{"id":"https://openalex.org/W2127468561","doi":"https://doi.org/10.1109/tgrs.2008.2002026","title":"A Statistical Framework for the Sensitivity Analysis of Radiative Transfer Models","display_name":"A Statistical Framework for the Sensitivity Analysis of Radiative Transfer Models","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2127468561","doi":"https://doi.org/10.1109/tgrs.2008.2002026","mag":"2127468561"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2008.2002026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2008.2002026","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5086512505","display_name":"Robin D. Morris","orcid":"https://orcid.org/0000-0002-0784-8237"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]},{"id":"https://openalex.org/I143663144","display_name":"Research Institute for Advanced Computer Science","ror":"https://ror.org/022qmyy53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1329765538","https://openalex.org/I143663144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Robin D. Morris","raw_affiliation_strings":["Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA","[Res. Inst. for Adv. Comput. Sci., Univ. Space Res. Assoc., Mountain View, CA]"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"[Res. Inst. for Adv. Comput. Sci., Univ. Space Res. Assoc., Mountain View, CA]","institution_ids":["https://openalex.org/I143663144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084972434","display_name":"Athanasios Kottas","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athanasios Kottas","raw_affiliation_strings":["Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA","[Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"[Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA, USA]","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072937379","display_name":"Matthew A. Taddy","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Taddy","raw_affiliation_strings":["Graduate School of Business, University of Chicago, Chicago, IL, USA","Graduate School of Business, University of Chicago, Chicago IL, USA"],"affiliations":[{"raw_affiliation_string":"Graduate School of Business, University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Graduate School of Business, University of Chicago, Chicago IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068335450","display_name":"Roberto Furfaro","orcid":"https://orcid.org/0000-0001-6076-8992"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roberto Furfaro","raw_affiliation_strings":["Department of Aerospace and Mechanical Engineering, University of Arizona Tucson, Tucson, AZ, USA","[Department of AeroSpace and Mechanical Engineering, University of Arizona Tucson, Tucson, AZ, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Aerospace and Mechanical Engineering, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"[Department of AeroSpace and Mechanical Engineering, University of Arizona Tucson, Tucson, AZ, USA]","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048710326","display_name":"B. D. Ganapol","orcid":"https://orcid.org/0000-0002-9938-1426"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry D. Ganapol","raw_affiliation_strings":["Department of Hydrology and Water Resources, University of Arizona Tucson, Tucson, AZ, USA","[Department of Hydrology and Water Resources, University of Arizona Tucson, Tucson, AZ, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Hydrology and Water Resources, University of Arizona Tucson, Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"[Department of Hydrology and Water Resources, University of Arizona Tucson, Tucson, AZ, USA]","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086512505"],"corresponding_institution_ids":["https://openalex.org/I143663144","https://openalex.org/I185103710"],"apc_list":null,"apc_paid":null,"fwci":1.3059,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.81320567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"46","issue":"12","first_page":"4062","last_page":"4074"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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":0.9997000098228455,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.7637166976928711},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.6596922874450684},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6189970374107361},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6068871021270752},{"id":"https://openalex.org/keywords/atmospheric-radiative-transfer-codes","display_name":"Atmospheric radiative transfer codes","score":0.5754258632659912},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.5413759350776672},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5303106307983398},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47693246603012085},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4761804938316345},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42698508501052856},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.42295798659324646},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42119282484054565},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.41443705558776855},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.37403905391693115},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16203594207763672},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11190670728683472}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7637166976928711},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.6596922874450684},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6189970374107361},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068871021270752},{"id":"https://openalex.org/C199390426","wikidata":"https://www.wikidata.org/wiki/Q2353151","display_name":"Atmospheric radiative transfer