{"id":"https://openalex.org/W2058781237","doi":"https://doi.org/10.3390/rs3112364","title":"Fusion of High Resolution Aerial Multispectral and LiDAR Data: Land Cover in the Context of Urban Mosquito Habitat","display_name":"Fusion of High Resolution Aerial Multispectral and LiDAR Data: Land Cover in the Context of Urban Mosquito Habitat","publication_year":2011,"publication_date":"2011-11-07","ids":{"openalex":"https://openalex.org/W2058781237","doi":"https://doi.org/10.3390/rs3112364","mag":"2058781237"},"language":"en","primary_location":{"id":"doi:10.3390/rs3112364","doi":"https://doi.org/10.3390/rs3112364","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs3112364","pdf_url":"https://www.mdpi.com/2072-4292/3/11/2364/pdf?version=1403129359","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/3/11/2364/pdf?version=1403129359","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046298752","display_name":"Kyle A. Hartfield","orcid":"https://orcid.org/0000-0001-6782-0589","observed_orcids":["https://orcid.org/0000-0001-6782-0589"]},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle A. Hartfield","raw_affiliation_strings":["Office of Arid Lands Studies, School of Natural Resources and the Environment, Arizona Remote Sensing Center, 1955 E. Sixth Street, The University of Arizona, Tucson, AZ 85721, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Arid Lands Studies, School of Natural Resources and the Environment, Arizona Remote Sensing Center, 1955 E. Sixth Street, The University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010083519","display_name":"Katheryn I. Landau","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katheryn I. Landau","raw_affiliation_strings":["School of Geography and Development, The University of Arizona, Tucson, AZ 85721, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Development, The University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026716433","display_name":"Willem van Leeuwen","orcid":"https://orcid.org/0000-0002-3188-7172","observed_orcids":["https://orcid.org/0000-0002-3188-7172"]},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Willem J. D. van Leeuwen","raw_affiliation_strings":["Office of Arid Lands Studies, School of Natural Resources and the Environment, Arizona Remote Sensing Center, 1955 E. Sixth Street, The University of Arizona, Tucson, AZ 85721, USA","School of Geography and Development, The University of Arizona, Tucson, AZ 85721, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Arid Lands Studies, School of Natural Resources and the Environment, Arizona Remote Sensing Center, 1955 E. Sixth Street, The University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"School of Geography and Development, The University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026716433"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":13.5176,"has_fulltext":true,"cited_by_count":106,"citation_normalized_percentile":{"value":0.98304007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"3","issue":"11","first_page":"2364","last_page":"2383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.6503999829292297,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.6503999829292297,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.21130000054836273,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.05119999870657921,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/urban-land-cover-classification","display_name":"urban land cover classification","score":0.9150000214576721},{"id":"https://openalex.org/keywords/mosquito-habitat","display_name":"mosquito habitat","score":0.8050000071525574},{"id":"https://openalex.org/keywords/lidar","display_name":"LiDAR","score":0.7149999737739563},{"id":"https://openalex.org/keywords/multispectral-imagery","display_name":"multispectral imagery","score":0.847000002861023},{"id":"https://openalex.org/keywords/data-fusion","display_name":"data fusion","score":0.7099999785423279},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"NDVI","score":0.8510000109672546},{"id":"https://openalex.org/keywords/impervious-surfaces","display_name":"impervious surfaces","score":0.7580000162124634},{"id":"https://openalex.org/keywords/permeable-surface","display_name":"permeable surface","score":0.8980000019073486},{"id":"https://openalex.org/keywords/urban-microclimate","display_name":"urban microclimate","score":0.7429999709129333},{"id":"https://openalex.org/keywords/mosquito-vectors","display_name":"mosquito vectors","score":0.9490000009536743},{"id":"https://openalex.org/keywords/tucson-arizona","display_name":"Tucson, Arizona","score":0.7990000247955322}],"concepts":[{"id":"https://openalex.org/C2668921","wikidata":"https://www.wikidata.org/wiki/Q1434713","display_name":"Impervious