{"id":"https://openalex.org/W2978864577","doi":"https://doi.org/10.3390/rs11192305","title":"Trends in Remote Sensing Accuracy Assessment Approaches in the Context of Natural Resources","display_name":"Trends in Remote Sensing Accuracy Assessment Approaches in the Context of Natural Resources","publication_year":2019,"publication_date":"2019-10-03","ids":{"openalex":"https://openalex.org/W2978864577","doi":"https://doi.org/10.3390/rs11192305","mag":"2978864577"},"language":"en","primary_location":{"id":"doi:10.3390/rs11192305","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11192305","pdf_url":"https://www.mdpi.com/2072-4292/11/19/2305/pdf?version=1570532403","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/2072-4292/11/19/2305/pdf?version=1570532403","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051244152","display_name":"Luc\u00eda Morales\u2010Barquero","orcid":"https://orcid.org/0000-0001-5151-4739"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210131448","display_name":"Queensland Department of Environment and Science","ror":"https://ror.org/02wtcj248","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801244131","https://openalex.org/I4210131448"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lucia Morales-Barquero","raw_affiliation_strings":["Department of Environment and Science, 41 Boggo Rd, Dutton Park QLD 4102, Australia","Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Environment and Science, 41 Boggo Rd, Dutton Park QLD 4102, Australia","institution_ids":["https://openalex.org/I4210131448"]},{"raw_affiliation_string":"Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086938444","display_name":"Mitchell Lyons","orcid":"https://orcid.org/0000-0003-3960-3522"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210166020","display_name":"Ecosystem Sciences","ror":"https://ror.org/05mbqa235","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210166020","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mitchell Lyons","raw_affiliation_strings":["Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, UNSW Australia, Sydney, NSW 2052, Australia","Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, UNSW Australia, Sydney, NSW 2052, Australia","institution_ids":["https://openalex.org/I4210166020"]},{"raw_affiliation_string":"Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004573971","display_name":"Stuart Phinn","orcid":"https://orcid.org/0000-0002-2605-6104"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuart Phinn","raw_affiliation_strings":["Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Joint Remote Sensing Research Program, School of Environment and Earth Sciences, University of Queensland, Brisbane QLD 4067, Australia","institution_ids":["https://openalex.org/I165143802"]},{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054838793","display_name":"Chris Roelfsema","orcid":"https://orcid.org/0000-0003-0182-1356"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chris Roelfsema","raw_affiliation_strings":["Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Research Centre, School of Earth and Environmental Sciences, University of Queensland, Brisbane QLD 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051244152"],"corresponding_institution_ids":["https://openalex.org/I165143802","https://openalex.org/I4210131448"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":8.6638,"has_fulltext":true,"cited_by_count":114,"citation_normalized_percentile":{"value":0.98215946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"11","issue":"19","first_page":"2305","last_page":"2305"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6761882305145264},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5354474186897278},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5157618522644043},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4996166229248047},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4764326214790344},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46027112007141113},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42473235726356506},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41208648681640625},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3828798234462738},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.23560768365859985},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18151628971099854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6761882305145264},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5354474186897278},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5157618522644043},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4996166229248047},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4764326214790344},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46027112007141113},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42473235726356506},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41208648681640625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3828798234462738},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.23560768365859985},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18151628971099854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11192305","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11192305","pdf_url":"https://www.mdpi.com/2072-4292/11/19/2305/pdf?version=1570532403","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:ec7e41b753ab4caea28d72ad154a5863","is_oa":true,"landing_page_url":"https://doaj.org/article/ec7e41b753ab4caea28d72ad154a5863","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 19, p 2305 (2019)","raw_type":"article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:86631d7","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/19/2305/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11192305","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 11; Issue 19; Pages: 2305","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11192305","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11192305","pdf_url":"https://www.mdpi.com/2072-4292/11/19/2305/pdf?version=1570532403","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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G5826244614","display_name":null,"funder_award_id":"Linkage grant number (LP150100972)","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2978864577.pdf","grobid_xml":"https://content.openalex.org/works/W2978864577.