{"id":"https://openalex.org/W2907340719","doi":"https://doi.org/10.3390/rs11010039","title":"On the Synergistic Use of Optical and SAR Time-Series Satellite Data for Small Mammal Disease Host Mapping","display_name":"On the Synergistic Use of Optical and SAR Time-Series Satellite Data for Small Mammal Disease Host Mapping","publication_year":2018,"publication_date":"2018-12-27","ids":{"openalex":"https://openalex.org/W2907340719","doi":"https://doi.org/10.3390/rs11010039","mag":"2907340719"},"language":"en","primary_location":{"id":"doi:10.3390/rs11010039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11010039","pdf_url":"https://www.mdpi.com/2072-4292/11/1/39/pdf?version=1545896570","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/2072-4292/11/1/39/pdf?version=1545896570","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049487258","display_name":"Christopher G. Marston","orcid":"https://orcid.org/0000-0002-2070-2187"},"institutions":[{"id":"https://openalex.org/I165525304","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53","country_code":"GB","type":"education","lineage":["https://openalex.org/I165525304"]},{"id":"https://openalex.org/I4210092773","display_name":"UK Centre for Ecology & Hydrology","ror":"https://ror.org/00pggkr55","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210092773"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Christopher Marston","raw_affiliation_strings":["Centre for Ecology and Hydrology, Library Avenue, Lancaster Environment Centre, Bailrigg, Lancaster LA1 4AP, UK","Department of Geography, Edge Hill University, St. Helens Road, Ormskirk, Lancashire L39 4QP, UK","CEH - Centre for Ecology and Hydrology [Lancaster] (Centre for Ecology & Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Centre for Ecology and Hydrology, Library Avenue, Lancaster Environment Centre, Bailrigg, Lancaster LA1 4AP, UK","institution_ids":["https://openalex.org/I4210092773"]},{"raw_affiliation_string":"Department of Geography, Edge Hill University, St. Helens Road, Ormskirk, Lancashire L39 4QP, UK","institution_ids":["https://openalex.org/I165525304"]},{"raw_affiliation_string":"CEH - Centre for Ecology and Hydrology [Lancaster] (Centre for Ecology & Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP - United Kingdom)","institution_ids":["https://openalex.org/I4210092773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009746329","display_name":"Patrick Giraudoux","orcid":"https://orcid.org/0000-0003-2376-0136"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104630","display_name":"Laboratoire Chrono-Environnement","ror":"https://ror.org/028cef883","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1314251682","https://openalex.org/I2738703131","https://openalex.org/I2802818602","https://openalex.org/I2802818602","https://openalex.org/I4210102700","https://openalex.org/I4210102700","https://openalex.org/I4210104630","https://openalex.org/I4210107625","https://openalex.org/I4210110412","https://openalex.org/I4210139971","https://openalex.org/I4210155116","https://openalex.org/I4405256580"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Giraudoux","raw_affiliation_strings":["Department of Chrono-Environment, University of Bourgogne Franche-Comte/CNRS, La Bouloie, 25030 Besan\u00e7on CEDEX, France"],"affiliations":[{"raw_affiliation_string":"Department of Chrono-Environment, University of Bourgogne Franche-Comte/CNRS, La Bouloie, 25030 Besan\u00e7on CEDEX, France","institution_ids":["https://openalex.org/I4210104630","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049487258"],"corresponding_institution_ids":["https://openalex.org/I165525304","https://openalex.org/I4210092773"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6584,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.70624613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"1","first_page":"39","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11154","display_name":"Parasitic infections in humans and animals","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T11154","display_name":"Parasitic infections in humans and animals","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/T10815","display_name":"Parasite Biology and Host Interactions","score":0.9740999937057495,"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/T12492","display_name":"Zoonotic diseases and public health","score":0.9666000008583069,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.6821142435073853},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6528937816619873},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.4941251575946808},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4896726906299591},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4538319706916809},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.44653382897377014},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.39182767271995544},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3083348274230957},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2851701080799103},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1617281138896942},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15110531449317932}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6821142435073853},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6528937816619873},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.4941251575946808},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4896726906299591},