{"id":"https://openalex.org/W2059672058","doi":"https://doi.org/10.3390/rs6010716","title":"Empirical Modelling of Vegetation Abundance from Airborne Hyperspectral Data for Upland Peatland Restoration Monitoring","display_name":"Empirical Modelling of Vegetation Abundance from Airborne Hyperspectral Data for Upland Peatland Restoration Monitoring","publication_year":2014,"publication_date":"2014-01-09","ids":{"openalex":"https://openalex.org/W2059672058","doi":"https://doi.org/10.3390/rs6010716","mag":"2059672058"},"language":"en","primary_location":{"id":"doi:10.3390/rs6010716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6010716","pdf_url":"https://www.mdpi.com/2072-4292/6/1/716/pdf?version=1403135746","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/6/1/716/pdf?version=1403135746","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091721166","display_name":"Beth Cole","orcid":"https://orcid.org/0000-0002-3822-7302"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]},{"id":"https://openalex.org/I4210158283","display_name":"Institute of Geography of the Slovak Academy of Sciences","ror":"https://ror.org/04wzc7f86","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210158283"]}],"countries":["GB","SK"],"is_corresponding":true,"raw_author_name":"Beth Cole","raw_affiliation_strings":["Centre for Landscape and Climate Research, University of Leicester, Bennett Building,  University Road, Leicester LE1 7RH, UK","Geography"],"affiliations":[{"raw_affiliation_string":"Centre for Landscape and Climate Research, University of Leicester, Bennett Building,  University Road, Leicester LE1 7RH, UK","institution_ids":["https://openalex.org/I153648349"]},{"raw_affiliation_string":"Geography","institution_ids":["https://openalex.org/I4210158283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062790958","display_name":"Julia Mcmorrow","orcid":"https://orcid.org/0000-0002-1040-176X"},"institutions":[{"id":"https://openalex.org/I4210158283","display_name":"Institute of Geography of the Slovak Academy of Sciences","ror":"https://ror.org/04wzc7f86","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210158283"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB","SK"],"is_corresponding":false,"raw_author_name":"Julia McMorrow","raw_affiliation_strings":["School of Environment Education and Development, University of Manchester, Oxford Road, Manchester M13 9PL, UK","Geography"],"affiliations":[{"raw_affiliation_string":"School of Environment Education and Development, University of Manchester, Oxford Road, Manchester M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Geography","institution_ids":["https://openalex.org/I4210158283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052196528","display_name":"Martin Evans","orcid":"https://orcid.org/0000-0003-2300-1033"},"institutions":[{"id":"https://openalex.org/I4210158283","display_name":"Institute of Geography of the Slovak Academy of Sciences","ror":"https://ror.org/04wzc7f86","country_code":"SK","type":"facility","lineage":["https://openalex.org/I207624831","https://openalex.org/I4210158283"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB","SK"],"is_corresponding":false,"raw_author_name":"Martin Evans","raw_affiliation_strings":["School of Environment Education and Development, University of Manchester, Oxford Road, Manchester M13 9PL, UK","Geography"],"affiliations":[{"raw_affiliation_string":"School of Environment Education and Development, University of Manchester, Oxford Road, Manchester M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"Geography","institution_ids":["https://openalex.org/I4210158283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091721166"],"corresponding_institution_ids":["https://openalex.org/I153648349","https://openalex.org/I4210158283"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.2711,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95190336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"716","last_page":"739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12091","display_name":"Peatlands and Wetlands Ecology","score":0.9943000078201294,"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":0.9943000078201294,"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/T13388","display_name":"Rangeland and Wildlife Management","score":0.9932000041007996,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.991599977016449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7908794283866882},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7630426287651062},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.760517954826355},{"id":"https://openalex.org/keywords/peat","display_name":"Peat","score":0.6369584798812866},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5193951725959778},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47590669989585876},{"id":"https://openalex.org/keywords/bog","display_name":"Bog","score":0.4642202854156494},{"id":"https://openalex.org/keywords/abundance","display_name":"Abundance (ecology)","score":0.4286668598651886},{"id":"https://openalex.org/keywords/vegetation-classification","display_name":"Vegetation