{"id":"https://openalex.org/W4283257312","doi":"https://doi.org/10.3390/s22124652","title":"High-Resolution Hyperspectral Imaging Using Low-Cost Components: Application within Environmental Monitoring Scenarios","display_name":"High-Resolution Hyperspectral Imaging Using Low-Cost Components: Application within Environmental Monitoring Scenarios","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4283257312","doi":"https://doi.org/10.3390/s22124652","pmid":"https://pubmed.ncbi.nlm.nih.gov/35746433"},"language":"en","primary_location":{"id":"doi:10.3390/s22124652","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22124652","pdf_url":"https://www.mdpi.com/1424-8220/22/12/4652/pdf?version=1655791462","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/12/4652/pdf?version=1655791462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076869649","display_name":"Mary B. Stuart","orcid":"https://orcid.org/0000-0002-3187-9164"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mary B. Stuart","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014528065","display_name":"Matthew A. Davies","orcid":"https://orcid.org/0000-0002-3486-3539"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Davies","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065558291","display_name":"Matthew J. Hobbs","orcid":"https://orcid.org/0000-0003-4661-692X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew J. Hobbs","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004688638","display_name":"Tom D. Pering","orcid":"https://orcid.org/0000-0001-6028-308X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom D. Pering","raw_affiliation_strings":["Department of Geography, University of Sheffield, Sheffield S10 2TN, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Sheffield, Sheffield S10 2TN, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045569445","display_name":"A. J. S. McGonigle","orcid":"https://orcid.org/0000-0002-0234-9981"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew J. S. McGonigle","raw_affiliation_strings":["Department of Geography, University of Sheffield, Sheffield S10 2TN, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Sheffield, Sheffield S10 2TN, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030981291","display_name":"Jon R. Willmott","orcid":"https://orcid.org/0000-0002-4242-1204"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jon R. Willmott","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S1 4DE, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030981291"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":11.2916,"has_fulltext":true,"cited_by_count":87,"citation_normalized_percentile":{"value":0.98734786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"22","issue":"12","first_page":"4652","last_page":"4652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9401000142097473,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9737459421157837},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.6917098760604858},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6132876873016357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6003787517547607},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.5114580392837524},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3925408124923706},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3703519403934479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27792903780937195},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1887018382549286},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10739997029304504}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9737459421157837},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.6917098760604858},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6132876873016357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6003787517547607},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.5114580392837524},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3925408124923706},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3703519403934479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27792903780937195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1887018382549286},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10739997029304504},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081862","descriptor_name":"Hyperspectral Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22124652","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22124652","pdf_url":"https://www.mdpi.com/1424-8220/22/12/4652/pdf?version=1655791462","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:35746433","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35746433","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:eprints.whiterose.ac.uk:188261","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:f6a93ca109894bd59667574d049b9f41","is_oa":true,"landing_page_url":"https://doaj.org/article/f6a93ca109894bd59667574d049b9f41","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 12, p 4652 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/12/4652/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22124652","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":"Sensors; Volume 22; Issue 12; Pages: 4652","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9227882","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9227882","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22124652","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22124652","pdf_url":"https://www.mdpi.com/1424-8220/22/12/4652/pdf?version=1655791462","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2292826426","display_name":"DTP 2018-19 University of Sheffield","funder_award_id":"EP/R513313/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3223108992","display_name":null,"funder_award_id":"2117397","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3499525715","display_name":null,"funder_award_id":"EP/R513","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320342","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283257312.pdf","grobid_xml":"https://content.openalex.org/works/W4283257312.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W574811488","https://openalex.org/W1537603675","https://openalex.org/W1971637299","https://openalex.org/W1975444064","https://openalex.org/W1996888404","https://openalex.org/W2010303828","https://openalex.org/W2054480406","https://openalex.org/W2058790311","https://openalex.org/W2059377398","https://openalex.org/W2060985769","https://openalex.org/W2070987495","https://openalex.org/W2077865152","https://openalex.org/W2078375327","https://openalex.org/W2100921418","https://openalex.org/W2148412984","https://openalex.org/W2154411423","https://openalex.org/W2165775912","https://openalex.org/W2236197236","https://openalex.org/W2236283180","https://openalex.org/W2561926337","https://openalex.org/W2902257883","https://openalex.org/W2921950467","https://openalex.org/W2961290969","https://openalex.org/W2977901150","https://openalex.org/W2987475181","https://openalex.org/W3001689964","https://openalex.org/W3023114228","https://openalex.org/W3034264547","https://openalex.org/W3120381743","https://openalex.org/W3130847935","https://openalex.org/W3183179784","https://openalex.org/W3183280063","https://openalex.org/W3185910157","https://openalex.org/W3192036970","https://openalex.org/W4200264412","https://openalex.org/W4214762429","https://openalex.org/W4220983416","https://openalex.org/W4281557545","https://openalex.org/W6756809434","https://openalex.org/W6790665558","https://openalex.org/W6798797464"],"related_works":["https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568","https://openalex.org/W2993874308","https://openalex.org/W2363498374","https://openalex.org/W2152596889","https://openalex.org/W2489600020","https://openalex.org/W1497201623","https://openalex.org/W1549180838"],"abstract_inverted_index":{"High-resolution":[0],"hyperspectral":[1,74,93,122],"imaging":[2,94],"is":[3,98,103],"becoming":[4],"indispensable,":[5],"enabling":[6],"the":[7,67,118],"precise":[8],"detection":[9],"of":[10,56,77,120],"spectral":[11,79],"variations":[12,80],"across":[13,52],"complex,":[14],"spatially":[15],"intricate":[16],"targets.":[17],"However,":[18],"despite":[19],"these":[20],"significant":[21],"benefits,":[22],"currently":[23,68],"available":[24,69],"high-resolution":[25],"set-ups":[26],"are":[27],"typically":[28,86],"prohibitively":[29],"expensive,":[30],"significantly":[31],"limiting":[32,44],"their":[33],"user":[34],"base":[35],"and":[36,48,100],"accessibility.":[37],"These":[38],"limitations":[39],"can":[40],"have":[41],"wider":[42],"implications,":[43],"data":[45],"collection":[46],"opportunities,":[47],"therefore":[49],"our":[50],"knowledge,":[51],"a":[53,63,106,114],"wide":[54],"range":[55],"environments.":[57],"In":[58],"this":[59],"article":[60],"we":[61],"introduce":[62],"low-cost":[64,92,121],"alternative":[65],"to":[66,117],"instrumentation.":[70],"This":[71],"instrument":[72],"provides":[73],"datasets":[75],"capable":[76],"resolving":[78],"in":[81],"mm-scale":[82],"targets,":[83],"that":[84],"cannot":[85],"be":[87],"resolved":[88],"with":[89],"many":[90],"existing":[91],"alternatives.":[95],"Instrument":[96],"metrology":[97],"provided,":[99],"its":[101],"efficacy":[102],"demonstrated":[104],"within":[105],"mineralogy-based":[107],"environmental":[108],"monitoring":[109],"application":[110],"highlighting":[111],"it":[112],"as":[113],"valuable":[115],"addition":[116],"field":[119],"imaging.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}