surface","level":2,"score":0.7615369558334351},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6982386112213135},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.6967753767967224},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.6469147205352783},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6273282170295715},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5741714239120483},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.558355450630188},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5153612494468689},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46951812505722046},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.44719740748405457},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.44685912132263184},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3244818150997162},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2137819528579712},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.11284005641937256},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs3112364","doi":"https://doi.org/10.3390/rs3112364","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs3112364","pdf_url":"https://www.mdpi.com/2072-4292/3/11/2364/pdf?version=1403129359","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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:5e5c697c14e54224abea035f0a512244","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/5e5c697c14e54224abea035f0a512244","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,"listed_in":[],"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 3, Iss 11, Pp 2364-2383 (2011)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs3112364","doi":"https://doi.org/10.3390/rs3112364","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs3112364","pdf_url":"https://www.mdpi.com/2072-4292/3/11/2364/pdf?version=1403129359","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":[{"display_name":"Sustainable cities and communities","score":0.9333000183105469,"id":"https://metadata.un.org/sdg/11"}],"sustainable_development_goals_aurora":[{"display_name":"Sustainable cities and communities","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5148854217","display_name":"ULTRA-Ex:  Ecological Hazards in Southwestern Metropolises:  The Case of Mosquito Disease Vectors","funder_award_id":"0948334","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2058781237.pdf","grobid_xml":"https://content.openalex.org/works/W2058781237.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1616819424","https://openalex.org/W1889522613","https://openalex.org/W1978120937","https://openalex.org/W2010221273","https://openalex.org/W2016428929","https://openalex.org/W2019545415","https://openalex.org/W2021223270","https://openalex.org/W2028413465","https://openalex.org/W2033465833","https://openalex.org/W2034385314","https://openalex.org/W2049827513","https://openalex.org/W2050830693","https://openalex.org/W2053154970","https://openalex.org/W2062725567","https://openalex.org/W2063623478","https://openalex.org/W2073755771","https://openalex.org/W2084413241","https://openalex.org/W2085053798","https://openalex.org/W2092120745","https://openalex.org/W2100083157","https://openalex.org/W2122318831","https://openalex.org/W2123625879","https://openalex.org/W2138973222","https://openalex.org/W2148645123","https://openalex.org/W2149538818","https://openalex.org/W2273297058"],"related_works":["https://openalex.org/W2807099899","https://openalex.org/W2898460625","https://openalex.org/W4206184407","https://openalex.org/W3014180785","https://openalex.org/W2898901454","https://openalex.org/W2981363663","https://openalex.org/W1587920388","https://openalex.org/W3107624355","https://openalex.org/W2029597490","https://openalex.org/W1560519370"],"abstract_inverted_index":{"Remotely":[0],"sensed":[1,36],"multi-spectral":[2],"and":[3,13,19,40,44,52,57,66,70,99,102,119,122,132,181],"-spatial":[4],"data":[5,39,138,156,185],"facilitates":[6],"the":[7,23,31,68,73,86,133,140,176],"study":[8,28],"of":[9,33,72,88,129,151,154,170],"mosquito-borne":[10],"disease":[11],"vectors":[12],"their":[14],"response":[15],"to":[16,48,64,158,186],"land":[17,50,53,76,93,144,161],"use":[18,51,128],"cover":[20,54,77,94,145,162],"composition":[21,180],"in":[22],"urban":[24,75,80,143,171],"environment.":[25],"In":[26],"this":[27],"we":[29],"assess":[30],"feasibility":[32],"integrating":[34],"remotely":[35],"multispectral":[37,131],"reflectance":[38],"LiDAR":[41],"(Light":[42],"Detection":[43],"Ranging)-derived":[45],"height":[46],"information":[47],"improve":[49],"classification.":[55],"Classification":[56],"Regression":[58],"Tree":[59],"(CART)":[60],"analyses":[61],"were":[62,83],"used":[63],"compare":[65],"contrast":[67],"enhancements":[69],"accuracy":[71],"multi-sensor":[74,155],"classifications.":[78],"Eight":[79],"land-cover":[81],"classes":[82,95],"developed":[84],"for":[85,167],"city":[87],"Tucson,":[89],"Arizona,":[90],"USA.":[91],"These":[92],"focus":[96],"on":[97],"pervious":[98],"impervious":[100],"surfaces":[101],"microclimate":[103],"landscape":[104],"attributes":[105],"that":[106,126,164],"impact":[107],"mosquito":[108,183],"habitat":[109],"such":[110,173],"as":[111,174],"water":[112],"ponds,":[113],"residential":[114],"structures,":[115],"irrigated":[116],"lawns,":[117],"shrubs":[118],"trees,":[120],"shade,":[121],"humidity.":[123],"Results":[124],"show":[125],"synergistic":[127],"LiDAR,":[130],"Normalized":[134],"Difference":[135],"Vegetation":[136],"Index":[137],"produced":[139],"most":[141],"accurate":[142],"classification":[146],"with":[147],"a":[148,159,168],"Kappa":[149],"value":[150],"0.88.":[152],"Fusion":[153],"leads":[157],"better":[160],"product":[163],"is":[165],"suitable":[166],"variety":[169],"applications":[172],"exploring":[175],"relationship":[177],"between":[178],"neighborhood":[179],"adult":[182],"abundance":[184],"inform":[187],"public":[188],"health":[189],"issues.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
