{"id":"https://openalex.org/W4406399694","doi":"https://doi.org/10.3390/a18010047","title":"AI-Enhanced Design and Application of High School Geography Field Studies in China: A Case Study of the Yellow (Bohai) Sea Migratory Bird Habitat Curriculum","display_name":"AI-Enhanced Design and Application of High School Geography Field Studies in China: A Case Study of the Yellow (Bohai) Sea Migratory Bird Habitat Curriculum","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4406399694","doi":"https://doi.org/10.3390/a18010047"},"language":"en","primary_location":{"id":"doi:10.3390/a18010047","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010047","pdf_url":"https://www.mdpi.com/1999-4893/18/1/47/pdf?version=1736934570","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/18/1/47/pdf?version=1736934570","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080996370","display_name":"Binglin Liu","orcid":"https://orcid.org/0000-0002-8376-1694"},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binglin Liu","raw_affiliation_strings":["Key Laboratory of Environment Change and Resources Use in Beibu Gulf, Ministry of Education, Nanning Normal University, Nanning 530001, China","School of Geography and Planning, Nanning Normal University, Nanning 530001, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Environment Change and Resources Use in Beibu Gulf, Ministry of Education, Nanning Normal University, Nanning 530001, China","institution_ids":["https://openalex.org/I4210151929"]},{"raw_affiliation_string":"School of Geography and Planning, Nanning Normal University, Nanning 530001, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103812984","display_name":"Weijia Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijia Zeng","raw_affiliation_strings":["School of Geography and Planning, Nanning Normal University, Nanning 530001, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Nanning Normal University, Nanning 530001, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108087002","display_name":"Weijiang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weijiang Liu","raw_affiliation_strings":["College of Engineering, City University of Hong Kong, Hong Kong 99077, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering, City University of Hong Kong, Hong Kong 99077, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005496967","display_name":"Yi Peng","orcid":"https://orcid.org/0000-0002-5319-1336"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Peng","raw_affiliation_strings":["School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066733633","display_name":"Na Yao","orcid":"https://orcid.org/0000-0002-0205-7882"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nini Yao","raw_affiliation_strings":["Department of Architecture and Built Environment, University of Nottingham, Ningbo 315154, China"],"affiliations":[{"raw_affiliation_string":"Department of Architecture and Built Environment, University of Nottingham, Ningbo 315154, China","institution_ids":["https://openalex.org/I13591777"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005496967","https://openalex.org/A5066733633"],"corresponding_institution_ids":["https://openalex.org/I13591777","https://openalex.org/I142108993"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":19.5988,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98583501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"47","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12343","display_name":"Geography Education and Pedagogy","score":0.9944000244140625,"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/T12343","display_name":"Geography Education and Pedagogy","score":0.9944000244140625,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9065999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.6909546852111816},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.6526390910148621},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.6402974128723145},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.563998818397522},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5548111200332642},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.3725680708885193},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.35953059792518616},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.35249602794647217},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.3227238059043884},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.1957576870918274},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17889535427093506},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.15046128630638123},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1379782259464264},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10130611062049866},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.062110304832458496}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6909546852111816},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6526390910148621},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.6402974128723145},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.563998818397522},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5548111200332642},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3725680708885193},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.35953059792518616},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.35249602794647217},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3227238059043884},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.1957576870918274},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17889535427093506},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.15046128630638123},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1379782259464264},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10130611062049866},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.062110304832458496},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a18010047","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010047","pdf_url":"https://www.mdpi.com/1999-4893/18/1/47/pdf?version=1736934570","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9b96a37cacee4ff2b5f631e14a918ea4","is_oa":true,"landing_page_url":"https://doaj.org/article/9b96a37cacee4ff2b5f631e14a918ea4","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 