Item talk:Q263556
From geokb
{
"USGS Publications Warehouse": {
"@context": "https://schema.org",
"@type": "CreativeWork",
"additionalType": "Book Chapter",
"name": "The evolution of geospatial reasoning, analytics, and modeling",
"identifier": [
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse IndexID",
"value": "70225492",
"url": "https://pubs.usgs.gov/publication/70225492"
},
{
"@type": "PropertyValue",
"propertyID": "USGS Publications Warehouse Internal ID",
"value": 70225492
},
{
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.22224/gistbok/2021.3.4",
"url": "https://doi.org/10.22224/gistbok/2021.3.4"
}
],
"inLanguage": "en",
"datePublished": "2021",
"dateModified": "2021-10-18",
"abstract": "The field of geospatial analytics and modeling has a long history coinciding with the physical and cultural evolution of humans. This history is analyzed relative to the four scientific paradigms: (1) empirical analysis through description, (2) theoretical explorations using models and generalizations, (3) simulating complex phenomena and (4) data exploration. Correlations among developments in general science and those of the geospatial sciences are explored. Trends identify areas ripe for growth and improvement in the fourth and current paradigm that has been spawned by the big data explosion, such as exposing the \u2018black box\u2019 of GeoAI training and generating big geospatial training datasets. Future research should focus on integrating both theory- and data-driven knowledge discovery.",
"publisher": {
"@type": "Organization",
"name": "University Consortium for Geographic Information Science"
},
"author": [
{
"@type": "Person",
"name": "Li, Wenwen",
"givenName": "Wenwen",
"familyName": "Li",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0003-2237-9499",
"url": "https://orcid.org/0000-0003-2237-9499"
},
"affiliation": [
{
"@type": "Organization",
"name": "Arizona State University"
}
]
},
{
"@type": "Person",
"name": "Arundel, Samantha sarundel@usgs.gov",
"givenName": "Samantha",
"familyName": "Arundel",
"email": "sarundel@usgs.gov",
"identifier": {
"@type": "PropertyValue",
"propertyID": "ORCID",
"value": "0000-0002-4863-0138",
"url": "https://orcid.org/0000-0002-4863-0138"
},
"affiliation": [
{
"@type": "Organization",
"name": "NGTOC Rolla",
"url": "https://www.usgs.gov/national-geospatial-technical-operations-center"
},
{
"@type": "Organization",
"name": "Center for Geospatial Information Science (CEGIS)",
"url": "https://www.usgs.gov/centers/cegis"
}
]
}
],
"funder": [
{
"@type": "Organization",
"name": "Center for Geospatial Information Science (CEGIS)",
"url": "https://www.usgs.gov/centers/cegis"
}
]
},
"OpenAlex": {
"_id": "https://openalex.org/w3201658607",
"abstract_inverted_index": null,
"apc_list": null,
"apc_paid": null,
"authorships": [
{
"author_position": "first",
"author": {
"id": "https://openalex.org/A5070313758",
"display_name": "Samantha T. Arundel",
"orcid": "https://orcid.org/0000-0002-4863-0138"
},
"institutions": [],
"countries": [],
"is_corresponding": false,
"raw_author_name": "Samantha Arundel",
"raw_affiliation_strings": [],
"affiliations": []
},
{
"author_position": "last",
"author": {
"id": "https://openalex.org/A5100338179",
"display_name": "Wenwen Li",
"orcid": "https://orcid.org/0000-0003-2237-9499"
},
"institutions": [],
"countries": [],
"is_corresponding": false,
"raw_author_name": "Wenwen Li",
"raw_affiliation_strings": [],
"affiliations": []
}
],
"best_oa_location": {
"is_oa": true,
"landing_page_url": "https://doi.org/10.22224/gistbok/2021.3.4",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S4210176581",
"display_name": "Geographic Information Science & Technology Body of Knowledge",
"issn_l": "2577-2848",
"issn": [
"2577-2848"
],
"is_oa": true,
"is_in_doaj": false,
"is_core": false,
"host_organization": null,
"host_organization_name": null,
"host_organization_lineage": [],
"host_organization_lineage_names": [],
"type": "journal"
},
"license": null,
"license_id": null,
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
"biblio": {
"volume": "2021",
"issue": "Q3",
"first_page": null,
"last_page": null
},
"citation_normalized_percentile": null,
"cited_by_api_url": "https://api.openalex.org/works?filter=cites:W3201658607",
"cited_by_count": 0,
"cited_by_percentile_year": {
"min": 0,
"max": 60
},
"concepts": [
{
"id": "https://openalex.org/C9770341",
"wikidata": "https://www.wikidata.org/wiki/Q1938983",
"display_name": "Geospatial analysis",
"level": 2,
"score": 0.9025808
},
{
"id": "https://openalex.org/C79158427",
"wikidata": "https://www.wikidata.org/wiki/Q485396",
"display_name": "Analytics",
"level": 2,
"score": 0.7354309
},
{
"id": "https://openalex.org/C2522767166",
"wikidata": "https://www.wikidata.org/wiki/Q2374463",
"display_name": "Data science",
"level": 1,
"score": 0.5597244
},
{
"id": "https://openalex.org/C41008148",
"wikidata": "https://www.wikidata.org/wiki/Q21198",
"display_name": "Computer science",
"level": 0,
"score": 0.5470647
},
{
"id": "https://openalex.org/C545860419",
"wikidata": "https://www.wikidata.org/wiki/Q5193251",
