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Title: Climatology of Cloud‐Land‐Surface Coupling Across Different ARM Sites

Journal Article · · Journal of Geophysical Research. Atmospheres

Land-atmosphere interactions play a critical role in the evolution and formation of low-level clouds. The different states of coupling between low-level clouds and the surface are uncertain, primarily over continental regions, where complex thermodynamics complicates their investigation. This study uses observations from the Atmospheric Radiation Measurement User Facility to explore cloud-surface coupling and perform a climatological analysis of this interaction in five countries across three continents. The results reveal consistent coupling thresholds and average percentages across the five sites, with coupled clouds accounting for 66% of the cases and decoupled clouds for 34%. Thermodynamic and dynamic evaluations show distinct differences between coupled and decoupled clouds. Coupled clouds are characterized by humid environments, in which vertical motions connect the surface and lower atmosphere to the cloud base, conditions that favor the formation of boundary layer clouds. Decoupled clouds prefer to occur in a drier and colder environment with vertical motions inside the boundary layer being detached from the cloud base, under which boundary layer clouds are hard to form. Coupled clouds peak during warmer hours and seasons, and vice versa for decoupled clouds. This study underscores the complexity of cloud-land-surface interactions and paves the way for further investigations into cloud formation and evolution under different atmospheric environments.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC)
Grant/Contract Number:
AC52-07NA27344; SC0022919; SC0024185
OSTI ID:
3020398
Report Number(s):
LLNL--JRNL-2005374
Journal Information:
Journal of Geophysical Research. Atmospheres, Journal Name: Journal of Geophysical Research. Atmospheres Journal Issue: 1 Vol. 131; ISSN 2169-8996; ISSN 2169-897X
Publisher:
American Geophysical Union; WileyCopyright Statement
Country of Publication:
United States
Language:
English

References (38)

Role of clouds and land-atmosphere coupling in midlatitude continental summer warm biases and climate change amplification in CMIP5 simulations journal September 2014
Investigation of the marine boundary layer cloud and CCN properties under coupled and decoupled conditions over the Azores: MBL CLOUD AND CCN PROPERTIES journal June 2015
Linear relation between convective cloud base height and updrafts and application to satellite retrievals: SATELLITE RETRIEVAL OF CLOUD UPDRAFTS journal August 2015
Vertical velocity variance and skewness in clear and cloud-topped boundary layers as revealed by Doppler lidar
  • Hogan, Robin J.; Grant, Alan L. M.; Illingworth, Anthony J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 135, Issue 640 https://doi.org/10.1002/qj.413
journal April 2009
The dynamics of stratocumulus: Aircraft observations and comparisons with a mixed layer model journal October 1984
A Study of the Diurnal Variation of Stratocumulus Using A Multiple Mixed Layer Model journal July 1987
The Convective and Orographically-induced Precipitation Study (COPS): the scientific strategy, the field phase, and research highlights
  • Wulfmeyer, Volker; Behrendt, Andreas; Kottmeier, Christoph
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue S1 https://doi.org/10.1002/qj.752
journal January 2011
An Introduction to Boundary Layer Meteorology book January 1988
Models and observations of the growth of the atmospheric boundary layer journal July 1982
Evaluation and model impacts of alternative boundary-layer height formulations journal December 1996
A new method to retrieve the diurnal variability of planetary boundary layer height from lidar under different thermodynamic stability conditions journal February 2020
Correcting eddy-covariance flux underestimates over a grassland journal June 2000
Cloud droplet sedimentation, entrainment efficiency, and subtropical stratocumulus albedo journal January 2007
A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability: GLOBAL TERRESTRIAL EVAPOTRANSPIRATION journal May 2012
Estimating the Decoupling Degree of Subtropical Marine Stratocumulus Decks From Satellite journal November 2018
The Relationships Between Cloud Top Radiative Cooling Rates, Surface Latent Heat Fluxes, and Cloud-Base Heights in Marine Stratocumulus journal October 2018
Differences in Eddy‐Correlation and Energy‐Balance Surface Turbulent Heat Flux Measurements and Their Impacts on the Large‐Scale Forcing Fields at the ARM SGP Site journal March 2019
Episodes of Warm‐Air Advection Causing Cloud‐Surface Decoupling During the MARCUS journal November 2019
Regional Moisture Budget and Land‐Atmosphere Coupling Over the U.S. Southern Great Plains Inferred From the ARM Long‐Term Observations journal September 2019
How Does Land Cover and Its Heterogeneity Length Scales Affect the Formation of Summertime Shallow Cumulus Clouds in Observations From the US Southern Great Plains? journal April 2022
The Impact of Urbanization on Mesoscale Convective Systems in the Yangtze River Delta Region of China: Insights Gained From Observations and Modeling journal February 2023
Observation and Reanalysis Derived Relationships Between Cloud and Land Surface Fluxes Across Cumulus and Stratiform Coupling Over the Southern Great Plains journal April 2024
First Assessment of Cloud‐Land Coupling in LASSO Large‐Eddy Simulations journal July 2024
Boundary‐Layer‐Coupled and Decoupled Clouds in Global Storm‐Resolving Models: Comparisons With the ARM Observations journal February 2025
Constraining effects of aerosol-cloud interaction by accounting for coupling between cloud and land surface journal May 2024
The Atlantic Stratocumulus Transition Experiment—ASTEX journal June 1995
Temporal Variability of Fair-Weather Cumulus Statistics at the ACRF SGP Site journal July 2008
CLOUDS AND MORE: ARM Climate Modeling Best Estimate Data: A New Data Product for Climate Studies journal January 2010
Observed Diurnal Cycle Climatology of Planetary Boundary Layer Height journal November 2010
The Midlatitude Continental Convective Clouds Experiment (MC3E) journal September 2016
The Effect of Land Surface Heterogeneity and Background Wind on Shallow Cumulus Clouds and the Transition to Deeper Convection journal February 2019
A Simple Parameterization Coupling the Convective Daytime Boundary Layer and Fair-Weather Cumuli journal June 2005
Factors Limiting Convective Cloud-Top Height at the ARM Nauru Island Climate Research Facility journal May 2006
Contrasting Spring and Summer Large-Scale Environments Associated with Mesoscale Convective Systems over the U.S. Great Plains journal September 2019
Stratocumulus Clouds journal August 2012
Land-Surface-Atmosphere Coupling in Observations and Models: LAND-SURFACE-ATMOSPHERE COUPLING journal March 2009
Planetary Boundary Layer Height Retrievals from Micropulse-lidar at four Multiple ARM Sites Around the World dataset January 2024
Planetary boundary layer height (PBLH) over the SGP dataset January 2022