{"id":"https://openalex.org/W2108461742","doi":"https://doi.org/10.1109/igarss.2002.1026102","title":"Modeling and mapping forest biomass using forest inventory and Landsat TM data: results from the Foothills Model Forest, Alberta","display_name":"Modeling and mapping forest biomass using forest inventory and Landsat TM data: results from the Foothills Model Forest, Alberta","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2108461742","doi":"https://doi.org/10.1109/igarss.2002.1026102","mag":"2108461742"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2002.1026102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2002.1026102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5011426167","display_name":"Ronald J. Hall","orcid":"https://orcid.org/0000-0002-7587-2140"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"R.J. Hall","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005122579","display_name":"Bradley S. Case","orcid":"https://orcid.org/0000-0002-4360-335X"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"B.S. Case","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089385574","display_name":"E. Arsenault","orcid":null},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"E. Arsenault","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032294514","display_name":"David T. Price","orcid":"https://orcid.org/0000-0002-7028-8949"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D.T. Price","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048771678","display_name":"J. Luther","orcid":"https://orcid.org/0000-0003-1667-4096"},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"J.E. Luther","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Corner Brook, NEW, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Corner Brook, NEW, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026981228","display_name":"D.E. Piercey","orcid":null},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D.E. Piercey","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Corner Brook, NEW, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Corner Brook, NEW, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076157343","display_name":"Luc Guindon","orcid":"https://orcid.org/0000-0002-4346-7351"},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"L. Guindon","raw_affiliation_strings":["Canadian Forest Service, Natural Resources Canada, Sainte Foy, QUE, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service, Natural Resources Canada, Sainte Foy, QUE, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076077369","display_name":"Richard Fournier","orcid":"https://orcid.org/0009-0008-0885-3565"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"R.A. Fournier","raw_affiliation_strings":["CARTEL, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada"],"affiliations":[{"raw_affiliation_string":"CARTEL, Universit\u00e9 de Sherbrook, Sherbrooke, QUE, Canada","institution_ids":["https://openalex.org/I135117807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5011426167"],"corresponding_institution_ids":["https://openalex.org/I1280367701","https://openalex.org/I1281735042"],"apc_list":null,"apc_paid":null,"fwci":1.7346,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84035143,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1320","last_page":"1323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T11880","display_name":"Forest ecology and management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9951000213623047,"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/forest-inventory","display_name":"Forest inventory","score":0.7987886071205139},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.7131989002227783},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6767795085906982},{"id":"https://openalex.org/keywords/sustainable-forest-management","display_name":"Sustainable forest management","score":0.629420280456543},{"id":"https://openalex.org/keywords/foothills","display_name":"Foothills","score":0.6229220032691956},{"id":"https://openalex.org/keywords/deciduous","display_name":"Deciduous","score":0.6087296605110168},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.5545962452888489},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5090022087097168},{"id":"https://openalex.org/keywords/larch","display_name":"Larch","score":0.47420933842658997},{"id":"https://openalex.org/keywords/forest-management","display_name":"Forest management","score":0.46674567461013794},{"id":"https://openalex.org/keywords/forest-structure","display_name":"Forest structure","score":0.42614176869392395},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34035971760749817},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.3094737231731415},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2822825312614441},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.11994004249572754}],"concepts":[{"id":"https://openalex.org/C147103442","wikidata":"https://www.wikidata.org/wiki/Q1423188","display_name":"Forest