18, Iss 1, p 47 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a18010047","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a18010047","pdf_url":"https://www.mdpi.com/1999-4893/18/1/47/pdf?version=1736934570","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"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":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337408","display_name":"Division of Undergraduate Education","ror":"https://ror.org/02kd4km72"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406399694.pdf","grobid_xml":"https://content.openalex.org/works/W4406399694.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W269037807","https://openalex.org/W280485258","https://openalex.org/W1594873046","https://openalex.org/W1599687791","https://openalex.org/W1973309768","https://openalex.org/W1988945569","https://openalex.org/W1989341043","https://openalex.org/W1992002269","https://openalex.org/W1992813797","https://openalex.org/W1995663970","https://openalex.org/W2058717162","https://openalex.org/W2068690371","https://openalex.org/W2075227539","https://openalex.org/W2079563948","https://openalex.org/W2080094464","https://openalex.org/W2085388702","https://openalex.org/W2101389028","https://openalex.org/W2101876320","https://openalex.org/W2104732510","https://openalex.org/W2138334515","https://openalex.org/W2166888027","https://openalex.org/W2551658670","https://openalex.org/W2894468641","https://openalex.org/W2899508243","https://openalex.org/W2942193471","https://openalex.org/W3017131514","https://openalex.org/W3032170634","https://openalex.org/W3047281291","https://openalex.org/W3127111905","https://openalex.org/W3181940694","https://openalex.org/W4283455220","https://openalex.org/W4366783381","https://openalex.org/W4386965322","https://openalex.org/W4388215025","https://openalex.org/W4391071215","https://openalex.org/W4392667594","https://openalex.org/W4392831576","https://openalex.org/W4396833364","https://openalex.org/W4400098474","https://openalex.org/W4400722282","https://openalex.org/W4402121484","https://openalex.org/W4402896852","https://openalex.org/W4404953063","https://openalex.org/W6635463756","https://openalex.org/W6643788294","https://openalex.org/W6670773398","https://openalex.org/W6684363126","https://openalex.org/W6852182437","https://openalex.org/W6872194467"],"related_works":["https://openalex.org/W2348562106","https://openalex.org/W2370820329","https://openalex.org/W2370554813","https://openalex.org/W2387560707","https://openalex.org/W2363525455","https://openalex.org/W4312355418","https://openalex.org/W4362576712","https://openalex.org/W2314810092","https://openalex.org/W2384329035","https://openalex.org/W2373380871"],"abstract_inverted_index":{"China\u2019s":[0],"Yellow":[1],"(Bohai)":[2],"Sea":[3],"bird":[4],"habitat":[5],"is":[6,27],"an":[7],"important":[8],"ecological":[9],"region.":[10],"Its":[11],"unique":[12],"ecology":[13],"and":[14,21,32,49,52,69,74,87,119,128,131,143,149,153,156,160,169,181,183,200,212,216,231,237],"challenges":[15],"provide":[16],"rich":[17],"resources":[18],"for":[19],"research":[20,48,68,168,230],"study.":[22],"Our":[23],"course":[24,57,104],"design":[25],"concept":[26],"supported":[28],"by":[29],"AI":[30,163,209,214,227],"technology,":[31],"improves":[33],"students\u2019":[34,179],"abilities":[35,180],"through":[36],"innovative":[37],"functions":[38,215],"such":[39,171,195],"as":[40,172,196],"dynamic":[41,144],"data":[42,139,198],"support,":[43],"personalized":[44,141],"learning":[45,98,159],"paths,":[46],"immersive":[47],"study":[50,70],"experience,":[51],"diversified":[53],"evaluation":[54,105],"mechanisms.":[55],"The":[56,103],"content":[58],"revolves":[59],"around":[60],"the":[61,72,97,101,109,120,123,147,176,184,223],"\u201chuman\u2013land":[62],"coordination":[63],"concept\u201d,":[64],"including":[65],"pre-trip":[66],"thinking,":[67],"during":[71],"trip,":[73],"post-trip":[75],"exhibition":[76],"learning,":[77],"covering":[78],"regional":[79],"cognition,":[80],"remote":[81],"sensing":[82],"image":[83],"analysis,":[84,140],"field":[85],"investigation,":[86],"protection":[88],"plan":[89],"display":[90],"activities.":[91],"ERNIE":[92,133],"Bot":[93,134],"participates":[94],"in":[95,166,228,234],"optimizing":[96],"path":[99],"throughout":[100],"process.":[102],"system":[106],"starts":[107],"from":[108],"three":[110],"dimensions":[111],"of":[112,122,151,178,186,226],"\u201cland":[113],"to":[114,117,135,221],"people\u201d,":[115],"\u201cpeople":[116],"land\u201d,":[118],"\u201ccoordination":[121],"human\u2013land":[124],"relationship\u201d,":[125],"adopts":[126],"processes":[127],"final":[129],"evaluation,":[130,152],"uses":[132],"achieve":[136],"real-time":[137],"monitoring,":[138],"reports,":[142],"feedback,":[145],"improving":[146,197],"objectivity":[148],"efficiency":[150],"helping":[154],"students":[155],"teachers":[157],"optimize":[158],"teaching.":[161],"However,":[162],"has":[164],"limitations":[165],"geographical":[167,229],"study,":[170],"insufficient":[173],"technical":[174,201,205],"adaptability,":[175],"influence":[177],"habits,":[182],"adaptation":[185],"teachers\u2019":[187,208],"role":[188],"changes.":[189],"To":[190],"this":[191],"end,":[192],"optimization":[193],"strategies":[194],"quality":[199],"platforms,":[202],"strengthening":[203],"student":[204,238],"training,":[206],"enhancing":[207],"application":[210,224],"capabilities,":[211],"enriching":[213],"teaching":[217],"scenarios":[218],"are":[219],"proposed":[220],"enhance":[222],"effect":[225],"promote":[232],"innovation":[233],"educational":[235],"models":[236],"capacity":[239],"building.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
