{"id":"https://openalex.org/W7204141036","doi":"https://doi.org/10.13140/rg.2.2.35583.98726","title":"From expert-based mapping to data-driven prediction: evaluating and improving regional peatland mapping in northern France","display_name":"From expert-based mapping to data-driven prediction: evaluating and improving regional peatland mapping in northern France","publication_year":2026,"publication_date":"2026-08-24","ids":{"openalex":"https://openalex.org/W7204141036","doi":"https://doi.org/10.13140/rg.2.2.35583.98726"},"language":"en","primary_location":{"id":"doi:10.13140/rg.2.2.35583.98726","doi":"https://doi.org/10.13140/rg.2.2.35583.98726","is_oa":false,"landing_page_url":"https://doi.org/10.13140/rg.2.2.35583.98726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148043004","display_name":"Lucas Raymond","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucas Raymond","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004600195","display_name":"Adrien Berquer","orcid":"https://orcid.org/0000-0002-6032-1581","observed_orcids":["https://orcid.org/0000-0002-6032-1581"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adrien Berquer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044653317","display_name":"Guillaume Jacek","orcid":"https://orcid.org/0000-0002-7158-7502","observed_orcids":["https://orcid.org/0000-0002-7158-7502"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guillaume Jacek","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.47049999237060547,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.47049999237060547,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.2549000084400177,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.08619999885559082,"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/peatland-mapping","display_name":"peatland mapping","score":0.984000027179718},{"id":"https://openalex.org/keywords/data-driven-forecasting","display_name":"data-driven prediction","score":0.9380000233650208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.4359999895095825},{"id":"https://openalex.org/keywords/wetland-classification","display_name":"wetland classification","score":0.503000020980835},{"id":"https://openalex.org/keywords/northern-france","display_name":"northern France","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C53657456","wikidata":"https://www.wikidata.org/wiki/Q184624","display_name":"Peat","level":2,"score":0.460999995470047},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43470001220703125},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4332999885082245},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3422999978065491},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28790000081062317},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2800999879837036},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.24660000205039978},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24459999799728394}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.13140/rg.2.2.35583.98726","doi":"https://doi.org/10.13140/rg.2.2.35583.98726","is_oa":false,"landing_page_url":"https://doi.org/10.13140/rg.2.2.35583.98726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8518999814987183,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6959818384","https://openalex.org/W6922729972","https://openalex.org/W4412228057","https://openalex.org/W4353112589","https://openalex.org/W7169495365","https://openalex.org/W4412218129","https://openalex.org/W3193693364","https://openalex.org/W2981526586","https://openalex.org/W4392595809","https://openalex.org/W4206845206"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-25T00:00:00"}
