{"id":"https://openalex.org/W4294251820","doi":"https://doi.org/10.3390/rs14174304","title":"Context for Reproducibility and Replicability in Geospatial Unmanned Aircraft Systems","display_name":"Context for Reproducibility and Replicability in Geospatial Unmanned Aircraft Systems","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4294251820","doi":"https://doi.org/10.3390/rs14174304"},"language":"en","primary_location":{"id":"doi:10.3390/rs14174304","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174304","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4304/pdf?version=1662013362","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/2072-4292/14/17/4304/pdf?version=1662013362","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032404153","display_name":"Cassandra Howe","orcid":"https://orcid.org/0000-0002-0675-3877"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cassandra Howe","raw_affiliation_strings":["Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009290470","display_name":"Jason A. Tullis","orcid":"https://orcid.org/0000-0002-1134-4373"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason A. Tullis","raw_affiliation_strings":["Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032404153"],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.552,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72017431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"17","first_page":"4304","last_page":"4304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9524000287055969,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.8493540287017822},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7940804362297058},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7217219471931458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340752243995667},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6065660119056702},{"id":"https://openalex.org/keywords/geospatial-metadata","display_name":"Geospatial metadata","score":0.58725905418396},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.568153977394104},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5197312831878662},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.4717610478401184},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4134179651737213},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3245415985584259},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32329875230789185},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19117692112922668},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1726776659488678},{"id":"https://openalex.org/keywords/meta-data-services","display_name":"Meta Data Services","score":0.09031158685684204}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8493540287017822},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7940804362297058},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7217219471931458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340752243995667},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6065660119056702},{"id":"https://openalex.org/C193150823","wikidata":"https://www.wikidata.org/wiki/Q1477538","display_name":"Geospatial metadata","level":5,"score":0.58725905418396},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.568153977394104},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5197312831878662},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.4717610478401184},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4134179651737213},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3245415985584259},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32329875230789185},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19117692112922668},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1726776659488678},{"id":"https://openalex.org/C136976847","wikidata":"https://www.wikidata.org/wiki/Q6822297","display_name":"Meta Data Services","level":4,"score":0.09031158685684204},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C153048206","wikidata":"https://www.wikidata.org/wiki/Q3454922","display_name":"Metadata repository","level":3,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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":4,"locations":[{"id":"doi:10.3390/rs14174304","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174304","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4304/pdf?version=1662013362","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:1a80d6f85e59471b81e0af331d5c99c0","is_oa":true,"landing_page_url":"https://doaj.org/article/1a80d6f85e59471b81e0af331d5c99c0","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 17, p 4304 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/17/4304/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14174304","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:scholarworks.uark.edu:geospub-1023","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/geospub/24","pdf_url":null,"source":{"id":"https://openalex.org/S2764830181","display_name":"Journal of the Arkansas Academy of Science","issn_l":"2326-0491","issn":["2326-0491","2326-0505"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320103","host_organization_name":"Arkansas Academy of Science","host_organization_lineage":["https://openalex.org/P4310320103"],"host_organization_lineage_names":["Arkansas Academy of Science"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geosciences Faculty Publications and