{"id":"https://openalex.org/W2163663580","doi":"https://doi.org/10.3390/rs5031274","title":"Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas","display_name":"Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas","publication_year":2013,"publication_date":"2013-03-12","ids":{"openalex":"https://openalex.org/W2163663580","doi":"https://doi.org/10.3390/rs5031274","mag":"2163663580"},"language":"en","primary_location":{"id":"doi:10.3390/rs5031274","doi":"https://doi.org/10.3390/rs5031274","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5031274","pdf_url":"https://www.mdpi.com/2072-4292/5/3/1274/pdf?version=1403131888","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","is_traditional":true,"indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/5/3/1274/pdf?version=1403131888","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067699254","display_name":"Francesco Vuolo","orcid":"https://orcid.org/0000-0002-4823-1700","observed_orcids":["https://orcid.org/0000-0002-4823-1700"]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Francesco Vuolo","raw_affiliation_strings":["Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","University of Natural Resources and Life Sciences, Vienna"],"raw_orcid":"https://orcid.org/0000-0002-4823-1700","affiliations":[{"raw_affiliation_string":"Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]},{"raw_affiliation_string":"University of Natural Resources and Life Sciences, Vienna","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045539418","display_name":"Nikolaus Neugebauer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Nikolaus Neugebauer","raw_affiliation_strings":["Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055632579","display_name":"Salvatore Falanga Bolognesi","orcid":"https://orcid.org/0000-0003-0134-2574","observed_orcids":["https://orcid.org/0000-0003-0134-2574"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salvatore Bolognesi","raw_affiliation_strings":["Ariespace s.r.l., Centro Direzionale Is. A3, I-80143 Napoli, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0134-2574","affiliations":[{"raw_affiliation_string":"Ariespace s.r.l., Centro Direzionale Is. A3, I-80143 Napoli, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014728233","display_name":"Clement Atzberger","orcid":"https://orcid.org/0000-0003-2169-8009","observed_orcids":["https://orcid.org/0000-0003-2169-8009"]},"institutions":[{"id":"https://openalex.org/I92869138","display_name":"BOKU University","ror":"https://ror.org/057ff4y42","country_code":"AT","type":"education","lineage":["https://openalex.org/I92869138"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Clement Atzberger","raw_affiliation_strings":["Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2169-8009","affiliations":[{"raw_affiliation_string":"Institute of Surveying, Remote Sensing and Land Information (IVFL), University of Natural Resources and Life Sciences (BOKU), Peter Jordan Str. 82, A-1190 Vienna, Austria","institution_ids":["https://openalex.org/I92869138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079594926","display_name":"Guido D\u2019Urso","orcid":"https://orcid.org/0000-0002-0251-4668","observed_orcids":["https://orcid.org/0000-0002-0251-4668"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido D'Urso","raw_affiliation_strings":["Department of Agricultural Engineering and Agronomy, University of Naples Federico II, Via Universit\u00e0 100, I-80055 Portici, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0251-4668","affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering and Agronomy, University of Naples Federico II, Via Universit\u00e0 100, I-80055 Portici, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067699254"],"corresponding_institution_ids":["https://openalex.org/I92869138"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":5.7023,"has_fulltext":true,"cited_by_count":71,"citation_normalized_percentile":{"value":0.96309324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"5","issue":"3","first_page":"1274","last_page":"1291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"leaf area index","score":0.8560000061988831},{"id":"https://openalex.org/keywords/model-transferability","display_name":"model transferability","score":0.8610000014305115},{"id":"https://openalex.org/keywords/multitemporal-satellite-imagery","display_name":"multi-temporal satellite imagery","score":0.6880000233650208},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.6710000038146973},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8389999866485596},{"id":"https://openalex.org/keywords/crop-canopy-reflectance","display_name":"crop canopy reflectance","score":0.628000020980835},{"id":"https://openalex.org/keywords/southern-italy","display_name":"Southern Italy","score":0.7120000123977661},{"id":"https://openalex.org/keywords/eastern-austria","display_name":"East Austria","score":0.9860000014305115}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6893750429153442},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.6427682638168335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.500417947769165},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.490073561668396},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.46366503834724426},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44882848858833313},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.41276708245277405},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.41009560227394104},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3565250039100647},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2393396496772766},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16829544305801392},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs5031274","doi":"https://doi.org/10.3390/rs5031274","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5031274","pdf_url":"https://www.mdpi.com/2072-4292/5/3/1274/pdf?version=1403131888","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:CiteSeerX.psu:10.1.1.594.1898","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.594.1898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mdpi.com/2072-4292/5/3/1274/pdf/","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:d2599ad9337846e1a75a54e7b85efd79","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d2599ad9337846e1a75a54e7b85efd79","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 5, Iss 3, Pp 1274-1291 (2013)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:60522","doi":null,"is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/60522","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.60522","doi":"https://doi.org/10.5281/zenodo.60522","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.60522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"}],"best_oa_location":{"id":"doi:10.3390/rs5031274","doi":"https://doi.org/10.3390/rs5031274","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5031274","pdf_url":"https://www.mdpi.com/2072-4292/5/3/1274/pdf?version=1403131888","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":"Zero hunger","score":0.5666999816894531,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2163663580.pdf","grobid_xml":"https://content.openalex.org/works/W2163663580.