codes","level":3,"score":0.5754258632659912},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.5413759350776672},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5303106307983398},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47693246603012085},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4761804938316345},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42698508501052856},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.42295798659324646},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42119282484054565},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.41443705558776855},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.37403905391693115},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16203594207763672},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11190670728683472},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2008.2002026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2008.2002026","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.602.4804","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.602.4804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://faculty.chicagobooth.edu/matt.taddy/research/IEEEsens.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W141831462","https://openalex.org/W188908432","https://openalex.org/W196162695","https://openalex.org/W1587288544","https://openalex.org/W1670433943","https://openalex.org/W1746819321","https://openalex.org/W1973333099","https://openalex.org/W1998523300","https://openalex.org/W2000542749","https://openalex.org/W2018044188","https://openalex.org/W2019038438","https://openalex.org/W2025199302","https://openalex.org/W2027319489","https://openalex.org/W2038669746","https://openalex.org/W2058214432","https://openalex.org/W2066612219","https://openalex.org/W2069292470","https://openalex.org/W2077993284","https://openalex.org/W2081179181","https://openalex.org/W2083027289","https://openalex.org/W2097441841","https://openalex.org/W2098043077","https://openalex.org/W2099155293","https://openalex.org/W2113498661","https://openalex.org/W2115049406","https://openalex.org/W2119513445","https://openalex.org/W2124672952","https://openalex.org/W2130416410","https://openalex.org/W2131126673","https://openalex.org/W2132406085","https://openalex.org/W2136878764","https://openalex.org/W2148186985","https://openalex.org/W2154536917","https://openalex.org/W2168244392","https://openalex.org/W2169297506","https://openalex.org/W2284239051","https://openalex.org/W3034954823","https://openalex.org/W4211049957","https://openalex.org/W4239692665","https://openalex.org/W4243645092","https://openalex.org/W4249478621","https://openalex.org/W4249753629","https://openalex.org/W6637248084","https://openalex.org/W6695621245"],"related_works":["https://openalex.org/W2377212262","https://openalex.org/W4327748155","https://openalex.org/W2955967599","https://openalex.org/W2549050738","https://openalex.org/W4387208895","https://openalex.org/W1594879216","https://openalex.org/W2388815296","https://openalex.org/W2090659657","https://openalex.org/W216125233","https://openalex.org/W4243776866"],"abstract_inverted_index":{"<para":[0],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[1],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[2],"Process":[3],"models":[4],"are":[5,36,114,232,239,260],"widely":[6],"used":[7],"tools,":[8],"both":[9],"for":[10,234],"studying":[11,162],"fundamental":[12],"processes":[13],"themselves":[14],"and":[15,56,59,121,123,135,194,247],"as":[16,52,75,168],"elements":[17],"of":[18,30,67,78,107,147,184,204],"larger":[19],"system":[20],"studies.":[21],"A":[22],"radiative":[23],"transfer":[24],"model":[25,41,97],"(RTM)":[26],"simulates":[27],"the":[28,61,65,68,79,82,85,89,94,105,144,151,164,169,179,191,205,214,224,229,242],"interaction":[29],"light":[31,42],"with":[32,244,254],"a":[33,45,140,175,209],"medium.":[34],"We":[35,92,138,207,221],"interested":[37],"in":[38],"RTMs":[39,148],"that":[40,231,259],"reflected":[43],"from":[44],"vegetated":[46],"region.":[47],"Such":[48],"an":[49],"RTM":[50,83,165,215],"takes":[51],"input":[53,180,186],"various":[54],"biospheric":[55],"illumination":[57],"parameters":[58,126],"computes":[60],"upwelling":[62],"radiation":[63],"at":[64,250],"top":[66],"canopy.":[69],"The":[70,155,182,237],"question":[71,152],"we":[72],"address":[73],"is":[74,157,188],"follows:":[76],"Which":[77],"inputs":[80,113,170,230,246],"to":[81,103,143,149,174,213,217,241,262],"has":[84],"greatest":[86],"impact":[87],"on":[88,158],"computed":[90],"observation?":[91],"study":[93,104],"leaf":[95,109,115,130],"canopy":[96,124],"(LCM)":[98],"RTM,":[99],"which":[100],"was":[101],"designed":[102],"feasibility":[106],"observing":[108],"chemistry":[110,116],"remotely.":[111],"Its":[112],"variables":[117],"(chlorophyll,":[118],"water,":[119],"lignin,":[120],"cellulose)":[122],"structural":[125],"(leaf":[127],"area":[128],"index,":[129],"angle":[131],"distribution,":[132],"soil":[133],"reflectance,":[134],"sun":[136],"angle).":[137],"present":[139],"statistical":[141],"approach":[142,225],"sensitivity":[145,160],"analysis":[146],"answer":[150],"previously":[153],"posed.":[154],"focus":[156],"global":[159],"analysis,":[161],"how":[163,223],"output":[166,216,248],"changes":[167],"vary":[171],"continuously":[172],"according":[173],"probability":[176],"distribution":[177],"over":[178],"space.":[181],"influence":[183],"each":[185],"variable":[187],"captured":[189],"through":[190],"\u201cmain":[192],"effects\u201d":[193],"\u201csensitivity":[195],"indices.\u201d":[196],"Direct":[197],"computation":[198],"requires":[199],"extensive":[200],"computationally":[201],"expensive":[202],"runs":[203],"RTM.":[206],"develop":[208],"Gaussian":[210],"process":[211],"approximation":[212],"enable":[218],"efficient":[219],"computation.":[220],"illustrate":[222],"can":[226],"effectively":[227],"determine":[228],"vital":[233],"accurate":[235],"prediction.":[236],"methods":[238],"applied":[240],"LCM":[243],"seven":[245],"obtained":[249],"eight":[251],"wavelengths":[252],"associated":[253],"Moderate-resolution":[255],"Imaging":[256],"Spectroradiometer":[257],"bands":[258],"sensitive":[261],"vegetation.":[263],"</para>":[264]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
