{"id":"https://openalex.org/W3184413429","doi":"https://doi.org/10.3390/rs13132557","title":"MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes Abundance Prediction","display_name":"MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes Abundance Prediction","publication_year":2021,"publication_date":"2021-06-30","ids":{"openalex":"https://openalex.org/W3184413429","doi":"https://doi.org/10.3390/rs13132557","mag":"3184413429"},"language":"en","primary_location":{"id":"doi:10.3390/rs13132557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13132557","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/rs13132557","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032583338","display_name":"Argyro Tsantalidou","orcid":"https://orcid.org/0000-0002-9110-2744"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Argyro Tsantalidou","raw_affiliation_strings":["Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009025497","display_name":"Elisavet Parselia","orcid":"https://orcid.org/0000-0002-2852-1882"},"institutions":[{"id":"https://openalex.org/I4210118731","display_name":"National Observatory of Athens","ror":"https://ror.org/03dtebk39","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210118731"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elisavet Parselia","raw_affiliation_strings":["National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece","institution_ids":["https://openalex.org/I4210118731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017969844","display_name":"George Arvanitakis","orcid":"https://orcid.org/0000-0003-2414-6891"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]},{"id":"https://openalex.org/I4210118731","display_name":"National Observatory of Athens","ror":"https://ror.org/03dtebk39","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210118731"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Arvanitakis","raw_affiliation_strings":["Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece","National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece","institution_ids":["https://openalex.org/I4210118731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089580109","display_name":"Katerina Kyratzi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118731","display_name":"National Observatory of Athens","ror":"https://ror.org/03dtebk39","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210118731"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katerina Kyratzi","raw_affiliation_strings":["National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece","institution_ids":["https://openalex.org/I4210118731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054967300","display_name":"Sandra Gewehr","orcid":"https://orcid.org/0000-0001-5236-9537"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sandra Gewehr","raw_affiliation_strings":["Ecodevelopment S.A., 57010 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Ecodevelopment S.A., 57010 Thessaloniki, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002623428","display_name":"Athena Vakali","orcid":"https://orcid.org/0000-0002-0666-6984"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athena Vakali","raw_affiliation_strings":["Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Informatics School, Aristotle University of Thessaloniki, 54121 Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069976439","display_name":"Charalampos Kontoes","orcid":"https://orcid.org/0000-0002-4973-9450"},"institutions":[{"id":"https://openalex.org/I4210118731","display_name":"National Observatory of Athens","ror":"https://ror.org/03dtebk39","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210118731"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charalampos Kontoes","raw_affiliation_strings":["National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece"],"affiliations":[{"raw_affiliation_string":"National Observatory of Athens, IAASARS, BEYOND Center for EO Research and Satellite Remote Sensing, 11523 Athens, Greece","institution_ids":["https://openalex.org/I4210118731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032583338"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7298,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84321168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":"13","first_page":"2557","last_page":"2557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998000264167786,"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":0.9998000264167786,"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/T10091","display_name":"Malaria Research and Control","score":0.9902999997138977,"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/T14053","display_name":"Dengue and Mosquito Control Research","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aedes-albopictus","display_name":"Aedes albopictus","score":0.649243950843811},{"id":"https://openalex.org/keywords/abundance","display_name":"Abundance (ecology)","score":0.5834534764289856},{"id":"https://openalex.org/keywords/chikungunya","display_name":"Chikungunya","score":0.4862586259841919},{"id":"https://openalex.org/keywords/dengue-fever","display_name":"Dengue fever","score":0.48444676399230957},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3761163651943207},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.35510849952697754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3502800762653351},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20477792620658875},{"id":"https://openalex.org/keywords/aedes-aegypti","display_name":"Aedes aegypti","score":0.17698654532432556},{"id":"https://openalex.org/keywords/larva","display_name":"Larva","score":0.10960111021995544}],"concepts":[{"id":"https://openalex.org/C2776853612","wikidata":"https://www.wikidata.org/wiki/Q477918","display_name":"Aedes