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W196321102","https://openalex.org/W273955616","https://openalex.org/W1496317909","https://openalex.org/W1548281668","https://openalex.org/W1562425917","https://openalex.org/W1964357740","https://openalex.org/W1971429204","https://openalex.org/W1990361669","https://openalex.org/W1994423855","https://openalex.org/W1998102034","https://openalex.org/W1998776407","https://openalex.org/W2002339318","https://openalex.org/W2005093197","https://openalex.org/W2007342648","https://openalex.org/W2008190217","https://openalex.org/W2012086085","https://openalex.org/W2026307199","https://openalex.org/W2027694964","https://openalex.org/W2029354494","https://openalex.org/W2034650341","https://openalex.org/W2035196702","https://openalex.org/W2053801352","https://openalex.org/W2054826427","https://openalex.org/W2063078821","https://openalex.org/W2065813333","https://openalex.org/W2068950740","https://openalex.org/W2074932800","https://openalex.org/W2082590958","https://openalex.org/W2084546104","https://openalex.org/W2094420085","https://openalex.org/W2094473727","https://openalex.org/W2103626949","https://openalex.org/W2105770001","https://openalex.org/W2114535331","https://openalex.org/W2115713950","https://openalex.org/W2116635928","https://openalex.org/W2117884339","https://openalex.org/W2118955589","https://openalex.org/W2123737232","https://openalex.org/W2132077228","https://openalex.org/W2136302747","https://openalex.org/W2137987480","https://openalex.org/W2156909104","https://openalex.org/W2167556755","https://openalex.org/W2167594433","https://openalex.org/W2167801938","https://openalex.org/W2170357701","https://openalex.org/W2170493276","https://openalex.org/W2506799294","https://openalex.org/W2625023679","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W7101188294","https://openalex.org/W7009540423","https://openalex.org/W3143518095","https://openalex.org/W4220866888","https://openalex.org/W2620171529","https://openalex.org/W1974954332","https://openalex.org/W2053314165","https://openalex.org/W3137493877","https://openalex.org/W2032862148","https://openalex.org/W2742908327"],"abstract_inverted_index":{"This":[0],"work":[1],"evaluates":[2],"different":[3],"procedures":[4],"for":[5,167,179,190,253,279,283],"the":[6,40,100,117,126,131,138,160,164,191,201,204,210,245,250,262],"application":[7],"of":[8,15,28,63,80,140,173,177,184,188,203,264],"a":[9,78,109,171,182],"semi-empirical":[10],"model":[11,207,252],"to":[12,98,107,124,129,228,249,277],"derive":[13],"time-series":[14],"Leaf":[16],"Area":[17],"Index":[18,104],"(LAI)":[19],"maps":[20],"in":[21,48,90,170,218,261,274],"operation":[22],"frameworks.":[23],"For":[24],"demonstration,":[25],"multi-temporal":[26,57],"observations":[27],"DEIMOS-1":[29],"satellite":[30],"sensor":[31],"data":[32],"were":[33,37,70,122],"used.":[34],"The":[35,86,154],"datasets":[36],"acquired":[38],"during":[39],"2012":[41],"growing":[42],"season":[43],"over":[44,77],"two":[45,211,224],"agricultural":[46],"regions":[47],"Southern":[49],"Italy":[50,180],"and":[51,55,66,83,92,106,113,128,137,145,175,181,186,238,281],"Eastern":[52],"Austria":[53],"(eight":[54],"five":[56],"acquisitions,":[58],"respectively).":[59],"Contemporaneous":[60],"field":[61],"estimates":[62],"LAI":[64,81,112,230],"(74":[65],"55":[67],"measurements,":[68],"respectively)":[69],"collected":[71],"using":[72],"an":[73,272],"indirect":[74],"method":[75],"(LAI-2000)":[76],"range":[79],"values":[82],"crop":[84],"types.":[85],"atmospherically":[87],"corrected":[88],"reflectance":[89],"red":[91],"near-infrared":[93],"spectral":[94],"bands":[95],"was":[96,247],"used":[97,123],"calculate":[99,130],"Weighted":[101],"Difference":[102],"Vegetation":[103],"(WDVI)":[105],"establish":[108],"relationship":[110],"between":[111,143,209,268],"WDVI":[114],"based":[115,231],"on":[116],"CLAIR":[118,206,251],"model.":[119],"Bootstrapping":[120],"approaches":[121],"validate":[125],"models":[127],"Root":[132],"Mean":[133],"Square":[134],"Error":[135],"(RMSE)":[136],"coefficient":[139],"determination":[141],"(R2)":[142],"measured":[144],"predicted":[146],"LAI,":[147],"as":[148,150],"well":[149],"corresponding":[151],"confidence":[152],"intervals.":[153],"most":[155],"suitable":[156],"approach,":[157],"which":[158],"at":[159],"same":[161],"time":[162],"had":[163],"minimum":[165],"requirements":[166],"fieldwork,":[168],"resulted":[169],"RMSE":[172,183,275],"0.407":[174],"R2":[176,187],"0.88":[178],"0.86":[185],"0.64":[189],"Austrian":[192],"test":[193,212,255,269],"site.":[194],"Considering":[195],"this":[196],"procedure,":[197],"we":[198,222,257],"also":[199],"evaluated":[200],"transferability":[202,263],"local":[205],"parameters":[208],"sites":[213,270],"observing":[214],"no":[215],"significant":[216],"decrease":[217],"estimation":[219],"accuracies.":[220],"Additionally,":[221],"investigated":[223],"other":[225],"statistical":[226,266],"methods":[227,267],"estimate":[229],"on:":[232],"(a)":[233],"Support":[234],"Vector":[235],"Machine":[236],"(SVM)":[237],"(b)":[239],"Random":[240],"Forest":[241],"(RF)":[242],"regressions.":[243],"Though":[244],"accuracy":[246],"comparable":[248],"each":[254],"site,":[256],"observed":[258],"severe":[259],"limitations":[260],"these":[265],"with":[271],"increase":[273],"up":[276],"24.5%":[278],"RF":[280],"38.9%":[282],"SVM.":[284]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}