classification","score":0.4170335829257965},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.329558789730072},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2637271583080292},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17404022812843323},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11015695333480835}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7908794283866882},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7630426287651062},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.760517954826355},{"id":"https://openalex.org/C53657456","wikidata":"https://www.wikidata.org/wiki/Q184624","display_name":"Peat","level":2,"score":0.6369584798812866},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5193951725959778},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47590669989585876},{"id":"https://openalex.org/C122284674","wikidata":"https://www.wikidata.org/wiki/Q1681353","display_name":"Bog","level":3,"score":0.4642202854156494},{"id":"https://openalex.org/C77077793","wikidata":"https://www.wikidata.org/wiki/Q336019","display_name":"Abundance (ecology)","level":2,"score":0.4286668598651886},{"id":"https://openalex.org/C2776054349","wikidata":"https://www.wikidata.org/wiki/Q18648871","display_name":"Vegetation classification","level":3,"score":0.4170335829257965},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.329558789730072},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2637271583080292},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17404022812843323},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11015695333480835},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.3390/rs6010716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6010716","pdf_url":"https://www.mdpi.com/2072-4292/6/1/716/pdf?version=1403135746","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/88f72817-7554-4872-a60d-44a7686a66ee","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/88f72817-7554-4872-a60d-44a7686a66ee","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cole, B, Mcmorrow, J & Evans, M 2013, 'Empirical modelling of vegetation abundance from airborne hyperspectral data for upland peatland restoration monitoring', Remote Sensing, vol. 6, no. 1, pp. 716-739. https://doi.org/10.3390/rs6010716","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:figshare.com:article/10151585","is_oa":true,"landing_page_url":null,"pdf_url":"https://figshare.com/articles/journal_contribution/Empirical_Modelling_of_Vegetation_Abundance_from_Airborne_Hyperspectral_Data_for_Upland_Peatland_Restoration_Monitoring/10151585","source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:d442cfa1ab984837ad32f8594e6001e8","is_oa":true,"landing_page_url":"https://doaj.org/article/d442cfa1ab984837ad32f8594e6001e8","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 6, Iss 1, Pp 716-739 (2014)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/10165322","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Empirical_modelling_of_vegetation_abundance_from_airborne_hyperspectral_data_for_upland_peatland_restoration_monitoring/10165322","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:lra.le.ac.uk:2381/28649","is_oa":true,"landing_page_url":"http://hdl.handle.net/2381/28649","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:lra.le.ac.uk:2381/36219","is_oa":true,"landing_page_url":"http://hdl.handle.net/2381/36219","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/6/1/716/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs6010716","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 6; Issue 1; Pages: 716-739","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:publications/88f72817-7554-4872-a60d-44a7686a66ee","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/empirical-modelling-of-vegetation-abundance-from-airborne-hyperspectral-data-for-upland-peatland-restoration-monitoring(88f72817-7554-4872-a60d-44a7686a66ee).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.3390/rs6010716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs6010716","pdf_url":"https://www.mdpi.com/2072-4292/6/1/716/pdf?version=1403135746","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7699999809265137,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1335070289","display_name":null,"funder_award_id":"NE/J500768/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G2383546438","display_name":null,"funder_award_id":"NE/J500768/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G4075253018","display_name":null,"funder_award_id":"fsf010001","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G7316009151","display_name":"HIGH RESOLUTION REMOTE SENSING FOR LANDSCAPE-SCALE RESTORATION OF PEATLAND","funder_award_id":"NE/F013787/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G7777721623","display_name":null,"funder_award_id":"fsf010001","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"}],"funders":[{"id":"https://openalex.org/F4320318746","display_name":"Natural England","ror":"https://ror.org/00r66pz14"},{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320320291","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2059672058.pdf","grobid_xml":"https://content.openalex.org/works/W2059672058.