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4538319706916809},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.44653382897377014},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.39182767271995544},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3083348274230957},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2851701080799103},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1617281138896942},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15110531449317932},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/rs11010039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11010039","pdf_url":"https://www.mdpi.com/2072-4292/11/1/39/pdf?version=1545896570","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:pure.atira.dk:openaire/176fcbd3-aa12-492d-90d0-7df7fb09ad56","is_oa":true,"landing_page_url":"https://research.edgehill.ac.uk/en/publications/176fcbd3-aa12-492d-90d0-7df7fb09ad56","pdf_url":null,"source":{"id":"https://openalex.org/S4306402462","display_name":"Edge Hill University Research Information Repository (Edge Hill University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165525304","host_organization_name":"Edge Hill University","host_organization_lineage":["https://openalex.org/I165525304"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Marston, C & Giraudoux, P 2018, 'On the Synergistic Use of Optical and SAR Time-Series Satellite Data for Small Mammal Disease Host Mapping', Remote Sensing, vol. 11, no. 1. https://doi.org/10.3390/rs11010039","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:nora.nerc.ac.uk:522240","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400758","display_name":"NERC Open Research Archive (Natural Environment Research Council)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141816643","host_organization_name":"Natural Environment Research Council","host_organization_lineage":["https://openalex.org/I141816643"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Publication - Article"},{"id":"pmh:oai:HAL:hal-02012721v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02012721","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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, 2019, 11 (1), pp.39. ⟨10.3390/rs11010039⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:035f14cdddb24b62bd6a7750fec68b97","is_oa":true,"landing_page_url":"https://doaj.org/article/035f14cdddb24b62bd6a7750fec68b97","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 11, Iss 1, p 39 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/1/39/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11010039","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"},{"id":"pmh:oai:pure.atira.dk:publications/176fcbd3-aa12-492d-90d0-7df7fb09ad56","is_oa":true,"landing_page_url":"https://www.mdpi.com/2072-4292/11/1/39","pdf_url":null,"source":{"id":"https://openalex.org/S4306402462","display_name":"Edge Hill University Research Information Repository (Edge Hill University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165525304","host_organization_name":"Edge Hill University","host_organization_lineage":["https://openalex.org/I165525304"],"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":"Marston, C & Giraudoux, P 2018, 'On the Synergistic Use of Optical and SAR Time-Series Satellite Data for Small Mammal Disease Host Mapping', Remote Sensing, vol. 11, no. 1. https://doi.org/10.3390/rs11010039","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.edgehill.ac.uk:10957","is_oa":false,"landing_page_url":"http://repository.edgehill.ac.uk/10957/1/Marston%20and%20Giraudoux%202019.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922844","display_name":"Edge Hill University Research Archive","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3390/rs11010039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11010039","pdf_url":"https://www.mdpi.com/2072-4292/11/1/39/pdf?version=1545896570","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":0.49000000953674316,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1316844344","display_name":null,"funder_award_id":"ceh020015","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G5121389051","display_name":null,"funder_award_id":"094325/Z/10/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G7467333031","display_name":null,"funder_award_id":"ceh020015","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"}],"funders":[{"id":"https://openalex.org/F4320311694","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2907340719.pdf","grobid_xml":"https://content.openalex.org/works/W2907340719.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W93803122","https://openalex.org/W136159158","https://openalex.org/W214402824","https://openalex.org/W273955616","https://openalex.org/W1541729320","https://openalex.org/W1964641921","https://openalex.org/W1979633996","https://openalex.org/W1981755063","https://openalex.org/W1984379512","https://openalex.org/W1988195734","https://openalex.org/W1991837234","https://openalex.org/W1992073761","https://openalex.org/W1992317041","https://openalex.org/W1993237320","https://openalex.org/W2003562449","https://openalex.org/W2011863536","https://openalex.org/W2023578624","https://openalex.org/W2025986659","https://openalex.org/W2028094465","https://openalex.org/W2037045986","https://openalex.org/W2037254813","https://openalex.org/W2039672094","https://openalex.org/W2052506292","https://openalex.org/W2062204948","https://openalex.org/W2065