{"id":"https://openalex.org/W7225468034","doi":"https://doi.org/10.1080/17480272.2026.2756528","title":"Evaluating soil-driven decay of preservative-treated wood with short-wave infrared hyperspectral imaging","display_name":"Evaluating soil-driven decay of preservative-treated wood with short-wave infrared hyperspectral imaging","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225468034","doi":"https://doi.org/10.1080/17480272.2026.2756528"},"language":"en","primary_location":{"id":"doi:10.1080/17480272.2026.2756528","doi":"https://doi.org/10.1080/17480272.2026.2756528","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17480272.2026.2756528","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17480272.2026.2756528?needAccess=true","source":{"id":"https://openalex.org/S37840076","display_name":"Wood Material Science and Engineering","issn_l":"1748-0272","issn":["1748-0272","1748-0280"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wood Material Science &amp; Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17480272.2026.2756528?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027942393","display_name":"Arnoud Jochemsen","orcid":"https://orcid.org/0000-0001-6048-9379","observed_orcids":["https://orcid.org/0000-0001-6048-9379"]},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Arnoud Jochemsen","raw_affiliation_strings":["Norwegian University of Life Sciences"],"raw_orcid":"https://orcid.org/0000-0001-6048-9379","affiliations":[{"raw_affiliation_string":"Norwegian University of Life Sciences","institution_ids":["https://openalex.org/I54108979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070241517","display_name":"Gry Alfredsen","orcid":"https://orcid.org/0000-0002-4560-9499","observed_orcids":["https://orcid.org/0000-0002-4560-9499"]},"institutions":[{"id":"https://openalex.org/I4210143403","display_name":"Norwegian Institute of Bioeconomy Research","ror":"https://ror.org/04aah1z61","country_code":"NO","type":"government","lineage":["https://openalex.org/I4210143403"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Gry Alfredsen","raw_affiliation_strings":["Norwegian Institute of Bioeconomy Research"],"raw_orcid":"https://orcid.org/0000-0002-4560-9499","affiliations":[{"raw_affiliation_string":"Norwegian Institute of Bioeconomy Research","institution_ids":["https://openalex.org/I4210143403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021876108","display_name":"I. Burud","orcid":"https://orcid.org/0000-0003-0637-4073","observed_orcids":["https://orcid.org/0000-0003-0637-4073"]},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ingunn Burud","raw_affiliation_strings":["Norwegian University of Life Sciences"],"raw_orcid":"https://orcid.org/0000-0003-0637-4073","affiliations":[{"raw_affiliation_string":"Norwegian University of Life Sciences","institution_ids":["https://openalex.org/I54108979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027942393"],"corresponding_institution_ids":["https://openalex.org/I54108979"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"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":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.6362000107765198,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.6362000107765198,"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/T10484","display_name":"Wood Treatment and Properties","score":0.30000001192092896,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12713","display_name":"Forest Ecology and Biodiversity Studies","score":0.010400000028312206,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect 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/wood-decay","display_name":"wood decay","score":0.8080000281333923},{"id":"https://openalex.org/keywords/preservative-treated-wood","display_name":"preservative-treated wood","score":0.8309999704360962},{"id":"https://openalex.org/keywords/scots-pine-sapwood","display_name":"Scots pine sapwood","score":0.8740000128746033},{"id":"https://openalex.org/keywords/short-wave-infrared-hyperspectral-imaging","display_name":"short-wave infrared hyperspectral imaging","score":0.972000002861023},{"id":"https://openalex.org/keywords/fungal-degradation","display_name":"fungal degradation","score":0.8169999718666077},{"id":"https://openalex.org/keywords/creosote","display_name":"creosote","score":0.7820000052452087},{"id":"https://openalex.org/keywords/preservative-leaching","display_name":"preservative leaching","score":0.9390000104904175},{"id":"https://openalex.org/keywords/mass-loss-prediction","display_name":"mass loss prediction","score":0.7639999985694885},{"id":"https://openalex.org/keywords/lignin","display_name":"lignin","score":0.7789999842643738},{"id":"https://openalex.org/keywords/wood-inspection","display_name":"wood inspection","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8159000277519226},{"id":"https://openalex.org/C2779128174","wikidata":"https://www.wikidata.org/wiki/Q133128","display_name":"Scots pine","level":3,"score":0.7872999906539917},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.7497000098228455},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46939998865127563},{"id":"https://openalex.org/C67031304","wikidata":"https://www.wikidata.org/wiki/Q274579","display_name":"Preservative","level":2,"score":0.4388999938964844},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4251999855041504},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4244000017642975},{"id":"https://openalex.org/C130066347","wikidata":"https://www.wikidata.org/wiki/Q680509","display_name":"Spectroradiometer","level":3,"score":0.38109999895095825},{"id":"https://openalex.org/C7012322","wikidata":"https://www.wikidata.org/wiki/Q6839395","display_name":"Microcosm","level":2,"score":0.3562000095844269},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.3456000089645386},{"id":"https://openalex.org/C157005057","wikidata":"https://www.wikidata.org/wiki/Q220212","display_name":"Monoculture","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3269999921321869},{"id":"https://openalex.org/C5457282","wikidata":"https://www.wikidata.org/wiki/Q7907352","display_name":"VNIR","level":3,"score":0.32420000433921814},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C162356407","wikidata":"https://www.wikidata.org/wiki/Q180809","display_name":"Mass