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W222634353","https://openalex.org/W1497751391","https://openalex.org/W1541552973","https://openalex.org/W1965173367","https://openalex.org/W1966793708","https://openalex.org/W1967884853","https://openalex.org/W1970382729","https://openalex.org/W1976708872","https://openalex.org/W1977100010","https://openalex.org/W1980568977","https://openalex.org/W1995843625","https://openalex.org/W1999606853","https://openalex.org/W2001410838","https://openalex.org/W2002242696","https://openalex.org/W2013840199","https://openalex.org/W2021070812","https://openalex.org/W2028460800","https://openalex.org/W2034325283","https://openalex.org/W2037473952","https://openalex.org/W2046404820","https://openalex.org/W2047104713","https://openalex.org/W2052903566","https://openalex.org/W2064638681","https://openalex.org/W2065217366","https://openalex.org/W2067799382","https://openalex.org/W2073503722","https://openalex.org/W2080545724","https://openalex.org/W2087702390","https://openalex.org/W2089464686","https://openalex.org/W2091258541","https://openalex.org/W2105781632","https://openalex.org/W2114535331","https://openalex.org/W2116342619","https://openalex.org/W2119220222","https://openalex.org/W2132299303","https://openalex.org/W2133751300","https://openalex.org/W2135151332","https://openalex.org/W2137225583","https://openalex.org/W2137564764","https://openalex.org/W2140673614","https://openalex.org/W2144153036","https://openalex.org/W2148184827","https://openalex.org/W2151371370","https://openalex.org/W2156005575","https://openalex.org/W2156808278","https://openalex.org/W2493080670","https://openalex.org/W3156135841","https://openalex.org/W4211235314","https://openalex.org/W6679858443"],"related_works":["https://openalex.org/W2164206824","https://openalex.org/W2316608752","https://openalex.org/W1601983867","https://openalex.org/W2017091675","https://openalex.org/W608286142","https://openalex.org/W4200591972","https://openalex.org/W2355795408","https://openalex.org/W1928441542","https://openalex.org/W2062369195","https://openalex.org/W2039872458"],"abstract_inverted_index":{"Peatlands":[0],"are":[1,220],"important":[2],"terrestrial":[3],"carbon":[4],"stores.":[5],"Restoration":[6],"of":[7,18,28,89,142,150,211,238,246],"degraded":[8,70],"peatlands":[9],"to":[10,24,37,53,64,105,228,243],"restore":[11],"ecosystem":[12],"services":[13],"is":[14,22,33,80],"a":[15,34,69,97],"major":[16],"area":[17],"conservation":[19],"effort.":[20],"Monitoring":[21],"crucial":[23],"judge":[25],"the":[26,42,75,106,114,132,146,151,159,163,169,187,198,208,221,232,241,253],"success":[27],"this":[29,50],"restoration.":[30,82],"Remote":[31],"sensing":[32],"potential":[35,242],"tool":[36],"provide":[38],"landscape-scale":[39],"information":[40],"on":[41,113,162],"habitat":[43],"condition.":[44],"Using":[45],"an":[46,204],"empirical":[47],"modelling":[48,139],"approach,":[49],"paper":[51],"aims":[52],"use":[54],"airborne":[55],"hyperspectral":[56,179,236],"image":[57],"data":[58,63,118,189],"with":[59],"ground":[60],"vegetation":[61,66,87,120,177,213],"survey":[62,214],"model":[65,85],"abundance":[67,88,121],"for":[68,86,135,174,186,231,252],"upland":[71],"blanket":[72],"bog":[73],"in":[74],"United":[76],"Kingdom":[77],"(UK),":[78],"which":[79,156],"undergoing":[81],"A":[83,110],"predictive":[84],"Plant":[90],"Functional":[91],"Types":[92],"(PFT)":[93],"was":[94,131],"produced":[95,230],"using":[96],"Partial":[98],"Least":[99],"Squares":[100],"Regression":[101],"(PLSR)":[102],"and":[103,119,124,193],"applied":[104],"whole":[107],"restoration":[108],"site.":[109,233],"sensitivity":[111],"test":[112],"relationships":[115],"between":[116,191],"spectral":[117,153],"at":[122,249],"PFT":[123,130],"single":[125],"species":[126],"level":[127],"confirmed":[128],"that":[129,168,197],"correct":[133],"scale":[134,225,251],"analysis.":[136],"The":[137],"PLSR":[138],"allows":[140],"selection":[141],"variables":[143],"based":[144],"upon":[145],"weighted":[147],"regression":[148],"coefficient":[149],"individual":[152],"bands,":[154],"showing":[155],"bands":[157],"have":[158],"most":[160],"influence":[161],"model.":[164],"These":[165,216],"results":[166,227],"suggest":[167],"SWIR":[170],"has":[171,240],"less":[172],"value":[173],"monitoring":[175,226],"peatland":[176,247],"from":[178],"images":[180,219],"than":[181],"initially":[182],"predicted.":[183],"RMSE":[184],"values":[185],"validation":[188],"range":[190],"10%":[192],"16%":[194],"cover,":[195],"indicating":[196],"models":[199],"can":[200],"be":[201,229],"used":[202],"as":[203],"operational":[205],"tool,":[206],"considering":[207],"subjective":[209],"nature":[210],"existing":[212],"results.":[215],"predicted":[217],"coverage":[218],"first":[222,254],"quantitative":[223],"landscape":[224,250],"High":[234],"resolution":[235],"mapping":[237],"PFTs":[239],"assess":[244],"recovery":[245],"systems":[248],"time.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2016-06-24T00:00:00"}