"display_name": "Cultural analytics",
"level": 5,
"score": 0.42424053
},
{
"id": "https://openalex.org/C205649164",
"wikidata": "https://www.wikidata.org/wiki/Q1071",
"display_name": "Geography",
"level": 0,
"score": 0.25424704
},
{
"id": "https://openalex.org/C148792806",
"wikidata": "https://www.wikidata.org/wiki/Q7449046",
"display_name": "Semantic analytics",
"level": 4,
"score": 0.21221212
},
{
"id": "https://openalex.org/C136764020",
"wikidata": "https://www.wikidata.org/wiki/Q466",
"display_name": "World Wide Web",
"level": 1,
"score": 0.18793276
},
{
"id": "https://openalex.org/C58640448",
"wikidata": "https://www.wikidata.org/wiki/Q42515",
"display_name": "Cartography",
"level": 1,
"score": 0.13179812
},
{
"id": "https://openalex.org/C110875604",
"wikidata": "https://www.wikidata.org/wiki/Q75",
"display_name": "The Internet",
"level": 2,
"score": 0.061573386
},
{
"id": "https://openalex.org/C130436687",
"wikidata": "https://www.wikidata.org/wiki/Q7978591",
"display_name": "Web modeling",
"level": 3,
"score": 0.0
}
],
"corresponding_author_ids": [],
"corresponding_institution_ids": [],
"countries_distinct_count": 0,
"counts_by_year": [],
"created_date": "2021-09-27",
"datasets": [],
"display_name": "The Evolution of Geospatial Reasoning, Analytics, and Modeling",
"doi": "https://doi.org/10.22224/gistbok/2021.3.4",
"fwci": 0.0,
"grants": [],
"has_fulltext": false,
"id": "https://openalex.org/W3201658607",
"ids": {
"openalex": "https://openalex.org/W3201658607",
"doi": "https://doi.org/10.22224/gistbok/2021.3.4",
"mag": "3201658607"
},
"indexed_in": [
"crossref"
],
"institutions_distinct_count": 0,
"is_paratext": false,
"is_retracted": false,
"keywords": [
{
"id": "https://openalex.org/keywords/geovisualization",
"display_name": "Geovisualization",
"score": 0.629147
},
{
"id": "https://openalex.org/keywords/geospatial-crowdsourcing",
"display_name": "Geospatial Crowdsourcing",
"score": 0.614406
},
{
"id": "https://openalex.org/keywords/crowdsourced-mapping",
"display_name": "Crowdsourced Mapping",
"score": 0.553338
},
{
"id": "https://openalex.org/keywords/web-based-gis",
"display_name": "Web-based GIS",
"score": 0.5455
},
{
"id": "https://openalex.org/keywords/participatory-gis",
"display_name": "Participatory GIS",
"score": 0.538623
},
{
"id": "https://openalex.org/keywords/cultural-analytics",
"display_name": "Cultural analytics",
"score": 0.42424053
}
],
"language": "en",
"locations": [
{
"is_oa": true,
"landing_page_url": "https://doi.org/10.22224/gistbok/2021.3.4",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S4210176581",
"display_name": "Geographic Information Science & Technology Body of Knowledge",
"issn_l": "2577-2848",
"issn": [
"2577-2848"
],
"is_oa": true,
"is_in_doaj": false,
"is_core": false,
"host_organization": null,
"host_organization_name": null,
"host_organization_lineage": [],
"host_organization_lineage_names": [],
"type": "journal"
},
"license": null,
"license_id": null,
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
}
],
"locations_count": 1,
"mesh": [],
"ngrams_url": "https://api.openalex.org/works/W3201658607/ngrams",
"open_access": {
"is_oa": true,
"oa_status": "gold",
"oa_url": "https://doi.org/10.22224/gistbok/2021.3.4",
"any_repository_has_fulltext": false
},
"primary_location": {
"is_oa": true,
"landing_page_url": "https://doi.org/10.22224/gistbok/2021.3.4",
"pdf_url": null,
"source": {
"id": "https://openalex.org/S4210176581",
"display_name": "Geographic Information Science & Technology Body of Knowledge",
"issn_l": "2577-2848",
"issn": [
"2577-2848"
],
"is_oa": true,
"is_in_doaj": false,
"is_core": false,
"host_organization": null,
"host_organization_name": null,
"host_organization_lineage": [],
"host_organization_lineage_names": [],
"type": "journal"
},
"license": null,
"license_id": null,
"version": "publishedVersion",
"is_accepted": true,
"is_published": true
},
"primary_topic": {
"id": "https://openalex.org/T10757",
"display_name": "Volunteered Geographic Information and Geospatial Crowdsourcing",
"score": 0.8495,
"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"
}
},
"publication_date": "2021-07-01",
"publication_year": 2021,
"referenced_works": [],
"referenced_works_count": 0,
"related_works": [
"https://openalex.org/W4379390828",
"https://openalex.org/W4254461103",
"https://openalex.org/W4232432449",
"https://openalex.org/W3118689035",
"https://openalex.org/W3048452028",
"https://openalex.org/W2553922746",
"https://openalex.org/W2531983676",
"https://openalex.org/W2365527467",
"https://openalex.org/W2140303616",
"https://openalex.org/W202848325"
],
"sustainable_development_goals": [
{
"id": "https://metadata.un.org/sdg/13",
"display_name": "Climate action",
"score": 0.43
}
],
"title": "The Evolution of Geospatial Reasoning, Analytics, and Modeling",
"topics": [
{
"id": "https://openalex.org/T10757",
"display_name": "Volunteered Geographic Information and Geospatial Crowdsourcing",
"score": 0.8495,
"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"
}
}
],
"type": "article",
"type_crossref": "journal-article",
"updated_date": "2024-08-14T09:48:35.790813",
"versions": []
}
}
