Comparison of CERES surface radiation fluxes with surface observations over Loess Plateau

Abstract Surface energy budget is an important factor in weather and climate processes. To estimate the errors in satellite-retrieved surface radiation budget over the interior of China, instantaneous-footprint surface radiation fluxes from the Terra/Aqua FLASHFlux SSF product are compared with the measurements taken at the Semi-Arid Climate and Environment Observatory of Lanzhou University (SACOL) from July 2008 to March 2010. Validation is performed separately for different conditions: clear-sky and cloudy-sky, daytime and nighttime for four seasons. Differences between the FLASHFlux CERES shortwave radiation flux and surface measurements have larger standard deviations in cloudy-sky conditions than in clear-sky conditions, indicating that cloud contamination increases uncertainty in the retrieval algorithm. Upward shortwave radiation flux (USW) is overestimated in cloudy conditions suggesting that the cloud parameters and surface scene type in the retrieval process are not optimal for northwestern China. The CERES downward longwave radiation fluxes (DLW) accurately follow the variation of surface measurements during daytime, but are slightly underestimated during nighttime due to the coarse sounding profile and undetected low clouds at nighttime. The CERES upwelling longwave radiation fluxes (ULW) are strongly underestimated during daytime but are slightly underestimated during nighttime regardless of cloud coverage. This large bias could be caused by an underestimate of surface skin temperature and/or surface emissivity, or spatial inhomogeneity around the site. Generally, except for diurnal ULW, other components of the surface radiative fluxes obtained from CERES SSF datasets are close to meeting the accuracy requirements for climate research.

[1]  David P. Kratz,et al.  Surface Emissivity Maps for Use in Retrievals of Longwave Radiation Satellite , 1999 .

[2]  B. Barkstrom,et al.  Cloud-Radiative Forcing and Climate: Results from the Earth Radiation Budget Experiment , 1989, Science.

[3]  Sunny Sun-Mack,et al.  Cloud Detection in Nonpolar Regions for CERES Using TRMM VIRS and Terra and Aqua MODIS Data , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[4]  B. McArthur,et al.  Baseline surface radiation network (BSRN/WCRP) New precision radiometry for climate research , 1998 .

[5]  W. L. Darnell,et al.  A parameterization for longwave surface radiation from satellite data - Recent improvements , 1992 .

[6]  Jianping Huang,et al.  Surface turbulent flux measurements over the Loess Plateau for a semi-arid climate change study , 2009 .

[7]  Patrick Minnis,et al.  Assessment of the Visible Channel Calibrations of the TRMM VIRS and MODIS on Aqua and Terra , 2007 .

[8]  Qiang Fu,et al.  Enhanced Mid-Latitude Tropospheric Warming in Satellite Measurements , 2006, Science.

[9]  Zhanqing Li,et al.  A New Parameterization for the Determination of Solar Flux Absorbed at the Surface from Satellite Measurements , 1995 .

[10]  Gary G. Gibson,et al.  A Climatology of Surface Radiation Budget Derived from Satellite Data , 1999 .

[11]  Patrick Minnis,et al.  Assessment of the Visible Channel Calibrations of the VIRS on TRMM and MODIS on Aqua and Terra , 2008 .

[12]  David P. Kratz,et al.  Validation of the CERES Edition 2B Surface-Only Flux Algorithms , 2018 .

[13]  Tsutomu Takashima,et al.  Estimation of SW Flux Absorbed at the Surface from TOA Reflected Flux , 1993 .

[14]  W. F. Staylor,et al.  Global surface albedos estimated from ERBE data , 1990 .

[15]  Robert Benjamin Lee,et al.  Earth Radiation Budget Experiment scanner instrument , 1986, Defense, Security, and Sensing.

[16]  Patrick Minnis,et al.  CERES Edition 3 Cloud Retrievals , 2010 .

[17]  J. T. Suttles,et al.  Longwave surface radiation over the globe from satellite data - An error analysis , 1993 .

[18]  D. Kratz,et al.  Fast Longwave and Shortwave Radiative Flux (FLASHFlux) Products from CERES and MODIS Measurements , 2006 .

[19]  Zhanqing Li,et al.  Estimation of surface albedo from space: A parameterization for global application , 1994 .

[20]  Veerabhadran Ramanathan,et al.  The role of earth radiation budget studies in climate and general , 1987 .

[21]  A. Lacis,et al.  Calculation of radiative fluxes from the surface to top of atmosphere based on ISCCP and other global data sets: Refinements of the radiative transfer model and the input data , 2004 .

[22]  D. Doelling,et al.  Clouds and the Earth’s Radiant Energy System (CERES) FluxByCldTyp Edition 4 Data Product , 2022, Journal of Atmospheric and Oceanic Technology.

[23]  P. Minnis,et al.  Surface Radiation Budget from ARM Satellite Retrievals , 2004 .

[24]  Paul W. Stackhouse,et al.  The Langley Parameterized Shortwave Algorithm (LPSA) for Surface Radiation Budget Studies. 1.0 , 2001 .

[25]  Lei Zhang,et al.  An overview of the Semi-arid Climate and Environment Research Observatory over the Loess Plateau , 2008 .

[26]  Dennis L. Hartmann,et al.  Earth Radiation Budget data and climate research , 1986 .

[27]  J. T. Suttles,et al.  Surface radiation budget for climate applications , 1986 .

[28]  Shashi Kumar Gupta,et al.  A parameterization for longwave surface radiation from sun-synchronous satellite data , 1989 .

[29]  Bruce R. Barkstrom,et al.  Earth radiation budget measurements: pre-ERBE, ERBE, and CERES , 1990, Defense, Security, and Sensing.

[30]  Nancy A. Ritchey,et al.  Seasonal variation of surface radiation budget derived from International Satellite Cloud Climatology Project C1 data , 1992 .

[31]  Weidong Guo,et al.  Observation analysis of land‐atmosphere interactions over the Loess Plateau of northwest China , 2010 .

[32]  David P. Kratz,et al.  Validation of Parameterized Algorithms Used to Derive TRMM–CERES Surface Radiative Fluxes , 2004 .

[33]  Michael D. King,et al.  Clouds and the Earth's Radiant Energy System (CERES): algorithm overview , 1998, IEEE Trans. Geosci. Remote. Sens..

[34]  B. Barkstrom,et al.  Clouds and the Earth's Radiant Energy System (CERES): An Earth Observing System Experiment , 1996 .

[35]  Xiangao Xia,et al.  Analysis of downwelling surface solar radiation in China from National Centers for Environmental Prediction reanalysis, satellite estimates, and surface observations , 2006 .

[36]  Robert G. Ellingson,et al.  The intercomparison of radiation codes used in climate models: Long wave results , 1991 .

[37]  Qiu Jinhuan,et al.  Absorption properties of urban/suburban aerosols in China , 2008 .

[38]  Shashi,et al.  The Langley Parameterized Shortwave Algorithm ( LPSA ) for Surface Radiation Budget Studies Version 1 . 0 , 2022 .

[39]  C. Anne,et al.  Surface Emissivity Maps for Use in Satellite Retrievals of Longwave Radiation , 1999 .

[40]  Sunny Sun-Mack,et al.  CERES Edition-2 Cloud Property Retrievals Using TRMM VIRS and Terra and Aqua MODIS Data—Part I: Algorithms , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[41]  R. Pinker,et al.  Modeling Surface Solar Irradiance for Satellite Applications on a Global Scale , 1992 .

[42]  W. L. Darnell,et al.  Estimation of surface insolation using sun-synchronous satellite data , 1988 .