{"id":"https://openalex.org/W2906602864","doi":"https://doi.org/10.1109/vast.2017.8585493","title":"Spatiotemporal identification of anomalies in a wildlife preserve VAST Grand Challenge 2017 Award: Clear Presentation of Hypotheses and Supporting Evidence","display_name":"Spatiotemporal identification of anomalies in a wildlife preserve VAST Grand Challenge 2017 Award: Clear Presentation of Hypotheses and Supporting Evidence","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2906602864","doi":"https://doi.org/10.1109/vast.2017.8585493","mag":"2906602864"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2017.8585493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2017.8585493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024954334","display_name":"Bharadwaj S Kishan","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Bharadwaj S Kishan","raw_affiliation_strings":["Singapore Management University"],"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081332872","display_name":"Ong Guan Jie Jason","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ong Guan Jie Jason","raw_affiliation_strings":["Singapore Management University"],"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037571905","display_name":"Zhang Yanrong","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhang Yanrong","raw_affiliation_strings":["Singapore Management University"],"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057758825","display_name":"Kam Tin Seong","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kam Tin Seong","raw_affiliation_strings":["Singapore Management University"],"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024954334"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14008426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9767000079154968,"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":0.9722999930381775,"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/wildlife","display_name":"Wildlife","score":0.7591512799263},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6215310096740723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.541641354560852},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5254991054534912},{"id":"https://openalex.org/keywords/raster-graphics","display_name":"Raster graphics","score":0.46521806716918945},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4346972703933716},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.40584492683410645},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36043012142181396},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3572256565093994},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.22068944573402405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1708250641822815}],"concepts":[{"id":"https://openalex.org/C29376679","wikidata":"https://www.wikidata.org/wiki/Q241741","display_name":"Wildlife","level":2,"score":0.7591512799263},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6215310096740723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.541641354560852},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5254991054534912},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.46521806716918945},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4346972703933716},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.40584492683410645},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36043012142181396},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3572256565093994},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.22068944573402405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1708250641822815},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vast.2017.8585493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2017.8585493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-4833","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=4833&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/VAST.2017.8585493","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4300000071525574,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2093392189","https://openalex.org/W2000315402","https://openalex.org/W2361909619","https://openalex.org/W3118313439","https://openalex.org/W3113123330","https://openalex.org/W2164318214","https://openalex.org/W2743147667","https://openalex.org/W2773877060","https://openalex.org/W1587389446","https://openalex.org/W2386874685"],"abstract_inverted_index":{"The":[0,102],"datasets":[1,55],"released":[2],"for":[3],"the":[4,29,53,57,60,100,127,131,149,154],"VAST":[5],"Challenge":[6],"2017":[7],"comprise":[8],"vehicle":[9,76],"movement":[10],"data":[11,18],"captured":[12,21],"with":[13,88,106],"RFID":[14],"sensors,":[15,24],"chemical":[16],"emission":[17],"from":[19,34],"factories":[20],"by":[22,139],"gas":[23],"and":[25,85,142],"image":[26,116],"attributes":[27],"of":[28,62,94,133],"wildlife":[30,41],"plant":[31,97],"health":[32],"obtained":[33],"satellites,":[35],"all":[36],"pertaining":[37],"to":[38,51,56,68,81,121],"a":[39,46,63,71,134],"fictional":[40],"preserve.":[42,101],"Using":[43],"visual":[44],"analytics,":[45],"compelling":[47],"hypothesis":[48],"is":[49,66,118,137],"established":[50],"link":[52],"spatiotemporal":[54],"phenomenon,":[58],"where":[59],"count":[61],"bird":[64],"specimen":[65],"found":[67],"decline":[69],"over":[70,153],"given":[72],"year.":[73],"Anomalies":[74],"in":[75,96,99,109,126,151],"traffic":[77],"patterns":[78],"are":[79,104],"linked":[80],"proximal":[82],"factory":[83],"emissions,":[84],"further":[86],"associated":[87],"satellite":[89],"imagery":[90],"that":[91],"show":[92],"proof":[93],"degradation":[95],"quality":[98],"evidences":[103],"supported":[105],"visualizations":[107],"created":[108],"Tableau,":[110],"R,":[111],"QGIS":[112],"&":[113],"SAS-JMP.":[114],"Raster":[115],"analysis":[117],"also":[119,146],"done":[120],"identify":[122],"other":[123],"key":[124],"features":[125],"preserve,":[128],"such":[129],"as":[130],"existence":[132],"lake.":[135],"This":[136],"achieved":[138],"using":[140],"NDVI":[141],"NDMI":[143],"measures,":[144],"which":[145],"help":[147],"understand":[148],"change":[150],"climate":[152],"years.":[155]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}