spectrometry","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C2910048773","wikidata":"https://www.wikidata.org/wiki/Q1924659","display_name":"Pinus <genus>","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.2741999924182892},{"id":"https://openalex.org/C40325409","wikidata":"https://www.wikidata.org/wiki/Q2360668","display_name":"Mass spectrum","level":3,"score":0.2694000005722046},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2655999958515167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17480272.2026.2756528","doi":"https://doi.org/10.1080/17480272.2026.2756528","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17480272.2026.2756528","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17480272.2026.2756528?needAccess=true","source":{"id":"https://openalex.org/S37840076","display_name":"Wood Material Science and Engineering","issn_l":"1748-0272","issn":["1748-0272","1748-0280"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wood Material Science &amp; Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/17480272.2026.2756528","doi":"https://doi.org/10.1080/17480272.2026.2756528","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17480272.2026.2756528","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17480272.2026.2756528?needAccess=true","source":{"id":"https://openalex.org/S37840076","display_name":"Wood Material Science and Engineering","issn_l":"1748-0272","issn":["1748-0272","1748-0280"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wood Material Science &amp; Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4390000104904175,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7038032597","display_name":null,"funder_award_id":"357866","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G7539016328","display_name":null,"funder_award_id":"281018","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320336013","display_name":"Norsk institutt for Bio\u00f8konomi","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225468034.pdf","grobid_xml":"https://content.openalex.org/works/W7225468034.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1542860649","https://openalex.org/W1966210451","https://openalex.org/W1981883640","https://openalex.org/W1987074759","https://openalex.org/W2022755025","https://openalex.org/W2028801527","https://openalex.org/W2058075292","https://openalex.org/W2065746048","https://openalex.org/W2067717363","https://openalex.org/W2080925108","https://openalex.org/W2490804316","https://openalex.org/W2761177973","https://openalex.org/W2789858648","https://openalex.org/W2976237415","https://openalex.org/W2999595350","https://openalex.org/W3010011497","https://openalex.org/W3034805614","https://openalex.org/W3109954080","https://openalex.org/W4206462552","https://openalex.org/W4230023405","https://openalex.org/W4285093199","https://openalex.org/W4285388434","https://openalex.org/W4289515928","https://openalex.org/W4290635798","https://openalex.org/W4295978493","https://openalex.org/W4388455129","https://openalex.org/W4400866337","https://openalex.org/W7133550246"],"related_works":["https://openalex.org/W4289515928","https://openalex.org/W6887781739","https://openalex.org/W2094524663","https://openalex.org/W4307669455","https://openalex.org/W1977135433","https://openalex.org/W4285093199","https://openalex.org/W1980442472","https://openalex.org/W7164489234","https://openalex.org/W2166635154","https://openalex.org/W4224229618"],"abstract_inverted_index":{"This":[0,56],"study":[1],"evaluated":[2],"the":[3,36,165],"use":[4],"of":[5,38,45,73,152,169,193],"a":[6,25,88,147],"short-wave":[7],"infrared":[8],"(SWIR)":[9],"hyperspectral":[10,43,179],"camera":[11],"to":[12,31,66,86,123,173],"monitor":[13],"time-dependent":[14],"fungal":[15],"decay":[16,47,98],"in":[17,52,156],"preservative-treated":[18],"and":[19,70,80,107,114],"untreated":[20,115],"Scots":[21,63],"pine":[22,64],"sapwood":[23,65],"over":[24],"year-long":[26],"terrestrial":[27],"microcosm":[28],"(TMC)":[29],"experiment,":[30],"assess":[32],"its":[33],"potential":[34],"for":[35],"inspection":[37,192],"wooden":[39,194],"utility":[40,195],"poles.":[41,196],"Previous":[42],"studies":[44],"wood":[46,116],"focused":[48],"on":[49],"basidiomycete":[50],"monocultures":[51],"sterile":[53],"laboratory":[54],"conditions.":[55],"research":[57],"extended":[58],"that":[59,187],"work":[60],"by":[61],"exposing":[62],"soil,":[67],"without":[68],"treatment":[69],"with":[71,83,127,139,146],"one":[72,81,160],"four":[74],"preservative":[75,162],"treatments":[76],"(creosote,":[77],"two":[78],"oil-based":[79,161],"water-based),":[82],"retentions":[84],"adjusted":[85],"target":[87],"20%":[89],"mass":[90,125,134,144,167],"loss,":[91,126],"not":[92],"commercial":[93],"levels.":[94],"Spectral":[95],"changes":[96],"from":[97],"were":[99],"analysed":[100],"using":[101],"difference":[102],"spectra,":[103],"principal":[104],"component":[105],"analysis,":[106],"partial":[108],"least":[109],"squares":[110],"regression":[111],"(PLSR).":[112],"Treated":[113],"exhibited":[117],"largely":[118],"similar":[119],"spectral":[120,183],"characteristics":[121],"up":[122],"\u223c20%":[124],"an":[128],"increasing":[129],"lignin-related":[130],"contribution":[131],"at":[132],"higher":[133],"loss.":[135],"A":[136],"PLSR":[137],"model":[138],"three":[140],"latent":[141],"variables":[142],"predicted":[143],"loss":[145,168],"root":[148],"mean":[149],"squared":[150],"error":[151],"2.1":[153],"percentage":[154],"points":[155],"replicate":[157],"cross-validation.":[158],"However,":[159],"leached,":[163],"making":[164],"decay-related":[166,182],"those":[170],"specimens":[171],"difficult":[172],"predict.":[174],"Under":[175],"lab":[176],"conditions,":[177],"SWIR":[178],"imaging":[180],"detected":[181],"changes,":[184],"which":[185],"indicates":[186],"it":[188],"could":[189],"eventually":[190],"support":[191]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-08T00:00:00"}
