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Title: Land Use and Land Cover Change Strongly Modulates Land-Atmosphere Coupling and Warm-Season Precipitation Over the Central United States in CESM2-VR

Journal Article · · Journal of Advances in Modeling Earth Systems
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [2]; ORCiD logo [5]; ORCiD logo [2]; ORCiD logo [2]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States); Indian Inst. of Technology (IIT), Bombay (India); Univ. of Adelaide, SA (Australia)
  2. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  3. National Center for Atmospheric Research, Boulder, CO (United States)
  4. National Center for Atmospheric Research, Boulder, CO (United States); Pennsylvania State Univ., University Park, PA (United States)
  5. Indian Inst. of Technology (IIT), Bombay (India)

Prior research indicates that land-use and land-cover change (LULCC) in the Central United States (US) has led to significant changes in surface climate. The spatial resolution of simulations is particularly relevant in this region due to its influence on model skill in capturing mesoscale convection systems (MCSs) and on representing the spatial heterogeneity. Recent advances in Earth System Models (ESMs) make it feasible to use variable resolution (VR) meshes to study regional impacts of LULCC, while avoiding inconsistencies introduced by lateral boundary conditions typically seen in limited area models. Here, we present numerical experiments using the Community Earth System Model version 2 - VR to evaluate (1) the influence of resolution and land use on model skill, (2) impacts of LULCC and their resolution dependence over the Central US. These simulations are configured either on the 1° grid or a VR grid with grid refinement to 1/8° over the Contiguous US for the period of 1984-2010 with two alternative land use datasets corresponding to the preindustrial and present day states. Our results show that skill in simulating precipitation over the Central US is primarily dependent on resolution, whereas skill in simulating 2-m temperature is more dependent on accurate land use. The VR experiments show stronger LULCC induced precipitation increases over the Midwest in May and June, corresponding to an increase in the number of MCS-like features and a more conductive thermodynamic environment for convection. Our study demonstrates the potential of using VR ESMs for hydro-climatic simulations in regions with significant LULCC.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC); USDA; National Science Foundation (NSF)
Grant/Contract Number:
AC05-76RL01830; 1852977; 2015‐67003‐23485
OSTI ID:
1664628
Alternate ID(s):
OSTI ID: 1664632; OSTI ID: 1682246
Report Number(s):
PNNL-SA-148842
Journal Information:
Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 9; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 9 works
Citation information provided by
Web of Science

References (71)

