{"id":"https://openalex.org/W2226310898","doi":null,"title":"Developments in Informal Multi-Criteria Calibration and Uncertainty Estimation in Hydrological Modelling","display_name":"Developments in Informal Multi-Criteria Calibration and Uncertainty Estimation in Hydrological Modelling","publication_year":2014,"publication_date":"2014-08-22","ids":{"openalex":"https://openalex.org/W2226310898","mag":"2226310898"},"language":"en","primary_location":{"id":"pmh:oai:uwspace.uwaterloo.ca:10012/8678","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10012/8678","pdf_url":"https://uwspace.uwaterloo.ca/bitstreams/ce279ca2-d933-4421-b175-8ad4775c2020/download","source":{"id":"https://openalex.org/S4306401661","display_name":"UWSpace (University of Waterloo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I151746483","host_organization_name":"University of Waterloo","host_organization_lineage":["https://openalex.org/I151746483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Doctoral Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://uwspace.uwaterloo.ca/bitstreams/ce279ca2-d933-4421-b175-8ad4775c2020/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032074611","display_name":"M. Shafii Hassanabadi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"M. Shafii Hassanabadi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5032074611"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.00019999999494757503,"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/adhesives","display_name":"adhesives","score":0.6050000190734863},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.6790000200271606},{"id":"https://openalex.org/keywords/predictive-uncertainty-estimation","display_name":"predictive uncertainty estimation","score":0.8320000171661377},{"id":"https://openalex.org/keywords/distributed-hydrological-model","display_name":"distributed hydrological model","score":0.8149999976158142},{"id":"https://openalex.org/keywords/parameter-uncertainty","display_name":"parameter uncertainty","score":0.5870000123977661},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.8090000152587891},{"id":"https://openalex.org/keywords/mcmc-sampling","display_name":"MCMC sampling","score":0.8230000138282776},{"id":"https://openalex.org/keywords/uncertainty-bounds","display_name":"uncertainty bounds","score":0.5389999747276306},{"id":"https://openalex.org/keywords/model-calibration","display_name":"model calibration","score":0.4729999899864197},{"id":"https://openalex.org/keywords/hydrological-modeling","display_name":"hydrological modeling","score":0.3479999899864197},{"id":"https://openalex.org/keywords/model-structure-uncertainty","display_name":"model structure uncertainty","score":0.3109999895095825}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6376854181289673},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5651370286941528},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47835272550582886},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.4215553402900696},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3816061317920685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36537641286849976},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33700448274612427},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.320160448551178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22255024313926697},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21160462498664856},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1917300820350647},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.16253793239593506}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:uwspace.uwaterloo.ca:10012/8678","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10012/8678","pdf_url":"https://uwspace.uwaterloo.ca/bitstreams/ce279ca2-d933-4421-b175-8ad4775c2020/download","source":{"id":"https://openalex.org/S4306401661","display_name":"UWSpace (University of Waterloo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I151746483","host_organization_name":"University of Waterloo","host_organization_lineage":["https://openalex.org/I151746483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Doctoral Thesis"},{"id":"mag:2226310898","doi":null,"is_oa":false,"landing_page_url":"https://uwspace.uwaterloo.ca/bitstream/10012/8678/1/Shafiihassanabadi_Mahyar.