Publication Information

{'id': 'https://openalex.org/W2782689178', 'doi': 'https://doi.org/10.1002/2017wr020403', 'title': 'A Bayesian Hierarchical Approach to Multivariate Nonstationary Hydrologic Frequency Analysis', 'display_name': 'A Bayesian Hierarchical Approach to Multivariate Nonstationary Hydrologic Frequency Analysis', 'publication_year': 2018, 'publication_date': '2018-01-01', 'ids': {'openalex': 'https://openalex.org/W2782689178', 'doi': 'https://doi.org/10.1002/2017wr020403', 'mag': '2782689178'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1002/2017wr020403', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S204847658', 'display_name': 'Water Resources Research', 'issn_l': '0043-1397', 'issn': ['0043-1397', '1944-7973'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': 'https://pdxscholar.library.pdx.edu/cgi/viewcontent.cgi?article=1447&context=cengin_fac', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5014493371', 'display_name': 'Cameron Bracken', 'orcid': 'https://orcid.org/0000-0003-1917-402X'}, 'institutions': [{'id': 'https://openalex.org/I1294273899', 'display_name': 'Bonneville Power Administration', 'ror': 'https://ror.org/05mb2ak88', 'country_code': 'US', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I1294273899']}], 'countries': ['US'], 'is_corresponding': True, 'raw_author_name': 'C. Bracken', 'raw_affiliation_strings': ['Bonneville Power Administration, Portland, OR, USA'], 'affiliations': [{'raw_affiliation_string': 'Bonneville Power Administration, Portland, OR, USA', 'institution_ids': ['https://openalex.org/I1294273899']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5082246409', 'display_name': 'Kathleen D. Holman', 'orcid': 'https://orcid.org/0000-0003-1581-2418'}, 'institutions': [{'id': 'https://openalex.org/I1322540875', 'display_name': 'United States Bureau of Reclamation', 'ror': 'https://ror.org/00ezrrm21', 'country_code': 'US', 'type': 'government', 'lineage': ['https://openalex.org/I1322540875', 'https://openalex.org/I1335927249']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'K. D. Holman', 'raw_affiliation_strings': ['Bureau of Reclamation, Technical Service Center, Denver, CO, USA'], 'affiliations': [{'raw_affiliation_string': 'Bureau of Reclamation, Technical Service Center, Denver, CO, USA', 'institution_ids': ['https://openalex.org/I1322540875']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5089004731', 'display_name': 'Balaji Rajagopalan', 'orcid': 'https://orcid.org/0000-0002-6883-7240'}, 'institutions': [{'id': 'https://openalex.org/I188538660', 'display_name': 'University of Colorado Boulder', 'ror': 'https://ror.org/02ttsq026', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I188538660']}, {'id': 'https://openalex.org/I161675122', 'display_name': 'Cooperative Institute for Research in Environmental Sciences', 'ror': 'https://ror.org/00bdqav06', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I1308126019', 'https://openalex.org/I1343035065', 'https://openalex.org/I161675122', 'https://openalex.org/I188538660', 'https://openalex.org/I2802992173']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'B. Rajagopalan', 'raw_affiliation_strings': ['Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, CO, USA', 'Department of Civil, Environmental, and Architectural Engineering, University of Colorado at Boulder, Boulder, CO, USA'], 'affiliations': [{'raw_affiliation_string': 'Department of Civil, Environmental, and Architectural Engineering, University of Colorado at Boulder, Boulder, CO, USA', 'institution_ids': ['https://openalex.org/I188538660']}, {'raw_affiliation_string': 'Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, CO, USA', 'institution_ids': ['https://openalex.org/I161675122']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5037342105', 'display_name': 'Hamid Moradkhani', 'orcid': 'https://orcid.org/0000-0002-2889-999X'}, 'institutions': [{'id': 'https://openalex.org/I126345244', 'display_name': 'Portland State University', 'ror': 