{"id":"https://openalex.org/W2290308748","doi":"https://doi.org/10.1016/j.ecoinf.2016.02.006","title":"Visualizing and interacting with large-volume biodiversity data using client\u2013server web-mapping applications: The design and implementation of antmaps.org","display_name":"Visualizing and interacting with large-volume biodiversity data using client\u2013server web-mapping applications: The design and implementation of antmaps.org","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2290308748","doi":"https://doi.org/10.1016/j.ecoinf.2016.02.006","mag":"2290308748"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2016.02.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2016.02.006","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ecoinf.2016.02.006","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039172889","display_name":"Julia Janicki","orcid":null},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Julia Janicki","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014354532","display_name":"Nitish Narula","orcid":"https://orcid.org/0000-0002-8309-8642"},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nitish Narula","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043732221","display_name":"Matt Ziegler","orcid":"https://orcid.org/0000-0001-6418-4716"},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Matt Ziegler","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","institution_ids":["https://openalex.org/I142637625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026445746","display_name":"Beno\u00eet Gu\u00e9nard","orcid":"https://orcid.org/0000-0002-7144-1175"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["HK","JP"],"is_corresponding":false,"raw_author_name":"Benoit Gu\u00e9nard","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","The University of Hong Kong, School of Biological Sciences, Kadoorie Biological Sciences Building, Pok Fu Lam Road, Hong Kong, SAR, China"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","institution_ids":["https://openalex.org/I142637625"]},{"raw_affiliation_string":"The University of Hong Kong, School of Biological Sciences, Kadoorie Biological Sciences Building, Pok Fu Lam Road, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016143047","display_name":"Evan P. Economo","orcid":"https://orcid.org/0000-0001-7402-0432"},"institutions":[{"id":"https://openalex.org/I142637625","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79","country_code":"JP","type":"education","lineage":["https://openalex.org/I142637625"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Evan P. Economo","raw_affiliation_strings":["Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan"],"affiliations":[{"raw_affiliation_string":"Okinawa Institute of Science and Technology Graduate University, Onna, Okinawa 904-0495, Japan","institution_ids":["https://openalex.org/I142637625"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016143047"],"corresponding_institution_ids":["https://openalex.org/I142637625"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":31.626,"has_fulltext":false,"cited_by_count":317,"citation_normalized_percentile":{"value":0.99683819,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"32","issue":null,"first_page":"185","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9998000264167786,"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":0.9998000264167786,"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/T10487","display_name":"Plant and animal studies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.7849897146224976},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7472637891769409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7174462676048279},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5263753533363342},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4803694188594818},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4123106002807617},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.39115723967552185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2736193537712097},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.20699375867843628},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1510116457939148},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11361560225486755}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7849897146224976},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7472637891769409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174462676048279},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5263753533363342},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4803694188594818},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4123106002807617},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.39115723967552185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2736193537712097},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.20699375867843628},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1510116457939148},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11361560225486755}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ecoinf.2016.02.