inventory","level":3,"score":0.7987886071205139},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.7131989002227783},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6767795085906982},{"id":"https://openalex.org/C2775841215","wikidata":"https://www.wikidata.org/wiki/Q47572","display_name":"Sustainable forest management","level":3,"score":0.629420280456543},{"id":"https://openalex.org/C129536444","wikidata":"https://www.wikidata.org/wiki/Q1354045","display_name":"Foothills","level":2,"score":0.6229220032691956},{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.6087296605110168},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.5545962452888489},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5090022087097168},{"id":"https://openalex.org/C2778551664","wikidata":"https://www.wikidata.org/wiki/Q25618","display_name":"Larch","level":2,"score":0.47420933842658997},{"id":"https://openalex.org/C28631016","wikidata":"https://www.wikidata.org/wiki/Q372561","display_name":"Forest management","level":2,"score":0.46674567461013794},{"id":"https://openalex.org/C2983469836","wikidata":"https://www.wikidata.org/wiki/Q4421","display_name":"Forest structure","level":3,"score":0.42614176869392395},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34035971760749817},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.3094737231731415},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2822825312614441},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.11994004249572754},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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":1,"locations":[{"id":"doi:10.1109/igarss.2002.1026102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2002.1026102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W64566671","https://openalex.org/W1542237221","https://openalex.org/W1995945562","https://openalex.org/W2040112175","https://openalex.org/W2089052758","https://openalex.org/W2118948286","https://openalex.org/W2130997829","https://openalex.org/W2142566196","https://openalex.org/W2159621004","https://openalex.org/W2175587221","https://openalex.org/W2499917808"],"related_works":["https://openalex.org/W2584449615","https://openalex.org/W4389038605","https://openalex.org/W2183914507","https://openalex.org/W2148945890","https://openalex.org/W1983585394","https://openalex.org/W2108461742","https://openalex.org/W3088563418","https://openalex.org/W3043127788","https://openalex.org/W2383708163","https://openalex.org/W2947759469"],"abstract_inverted_index":{"Forest":[0],"biomass":[1,45,90,111,119,144,185,194,227],"information":[2],"is":[3,100],"needed":[4],"for":[5,15,41,55,157,170,202],"reporting":[6],"of":[7,10,28,51,58,72,197],"selected":[8],"indicators":[9],"sustainable":[11],"forest":[12,22,44,89,184],"management":[13],"and":[14,21,113,161,188,200,205,216],"models":[16],"that":[17,99,125,151,220],"estimate":[18,88,143],"carbon":[19],"budgets":[20],"productivity,":[23],"particularly":[24],"within":[25],"the":[26,35,52,66,81,104,192],"context":[27],"a":[29,39,76],"changing":[30],"climate.":[31],"In":[32],"collaboration":[33],"with":[34,163,195],"Canadian":[36],"Space":[37],"Agency,":[38],"strategy":[40,74],"mapping":[42],"Canada's":[43],"has":[46],"been":[47,92],"developed":[48,93,138],"as":[49,122],"part":[50],"Earth":[53],"Observation":[54],"Sustainable":[56],"Development":[57],"Forests":[59],"(EOSD)":[60],"project.":[61],"This":[62],"paper":[63],"reports":[64],"on":[65],"results":[67],"derived":[68,131],"from":[69,132,139,153,213],"an":[70,164],"application":[71],"this":[73],"to":[75,87,103,128,142,155,191,223],"pilot":[77],"study":[78],"area":[79],"in":[80,226],"Foothills":[82],"Model":[83],"Forest,":[84],"Alberta.":[85],"Methods":[86],"have":[91],"using":[94],"tree-level":[95],"inventory":[96,140,215],"plot":[97],"data":[98,124,141],"then":[101],"extrapolated":[102],"stand":[105,114,129],"level":[106],"by":[107],"statistical":[108],"relationships":[109],"between":[110],"density":[112,145],"structural":[115],"characteristics.":[116],"These":[117],"ground-based":[118],"estimates":[120],"serve":[121],"source":[123],"are":[126],"related":[127],"structure":[130],"classified":[133],"Landsat":[134],"TM":[135],"data.":[136],"Models":[137],"attained":[146],"adjusted":[147],"R/sup":[148],"2/":[149],"values":[150,196],"ranged":[152],"0.60":[154],"0.77":[156],"5":[158],"species":[159,172],"groups,":[160],"tests":[162],"independent":[165],"validation":[166],"sample":[167],"compared":[168],"favourably":[169],"all":[171],"(deciduous,":[173],"lodgepole":[174],"pine,":[175],"mixed":[176,206],"species,":[177,207],"white":[178],"spruce/fir),":[179],"except":[180],"black":[181],"spruce/larch.":[182],"Landsat-derived":[183],"was":[186],"statistically":[187],"moderately":[189],"correlated":[190],"inventory-derived":[193],"0.63,":[198],"0.68,":[199],"0.70":[201],"conifer,":[203],"deciduous,":[204],"respectively.":[208],"Research":[209],"areas":[210],"were":[211],"identified":[212],"both":[214],"remote":[217],"sensing":[218],"perspectives":[219],"will":[221],"lead":[222],"incremental":[224],"improvements":[225],"estimation.":[228]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}