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:uwspace.uwaterloo.ca:10012/8678","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10012/8678","pdf_url":"https://uwspace.uwaterloo.ca/bitstreams/ce279ca2-d933-4421-b175-8ad4775c2020/download","source":{"id":"https://openalex.org/S4306401661","display_name":"UWSpace (University of Waterloo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I151746483","host_organization_name":"University of Waterloo","host_organization_lineage":["https://openalex.org/I151746483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Doctoral Thesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.6618000268936157,"display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2226310898.pdf","grobid_xml":"https://content.openalex.org/works/W2226310898.grobid-xml"},"referenced_works_count":139,"referenced_works":["https://openalex.org/W1485785177","https://openalex.org/W1486416230","https://openalex.org/W1490048247","https://openalex.org/W1493653825","https://openalex.org/W1505007762","https://openalex.org/W1511082759","https://openalex.org/W1514248671","https://openalex.org/W1514957900","https://openalex.org/W1518521257","https://openalex.org/W1525375343","https://openalex.org/W1527594523","https://openalex.org/W1528989240","https://openalex.org/W1535875888","https://openalex.org/W1538298421","https://openalex.org/W1544278534","https://openalex.org/W1574940769","https://openalex.org/W1579788486","https://openalex.org/W1588946961","https://openalex.org/W1590485829","https://openalex.org/W1591917947","https://openalex.org/W1595159159","https://openalex.org/W1597114888","https://openalex.org/W1606458208","https://openalex.org/W1615539232","https://openalex.org/W1754423787","https://openalex.org/W1874609171","https://openalex.org/W1909649765","https://openalex.org/W1938086845","https://openalex.org/W1942934012","https://openalex.org/W1965776712","https://openalex.org/W1966017656","https://openalex.org/W1967049326","https://openalex.org/W1967550943","https://openalex.org/W1971236297","https://openalex.org/W1971737273","https://openalex.org/W1972387514","https://openalex.org/W1973306294","https://openalex.org/W1974473926","https://openalex.org/W1975743221","https://openalex.org/W1976122240","https://openalex.org/W1979282872","https://openalex.org/W1980570628","https://openalex.org/W1981320000","https://openalex.org/W1982534657","https://openalex.org/W1983083246","https://openalex.org/W1983724666","https://openalex.org/W1987017697","https://openalex.org/W1991211136","https://openalex.org/W1991921673","https://openalex.org/W1996190897","https://openalex.org/W2002680866","https://openalex.org/W2004429552","https://openalex.org/W2005885138","https://openalex.org/W2009680644","https://openalex.org/W2011752507","https://openalex.org/W2011814206","https://openalex.org/W2012798851","https://openalex.org/W2014017508","https://openalex.org/W2019184524","https://openalex.org/W2020282148","https://openalex.org/W2020999234","https://openalex.org/W2028968857","https://openalex.org/W2029302045","https://openalex.org/W2029868168","https://openalex.org/W2030105557","https://openalex.org/W2031846852","https://openalex.org/W2033904036","https://openalex.org/W2036056913","https://openalex.org/W2036088205","https://openalex.org/W2039155799","https://openalex.org/W2040117584","https://openalex.org/W2041657053","https://openalex.org/W2045699194","https://openalex.org/W2056760934","https://openalex.org/W2060067966","https://openalex.org/W2070084684","https://openalex.org/W2070779353","https://openalex.org/W2072218220","https://openalex.org/W2072434031","https://openalex.org/W2077620568","https://openalex.org/W2079976398","https://openalex.org/W2082856185","https://openalex.org/W2089678632","https://openalex.org/W2092568256","https://openalex.org/W2099023530","https://openalex.org/W2099329408","https://openalex.org/W2100936618","https://openalex.org/W2101473977","https://openalex.org/W2101589741","https://openalex.org/W2104239815","https://openalex.org/W2107033896","https://openalex.org/W2108604227","https://openalex.org/W2114291377","https://openalex.org/W2115