An overview of the Western United States Dynamically Downscaled Dataset (WUS-D3)

Rahimi, Stefan; Huang, Lei; Norris, Jesse; Hall, Alex; Goldenson, Naomi; Krantz, Will; Bass, Benjamin; Thackeray, Chad; Lin, Henry; Chen, Di; Dennis, Eli; Collins, Ethan; Lebo, Zachary J.; Slinskey, Emily; Graves, Sara; Biyani, Surabhi; Wang, Bowen; Cropper, Stephen

doi:10.5194/gmd-17-2265-2024

Title: An overview of the Western United States Dynamically Downscaled Dataset (WUS-D3)

Journal Article · Wed Mar 20 00:00:00 EDT 2024 · Geoscientific Model Development (Online)

DOI:https://doi.org/10.5194/gmd-17-2265-2024· OSTI ID:2326108

; Huang, Lei; Norris, Jesse; Hall, Alex;

; Krantz, Will;

; Thackeray, Chad;

; Chen, Di;

; Collins, Ethan; Lebo, Zachary J.; Slinskey, Emily; Graves, Sara; Biyani, Surabhi; Wang, Bowen; Cropper, Stephen

Abstract. Predicting future climate change over a region of complex terrain, such as the western United States (US), remains challenging due to the low resolution of global climate models (GCMs). Yet the climate extremes of recent years in this region, such as floods, wildfires, and drought, are likely to intensify further as climate warms, underscoring the need for high-quality and high-resolution predictions. Here, we present an ensemble of dynamically downscaled simulations over the western US from 1980–2100 at 9 km grid spacing, driven by 16 latest-generation GCMs. This dataset is titled the Western US Dynamically Downscaled Dataset (WUS-D3). We describe the challenges of producing WUS-D3, including GCM selection and technical issues, and we evaluate the simulations' realism by comparing historical results to temperature and precipitation observations. The future downscaled climate change signals are shaped in physically credible ways by the regional model's more realistic coastlines and topography. (1) The mean warming signals are heavily influenced by more realistic snowpack. (2) Mean precipitation changes are often consistent with wetting on the windward side of mountain complexes, as warmer, moister air masses are uplifted orographically during precipitation events. (3) There are large fractional precipitation increases on the lee side of mountain complexes, leading to potentially significant changes in water resources and ecology in these arid landscapes. (4) Increases in precipitation extremes are generally larger than in the GCMs, driven by locally intensified atmospheric updrafts tied to sharper, more realistic gradients in topography. (5) Changes in temperature extremes are different from what is expected by a shift in mean temperature and are shaped by local atmospheric dynamics and land surface feedbacks. Because of its high resolution, comprehensiveness, and representation of relevant physical processes, this dataset presents a unique opportunity to evaluate societally relevant future changes in western US climate.

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Sponsoring Organization:: USDOE

Grant/Contract Number:: A23-1053-S003

OSTI ID:: 2326108

Journal Information:: Geoscientific Model Development (Online), Journal Name: Geoscientific Model Development (Online) Vol. 17 Journal Issue: 6; ISSN 1991-9603

Publisher:: Copernicus GmbHCopyright Statement

Country of Publication:: Germany

Language:: English

References (66)

