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A statistical framework for integrating nonparametric proxy distributions into geological reconstructions of relative sea level JOURNAL ARTICLE published 14 February 2022 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by National Science Foundation (OCE-1702587,OCE-2002437) |
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Autoregressive spatially varying coefficients model for predicting daily PM<sub>2.5</sub> using VIIRS satellite AOT JOURNAL ARTICLE published 16 December 2015 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by U.S. Environmental Protection Agency (EP-13-D-000257) |
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Nonstationary extreme value analysis for event attribution combining climate models and observations JOURNAL ARTICLE published 18 November 2020 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by European Commission (690462) |
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Future climate emulations using quantile regressions on large ensembles JOURNAL ARTICLE published 10 April 2019 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Division of Social and Economic Sciences (0951576,146364) | Division of Mathematical Sciences (0951576,1106974,1107046) |
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Weak constraint four-dimensional variational data assimilation in a model of the California Current System JOURNAL ARTICLE published 14 December 2016 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Office of Naval Research (N00014-10-1-0476) |
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Forecasting 24 h averaged PM2.5 concentration in the Aburrá Valley using tree-based machine learning models, global forecasts, and satellite information JOURNAL ARTICLE published 22 December 2023 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Universidad EAFIT (n/a) |
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Comparing forecast systems with multiple correlation decomposition based on partial correlation JOURNAL ARTICLE published 5 October 2020 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Bundesministerium für Bildung und Forschung (MiKlip FKZ 01 LP 1520G,DeepRain IS18047A-E,MiKlip FKZ 01 LP 1516A) | Deutsche Forschungsgemeinschaft (EXC 2037) |
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NWP-based lightning prediction using flexible count data regression JOURNAL ARTICLE published 4 February 2019 in Advances in Statistical Climatology, Meteorology and Oceanography |
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An integration and assessment of multiple covariates of nonstationary storm surge statistical behavior by Bayesian model averaging JOURNAL ARTICLE published 6 December 2018 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by National Science Foundation (GEO-1240507) |
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Bivariate spatial analysis of temperature and precipitation from general circulation models and observation proxies JOURNAL ARTICLE published 22 May 2015 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by National Natural Science Foundation of China (DMS-1208421) | King Abdullah University of Science and Technology (KUS325 C1-016-04) |
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Reconstruction of spatio-temporal temperature from sparse historical records using robust probabilistic principal component regression JOURNAL ARTICLE published 27 January 2017 in Advances in Statistical Climatology, Meteorology and Oceanography |
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Skewed logistic distribution for statistical temperature post-processing in mountainous areas JOURNAL ARTICLE published 18 June 2019 in Advances in Statistical Climatology, Meteorology and Oceanography |
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Copula approach for simulated damages caused by landfalling US hurricanes JOURNAL ARTICLE published 20 January 2021 in Advances in Statistical Climatology, Meteorology and Oceanography |
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Mixture model-based atmospheric air mass classification: a probabilistic view of thermodynamic profiles JOURNAL ARTICLE published 12 October 2016 in Advances in Statistical Climatology, Meteorology and Oceanography |
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Comparing climate time series – Part 4: Annual cycles JOURNAL ARTICLE published 30 September 2022 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by National Oceanic and Atmospheric Administration (NA16OAR4310175) |
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A path towards uncertainty assignment in an operational cloud-phase algorithm from ARM vertically pointing active sensors JOURNAL ARTICLE published 10 June 2016 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Laboratory Directed Research and Development (Pacific Northwest National Laboratory LDRD) |
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A statistical framework for conditional extreme event attribution JOURNAL ARTICLE published 18 April 2017 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by European Research Council (338965) | Seventh Framework Programme (607085) |
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Comparison of climate time series – Part 5: Multivariate annual cycles JOURNAL ARTICLE published 16 January 2024 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by National Oceanic and Atmospheric Administration (NA20OAR4310401) |
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Hourly probabilistic snow forecasts over complex terrain: a hybrid ensemble postprocessing approach JOURNAL ARTICLE published 14 December 2018 in Advances in Statistical Climatology, Meteorology and Oceanography |
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Probabilistic evaluation of competing climate models JOURNAL ARTICLE published 26 October 2017 in Advances in Statistical Climatology, Meteorology and Oceanography Research funded by Division of Information and Intelligent Systems (IIS-1029711) | Division of Mathematical Sciences (DMS-1622483.) |