{"id":"https://openalex.org/W3048452028","doi":"https://doi.org/10.3390/ijgi9080487","title":"Introduction to Big Data Computing for Geospatial Applications","display_name":"Introduction to Big Data Computing for Geospatial Applications","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W3048452028","doi":"https://doi.org/10.3390/ijgi9080487","mag":"3048452028"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi9080487","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9080487","pdf_url":"https://www.mdpi.com/2220-9964/9/8/487/pdf?version=1597203302","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/9/8/487/pdf?version=1597203302","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073915674","display_name":"Zhenlong Li","orcid":"https://orcid.org/0000-0002-8938-5466"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhenlong Li","raw_affiliation_strings":["Geoinformation and Big Data Research Laboratory, Department of Geography, University of South Carolina, Columbia, SC 29208, USA"],"affiliations":[{"raw_affiliation_string":"Geoinformation and Big Data Research Laboratory, Department of Geography, University of South Carolina, Columbia, SC 29208, USA","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060609967","display_name":"Wenwu Tang","orcid":"https://orcid.org/0000-0001-7870-177X"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenwu Tang","raw_affiliation_strings":["Center for Applied Geographic Information Science, Department of Geography and Earth Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA"],"affiliations":[{"raw_affiliation_string":"Center for Applied Geographic Information Science, Department of Geography and Earth Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016893039","display_name":"Qunying Huang","orcid":"https://orcid.org/0000-0003-3499-7294"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qunying Huang","raw_affiliation_strings":["Department of Geography, University of Wisconsin-Madison, Madison, WI 53706, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Wisconsin-Madison, Madison, WI 53706, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045930592","display_name":"Eric Shook","orcid":"https://orcid.org/0000-0002-8144-5022"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Shook","raw_affiliation_strings":["Department of Geography, Environment, and Society, University of Minnesota, Minneapolis, MN 55455, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Environment, and Society, University of Minnesota, Minneapolis, MN 55455, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063647157","display_name":"Qingfeng Guan","orcid":"https://orcid.org/0000-0002-7392-3709"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfeng Guan","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073915674"],"corresponding_institution_ids":["https://openalex.org/I155781252"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.5153,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8315339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"8","first_page":"487","last_page":"487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9684000015258789,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.9651066064834595},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8294252157211304},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7638720273971558},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6275135278701782},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5201873779296875},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23126527667045593},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16392025351524353},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11040058732032776}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.9651066064834595},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8294252157211304},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7638720273971558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6275135278701782},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5201873779296875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23126527667045593},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16392025351524353},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11040058732032776}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/ijgi9080487","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9080487","pdf_url":"https://www.mdpi.com/2220-9964/9/8/487/pdf?version=1597203302","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:scholarcommons.sc.edu:geog_facpub-1230","is_oa":true,"landing_page_url":"https://scholarcommons.sc.edu/geog_facpub/228","pdf_url":null,"source":{"id":"https://openalex.org/S4306401386","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"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":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:38af68afe4544ed18b95f314d9da6b5f","is_oa":true,"landing_page_url":"https://doaj.org/article/38af68afe4544ed18b95f314d9da6b5f","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":"ISPRS International Journal of Geo-Information, Vol 9, Iss 8, p 487 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/9/8/487/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi9080487","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":"ISPRS International Journal of Geo-Information; Volume 9; Issue 8; Pages: 487","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi9080487","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9080487","pdf_url":"https://www.mdpi.com/2220-9964/9/8/487/pdf?version=1597203302","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3048452028.pdf","grobid_xml":"https://content.openalex.org/works/W3048452028.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1889715779","https://openalex.org/W1982497210","https://openalex.org/W2002603093","https://openalex.org/W2065820792","https://openalex.org/W2295338537","https://openalex.org/W2298833372","https://openalex.org/W2542459869","https://openalex.org/W2570470547","https://openalex.org/W2898743489","https://openalex.org/W2907076759","https://openalex.org/W2908889341","https://openalex.org/W2922153578","https://openalex.org/W2939592887","https://openalex.org/W2954427723","https://openalex.org/W2965880752","https://openalex.org/W2977374928","https://openalex.org/W2979507347","https://openalex.org/W2979533732","https://openalex.org/W2981583554","https://openalex.org/W2983047913","https://openalex.org/W3036059292","https://openalex.org/W3044499696"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"The":[0],"convergence":[1],"of":[2,70,79,98,106],"big":[3,46,56],"data":[4,19,40,47,57,86],"and":[5,11,24,39,49,73,76,82,88,96,112],"geospatial":[6,18,45,59],"computing":[7,35],"has":[8],"brought":[9],"challenges":[10,48],"opportunities":[12,53],"to":[13,17,43,62,84],"GIScience":[14],"with":[15],"regards":[16],"management,":[20],"processing,":[21],"analysis,":[22],"modeling,":[23],"visualization.":[25],"This":[26,90],"special":[27,100],"issue":[28,101],"highlights":[29],"recent":[30],"advancements":[31,64],"in":[32,118],"integrating":[33],"new":[34],"approaches,":[36],"spatial":[37,74],"methods,":[38],"management":[41],"strategies":[42],"tackle":[44],"meanwhile":[50],"demonstrates":[51],"the":[52,63,68,77,94,107,119],"for":[54,58],"using":[55],"applications.":[60],"Crucial":[61],"highlighted":[65],"here":[66],"is":[67],"integration":[69],"computational":[71],"thinking":[72,75],"transformation":[78],"abstract":[80],"ideas":[81],"models":[83],"concrete":[85],"structures":[87],"algorithms.":[89],"editorial":[91],"first":[92],"introduces":[93],"background":[95],"motivation":[97],"this":[99],"followed":[102],"by":[103],"an":[104],"overview":[105],"ten":[108],"included":[109],"articles.":[110],"Conclusion":[111],"future":[113],"research":[114],"directions":[115],"are":[116],"provided":[117],"last":[120],"section.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-08-18T00:00:00"}