High-Resolution Simulations of Wintertime Precipitation in the Colorado Headwaters Region: Sensitivity to Physics Parameterizations Liu, Changhai; Ikeda, Kyoko; Thompson, Gregory Monthly Weather Review, Vol. 139, Issue 11 https://doi.org/10.1175/MWR-D-11-00009.1	journal	November 2011
A Statistical-Topographic Model for Mapping Climatological Precipitation over Mountainous Terrain Daly, Christopher; Neilson, Ronald P.; Phillips, Donald L. Journal of Applied Meteorology, Vol. 33, Issue 2 https://doi.org/10.1175/1520-0450(1994)033<0140:ASTMFM>2.0.CO;2	journal	February 1994
The ERA5 global reanalysis Hersbach, Hans; Bell, Bill; Berrisford, Paul Quarterly Journal of the Royal Meteorological Society, Vol. 146, Issue 730 https://doi.org/10.1002/qj.3803	journal	June 2020
A Regional Modeling Study of Climate Change Impacts on Warm-Season Precipitation in the Central United States Bukovsky, Melissa S.; Karoly, David J. Journal of Climate, Vol. 24, Issue 7 https://doi.org/10.1175/2010JCLI3447.1	journal	April 2011
Use-Inspired, Process-Oriented GCM Selection: Prioritizing Models for Regional Dynamical Downscaling Goldenson, Naomi; Leung, L. Ruby; Mearns, Linda O. Bulletin of the American Meteorological Society, Vol. 104, Issue 9 https://doi.org/10.1175/BAMS-D-23-0100.1	journal	September 2023
GISS‐E2.1: Configurations and Climatology Kelley, Maxwell; Schmidt, Gavin A.; Nazarenko, Larissa S. Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 8 https://doi.org/10.1029/2019MS002025	journal	August 2020
Configuration and spin-up of ACCESS-CM2, the new generation Australian Community Climate and Earth System Simulator Coupled Model Bi, Daohua; Dix, Martin; Marsland, Simon Journal of Southern Hemisphere Earth Systems Science https://doi.org/10.1071/ES19040	journal	January 2020
Parameterization of Cloud Microphysics Based on the Prediction of Bulk Ice Particle Properties. Part I: Scheme Description and Idealized Tests Morrison, Hugh; Milbrandt, Jason A. Journal of the Atmospheric Sciences, Vol. 72, Issue 1 https://doi.org/10.1175/JAS-D-14-0065.1	journal	January 2015
An Evaluation of the Large‐Scale Atmospheric Circulation and Its Variability in CESM2 and Other CMIP Models Simpson, Isla R.; Bacmeister, Julio; Neale, Richard B. Journal of Geophysical Research: Atmospheres, Vol. 125, Issue 13 https://doi.org/10.1029/2020JD032835	journal	June 2020
Winter Storm Conditions Leading to Excessive Runoff above California’s Oroville Dam during January and February 2017 White, Allen B.; Moore, Benjamin J.; Gottas, Daniel J. Bulletin of the American Meteorological Society, Vol. 100, Issue 1 https://doi.org/10.1175/BAMS-D-18-0091.1	journal	January 2019
The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6 O'Neill, Brian C.; Tebaldi, Claudia; van Vuuren, Detlef P. Geoscientific Model Development, Vol. 9, Issue 9 https://doi.org/10.5194/gmd-9-3461-2016	journal	January 2016
Increasing precipitation whiplash in climate change hotspots Chen, Di; Norris, Jesse; Thackeray, Chad Environmental Research Letters, Vol. 17, Issue 12 https://doi.org/10.1088/1748-9326/aca3b9	journal	November 2022
The North American Regional Climate Change Assessment Program: Overview of Phase I Results Mearns, Linda O.; Arritt, Ray; Biner, Sébastien Bulletin of the American Meteorological Society, Vol. 93, Issue 9 https://doi.org/10.1175/BAMS-D-11-00223.1	journal	September 2012
Climate change impact on the roles of temperature and precipitation in western U.S. snowpack variability Scalzitti, Jason; Strong, Courtenay; Kochanski, Adam Geophysical Research Letters, Vol. 43, Issue 10 https://doi.org/10.1002/2016GL068798	journal	May 2016
Increasing precipitation volatility in twenty-first-century California Swain, Daniel L.; Langenbrunner, Baird; Neelin, J. David Nature Climate Change, Vol. 8, Issue 5 https://doi.org/10.1038/s41558-018-0140-y	journal	April 2018
Performance of the Taiwan Earth System Model in Simulating Climate Variability Compared With Observations and CMIP6 Model Simulations Wang, Yi‐Chi; Hsu, Huang‐Hsiung; Chen, Chao‐An Journal of Advances in Modeling Earth Systems, Vol. 13, Issue 7 https://doi.org/10.1029/2020MS002353	journal	July 2021