'https://ror.org/00yn2fy02', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I126345244']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'H. Moradkhani', 'raw_affiliation_strings': ['Department of Civil and Environmental Engineering, Portland State University, Portland, OR, USA'], 'affiliations': [{'raw_affiliation_string': 'Department of Civil and Environmental Engineering, Portland State University, Portland, OR, USA', 'institution_ids': ['https://openalex.org/I126345244']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 5, 'corresponding_author_ids': ['https://openalex.org/A5014493371'], 'corresponding_institution_ids': ['https://openalex.org/I1294273899'], 'apc_list': {'value': 3000, 'currency': 'USD', 'value_usd': 3000, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 6.237, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 106, 'citation_normalized_percentile': {'value': 0.999945, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 98, 'max': 99}, 'biblio': {'volume': '54', 'issue': '1', 'first_page': '243', 'last_page': '255'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11186', 'display_name': 'Hydrology and Drought Analysis', 'score': 0.9996, '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'}}, 'topics': [{'id': 'https://openalex.org/T11186', 'display_name': 'Hydrology and Drought Analysis', 'score': 0.9996, '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/T10029', 'display_name': 'Climate variability and models', 'score': 0.9995, '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/T10330', 'display_name': 'Hydrology and Watershed Management Studies', 'score': 0.9976, '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'}}], 'keywords': [{'id': 'https://openalex.org/keywords/frequency-analysis', 'display_name': 'Frequency analysis', 'score': 0.53273684}, {'id': 'https://openalex.org/keywords/return-period', 'display_name': 'Return period', 'score': 0.4704957}], 'concepts': [{'id': 'https://openalex.org/C161584116', 'wikidata': 'https://www.wikidata.org/wiki/Q1952580', 'display_name': 'Multivariate statistics', 'level': 2, 'score': 0.6892282}, {'id': 'https://openalex.org/C154808844', 'wikidata': 'https://www.wikidata.org/wiki/Q2033747', 'display_name': 'Pacific decadal oscillation', 'level': 3, 'score': 0.6499749}, {'id': 'https://openalex.org/C169707849', 'wikidata': 'https://www.wikidata.org/wiki/Q1617240', 'display_name': 'Generalized extreme value distribution', 'level': 3, 'score': 0.64586776}, {'id': 'https://openalex.org/C107673813', 'wikidata': 'https://www.wikidata.org/wiki/Q812534', 'display_name': 'Bayesian probability', 'level': 2, 'score': 0.5861421}, {'id': 'https://openalex.org/C17618745', 'wikidata': 'https://www.wikidata.org/wiki/Q207509', 'display_name': 'Copula (linguistics)', 'level': 2, 'score': 0.5411678}, {'id': 'https://openalex.org/C97118885', 'wikidata': 'https://www.wikidata.org/wiki/Q565636', 'display_name': 'Frequency analysis', 'level': 2, 'score': 0.53273684}, {'id': 'https://openalex.org/C75007070', 'wikidata': 'https://www.wikidata.org/wiki/Q2627230', 'display_name': 'Return period', 'level': 3, 'score': 0.4704957}, {'id': 'https://openalex.org/C177384507', 'wikidata': 'https://www.wikidata.org/wiki/Q1149000', 'display_name': 'Multivariate normal distribution', 'level': 3, 'score': 0.46913832}, {'id': 'https://openalex.org/C18653775', 'wikidata': 'https://www.wikidata.org/wiki/Q1333358', 'display_name': 'Joint probability distribution', 'level': 2, 'score': 0.4628448}, {'id': 'https://openalex.org/C49204034', 'wikidata': 'https://www.wikidata.org/wiki/Q52139', 'display_name': 'Climatology', 'level': 1, 'score': 0.44619823}, {'id': 'https://openalex.org/C39432304', 'wikidata': 'https://www.wikidata.org/wiki/Q188847', 'display_name': 'Environmental science', 'level': 0, 'score': 0.4411618}, {'id': 'https://openalex.org/C191413810', 'wikidata': 'https://www.wikidata.org/wiki/Q17100952', 'display_name': 'Bayesian hierarchical modeling', 'level': 4, 'score': 0.43652445}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.4305207}, {'id': 