{"id":"https://openalex.org/W2073594309","doi":"https://doi.org/10.1109/igarss.2010.5651602","title":"Environmental controls on forest chemistry: evaluating and refining foliar chemistry from imaging spectroscopy","display_name":"Environmental controls on forest chemistry: evaluating and refining foliar chemistry from imaging spectroscopy","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2073594309","doi":"https://doi.org/10.1109/igarss.2010.5651602","mag":"2073594309"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2010.5651602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2010.5651602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 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/A5089852186","display_name":"D.G. Goodenough","orcid":"https://orcid.org/0000-0002-8459-7144"},"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/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"David G Goodenough","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, BC, Canada","Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111423745","display_name":"K. Olaf Niemann","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"K. Olaf Niemann","raw_affiliation_strings":["Department of Geography, University of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103466213","display_name":"Geoffrey S. Quinn","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/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Geoffrey S. Quinn","raw_affiliation_strings":["Department of Geography, University of Victoria, Victoria, BC, Canada","Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048030039","display_name":"Ashley Gross","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"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ashley Gross","raw_affiliation_strings":["Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Natural Resources Canada, Pacific Forestry Centre, Victoria, BC, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111054002","display_name":"Kelsey Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kelsey Lang","raw_affiliation_strings":["Department of Computer Science, University of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089852186"],"corresponding_institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10490954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"pnw gtr 394","issue":null,"first_page":"3764","last_page":"3767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987000226974487,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}}],"keywords":[{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5176066160202026},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.47914618253707886},{"id":"https://openalex.org/keywords/forest-ecology","display_name":"Forest ecology","score":0.4603756070137024},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.44525063037872314},{"id":"https://openalex.org/keywords/imaging-spectroscopy","display_name":"Imaging spectroscopy","score":0.4445716142654419},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.443010151386261},{"id":"https://openalex.org/keywords/tree-health","display_name":"Tree health","score":0.42884764075279236},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38265836238861084},{"id":"https://openalex.org/keywords/environmental-chemistry","display_name":"Environmental chemistry","score":0.3665562868118286},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3341638445854187},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.24958887696266174},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2489199936389923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17463696002960205},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.13735347986221313}],"concepts":[{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5176066160202026},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.47914618253707886},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.4603756070137024},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.44525063037872314},{"id":"https://openalex.org/C158479148","wikidata":"https://www.wikidata.org/wiki/Q609991","display_name":"Imaging spectroscopy","level":3,"score":0.4445716142654419},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.443010151386261},{"id":"https://openalex.org/C2778142624","wikidata":"https://www.wikidata.org/wiki/Q7837582","display_name":"Tree health","level":2,"score":0.42884764075279236},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38265836238861084},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.3665562868118286},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3341638445854187},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.24958887696266174},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2489199936389923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17463696002960205},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.13735347986221313},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2010.5651602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2010.5651602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W36040755","https://openalex.org/W96653237","https://openalex.org/W1901756928","https://openalex.org/W1973078770","https://openalex.org/W1976963348","https://openalex.org/W2005073772","https://openalex.org/W2056254247","https://openalex.org/W2072655543","https://openalex.org/W2083955053","https://openalex.org/W2100223768","https://openalex.org/W2102273661","https://openalex.org/W2120372304","https://openalex.org/W2159704966","https://openalex.org/W6601450353"],"related_works":["https://openalex.org/W2371168111","https://openalex.org/W2494809169","https://openalex.org/W1576035430","https://openalex.org/W2324371611","https://openalex.org/W2390392971","https://openalex.org/W3040437776","https://openalex.org/W2742790284","https://openalex.org/W2365319581","https://openalex.org/W1971049653","https://openalex.org/W2566167857"],"abstract_inverted_index":{"The":[0,90],"potential":[1],"for":[2,36],"forest":[3,40,48,54,61],"species":[4],"and":[5,32,65,101],"health":[6,25,55],"inventory":[7],"has":[8],"been":[9],"demonstrated":[10],"through":[11,22,63],"advanced":[12],"imaging":[13],"spectroscopy.":[14],"Variation":[15],"in":[16],"foliar":[17,99,115],"chemistry":[18,41,49,62,70,100],"provides":[19],"the":[20,44,82,87,95,112],"means":[21],"which":[23],"vegetation":[24],"classification":[26],"is":[27],"possible.":[28],"We":[29],"have":[30],"developed":[31],"implemented":[33],"a":[34,79,102],"method":[35],"retrieving":[37],"high":[38],"resolution":[39],"maps.":[42],"Through":[43],"analysis":[45],"of":[46,81,86,98,114],"these":[47],"products":[50],"general":[51],"controls":[52],"over":[53],"were":[56,71],"determined.":[57],"Topography":[58],"significantly":[59],"effects":[60,68],"slope":[64],"aspect.":[66],"Elevation":[67],"on":[69,94,106],"not":[72],"significant":[73],"at":[74],"our":[75],"study":[76,92],"site,":[77],"likely":[78],"reflection":[80],"relatively":[83],"low":[84],"relief":[85],"area":[88],"(~450m).":[89],"following":[91],"reports":[93],"topographic":[96],"control":[97],"validation":[103],"protocol":[104],"based":[105],"empirically":[107],"established":[108],"modeling":[109],"approaches":[110],"to":[111],"estimation":[113],"pigmentation":[116],"from":[117],"reflectance":[118],"responses.":[119]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}