Climate Change Impacts on the Water Balance of the Colorado Headwaters: High-Resolution Regional Climate Model Simulations Rasmussen, Roy; Ikeda, Kyoko; Liu, Changhai Journal of Hydrometeorology, Vol. 15, Issue 3 https://doi.org/10.1175/JHM-D-13-0118.1	journal	June 2014
input4MIPs: Making [CMIP] model forcing more transparent Durack, Paul; Taylor, Karl; Eyring, Veronika https://doi.org/10.2172/1463030	report	April 2017
Some Pitfalls in Statistical Downscaling of Future Climate Lanzante, John R.; Dixon, Keith W.; Nath, Mary Jo Bulletin of the American Meteorological Society, Vol. 99, Issue 4 https://doi.org/10.1175/BAMS-D-17-0046.1	journal	April 2018
Cool season precipitation projections for California and the Western United States in NA-CORDEX models Mahoney, Kelly; Scott, James D.; Alexander, Michael Climate Dynamics, Vol. 56, Issue 9-10 https://doi.org/10.1007/s00382-021-05632-z	journal	January 2021
Assessing Snow Albedo Feedback in Simulated Climate Change Qu, Xin; Hall, Alex Journal of Climate, Vol. 19, Issue 11 https://doi.org/10.1175/JCLI3750.1	journal	June 2006
Gulf of California Sea Surface Temperatures and the North American Monsoon: Mechanistic Implications from Observations Mitchell, David L.; Ivanova, Dorothea; Rabin, Robert Journal of Climate, Vol. 15, Issue 17 https://doi.org/10.1175/1520-0442(2002)015<2261:GOCSST>2.0.CO;2	journal	September 2002
California Winter Precipitation Change under Global Warming in the Coupled Model Intercomparison Project Phase 5 Ensemble Neelin, J. David; Langenbrunner, Baird; Meyerson, Joyce E. Journal of Climate, Vol. 26, Issue 17 https://doi.org/10.1175/JCLI-D-12-00514.1	journal	September 2013
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements Niu, Guo-Yue; Yang, Zong-Liang; Mitchell, Kenneth E. Journal of Geophysical Research, Vol. 116, Issue D12 https://doi.org/10.1029/2010JD015139	journal	January 2011
SSP‐Based Land‐Use Change Scenarios: A Critical Uncertainty in Future Regional Climate Change Projections Bukovsky, Melissa S.; Gao, Jing; Mearns, Linda O. Earth's Future, Vol. 9, Issue 3 https://doi.org/10.1029/2020EF001782	journal	March 2021
Future precipitation increase from very high resolution ensemble downscaling of extreme atmospheric river storms in California Huang, Xingying; Swain, Daniel L.; Hall, Alex D. Science Advances, Vol. 6, Issue 29 https://doi.org/10.1126/sciadv.aba1323	journal	July 2020
Developments in the MPI‐M Earth System Model version 1.2 (MPI‐ESM1.2) and Its Response to Increasing CO ₂ Mauritsen, Thorsten; Bader, Jürgen; Becker, Tobias Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 4 https://doi.org/10.1029/2018MS001400	journal	April 2019
A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models Tiedtke, M. Monthly Weather Review, Vol. 117, Issue 8 https://doi.org/10.1175/1520-0493(1989)117<1779:ACMFSF>2.0.CO;2	journal	August 1989
Evaluations of high-resolution dynamically downscaled ensembles over the contiguous United States Zobel, Zachary; Wang, Jiali; Wuebbles, Donald J. Climate Dynamics, Vol. 50, Issue 3-4 https://doi.org/10.1007/s00382-017-3645-6	journal	March 2017
Snow albedo feedback: Current knowledge, importance, outstanding issues and future directions Thackeray, Chad W.; Fletcher, Christopher G. Progress in Physical Geography: Earth and Environment, Vol. 40, Issue 3 https://doi.org/10.1177/0309133315620999	journal	January 2016
Improving the representation of clouds, radiation, and precipitation using spectral nudging in the Weather Research and Forecasting model: Spectral Nudging of Moisture in WRF Spero, Tanya L.; Otte, Martin J.; Bowden, Jared H. Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 20 https://doi.org/10.1002/2014JD022173	journal	October 2014
Achieving Realistic Runoff in the Western United States with a Land Surface Model Forced by Dynamically Downscaled Meteorology Bass, Benjamin; Rahimi, Stefan; Goldenson, Naomi Journal of Hydrometeorology, Vol. 24, Issue 2 https://doi.org/10.1175/JHM-D-22-0047.1	journal	February 2023
Max Planck Institute Earth System Model (MPI-ESM1.2) for the High-Resolution Model Intercomparison Project (HighResMIP) Gutjahr, Oliver; Putrasahan, Dian; Lohmann, Katja Geoscientific Model Development, Vol. 12, Issue 7 https://doi.org/10.5194/gmd-12-3241-2019	journal	January 2019