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W564405294","https://openalex.org/W1565635109","https://openalex.org/W1828216492","https://openalex.org/W1974168037","https://openalex.org/W1977345771","https://openalex.org/W1995458675","https://openalex.org/W1997005542","https://openalex.org/W1997647946","https://openalex.org/W2001747857","https://openalex.org/W2006214152","https://openalex.org/W2010430502","https://openalex.org/W2011500029","https://openalex.org/W2012797269","https://openalex.org/W2030025097","https://openalex.org/W2035222601","https://openalex.org/W2035636738","https://openalex.org/W2040667072","https://openalex.org/W2054512836","https://openalex.org/W2059582521","https://openalex.org/W2065040528","https://openalex.org/W2069099149","https://openalex.org/W2081694572","https://openalex.org/W2086800959","https://openalex.org/W2087670708","https://openalex.org/W2104896032","https://openalex.org/W2114475797","https://openalex.org/W2114828048","https://openalex.org/W2125401957","https://openalex.org/W2130121312","https://openalex.org/W2132099602","https://openalex.org/W2137155271","https://openalex.org/W2138973222","https://openalex.org/W2141881345","https://openalex.org/W2147983992","https://openalex.org/W2149641062","https://openalex.org/W2150012552","https://openalex.org/W2150517761","https://openalex.org/W2168809519","https://openalex.org/W2190370354","https://openalex.org/W2283002322","https://openalex.org/W2289111842","https://openalex.org/W2307094448","https://openalex.org/W2308013991","https://openalex.org/W2322750819","https://openalex.org/W2512402865","https://openalex.org/W2517938384","https://openalex.org/W2539651710","https://openalex.org/W2580696810","https://openalex.org/W2648242067","https://openalex.org/W2753119057","https://openalex.org/W2763734094","https://openalex.org/W2790063226","https://openalex.org/W2793690480","https://openalex.org/W2801774111","https://openalex.org/W2884200281","https://openalex.org/W2896058224","https://openalex.org/W2907969535","https://openalex.org/W2945503248","https://openalex.org/W2953011380","https://openalex.org/W4245539475","https://openalex.org/W6643812272","https://openalex.org/W6677053476"],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W1932132538","https://openalex.org/W2357832196","https://openalex.org/W1566252468","https://openalex.org/W1537861260"],"abstract_inverted_index":{"The":[0,19,206],"utility":[1],"of":[2,23,30,52,104,165,176,186,208,219,241,247,267,276,283,315],"land":[3,136,344],"cover":[4,139,347],"maps":[5],"for":[6,48,101,117,135,230],"natural":[7],"resources":[8],"management":[9],"relies":[10],"on":[11,113,173,223],"knowing":[12],"the":[13,27,50,71,88,147,187,220,242,248,250,274,277,304,316],"uncertainty":[14],"associated":[15],"with":[16,203],"each":[17],"map.":[18],"continuous":[20],"advances":[21],"typical":[22],"remote":[24,120,148],"sensing,":[25],"including":[26],"increasing":[28],"availability":[29],"higher":[31],"spatial":[32],"and":[33,38,46,80,85,127,137,151,168,170,194,269,311,319,331,342,345],"temporal":[34],"resolution":[35],"satellite":[36],"data":[37,39],"analysis":[40],"capabilities,":[41],"have":[42,66,82],"created":[43],"both":[44,125],"opportunities":[45],"challenges":[47],"improving":[49],"application":[51],"accuracy":[53,59,81,114,179,202,287,336],"assessment.":[54],"There":[55],"are":[56],"well":[57],"established":[58],"assessment":[60,115,288,337],"methods,":[61,123],"but":[62],"their":[63,177],"underlying":[64],"assumptions":[65],"not":[67,255],"changed":[68],"much":[69],"in":[70,124,217,239],"last":[72,89],"couple":[73],"decades.":[74],"Consequently,":[75],"revisiting":[76],"how":[77],"map":[78],"error":[79,192,309],"been":[83],"performed":[84,131],"reported":[86,178,200,216],"over":[87],"two":[90],"decades":[91],"is":[92,99],"timely,":[93],"to":[94,144,211,302,329,339],"highlight":[95],"areas":[96],"where":[97],"there":[98],"scope":[100],"better":[102],"utilization":[103],"emerging":[105],"opportunities.":[106],"We":[107,130,181],"conducted":[108],"a":[109,132,163,195,235,298,307],"quantitative":[110],"literature":[111,221],"review":[112],"practices":[116,338],"mapping":[118],"via":[119],"sensing":[121,149],"classification":[122,263],"terrestrial":[126],"marine":[128],"environments.":[129],"structured":[133],"search":[134,143],"benthic":[138,346],"mapping,":[140],"limiting":[141],"our":[142],"journals":[145],"within":[146],"field,":[150],"papers":[152,188,284],"published":[153,222],"between":[154,262],"1998\u20132017.":[155],"After":[156],"an":[157,191,286],"initial":[158],"screening":[159],"process,":[160],"we":[161],"assembled":[162],"database":[164],"282":[166],"papers,":[167],"extracted":[169],"standardized":[171],"information":[172],"various":[174],"components":[175],"assessments.":[180],"discovered":[182],"that":[183,289,294,325],"only":[184,281],"56%":[185],"explicitly":[189],"included":[190,285,297],"matrix,":[193,310],"very":[196],"limited":[197],"number":[198,266],"(14%)":[199],"overall":[201],"confidence":[204],"intervals.":[205],"use":[207],"kappa":[209],"continues":[210],"be":[212,256,291],"standard":[213],"practice,":[214],"being":[215],"50.4%":[218],"or":[224],"after":[225],"2012.":[226],"Reference":[227],"datasets":[228,318],"used":[229,253],"validation":[231],"were":[232],"collected":[233],"using":[234],"probability":[236],"sampling":[237,251,300,320],"design":[238,252],"54%":[240],"papers.":[243],"For":[244],"approximately":[245],"11%":[246],"studies,":[249],"could":[254,290],"determined.":[257],"No":[258],"association":[259],"was":[260],"found":[261],"complexity":[264],"(i.e.":[265],"classes)":[268],"measured":[270],"accuracy,":[271],"independent":[272],"from":[273],"size":[275],"study":[278],"area.":[279],"Overall,":[280],"32%":[282],"considered":[292],"reproducible;":[293],"is,":[295],"they":[296],"probability-based":[299],"scheme":[301],"collect":[303],"reference":[305,317],"dataset,":[306],"complete":[308],"provided":[312],"sufficient":[313],"characterization":[314],"unit.":[321],"Our":[322],"findings":[323],"indicate":[324],"considerable":[326],"work":[327],"remains":[328],"identify":[330],"adopt":[332],"more":[333],"statistically":[334],"rigorous":[335],"achieve":[340],"transparent":[341],"comparable":[343],"maps.":[348]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":12},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