Cooling of US Midwest summer temperature extremes from cropland intensification journal October 2015
Carbon cycling under 300 years of land use change: Importance of the secondary vegetation sink: CARBON CYCLING AND LAND USE IN LM3V journal June 2009
The Land Use Model Intercomparison Project (LUMIP) contribution to CMIP6: rationale and experimental design journal January 2016
Human land-use-driven reduction of forest volatiles cools global climate journal August 2014
Adapting observationally based metrics of biogeophysical feedbacks from land cover/land use change to climate modeling journal February 2016
Increased rainfall volume from future convective storms in the US journal November 2017
A PDF-Based Model for Boundary Layer Clouds. Part I: Method and Model Description journal December 2002
An evaluation of the variable‐resolution CESM for modeling California's climate journal January 2016
Regions of Strong Coupling Between Soil Moisture and Precipitation journal August 2004
CAUSES: Attribution of Surface Radiation Biases in NWP and Climate Models near the U.S. Southern Great Plains journal April 2018
Diagnosis of the summertime warm and dry bias over the U.S. Southern Great Plains in the GFDL climate model using a weather forecasting approach: GFDL CLIMATE MODEL SUMMERTIME BIAS journal September 2006
Climatic Impact of Global-Scale Deforestation: Radiative versus Nonradiative Processes journal January 2010
NCAR Release of CAM‐SE in CESM2.0: A Reformulation of the Spectral Element Dynamical Core in Dry‐Mass Vertical Coordinates With Comprehensive Treatment of Condensates and Energy journal July 2018
Verification of Land–Atmosphere Coupling in Forecast Models, Reanalyses, and Land Surface Models Using Flux Site Observations journal February 2018
Historical Land-Cover Change Impacts on Climate: Comparative Assessment of LUCID and CMIP5 Multimodel Experiments journal February 2017
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
Patterns of Climate Change Across Wisconsin From 1950 to 2006 journal January 2010
Land-atmosphere coupling and climate prediction over the U.S. Southern Great Plains: LAND-ATMOSPHERE COUPLING AND CLIMATE journal October 2016
Effect of Anthropogenic Land-Use and Land-Cover Changes on Climate and Land Carbon Storage in CMIP5 Projections for the Twenty-First Century journal September 2013
Attributing the Carbon Cycle Impacts of CMIP5 Historical and Future Land Use and Land Cover Change in the Community Earth System Model (CESM1) journal May 2018
Twentieth Century Regional Climate Change During the Summer in the Central United States Attributed to Agricultural Intensification journal February 2018
Observed increase in local cooling effect of deforestation at higher latitudes journal November 2011
Impacts of Land-Use/Land-Cover Change on Afternoon Precipitation over North America journal March 2017
MODIS observed impacts of intensive agriculture on surface temperature in the southern Great Plains: AGRICULTURAL IMPACTS ON CLIMATE BY MODIS journal February 2010
Spatially Distinct Seasonal Patterns and Forcings of the U.S. Warming Hole journal February 2018
Spatial and seasonal patterns in climate change, temperatures, and precipitation across the United States journal April 2009
Influence of modern land cover on the climate of the United States journal April 2009
Impacts of land use land cover on temperature trends over the continental United States: assessment using the North American Regional Reanalysis journal August 2009
Vegetation controls on surface heat flux partitioning, and land-atmosphere coupling: VEGETATION AND LAND-ATMOSPHERE COUPLING journal November 2015
Simulating the Biogeochemical and Biogeophysical Impacts of Transient Land Cover Change and Wood Harvest in the Community Climate System Model (CCSM4) from 1850 to 2100 journal May 2012
Land cover changes and their biogeophysical effects on climate: LAND COVER CHANGES AND THEIR BIOGEOPHYSICAL EFFECTS ON CLIMATE journal June 2013
The terrestrial segment of soil moisture-climate coupling: SOIL MOISTURE-CLIMATE COUPLING journal August 2011
Contiguous US summer maximum temperature and heat stress trends in CRU and NOAA Climate Division data plus comparisons to reanalyses journal July 2018
Urban Effects on Regional Climate: A Case Study in the Phoenix and Tucson “Sun Corridor” journal August 2016
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I) journal January 1999
Mechanisms Contributing to the Warming Hole and the Consequent U.S. East–West Differential of Heat Extremes journal September 2012
Higher-Order Turbulence Closure and Its Impact on Climate Simulations in the Community Atmosphere Model journal December 2013
Long-term Trends in Population, Farm Income, and Crop Production in the Great Plains journal October 2007
Exploring a Variable-Resolution Approach for Simulating Regional Climate in the Rocky Mountain Region Using the VR-CESM: VR-CESM Simulation in the Rocky Mountains journal October 2017
Peculiarly pleasant weather for US maize journal November 2018
Investigating the climate impacts of global land cover change in the community climate system model journal January 2010
Role of eastward propagating convection systems in the diurnal cycle and seasonal mean of summertime rainfall over the U.S. Great Plains journal January 2006
Spatiotemporal Characteristics and Large-Scale Environments of Mesoscale Convective Systems East of the Rocky Mountains journal November 2019
More frequent intense and long-lived storms dominate the springtime trend in central US rainfall journal November 2016
Summer Land–Atmosphere Coupling Strength in the United States: Comparison among Observations, Reanalysis Data, and Numerical Models journal June 2012
Causes of model dry and warm bias over central U.S. and impact on climate projections journal October 2017
CAUSES: Diagnosis of the Summertime Warm Bias in CMIP5 Climate Models at the ARM Southern Great Plains Site journal March 2018
Climatic effects of 1950–2050 changes in US anthropogenic aerosols – Part 2: Climate response journal January 2012
Regional Climate Simulations With the Community Earth System Model journal June 2018
A Modeling Study of Irrigation Effects on Surface Fluxes and Land–Air–Cloud Interactions in the Southern Great Plains journal June 2013
Advanced Two-Moment Bulk Microphysics for Global Models. Part I: Off-Line Tests and Comparison with Other Schemes journal February 2015
A review on regional convection‐permitting climate modeling: Demonstrations, prospects, and challenges journal May 2015
Projecting 21st century snowpack trends in western USA mountains using variable-resolution CESM journal March 2017
Cloud‐resolving model intercomparison of an MC3E squall line case: Part I—Convective updrafts journal September 2017
Determining Robust Impacts of Land-Use-Induced Land Cover Changes on Surface Climate over North America and Eurasia: Results from the First Set of LUCID Experiments journal May 2012
Uncertainties in climate responses to past land cover change: First results from the LUCID intercomparison study journal January 2009
Evaluation of cloud-resolving and limited area model intercomparison simulations using TWP-ICE observations: 2. Precipitation microphysics: Eval. of TWP-ICE CRMs and LAMs Pt. 2 journal December 2014
Aquaplanet Experiments Using CAM’s Variable-Resolution Dynamical Core journal July 2014
Role of clouds and land-atmosphere coupling in midlatitude continental summer warm biases and climate change amplification in CMIP5 simulations journal September 2014
The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty journal December 2019
The Importance of Land-Cover Change in Simulating Future Climates journal December 2005
Environments of Long-Lived Mesoscale Convective Systems Over the Central United States in Convection Permitting Climate Simulations: Long-Lived Mesoscale Convective Systems journal December 2017
A multidecadal simulation of Atlantic tropical cyclones using a variable-resolution global atmospheric general circulation model journal August 2014
Introduction to CAUSES: Description of Weather and Climate Models and Their Near‐Surface Temperature Errors in 5 day Hindcasts Near the Southern Great Plains journal March 2018
Land use/land cover changes and climate: modeling analysis and observational evidence: Land use/land cover changes and climate: modeling analysis and observational evidence journal October 2011
Observed Warm‐Season Characteristics of MCS and Non‐MCS Rainfall and Their Recent Changes in the Central United States journal March 2020
Structure and Evolution of Mesoscale Convective Systems: Sensitivity to Cloud Microphysics in Convection‐Permitting Simulations Over the United States journal July 2018
Contrasting Spring and Summer Large-Scale Environments Associated with Mesoscale Convective Systems over the U.S. Great Plains journal October 2019
The impact of anthropogenic land use and land cover change on regional climate extremes journal October 2017
CAUSES: On the Role of Surface Energy Budget Errors to the Warm Surface Air Temperature Error Over the Central United States journal March 2018
Inconsistent Responses of Hot Extremes to Historical Land Use and Cover Change Among the Selected CMIP5 Models journal April 2018

Figures / Tables (14)