Land–atmosphere feedbacks exacerbate concurrent soil drought and atmospheric aridity Zhou, Sha; Williams, A. Park; Berg, Alexis M. Proceedings of the National Academy of Sciences, Vol. 116, Issue 38 https://doi.org/10.1073/pnas.1904955116	journal	September 2019
Assessment of the European Climate Projections as Simulated by the Large EURO‐CORDEX Regional and Global Climate Model Ensemble Coppola, Erika; Nogherotto, Rita; Ciarlo', James M. Journal of Geophysical Research: Atmospheres, Vol. 126, Issue 4 https://doi.org/10.1029/2019JD032356	journal	February 2021
The Role of Soil Texture in Local Land Surface–Atmosphere Coupling and Regional Climate Dennis, Eli J.; Berbery, Ernesto Hugo Journal of Hydrometeorology, Vol. 22, Issue 2 https://doi.org/10.1175/JHM-D-20-0047.1	journal	February 2021
High-Resolution Coupled Climate Runoff Simulations of Seasonal Snowfall over Colorado: A Process Study of Current and Warmer Climate Rasmussen, Roy; Liu, Changhai; Ikeda, Kyoko Journal of Climate, Vol. 24, Issue 12 https://doi.org/10.1175/2010JCLI3985.1	journal	June 2011
Spatial patterns of extreme precipitation and their changes under ~ 2 °C global warming: a large-ensemble study of the western USA Rupp, David E.; Hawkins, Linnia R.; Li, Sihan Climate Dynamics, Vol. 59, Issue 7-8 https://doi.org/10.1007/s00382-022-06214-3	journal	March 2022
Implementation of U.K. Earth System Models for CMIP6 Sellar, Alistair A.; Walton, Jeremy; Jones, Colin G. Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 4 https://doi.org/10.1029/2019MS001946	journal	April 2020
Description and basic evaluation of simulated mean state, internal variability, and climate sensitivity in MIROC6 Tatebe, Hiroaki; Ogura, Tomoo; Nitta, Tomoko Geoscientific Model Development, Vol. 12, Issue 7 https://doi.org/10.5194/gmd-12-2727-2019	journal	January 2019
High-resolution dynamically downscaled projections of precipitation in the mid and late 21st century over North America: DYNAMICAL DOWNSCALING AT 12 KM Wang, Jiali; Kotamarthi, Veerabhadra R. Earth's Future, Vol. 3, Issue 7 https://doi.org/10.1002/2015EF000304	journal	July 2015
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models Iacono, Michael J.; Delamere, Jennifer S.; Mlawer, Eli J. Journal of Geophysical Research, Vol. 113, Issue D13 https://doi.org/10.1029/2008JD009944	journal	January 2008
Overview of the Norwegian Earth System Model (NorESM2) and key climate response of CMIP6 DECK, historical, and scenario simulations Seland, Øyvind; Bentsen, Mats; Olivié, Dirk Geoscientific Model Development, Vol. 13, Issue 12 https://doi.org/10.5194/gmd-13-6165-2020	journal	January 2020
How will orographic precipitation respond to surface warming? An idealized thermodynamic perspective Siler, Nicholas; Roe, Gerard Geophysical Research Letters, Vol. 41, Issue 7 https://doi.org/10.1002/2013GL059095	journal	April 2014
Bias corrections of global models for regional climate simulations of high-impact weather Bruyère, Cindy L.; Done, James M.; Holland, Greg J. Climate Dynamics, Vol. 43, Issue 7-8 https://doi.org/10.1007/s00382-013-2011-6	journal	December 2013
An Overview of the Western United States Dynamically Downscaled Dataset (WUS-D3) Rahimi, Stefan; Huang, Lei; Norris, Jesse Geoscientific Model Development https://doi.org/10.5194/gmd-2023-162	preprint	October 2023
Climate sensitivity: Analysis of feedback mechanisms Hansen, J.; Lacis, A.; Rind, D. Climate Processes and Climate Sensitivity, Vol. 29 https://doi.org/10.1029/GM029p0130	book	January 1984
Continental-scale convection-permitting modeling of the current and future climate of North America Liu, Changhai; Ikeda, Kyoko; Rasmussen, Roy Climate Dynamics, Vol. 49, Issue 1-2 https://doi.org/10.1007/s00382-016-3327-9	journal	August 2016
Deciphering the contrasting climatic trends between the central Himalaya and Karakoram with 36 years of WRF simulations Norris, Jesse; Carvalho, Leila M. V.; Jones, Charles Climate Dynamics, Vol. 52, Issue 1-2 https://doi.org/10.1007/s00382-018-4133-3	journal	February 2018
Evaluation of CNRM Earth System Model, CNRM‐ESM2‐1: Role of Earth System Processes in Present‐Day and Future Climate Séférian, Roland; Nabat, Pierre; Michou, Martine Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 12 https://doi.org/10.1029/2019MS001791	journal	December 2019
