/works/W3087479834.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W106426109","https://openalex.org/W1422486241","https://openalex.org/W1967531774","https://openalex.org/W1973250616","https://openalex.org/W1975289797","https://openalex.org/W2006169033","https://openalex.org/W2011195592","https://openalex.org/W2012906379","https://openalex.org/W2027051223","https://openalex.org/W2027558165","https://openalex.org/W2030032500","https://openalex.org/W2066006652","https://openalex.org/W2078115510","https://openalex.org/W2079349423","https://openalex.org/W2080439372","https://openalex.org/W2081173661","https://openalex.org/W2085318578","https://openalex.org/W2088899348","https://openalex.org/W2097998348","https://openalex.org/W2107528163","https://openalex.org/W2114879374","https://openalex.org/W2133278587","https://openalex.org/W2133745816","https://openalex.org/W2136655624","https://openalex.org/W2137450422","https://openalex.org/W2148680712","https://openalex.org/W2171064345","https://openalex.org/W2216162165","https://openalex.org/W2261546150","https://openalex.org/W2295598076","https://openalex.org/W2323156035","https://openalex.org/W2347060746","https://openalex.org/W2412930384","https://openalex.org/W2462223679","https://openalex.org/W2520087599","https://openalex.org/W2565943263","https://openalex.org/W2735708250","https://openalex.org/W2742011533","https://openalex.org/W2750402980","https://openalex.org/W2781625359","https://openalex.org/W2790866212","https://openalex.org/W2801896044","https://openalex.org/W2802021855","https://openalex.org/W2886535380","https://openalex.org/W2887417048","https://openalex.org/W2890249457","https://openalex.org/W2907323557","https://openalex.org/W2907880088","https://openalex.org/W2912023255","https://openalex.org/W2913323966","https://openalex.org/W2955953126","https://openalex.org/W2968211639","https://openalex.org/W2980403386","https://openalex.org/W2990709950","https://openalex.org/W2995507774","https://openalex.org/W2996869251","https://openalex.org/W3016845093","https://openalex.org/W3038102341","https://openalex.org/W3099527008","https://openalex.org/W3102476541","https://openalex.org/W3155823492","https://openalex.org/W3163617311","https://openalex.org/W6604404314","https://openalex.org/W6643427734","https://openalex.org/W6674385629","https://openalex.org/W6743351914","https://openalex.org/W6749721599","https://openalex.org/W6769218948","https://openalex.org/W6769764061","https://openalex.org/W6795848648","https://openalex.org/W6869608176","https://openalex.org/W6911097187"],"related_works":["https://openalex.org/W2019221308","https://openalex.org/W2366686155","https://openalex.org/W1044530532","https://openalex.org/W2383173999","https://openalex.org/W2899102479","https://openalex.org/W3125817379","https://openalex.org/W2369926976","https://openalex.org/W2381743810","https://openalex.org/W2349162035","https://openalex.org/W2402451758"],"abstract_inverted_index":{"West":[0,111],"Nile":[1,112],"Disease":[2,185],"(WND)":[3],"is":[4,23],"one":[5],"of":[6,60,73,81,101,143,148,156,219,249],"the":[7,30,37,78,110,132,136,141,145,154,179,203,207,224,245],"most":[8],"spread":[9,248],"zoonosis":[10],"in":[11,92,116,153,165,170,213],"Italy":[12],"and":[13,33,44,63,70,77,95,126,168,173,198,200,239,247],"Europe":[14],"caused":[15],"by":[16],"a":[17,227],"vector-borne":[18],"virus.":[19],"Its":[20],"transmission":[21],"cycle":[22],"well":[24],"understood,":[25],"with":[26,140,194,215],"birds":[27,167],"acting":[28],"as":[29],"primary":[31],"hosts":[32,62],"mosquito":[34],"vectors":[35,64],"transmitting":[36],"virus":[38],"to":[39,88,96,118,244],"other":[40],"birds,":[41],"while":[42],"humans":[43],"horses":[45,169],"are":[46],"occasional":[47],"dead-end":[48],"hosts.":[49],"Identifying":[50],"suitable":[51],"environmental":[52,240],"conditions":[53,241],"across":[54],"large":[55],"areas":[56,102,157],"containing":[57],"multiple":[58],"species":[59],"potential":[61],"can":[65,86],"be":[66],"difficult.":[67],"The":[68],"recent":[69],"massive":[71],"availability":[72],"Earth":[74],"Observation":[75],"data":[76,195],"continuous":[79],"development":[80],"innovative":[82],"Machine":[83],"Learning":[84],"methods":[85],"contribute":[87],"automatically":[89],"identify":[90],"patterns":[91],"big":[93],"datasets":[94],"make":[97],"highly":[98],"accurate":[99],"identification":[100,155],"at":[103,158],"risk.":[104],"In":[105],"this":[106],"paper,":[107],"we":[108],"investigated":[109],"Virus":[113],"(WNV)":[114],"circulation":[115,210],"relation":[117],"Land":[119],"Surface":[120,127],"Temperature,":[121],"Normalized":[122],"Difference":[123],"Vegetation":[124],"Index":[125],"Soil":[128],"Moisture":[129],"collected":[130,177],"during":[131],"160":[133],"days":[134],"before":[135],"infection":[137],"took":[138],"place,":[139],"aim":[142],"evaluating":[144],"predictive":[146],"capacity":[147],"lagged":[149],"remotely":[150],"sensed":[151],"variables":[152],"risk":[159],"for":[160,183,202,226],"WNV":[161,163,209],"circulation.":[162],"detection":[164],"mosquitoes,":[166],"2017,":[171],"2018":[172,199],"2019,":[174],"has":[175],"been":[176],"from":[178,196],"National":[180],"Information":[181],"System":[182],"Animal":[184],"Notification.":[186],"An":[187],"Extreme":[188],"Gradient":[189],"Boosting":[190],"model":[191],"was":[192],"trained":[193],"2017":[197],"tested":[201],"2019":[204],"epidemic,":[205],"predicting":[206],"spatio-temporal":[208],"two":[211],"weeks":[212],"advance":[214],"an":[216],"overall":[217],"accuracy":[218],"0.84.":[220],"This":[221],"work":[222],"lays":[223],"basis":[225],"future":[228],"early":[229],"warning":[230],"system":[231],"that":[232],"could":[233],"alert":[234],"public":[235],"authorities":[236],"when":[237],"climatic":[238],"become":[242],"favourable":[243],"onset":[246],"WNV.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2020-09-25T00:00:00"}