345337","https://openalex.org/W2117152638","https://openalex.org/W2117546666","https://openalex.org/W2119179880","https://openalex.org/W2119839985","https://openalex.org/W2119852715","https://openalex.org/W2120138297","https://openalex.org/W2121124177","https://openalex.org/W2122932621","https://openalex.org/W2123677000","https://openalex.org/W2124307977","https://openalex.org/W2124738823","https://openalex.org/W2126105956","https://openalex.org/W2126171847","https://openalex.org/W2126658193","https://openalex.org/W2133837084","https://openalex.org/W2135267747","https://openalex.org/W2135393877","https://openalex.org/W2136796925","https://openalex.org/W2138309709","https://openalex.org/W2139377720","https://openalex.org/W2140396942","https://openalex.org/W2145635192","https://openalex.org/W2146495904","https://openalex.org/W2147938188","https://openalex.org/W2148774617","https://openalex.org/W2150668245","https://openalex.org/W2151020214","https://openalex.org/W2151729750","https://openalex.org/W2155633525","https://openalex.org/W2156273867","https://openalex.org/W2157539439","https://openalex.org/W2158662288","https://openalex.org/W2162711556","https://openalex.org/W2162944439","https://openalex.org/W2168134317","https://openalex.org/W2168458287","https://openalex.org/W2169639915","https://openalex.org/W2169744906","https://openalex.org/W2170307512","https://openalex.org/W2170396766","https://openalex.org/W2171331559","https://openalex.org/W2323265878","https://openalex.org/W2568283272","https://openalex.org/W3210229996","https://openalex.org/W4244985180"],"related_works":["https://openalex.org/W3021819017","https://openalex.org/W3010371742","https://openalex.org/W1536607593","https://openalex.org/W3019401921","https://openalex.org/W2803554929","https://openalex.org/W2592407215","https://openalex.org/W6941306882","https://openalex.org/W3022062389","https://openalex.org/W2906459833","https://openalex.org/W2276450247"],"abstract_inverted_index":{"Hydrologic":[0],"modelling":[1],"has":[2,13,185],"benefited":[3],"from":[4,336],"significant":[5],"developments":[6,603],"over":[7],"the":[8,16,31,51,55,74,85,129,134,174,196,199,232,260,294,314,318,323,337,354,361,370,393,398,405,411,417,435,475,480,485,504,526,564,574,591,595,598,602],"past":[9,135,183],"two":[10,136,520],"decades,":[11],"which":[12,583],"led":[14],"to":[15,53,73,90,99,119,147,275,280,312,352,383,489,510,567,593,615],"development":[17],"of":[18,33,57,131,151,161,231,302,308,317,325,372,380,416,437,460,495,537,544,582,597,620,627],"distributed":[19,641],"hydrologic":[20,35,516,579,642],"models.":[21,36,643],"Parameter":[22],"adjustment,":[23],"or":[24],"model":[25,58,303,373,481,499],"calibration,":[26],"is":[27,111,140,164,180,284,311,426,458,501,531,630],"extremely":[28],"important":[29],"in":[30,78,107,133,173,208,219,259,264,364,414,421,442,498,551,573,605],"application":[32],"these":[34,88,429,559,628],"Multi-criteria":[37],"calibration":[38,80,92,103,193,455,476,500,553,616],"schemes":[39],"and":[40,43,68,94,104,170,216,346,391,466,519,540,546,611,617],"several":[41],"formal":[42,67],"informal":[44,69,101,116,152],"predictive":[45,75],"uncertainty":[46,76,105,153,315,371,618],"estimation":[47,77,106,154,619],"methodologies":[48],"are":[49,339,344,350,409,584,588,608],"among":[50,123,410,434],"approaches":[52,70,566],"improve":[54,100,313,474],"results":[56,200,236,358,477,556],"calibration.":[59],"Moreover,":[60,401],"literature":[61,184,338,486],"indicates":[62],"a":[63,114,178,240,249,267,288,298,377,452,492,535,549],"general":[64],"agreement":[65],"between":[66,87,168],"with":[71,266,287],"respect":[72],"single-criterion":[79],"cases.":[81,221],"This":[82],"research":[83,163,310,449,506,607],"extends":[84],"comparison":[86,167,179],"techniques":[89],"multi-criteria":[91,102,175,220,347],"cases,":[93],"furthermore,":[95],"proposes":[96],"new":[97,341,430],"ideas":[98],"hydrological":[108,124,468,496,529],"modelling.":[109],"GLUE":[110,169,215,228,281,320,381,444],"selected":[112],"as":[113,155,548,639],"candidate":[115],"methodology":[117],"due":[118],"its":[120],"extreme":[121],"popularity":[122],"modellers,":[125],"i.e.,":[126],"based":[127,396],"on":[128,187,397,534],"number":[130,301,494],"applications":[132],"decades.":[137],"However,":[138,235,484,601,624],"it":[139,283,402,425],"hypothesized":[141],"that":[142,202,239,360,404,428,457,488,558],"improvements":[143],"can":[144,204,473,612],"be":[145,205,276,432,613],"applied":[146,614],"other":[148],"certain":[149],"types":[150],"well.":[156],"\\n":[157,305,446,577],"\\nThe":[158],"first":[159],"contribution":[160,307],"this":[162,309,422,448,606],"an":[165,277],"in-depth":[166],"Bayesian":[171,217,222,242,290],"inference":[172,218,223],"context.":[176],"Such":[177],"novel":[181],"because":[182],"focused":[186],"comparisons":[188],"for":[189,632],"only":[190],"single":[191,250],"criterion":[192,550],"studies.":[194],"Unlike":[195],"previous":[197],"research,":[198],"show":[201,557],"there":[203],"considerable":[206],"differences":[207],"hydrograph":[209],"prediction":[210,261],"intervals":[211],"generated":[212],"by":[213,322,478],"traditional":[214,319,565],"performs":[224],"more":[225,633],"satisfactorily":[226],"than":[227,563],"along":[229],"most":[230,415,581],"comparative":[233],"measures.":[234],"also":[237,450],"reveal":[238],"standard":[241,463,521],"formulation":[243],"(i.e.,":[244],"aggregating":[245],"all":[246],"uncertainties":[247],"into":[248],"additive":[251],"error":[252],"term)":[253],"may":[254],"not":[255],"demonstrate":[256],"perfect":[257],"reliability":[258],"mode.":[262],"Furthermore,":[263],"cases":[265],"limited":[268],"computational":[269],"budget,":[270],"non-converged":[271],"MCMC":[272,296],"sampling":[273],"proves":[274,382],"appropriate":[278],"alternative":[279,326],"since":[282],"reasonably":[285],"consistent":[286,570],"fully-converged":[289,295],"approach,":[291],"even":[292],"though":[293],"requires":[297],"substantially":[299],"larger":[300],"evaluations.":[304],"\\nAnother":[306],"bounds":[316],"approach":[321],"exploration":[324],"behavioural":[327,332,365,387,438],"solution":[328,333,366,388,439],"identification":[329,334,367,389,440],"strategies.":[330,600],"Multiple":[331],"strategies":[335,343,368,390,408,431,441],"evaluated,":[340],"objective":[342,407],"developed,":[345],"decision-making":[348],"concepts":[349,509],"utilized":[351,547],"select":[353],"best":[355,394,412],"strategy.":[356],"The":[357,555],"indicate":[359],"subjectivity":[362],"involved":[363],"impacts":[369],"outcome.":[374],"More":[375],"importantly,":[376],"robust":[378],"implementation":[379],"require":[384],"comparing":[385],"multiple":[386,552],"choosing":[392],"one":[395],"modeller\u2019s":[399],"priorities.":[400],"appears":[403],"proposed":[406,505,527],"options":[413],"case":[418],"studies":[419],"investigated":[420],"research.":[423],"Thus,":[424],"recommended":[427],"considered":[433],"set":[436,536],"future":[443],"applications.":[445],"\\nLastly,":[447],"develops":[451],"full":[453],"optimization-based":[454],"framework":[456],"capable":[459],"utilizing":[461],"both":[462],"goodness-of-fit":[464,523],"measures":[465,539],"many":[467,512],"signatures":[469,472,497],"simultaneously.":[470],"These":[471],"constraining":[479],"outcome":[482],"hydrologically.":[483],"shows":[487],"simultaneously":[490],"apply":[491],"large":[493],"challenging.":[502],"Therefore,":[503],"adopts":[507],"optimization":[508],"accommodate":[511],"criteria":[513],"(including":[514],"13":[515],"signature-based":[517,538],"objectives":[518],"statistical":[522],"measures).":[524],"In":[525],"framework,":[528],"consistency":[530],"quantified":[532],"(based":[533],"their":[541],"desired":[542],"level":[543],"acceptability)":[545],"formulations.":[554],"formulations":[560],"perform":[561],"better":[562],"locate":[568],"hydrologically":[569],"parameter":[571],"sets":[572],"search":[575],"space.":[576],"\\nDifferent":[578],"models,":[580,587,637],"conceptual":[585],"rainfall-runoff":[586],"used":[589],"throughout":[590],"thesis":[592],"evaluate":[594],"performance":[596],"developed":[599],"explored":[604],"typically":[609],"simulation-model-independent":[610],"any":[621],"environmental":[622],"model.":[623],"further":[625],"testing":[626],"methods":[629],"warranted":[631],"computationally":[634],"intensive":[635],"simulation":[636],"such":[638],"fully":[640]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