Improved Representation of Boundary Layer Clouds over the Southeast Pacific in ARW-WRF Using a Modified Tiedtke Cumulus Parameterization Scheme ^* Zhang, Chunxi; Wang, Yuqing; Hamilton, Kevin Monthly Weather Review, Vol. 139, Issue 11 https://doi.org/10.1175/MWR-D-10-05091.1	journal	November 2011
The unprecedented Pacific Northwest heatwave of June 2021 White, Rachel H.; Anderson, Sam; Booth, James F. Nature Communications, Vol. 14, Issue 1 https://doi.org/10.1038/s41467-023-36289-3	journal	February 2023
Assessing the Representation of Synoptic Variability Associated With California Extreme Precipitation in CMIP6 Models Norris, Jesse; Hall, Alex; Chen, Di Journal of Geophysical Research: Atmospheres, Vol. 126, Issue 6 https://doi.org/10.1029/2020JD033938	journal	March 2021
Simulating and Evaluating Atmospheric River‐Induced Precipitation Extremes Along the U.S. Pacific Coast: Case Studies From 1980–2017 Huang, Xingying; Swain, Daniel L.; Walton, Daniel B. Journal of Geophysical Research: Atmospheres, Vol. 125, Issue 4 https://doi.org/10.1029/2019JD031554	journal	February 2020
The Role of Surface Albedo Feedback in Climate Hall, Alex Journal of Climate, Vol. 17, Issue 7 https://doi.org/10.1175/1520-0442(2004)017<1550:TROSAF>2.0.CO;2	journal	April 2004
The Community Earth System Model Version 2 (CESM2) Danabasoglu, G.; Lamarque, J. ‐F.; Bacmeister, J. Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 2 https://doi.org/10.1029/2019MS001916	journal	February 2020
How May the Choice of Downscaling Techniques and Meteorological Reference Observations Affect Future Hydroclimate Projections? Rastogi, Deeksha; Kao, Shih‐Chieh; Ashfaq, Moetasim Earth's Future, Vol. 10, Issue 8 https://doi.org/10.1029/2022EF002734	journal	August 2022
Incorporating Snow Albedo Feedback into Downscaled Temperature and Snow Cover Projections for California’s Sierra Nevada Walton, Daniel B.; Hall, Alex; Berg, Neil Journal of Climate, Vol. 30, Issue 4 https://doi.org/10.1175/JCLI-D-16-0168.1	journal	February 2017
The Flexible Global Ocean‐Atmosphere‐Land System Model Grid‐Point Version 3 (FGOALS‐g3): Description and Evaluation Li, Lijuan; Yu, Yongqiang; Tang, Yanli Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 9 https://doi.org/10.1029/2019MS002012	journal	September 2020
The EC-Earth3 Earth system model for the Coupled Model Intercomparison Project 6 Döscher, Ralf; Acosta, Mario; Alessandri, Andrea Geoscientific Model Development, Vol. 15, Issue 7 https://doi.org/10.5194/gmd-15-2973-2022	journal	January 2022
Evaluation of a Reanalysis‐Driven Configuration of WRF4 Over the Western United States From 1980 to 2020 Rahimi, Stefan; Krantz, Will; Lin, Yen‐Heng Journal of Geophysical Research: Atmospheres, Vol. 127, Issue 4 https://doi.org/10.1029/2021JD035699	journal	February 2022
The Canadian Earth System Model version 5 (CanESM5.0.3) Swart, Neil C.; Cole, Jason N. S.; Kharin, Viatcheslav V. Geoscientific Model Development, Vol. 12, Issue 11 https://doi.org/10.5194/gmd-12-4823-2019	journal	January 2019
Our Skill in Modeling Mountain Rain and Snow is Bypassing the Skill of Our Observational Networks Lundquist, Jessica; Hughes, Mimi; Gutmann, Ethan Bulletin of the American Meteorological Society, Vol. 100, Issue 12 https://doi.org/10.1175/BAMS-D-19-0001.1	journal	December 2019
A first-of-its-kind multi-model convection permitting ensemble for investigating convective phenomena over Europe and the Mediterranean Coppola, Erika; Sobolowski, Stefan; Pichelli, E. Climate Dynamics, Vol. 55, Issue 1-2 https://doi.org/10.1007/s00382-018-4521-8	journal	November 2018
Assessment of Dynamical Downscaling in Near-Surface Fields with Different Spectral Nudging Approaches Using the Nested Regional Climate Model (NRCM) Wang, Jiali; Kotamarthi, Veerabhadra R. Journal of Applied Meteorology and Climatology, Vol. 52, Issue 7 https://doi.org/10.1175/JAMC-D-12-0302.1	journal	July 2013
High‐Resolution Dynamical Downscaling Ensemble Projections of Future Extreme Temperature Distributions for the United States Zobel, Zachary; Wang, Jiali; Wuebbles, Donald J. Earth's Future, Vol. 5, Issue 12 https://doi.org/10.1002/2017EF000642	journal	December 2017

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