'https://openalex.org/C147581598', 'wikidata': 'https://www.wikidata.org/wiki/Q729429', 'display_name': 'Extreme value theory', 'level': 2, 'score': 0.417727}, {'id': 'https://openalex.org/C160234255', 'wikidata': 'https://www.wikidata.org/wiki/Q812535', 'display_name': 'Bayesian inference', 'level': 3, 'score': 0.36291653}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.3563714}, {'id': 'https://openalex.org/C149782125', 'wikidata': 'https://www.wikidata.org/wiki/Q160039', 'display_name': 'Econometrics', 'level': 1, 'score': 0.33099788}, {'id': 'https://openalex.org/C205649164', 'wikidata': 'https://www.wikidata.org/wiki/Q1071', 'display_name': 'Geography', 'level': 0, 'score': 0.19295141}, {'id': 'https://openalex.org/C127313418', 'wikidata': 'https://www.wikidata.org/wiki/Q1069', 'display_name': 'Geology', 'level': 0, 'score': 0.18578354}, {'id': 'https://openalex.org/C74256435', 'wikidata': 'https://www.wikidata.org/wiki/Q134052', 'display_name': 'Flood myth', 'level': 2, 'score': 0.13956282}, {'id': 'https://openalex.org/C507956050', 'wikidata': 'https://www.wikidata.org/wiki/Q14524818', 'display_name': 'El Niño Southern Oscillation', 'level': 2, 'score': 0.13522905}, {'id': 'https://openalex.org/C166957645', 'wikidata': 'https://www.wikidata.org/wiki/Q23498', 'display_name': 'Archaeology', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 2, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1002/2017wr020403', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S204847658', 'display_name': 'Water Resources Research', 'issn_l': '0043-1397', 'issn': ['0043-1397', '1944-7973'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://pdxscholar.library.pdx.edu/cengin_fac/433', 'pdf_url': 'https://pdxscholar.library.pdx.edu/cgi/viewcontent.cgi?article=1447&context=cengin_fac', 'source': {'id': 'https://openalex.org/S4377196300', 'display_name': 'PDXScholar  (Portland State University)', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I126345244', 'host_organization_name': 'Portland State University', 'host_organization_lineage': ['https://openalex.org/I126345244'], 'host_organization_lineage_names': ['Portland State University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://pdxscholar.library.pdx.edu/cengin_fac/433', 'pdf_url': 'https://pdxscholar.library.pdx.edu/cgi/viewcontent.cgi?article=1447&context=cengin_fac', 'source': {'id': 'https://openalex.org/S4377196300', 'display_name': 'PDXScholar  (Portland State University)', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I126345244', 'host_organization_name': 'Portland State University', 'host_organization_lineage': ['https://openalex.org/I126345244'], 'host_organization_lineage_names': ['Portland State University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [], 'grants': [{'funder': 'https://openalex.org/F4320332411', 'funder_display_name': 'Bureau of Reclamation', 'award_id': None}], 'datasets': [], 'versions': [], 'referenced_works_count': 60, 'referenced_works': ['https://openalex.org/W1491652293', 'https://openalex.org/W1529896556', 'https://openalex.org/W1543298386', 'https://openalex.org/W1574704979', 'https://openalex.org/W1586313814', 'https://openalex.org/W1622789247', 'https://openalex.org/W1624356652', 'https://openalex.org/W1631022933', 'https://openalex.org/W1828563792', 'https://openalex.org/W1953781065', 'https://openalex.org/W1970957555', 'https://openalex.org/W2000031724', 'https://openalex.org/W2006140829', 'https://openalex.org/W2006605186', 'https://openalex.org/W2008649198', 'https://openalex.org/W2015944892', 'https://openalex.org/W2019483410', 'https://openalex.org/W2028267147', 'https://openalex.org/W2029604816', 'https://openalex.org/W2039160936', 'https://openalex.org/W2047030491', 'https://openalex.org/W2048431029', 'https://openalex.org/W2049688455', 'https://openalex.org/W2052728731', 'https://openalex.org/W2055418432', 'https://openalex.org/W2058905279', 'https://openalex.org/W2061802350', 'https://openalex.org/W2071769383', 'https://openalex.org/W2074519092', 