{"id":"https://openalex.org/W4289139331","doi":"https://doi.org/10.25080/majora-212e5952-01c","title":"The Geoscience Community Analysis Toolkit: An Open Development, Community Driven Toolkit in the Scientific Python Ecosystem","display_name":"The Geoscience Community Analysis Toolkit: An Open Development, Community Driven Toolkit in the Scientific Python Ecosystem","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289139331","doi":"https://doi.org/10.25080/majora-212e5952-01c"},"language":"en","primary_location":{"id":"doi:10.25080/majora-212e5952-01c","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-212e5952-01c","pdf_url":"http://conference.scipy.org/proceedings/scipy2022/pdfs/orhan_eroglu.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://conference.scipy.org/proceedings/scipy2022/pdfs/orhan_eroglu.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056270264","display_name":"Orhan Eroglu","orcid":"https://orcid.org/0000-0003-3099-8775"},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Orhan Eroglu","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072754880","display_name":"Anissa Zacharias","orcid":"https://orcid.org/0000-0002-2666-8493"},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anissa Zacharias","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007623980","display_name":"Michaela Sizemore","orcid":null},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michaela Sizemore","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039583032","display_name":"Alea Kootz","orcid":null},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alea Kootz","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048611171","display_name":"Heather Craker","orcid":null},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather Craker","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056768201","display_name":"John Clyne","orcid":"https://orcid.org/0000-0003-2788-9017"},"institutions":[{"id":"https://openalex.org/I107766831","display_name":"NSF National Center for Atmospheric Research","ror":"https://ror.org/05cvfcr44","country_code":"US","type":"facility","lineage":["https://openalex.org/I107766831","https://openalex.org/I1311060795","https://openalex.org/I2799356940","https://openalex.org/I4210141337","https://openalex.org/I4210150888"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Clyne","raw_affiliation_strings":["National Center for Atmospheric Research"],"affiliations":[{"raw_affiliation_string":"National Center for Atmospheric Research","institution_ids":["https://openalex.org/I107766831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056270264"],"corresponding_institution_ids":["https://openalex.org/I107766831"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07685768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9944999814033508,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9937999844551086,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/python","display_name":"Python (programming language)","score":0.8339083194732666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.732865571975708},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7053382396697998},{"id":"https://openalex.org/keywords/mindset","display_name":"Mindset","score":0.6279376149177551},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5745192766189575},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5724361538887024},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.47795724868774414},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.44485610723495483},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4430205225944519},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41785621643066406},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3934139311313629},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21417608857154846},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1273496150970459},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09183165431022644}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8339083194732666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732865571975708},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7053382396697998},{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.6279376149177551},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5745192766189575},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5724361538887024},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.47795724868774414},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.44485610723495483},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4430205225944519},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41785621643066406},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3934139311313629},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21417608857154846},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1273496150970459},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09183165431022644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25080/majora-212e5952-01c","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-212e5952-01c","pdf_url":"http://conference.scipy.org/proceedings/scipy2022/pdfs/orhan_eroglu.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.25080/majora-212e5952-01c","is_oa":true,"landing_page_url":"https://doi.org/10.25080/majora-212e5952-01c","pdf_url":"http://conference.scipy.org/proceedings/scipy2022/pdfs/orhan_eroglu.pdf","source":{"id":"https://openalex.org/S4220651651","display_name":"Proceedings of the Python in Science Conferences","issn_l":"2575-9752","issn":["2575-9752"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Python in Science Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289139331.pdf","grobid_xml":"https://content.openalex.org/works/W4289139331.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2245493112","https://openalex.org/W2527672088","https://openalex.org/W2604239613","https://openalex.org/W2762217792","https://openalex.org/W2954044913","https://openalex.org/W2975081708","https://openalex.org/W2999182675","https://openalex.org/W3091282476"],"related_works":["https://openalex.org/W4295189422","https://openalex.org/W2808153292","https://openalex.org/W2786239009","https://openalex.org/W4233980619","https://openalex.org/W2904974815","https://openalex.org/W4297384386","https://openalex.org/W4253891276","https://openalex.org/W4293327501","https://openalex.org/W4240041134","https://openalex.org/W3159507195"],"abstract_inverted_index":{"The":[0],"Geoscience":[1],"Community":[2],"Analysis":[3],"Toolkit":[4],"(GeoCAT)":[5],"team":[6,59],"develops":[7],"and":[8,12,17,81],"maintains":[9],"data":[10,37],"analysis":[11],"visualization":[13],"tools":[14],"on":[15],"structured":[16],"unstructured":[18],"grids":[19],"for":[20],"the":[21,25,57,66,104,112],"geosciences":[22],"community":[23,63],"in":[24,86],"Scientific":[26],"Python":[27],"Ecosystem":[28],"(SPE).":[29],"In":[30],"response":[31],"to":[32,50,61,83,111],"dealing":[33],"with":[34],"increasing":[35],"geoscientific":[36],"sizes,":[38],"GeoCAT":[39,58],"prioritizes":[40],"scalability,":[41],"ensuring":[42],"its":[43],"implementations":[44],"are":[45,108,116],"scalable":[46],"from":[47],"personal":[48],"laptops":[49],"HPC":[51],"clusters.":[52],"Another":[53],"major":[54],"goal":[55],"of":[56,103],"is":[60,71],"ensure":[62,101],"involvement":[64],"throughout":[65],"whole":[67],"project":[68,96,105],"lifecycle,":[69],"which":[70],"realized":[72],"through":[73],"an":[74],"open":[75],"development":[76,114],"mindset":[77],"by":[78],"encouraging":[79],"users":[80],"contributors":[82],"get":[84],"involved":[85],"decision-making.":[87],"With":[88],"this":[89],"model,":[90],"we":[91],"not":[92],"only":[93],"have":[94],"our":[95],"stack":[97],"open-sourced":[98],"but":[99],"also":[100],"most":[102],"assets":[106],"that":[107],"directly":[109],"related":[110],"software":[113],"lifecycle":[115],"publicly":[117],"accessible.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}