albopictus","level":4,"score":0.649243950843811},{"id":"https://openalex.org/C77077793","wikidata":"https://www.wikidata.org/wiki/Q336019","display_name":"Abundance (ecology)","level":2,"score":0.5834534764289856},{"id":"https://openalex.org/C2781273456","wikidata":"https://www.wikidata.org/wiki/Q243257","display_name":"Chikungunya","level":3,"score":0.4862586259841919},{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.48444676399230957},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3761163651943207},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35510849952697754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3502800762653351},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20477792620658875},{"id":"https://openalex.org/C2777775583","wikidata":"https://www.wikidata.org/wiki/Q1148004","display_name":"Aedes aegypti","level":3,"score":0.17698654532432556},{"id":"https://openalex.org/C173758957","wikidata":"https://www.wikidata.org/wiki/Q129270","display_name":"Larva","level":2,"score":0.10960111021995544},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13132557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13132557","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:doaj.org/article:70ffef72e0d240209dc8436491770681","is_oa":true,"landing_page_url":"https://doaj.org/article/70ffef72e0d240209dc8436491770681","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 13, Iss 13, p 2557 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/13/2557/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13132557","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/rs13132557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13132557","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W3151196","https://openalex.org/W1480376833","https://openalex.org/W1504305900","https://openalex.org/W1678356000","https://openalex.org/W1983206444","https://openalex.org/W1989931667","https://openalex.org/W2006169033","https://openalex.org/W2023492831","https://openalex.org/W2028452575","https://openalex.org/W2079971636","https://openalex.org/W2081173661","https://openalex.org/W2086166030","https://openalex.org/W2137450422","https://openalex.org/W2180155478","https://openalex.org/W2218047931","https://openalex.org/W2520087599","https://openalex.org/W2559955879","https://openalex.org/W2604675629","https://openalex.org/W2766013390","https://openalex.org/W2801896044","https://openalex.org/W2894931397","https://openalex.org/W2910655660","https://openalex.org/W2920560629","https://openalex.org/W2942677780","https://openalex.org/W2968211639","https://openalex.org/W3013702075","https://openalex.org/W3048631361","https://openalex.org/W6670973961"],"related_works":["https://openalex.org/W2418053309","https://openalex.org/W2085569710","https://openalex.org/W2883249868","https://openalex.org/W2791360395","https://openalex.org/W2150810682","https://openalex.org/W2080975752","https://openalex.org/W2591870452","https://openalex.org/W2560639827","https://openalex.org/W2271144364","https://openalex.org/W2807793806"],"abstract_inverted_index":{"Mosquito-Borne":[0],"Diseases":[1],"(MBDs)":[2],"are":[3,20],"known":[4],"to":[5,22,52,112,131,142],"be":[6,126],"more":[7,96],"prevalent":[8],"in":[9,14,27,167],"the":[10,15,44,83,91,114,180,191,197,200],"tropics,":[11],"and":[12,35,46,63,68,73,107,129,146,161,166,184,208],"yet,":[13],"last":[16],"two":[17],"decades,":[18],"they":[19],"spreading":[21],"many":[23],"other":[24,36,108],"countries,":[25],"especially":[26],"Europe.":[28],"The":[29,99,138,176],"set":[30],"(volume)":[31],"of":[32,90,170,193],"environmental,":[33],"meteorological":[34],"spatio-temporally":[37],"variable":[38],"parameters":[39],"affecting":[40],"mosquito":[41,54,80,121,144],"abundance":[42,55],"makes":[43],"modeling":[45],"prediction":[47,56],"tasks":[48],"quite":[49],"challenging.":[50],"Up":[51],"now,":[53],"problems":[57],"were":[58],"addressed":[59],"with":[60,196],"ad-hoc":[61],"area-specific":[62],"genus-tailored":[64],"approaches.":[65],"We":[66],"propose":[67],"develop":[69],"MAMOTH,":[70],"a":[71],"generic":[72],"accurate":[74],"Machine":[75],"Learning":[76],"model":[77,101,139,181,198],"that":[78,179],"predicts":[79],"abundances":[81],"for":[82,153,159,164,186,206],"upcoming":[84],"period":[85],"(the":[86],"Mean":[87],"Absolute":[88],"Error":[89],"predictions":[92],"do":[93],"not":[94,118],"deviate":[95],"than":[97],"14%).":[98],"designed":[100],"relies":[102],"on":[103],"satellite":[104],"Earth":[105],"Observation":[106],"in-situ":[109],"geo-spatial":[110],"data":[111],"tackle":[113],"problem.":[115],"MAMOTH":[116],"is":[117],"site-":[119],"nor":[120],"genus-dependent;":[122],"thus,":[123],"it":[124],"can":[125],"easily":[127],"replicated":[128],"applied":[130,141],"multiple":[132],"cases":[133],"without":[134],"any":[135],"special":[136],"parametrization.":[137],"was":[140],"different":[143,168,194],"genus":[145],"species":[147],"Culex":[148],"spp.":[149,158],"as":[150],"potential":[151],"vectors":[152],"West":[154],"Nile":[155],"Virus,":[156],"Anopheles":[157],"Malaria":[160],"Aedes":[162],"albopictus":[163],"Zika/Chikungunya/Dengue)":[165],"areas":[169],"interest":[171],"(Italy,":[172],"Serbia,":[173],"France,":[174],"Germany).":[175],"results":[177],"show":[178],"performs":[182],"accurately":[183],"consistently":[185],"all":[187],"case":[188],"studies.":[189,211],"Additionally,":[190],"evaluation":[192],"cases,":[195],"using":[199],"same":[201],"principles,":[202],"provides":[203],"an":[204],"opportunity":[205],"multi-case":[207],"multi-scope":[209],"comparative":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