'https://openalex.org/W2083124794', 'https://openalex.org/W2087406343', 'https://openalex.org/W2096128876', 'https://openalex.org/W2120043973', 'https://openalex.org/W2130091784', 'https://openalex.org/W2143559621', 'https://openalex.org/W2148195638', 'https://openalex.org/W2148534890', 'https://openalex.org/W2148650246', 'https://openalex.org/W2152208495', 'https://openalex.org/W2155178670', 'https://openalex.org/W2158521569', 'https://openalex.org/W2159689047', 'https://openalex.org/W2159830737', 'https://openalex.org/W2161413373', 'https://openalex.org/W2162035316', 'https://openalex.org/W2163209546', 'https://openalex.org/W2164072970', 'https://openalex.org/W2164540610', 'https://openalex.org/W2171858348', 'https://openalex.org/W2214181032', 'https://openalex.org/W2463492543', 'https://openalex.org/W2481765017', 'https://openalex.org/W2487397231', 'https://openalex.org/W2536335069', 'https://openalex.org/W2554152762', 'https://openalex.org/W2582743722', 'https://openalex.org/W3125368982', 'https://openalex.org/W32980360', 'https://openalex.org/W4254551039', 'https://openalex.org/W560391173'], 'related_works': ['https://openalex.org/W4396808093', 'https://openalex.org/W4383563145', 'https://openalex.org/W4295123392', 'https://openalex.org/W4285178256', 'https://openalex.org/W3095656870', 'https://openalex.org/W3083483443', 'https://openalex.org/W2725289703', 'https://openalex.org/W2565811213', 'https://openalex.org/W2066920689', 'https://openalex.org/W1863809593'], 'abstract_inverted_index': {'Abstract': [0], 'We': [1, 59], 'present': [2], 'a': [3, 28, 67, 140], 'general': [4], 'Bayesian': [5, 121], 'hierarchical': [6], 'framework': [7, 65, 122], 'for': [8], 'conducting': [9], 'nonstationary': [10], 'frequency': [11, 69, 143], 'analysis': [12, 70, 144], 'of': [13, 56, 63, 72, 95, 127], 'multiple': [14], 'hydrologic': [15], 'variables.': [16, 58], 'In': [17], 'this,': [18], 'annual': [19, 73, 79, 83], 'maxima': [20], 'from': [21], 'each': [22], 'variable': [23], 'are': [24, 112], 'assumed': [25], 'to': [26, 41, 51, 116, 158], 'follow': [27], 'generalized': [29], 'extreme': [30], 'value': [31], '(GEV)': [32], 'distribution': [33, 55, 126], 'in': [34, 43, 91, 148], 'which': [35], 'the': [36, 53, 61, 124, 128, 133, 146], 'location': [37], 'parameter': [38], 'is': [39, 49], 'allowed': [40], 'vary': [42], 'time.': [44], 'A': [45], 'Gaussian': [46], 'elliptical': [47], 'copula': [48], 'used': [50, 113], 'model': [52, 71, 117, 129], 'joint': [54, 68, 142], 'all': [57], 'demonstrate': [60], 'utility': [62], 'this': [64], 'with': [66], 'peak': [74, 80, 84], 'snow': [75], 'water': [76], 'equivalent': [77], '(SWE),': [78], 'flow,': [81], 'and': [82, 107, 131, 152], 'reservoir': [85], 'elevation': [86], 'at': [87], 'Taylor': [88], 'Park': [89], 'dam': [90], 'Colorado,': [92], 'USA.': [93], 'Indices': [94], 'large‐scale': [96], 'climate': [97], 'drivers—El': [98], 'Niño': [99], 'Southern': [100], 'Oscillation': [101, 105, 110], '(ENSO),': [102], 'Pacific': [103], 'Decadal': [104], '(PDO),': [106], 'Atlantic': [108], 'Multidecadal': [109], '(AMO)': [111], 'as': [114], 'covariates': [115], 'temporal': [118], 'nonstationarity.': [119], 'The': [120], 'provides': [123], 'posterior': [125], 'parameters': [130], 'consequently': [132], 'return': [134, 149], 'levels.': [135], 'Results': [136], 'show': [137], 'that': [138], 'performing': [139], 'multivariate': [141, 155], 'reduces': [145], 'uncertainty': [147], 'level': [150], 'estimates': [151], 'better': [153], 'captures': [154], 'dependence': [156], 'compared': [157], 'an': [159], 'independent': [160], 'model.': [161]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2782689178', 'counts_by_year': [{'year': 2024, 'cited_by_count': 13}, {'year': 2023, 'cited_by_count': 23}, {'year': 2022, 'cited_by_count': 16}, {'year': 2021, 'cited_by_count': 19}, {'year': 2020, 'cited_by_count': 11}, {'year': 2019, 'cited_by_count': 17}, {'year': 2018, 'cited_by_count': 7}], 'updated_date': '2024-12-09T00:43:02.392363', 'created_date': '2018-01-26'}