359146","https://openalex.org/W2068063533","https://openalex.org/W2072093516","https://openalex.org/W2077114265","https://openalex.org/W2084413241","https://openalex.org/W2088586107","https://openalex.org/W2090772557","https://openalex.org/W2093206878","https://openalex.org/W2104103249","https://openalex.org/W2105788881","https://openalex.org/W2106809936","https://openalex.org/W2115769370","https://openalex.org/W2119833417","https://openalex.org/W2123975569","https://openalex.org/W2130487941","https://openalex.org/W2139086914","https://openalex.org/W2143481518","https://openalex.org/W2144145179","https://openalex.org/W2150175507","https://openalex.org/W2153781187","https://openalex.org/W2159007021","https://openalex.org/W2166736950","https://openalex.org/W2167046396","https://openalex.org/W2168770198","https://openalex.org/W2171265560","https://openalex.org/W2184413567","https://openalex.org/W2281846662","https://openalex.org/W2282484194","https://openalex.org/W2292747931","https://openalex.org/W2296297379","https://openalex.org/W2408876260","https://openalex.org/W2409169398","https://openalex.org/W2419622918","https://openalex.org/W2514863413","https://openalex.org/W2531059454","https://openalex.org/W2619577109","https://openalex.org/W2755803111","https://openalex.org/W2756395027","https://openalex.org/W2773197674","https://openalex.org/W2785736744","https://openalex.org/W2792431031","https://openalex.org/W2792676371","https://openalex.org/W2794243943","https://openalex.org/W2902256573","https://openalex.org/W2911964244","https://openalex.org/W3021520647","https://openalex.org/W4211173480","https://openalex.org/W4297823283","https://openalex.org/W4298369343","https://openalex.org/W4300984530","https://openalex.org/W4302142544","https://openalex.org/W4306146679","https://openalex.org/W6603850379","https://openalex.org/W6610017368","https://openalex.org/W6648399230","https://openalex.org/W6667596523","https://openalex.org/W6682687450","https://openalex.org/W6686457104","https://openalex.org/W6696291314","https://openalex.org/W6717201163","https://openalex.org/W6725813756","https://openalex.org/W6749639412"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W2972049582","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"(1)":[0],"Background:":[1],"Echinococcus":[2],"multilocularis":[3],"(Em),":[4],"a":[5,13,60],"highly":[6,61],"pathogenic":[7],"parasitic":[8],"tapeworm,":[9],"is":[10,30],"responsible":[11],"for":[12,141],"significant":[14,177],"burden":[15],"of":[16,43,64,70,127,157,169,198,204,208,229,251,264,280],"human":[17],"disease.":[18],"In":[19],"this":[20,239,272],"study,":[21],"optical":[22,259,282],"and":[23,52,90,94,164,184,187,192,194,211],"time-series":[24,86,95,165],"Synthetic":[25],"Aperture":[26],"Radar":[27],"(SAR)":[28],"data":[29,98],"used":[31],"synergistically":[32],"to":[33,108,155,225,234,249,254,277],"model":[34],"key":[35],"land":[36,71,111,133,244],"cover":[37,72,112,134,245],"characteristics":[38],"driving":[39],"the":[40,109,131,151,161,215,227,278],"spatial":[41],"distributions":[42,103],"two":[44],"small":[45],"mammal":[46,102],"intermediate":[47],"host":[48],"species,":[49],"Ellobius":[50],"tancrei":[51,182,210],"Microtus":[53],"gregalis,":[54],"which":[55,261],"facilitate":[56],"Em":[57],"transmission":[58,237],"in":[59,99,106,143,238,267],"endemic":[62],"area":[63],"Kyrgyzstan.":[65],"(2)":[66],"Methods:":[67],"A":[68,125],"series":[69],"maps":[73,135,246],"are":[74,104,136,247],"derived":[75,129,167,243],"from":[76,130,257],"(a)":[77],"single-date":[78,162,258],"Landsat":[79,92],"Operational":[80],"Land":[81],"Imager":[82],"(OLI)":[83],"imagery,":[84,260],"(b)":[85],"Sentinel-1":[87,96],"SAR":[88,97,166,242],"data,":[89],"(c)":[91],"OLI":[93,163],"combination.":[100],"Small":[101],"analyzed":[105],"relation":[107],"surrounding":[110],"class":[113],"coverage":[114],"using":[115],"random":[116,199],"forests,":[117],"before":[118],"being":[119],"applied":[120],"predictively":[121],"over":[122],"broader":[123,216],"areas.":[124,145],"comparison":[126],"models":[128,201],"three":[132],"made,":[137],"assessing":[138],"their":[139],"potential":[140],"use":[142],"cloud-prone":[144],"(3)":[146],"Results:":[147],"Classification":[148],"accuracies":[149],"demonstrated":[150],"combined":[152],"OLI-SAR":[153],"classification":[154],"be":[156,250],"highest":[158],"accuracy,":[159],"with":[160],"classifications":[168],"equivalent":[170,252],"quality.":[171],"Random":[172],"forest":[173,200],"analysis":[174],"identified":[175,202],"statistically":[176],"positive":[178],"relationships":[179],"between":[180,188],"E.":[181,209],"density":[183,191,207],"agricultural":[185],"land,":[186],"M.":[189,212],"gregalis":[190,213],"water":[193],"bushes.":[195],"Predictive":[196],"application":[197,263],"hotspots":[203],"high":[205],"relative":[206],"across":[214],"study":[217],"area.":[218,240],"(4)":[219],"Conclusions:":[220],"This":[221],"offers":[222],"valuable":[223],"information":[224],"improve":[226],"targeting":[228],"limited-resource":[230],"disease":[231,236],"control":[232],"activities":[233],"disrupt":[235],"Time-series":[241],"shown":[248],"quality":[253],"those":[255],"generated":[256],"enables":[262],"these":[265],"methods":[266],"cloud-affected":[268],"areas":[269],"where,":[270],"previously,":[271],"was":[273],"not":[274],"possible":[275],"due":[276],"sparsity":[279],"cloud-free":[281],"imagery.":[283]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2019-01-11T00:00:00"}