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2016.02.006","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},{"id":"pmh:oai:hub.hku.hk:10722/223943","is_oa":false,"landing_page_url":"http://hdl.handle.net/10722/223943","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2016.02.006","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2016.02.006","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322443","display_name":"Okinawa Institute of Science and Technology Graduate University","ror":"https://ror.org/02qg15b79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W591743112","https://openalex.org/W648598683","https://openalex.org/W1528027857","https://openalex.org/W1547533132","https://openalex.org/W1556499793","https://openalex.org/W1575645407","https://openalex.org/W1753385428","https://openalex.org/W1849538928","https://openalex.org/W1913291126","https://openalex.org/W1943176044","https://openalex.org/W1969074628","https://openalex.org/W1984972267","https://openalex.org/W1985226637","https://openalex.org/W1989785734","https://openalex.org/W1996890982","https://openalex.org/W1997359485","https://openalex.org/W1998843668","https://openalex.org/W2010635848","https://openalex.org/W2010663300","https://openalex.org/W2016290277","https://openalex.org/W2047124693","https://openalex.org/W2050888782","https://openalex.org/W2053634771","https://openalex.org/W2055609675","https://openalex.org/W2057507880","https://openalex.org/W2076381052","https://openalex.org/W2081930221","https://openalex.org/W2090580324","https://openalex.org/W2091350882","https://openalex.org/W2091940856","https://openalex.org/W2095523161","https://openalex.org/W2111954076","https://openalex.org/W2126563992","https://openalex.org/W2126815906","https://openalex.org/W2133408245","https://openalex.org/W2136232495","https://openalex.org/W2138199375","https://openalex.org/W2142237209","https://openalex.org/W2156689933","https://openalex.org/W2160195242","https://openalex.org/W2163769869","https://openalex.org/W2164868643","https://openalex.org/W2166763164","https://openalex.org/W2167076445","https://openalex.org/W2170497932","https://openalex.org/W2170875117","https://openalex.org/W2172485534","https://openalex.org/W2179969133","https://openalex.org/W2342091124","https://openalex.org/W2598827844","https://openalex.org/W2741317289","https://openalex.org/W3126577896","https://openalex.org/W4239720002","https://openalex.org/W4240574573","https://openalex.org/W4250337847","https://openalex.org/W4255040725","https://openalex.org/W4285719527","https://openalex.org/W4404079674","https://openalex.org/W6600808634","https://openalex.org/W6640658376","https://openalex.org/W6669569531","https://openalex.org/W6680388587","https://openalex.org/W6684178448","https://openalex.org/W6685120945","https://openalex.org/W6685425821"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2429057255","https://openalex.org/W4280507437","https://openalex.org/W3118689035","https://openalex.org/W2553922746","https://openalex.org/W3048452028","https://openalex.org/W2001703222","https://openalex.org/W2786734537","https://openalex.org/W4379390828"],"abstract_inverted_index":{"The":[0,148,195],"rise":[1],"of":[2,31,41,46,80,87,90,118,126,141,192,199,203,227,257],"informatics":[3],"has":[4],"presented":[5],"new":[6,92,105],"opportunities":[7],"for":[8,57,69,74],"analyzing,":[9],"visualizing,":[10],"and":[11,18,52,61,72,82,112,123,129,146,157,173,197,212,215,222,241,248],"interacting":[12],"with":[13,114,182,189,254],"data":[14,163,175,256],"across":[15,76],"the":[16,28,83,88,115,177,200,204,225,237],"sciences,":[17],"biodiversity":[19,95,162,235,255],"science":[20],"is":[21,151,180],"no":[22],"exception.":[23],"Recently,":[24],"comprehensive":[25,93],"datasets":[26],"on":[27,137,154,176,209],"geographic":[29,116,161],"distributions":[30,117],"species":[32,47,122],"have":[33],"been":[34],"assembled":[35],"that":[36,168],"represent":[37],"a":[38,42,77,91,104,165,183,232],"thorough":[39],"accounting":[40],"given":[43],"taxonomic":[44,259],"group":[45],"(e.g.":[48],"birds,":[49],"mammals,":[50],"etc.),":[51],"which":[53],"form":[54],"critical":[55],"tools":[56],"both":[58],"basic":[59,238],"biology":[60],"conservation.":[62],"However,":[63],"these":[64],"databases":[65],"present":[66],"several":[67],"challenges":[68],"visualization,":[70],"interaction,":[71,145],"participation":[73],"users":[75,170],"broad":[78],"range":[79],"scientists":[81],"public.":[84],"In":[85],"support":[86],"development":[89,133,226],"ant":[94,121,234],"database":[96],"containing":[97],"over":[98],"1.7":[99],"million":[100],"records,":[101],"we":[102],"developed":[103],"client\u2013server":[106,166],"web-mapping":[107],"application,":[108],"antmaps.org,":[109],"to":[110,160,171,186,246,252],"visualize":[111],"interact":[113,253],"all":[119],"15,050":[120],"aggregate":[124],"patterns":[125],"their":[127],"diversity":[128],"biogeography.":[130],"Our":[131],"application":[132,150,205],"approach":[134],"was":[135,206,229],"based":[136,208],"user-centered":[138],"design":[139],"principles":[140],"usability":[142,196,219],"engineering,":[143],"human-computer":[144],"cartography.":[147],"resulting":[149],"highly":[152],"focused":[153],"providing":[155],"efficient":[156],"intuitive":[158],"access":[159],"using":[164,217],"interaction":[167],"allows":[169],"query":[172],"retrieve":[174],"fly.":[178],"This":[179],"achieved":[181],"backend":[184],"solution":[185],"efficiently":[187],"work":[188],"large":[190],"volumes":[191],"geospatial":[193],"data.":[194],"utility":[198],"final":[201],"version":[202],"measured":[207],"effectiveness,":[210],"efficiency":[211],"user":[213],"satisfaction,":[214],"assessed":[216],"questionnaires,":[218],"lab":[220],"studies":[221],"surveys.":[223],"While":[224],"antmaps.org":[228],"motivated":[230],"by":[231],"particular":[233],"dataset,":[236],"framework,":[239],"design,":[240],"functionality":[242],"are":[243],"not":[244],"specific":[245],"ants":[247],"could":[249],"be":[250],"used":[251],"any":[258],"group.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":38},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":33},{"year":2022,"cited_by_count":44},{"year":2021,"cited_by_count":36},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":5}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
