{"id":"https://openalex.org/W2075404590","doi":"https://doi.org/10.1109/bigdata.2014.7004495","title":"An open source framework to add spatial extent and geospatial visibility to Big Data","display_name":"An open source framework to add spatial extent and geospatial visibility to Big Data","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2075404590","doi":"https://doi.org/10.1109/bigdata.2014.7004495","mag":"2075404590"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2014.7004495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","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/A5014884013","display_name":"Biva Shrestha","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Biva Shrestha","raw_affiliation_strings":["Environmental Sciences Division, Oak Ridge National Laboratory, USA","Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Sciences Division, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023450342","display_name":"Ranjeet Devarakonda","orcid":"https://orcid.org/0000-0003-2661-1937"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ranjeet Devarakonda","raw_affiliation_strings":["Environmental Sciences Division, Oak Ridge National Laboratory, USA","Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Sciences Division, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":null,"display_name":"Giriprakash Palanisamy","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giriprakash Palanisamy","raw_affiliation_strings":["Environmental Sciences Division, Oak Ridge National Laboratory, USA","Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Sciences Division, Oak Ridge National Laboratory, USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Environmental Sciences division, Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014884013"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20423369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"64","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8981763124465942},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.7426835298538208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7106398940086365},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6076288223266602},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5989746451377869},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35790735483169556},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.30278313159942627},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2314302921295166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1978605091571808},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08716470003128052}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8981763124465942},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.7426835298538208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106398940086365},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6076288223266602},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5989746451377869},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35790735483169556},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.30278313159942627},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2314302921295166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1978605091571808},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08716470003128052},{"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2014.7004495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2014.7004495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2355516524","https://openalex.org/W2361471170","https://openalex.org/W2733999579","https://openalex.org/W2910751785","https://openalex.org/W2025616642"],"abstract_inverted_index":{"Advancement":[0],"in":[1],"the":[2,12,21,35],"field":[3],"of":[4,14,20,37,44,83],"computing":[5],"and":[6,24,39,54,80,91,104],"remote":[7],"handheld":[8],"devices":[9],"has":[10],"made":[11],"process":[13,36],"collecting":[15],"geospatial":[16,84],"data":[17,31,45,85,89,97,107],"easy.":[18],"Most":[19],"time":[22,52],"researchers":[23],"scientists":[25,59],"have":[26],"easy":[27],"access":[28,105],"to":[29,102],"these":[30,106],"as":[32],"well.":[33],"However,":[34],"extracting":[38],"processing":[40,81],"a":[41,95,109],"large":[42],"volume":[43],"from":[46,87],"several":[47],"sources":[48,90],"can":[49],"be":[50],"very":[51],"consuming":[53],"difficult.":[55],"In":[56],"most":[57],"cases":[58],"rely":[60],"on":[61],"expensive":[62],"proprietary":[63],"software":[64],"[1].":[65],"This":[66],"paper":[67],"discusses":[68],"how":[69],"Computational":[70],"Scientists":[71],"at":[72],"Oak":[73],"Ridge":[74],"National":[75],"Laboratory":[76],"are":[77],"extracting,":[78],"normalizing,":[79],"millions":[82],"points":[86],"multiple":[88],"integrating":[92],"them":[93],"into":[94],"common":[96],"format":[98],"which":[99],"helps":[100],"user":[101,112],"find":[103],"using":[108],"flexible":[110],"visualization-based":[111],"interface.":[113]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