Presentations","raw_type":"text"}],"best_oa_location":{"id":"doi:10.3390/rs14174304","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14174304","pdf_url":"https://www.mdpi.com/2072-4292/14/17/4304/pdf?version=1662013362","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/9","score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294251820.pdf","grobid_xml":"https://content.openalex.org/works/W4294251820.grobid-xml"},"referenced_works_count":94,"referenced_works":["https://openalex.org/W324639438","https://openalex.org/W1565797924","https://openalex.org/W1825120118","https://openalex.org/W1966517122","https://openalex.org/W1983818779","https://openalex.org/W1990212529","https://openalex.org/W1990332391","https://openalex.org/W1998943389","https://openalex.org/W2019549520","https://openalex.org/W2024315795","https://openalex.org/W2048454679","https://openalex.org/W2057954853","https://openalex.org/W2077637253","https://openalex.org/W2093124570","https://openalex.org/W2106278407","https://openalex.org/W2159316881","https://openalex.org/W2162842531","https://openalex.org/W2225235391","https://openalex.org/W2274039986","https://openalex.org/W2288962623","https://openalex.org/W2298261490","https://openalex.org/W2406493898","https://openalex.org/W2413512417","https://openalex.org/W2470548359","https://openalex.org/W2490245636","https://openalex.org/W2496371950","https://openalex.org/W2555929847","https://openalex.org/W2570760970","https://openalex.org/W2574537218","https://openalex.org/W2591549884","https://openalex.org/W2592745428","https://openalex.org/W2596553139","https://openalex.org/W2598225981","https://openalex.org/W2598946303","https://openalex.org/W2611061328","https://openalex.org/W2613181196","https://openalex.org/W2735135918","https://openalex.org/W2743056029","https://openalex.org/W2752952151","https://openalex.org/W2763518194","https://openalex.org/W2765366036","https://openalex.org/W2774717770","https://openalex.org/W2789816182","https://openalex.org/W2790289162","https://openalex.org/W2790858109","https://openalex.org/W2843415492","https://openalex.org/W2885069969","https://openalex.org/W2887154390","https://openalex.org/W2889637331","https://openalex.org/W2902721117","https://openalex.org/W2950604226","https://openalex.org/W2954746794","https://openalex.org/W2969790276","https://openalex.org/W2970776477","https://openalex.org/W2971255750","https://openalex.org/W2977262988","https://openalex.org/W2984201488","https://openalex.org/W2984995079","https://openalex.org/W2993437895","https://openalex.org/W2996945294","https://openalex.org/W2999292335","https://openalex.org/W3012142208","https://openalex.org/W3012527955","https://openalex.org/W3012838233","https://openalex.org/W3021841073","https://openalex.org/W3022231621","https://openalex.org/W3039253852","https://openalex.org/W3077668761","https://openalex.org/W3080309540","https://openalex.org/W3092696198","https://openalex.org/W3094386498","https://openalex.org/W3094559413","https://openalex.org/W3105372924","https://openalex.org/W3105663512","https://openalex.org/W3107080783","https://openalex.org/W3108636382","https://openalex.org/W3115077851","https://openalex.org/W3150615185","https://openalex.org/W3160193765","https://openalex.org/W3184521599","https://openalex.org/W3193505728","https://openalex.org/W4200310886","https://openalex.org/W4220901028","https://openalex.org/W4247320707","https://openalex.org/W4252803189","https://openalex.org/W6732468263","https://openalex.org/W6773678227","https://openalex.org/W6784112789","https://openalex.org/W6784778601","https://openalex.org/W6784841892","https://openalex.org/W6785788711","https://openalex.org/W6786379313","https://openalex.org/W6798849056","https://openalex.org/W7070875028"],"related_works":["https://openalex.org/W2357597986","https://openalex.org/W2186485458","https://openalex.org/W2390300598","https://openalex.org/W2083932745","https://openalex.org/W2389827836","https://openalex.org/W2094925095","https://openalex.org/W2089680777","https://openalex.org/W37196292","https://openalex.org/W2368107790","https://openalex.org/W1163571300"],"abstract_inverted_index":{"Multiple":[0],"scientific":[1],"disciplines":[2],"face":[3],"a":[4,83],"so-called":[5],"crisis":[6],"of":[7,16,114,136,143,151,181,187,233],"reproducibility":[8],"and":[9,41,92,126,138,146,154,178,189,212,228,239],"replicability":[10],"(R&R)":[11],"in":[12,29,67,71,98,123,162],"which":[13],"the":[14,112,179],"validity":[15],"methodologies":[17],"is":[18],"questioned":[19],"due":[20],"to":[21,24,46,63,77,172,208,223,230,236],"an":[22,184],"inability":[23],"confirm":[25],"experimental":[26],"results.":[27],"Trust":[28],"information":[30,36,174],"technology":[31],"(IT)-intensive":[32],"workflows":[33,70,101],"within":[34],"geographic":[35,152,156,237],"science":[37],"(GIScience),":[38],"remote":[39,68,106,124],"sensing,":[40],"photogrammetry":[42,127],"depends":[43],"on":[44],"solutions":[45],"R&R":[47,97,115,122,161,182,203,234],"challenges":[48],"affecting":[49],"multiple":[50],"computationally":[51],"driven":[52],"disciplines.":[53],"To":[54],"date,":[55],"there":[56],"have":[57],"only":[58],"been":[59],"very":[60],"limited":[61],"efforts":[62],"overcome":[64],"R&R-related":[65],"issues":[66],"sensing":[69,107,125],"general,":[72],"let":[73],"alone":[74],"those":[75],"tied":[76],"unmanned":[78],"aircraft":[79],"systems":[80],"(UAS)":[81],"as":[82,102,104,116,118,183],"disruptive":[84],"technology.":[85],"This":[86],"review":[87],"identifies":[88],"key":[89],"barriers":[90,132],"to,":[91],"suggests":[93],"best":[94,200],"practices":[95,201],"for,":[96],"geospatial":[99,163],"UAS":[100,129,164,188],"well":[103,117],"broader":[105],"applications.":[108],"We":[109],"examine":[110],"both":[111],"relevance":[113],"existing":[119],"support":[120],"for":[121,175,202,221],"assisted":[128],"workflows.":[130,213],"Key":[131],"include:":[133],"(1)":[134],"awareness":[135],"time":[137],"resource":[139],"requirements,":[140],"(2)":[141],"accessibility":[142],"provenance,":[144,227],"metadata,":[145,226],"version":[147],"control,":[148],"(3)":[149],"conceptualization":[150],"problems,":[153],"(4)":[155],"variability":[157,238],"between":[158],"study":[159],"areas.":[160],"applications":[165],"can":[166],"be":[167],"facilitated":[168],"through":[169],"augmented":[170],"access":[171,207,222],"provenance":[173],"authorized":[176],"stakeholders,":[177],"establishment":[180],"important":[185],"aspect":[186],"related":[190],"research":[191,204],"design.":[192],"Where":[193],"ethically":[194],"possible,":[195],"future":[196],"work":[197,215],"should":[198,216],"exemplify":[199],"by":[205],"publishing":[206],"open":[209],"data":[210],"sets":[211],"Future":[214],"also":[217],"explore":[218],"new":[219],"avenues":[220],"source":[224],"data,":[225],"methods":[229],"adapt":[231],"principles":[232],"according":[235],"stakeholder":[240],"requirements.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}