Contributors: G. Thomas (STFC RAL Space)
Issued by: STFC RAL Space / Gareth Thomas
Date: 13/05/2021
Ref: C3S_D312b_Lot1.3.5.2-v3.3_202105_PUGS_CCISurfaceRadiationBudget_v1.0
Official reference number service contract: 2018/C3S_312b_Lot1_DWD/SC1
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This document provides information on how to use the satellite-based estimates of Surface Radiation Budget produced by RAL Space using the Optimal Retrieval of Aerosol and Cloud (ORAC) algorithm, using the Community Cloud for Climate (CC4CL) processor under the ESA Cloud_cci project. These products are brokered to (in the case of (A)ATSR) or produced for the Climate Data Store (in the case of SLSTR) by the Copernicus Climate Change Services (C3S). The respective data products (monthly means) are first described in terms of their input data and a brief overview of the algorithms; their target requirements in the scope of C3S and achieved performances are given; relevant information for usage is provided. The latter comprises geographical grid specifications, the data format, naming conventions, and the acknowledgement policy. This document is not part of the official Cloud_cci documentation, but produced solely in the scope of data brokered to or produced for the CDS.
The ESA Climate Change Initiative (CCI) Surface Radiation Budget Climate Data Record (CDR) is a brokered product from the ESA Cloud_cci project, while the extension Interim CDR (ICDR) produced from the Sea and Land Surface Temperature Radiometers (SLSTR) is produced specifically for C3S. The product is generated by RAL Space, using the Community Cloud for Climate (CC4CL) processor, based on the Optimal Retrieval of Aerosol and Cloud (ORAC) algorithm. The Surface Radiation Budget is a product of the Broadband Radiative Flux Retrieval (BRFR) module of CC4CL, which uses the cloud properties produced by ORAC to compute broadband radiative flux values.
The Cloud_cci dataset comprises 17 years (1995-2012) of satellite-based measurements derived from the Along Track Scanning Radiometers (ATSR-2 and AATSR) onboard the ESA second European Research Satellite (ERS-2) and ENVISAT. This CDR is partnered with the ICDR produced from the Sentinel-3 SLSTR, beginning in 2017. The dataset encompasses level-3 data (monthly means) on a regular global latitude-longitude grid (with a resolution of 0.5° x 0.5°) and includes these products: the Surface Incoming and Reflected Shortwave radiation (SIS and SRS respectively), the Surface Downwelling and Outgoing Longwave radiation (SDL and SOL respectively), the Surface Net Shortwave and Longwave radiation (SNS and SNL), and the total Surface Radiation Budget (SRB).
The Cloud_cci global monthly Surface Radiation Budget CDR, version 3.0, is brokered to the CDS by the C3S from STFC RAL Space. The SLSTR ICDR, version 3.1, is supplied to the CDS via the same route and uses the same processing software and infrastructure as the CDR. Although the format of the brokered data products differs from the official CCI products, the intellectual property rights remain with the Cloud_cci team. The landing page for the official CCI products is https://climate.esa.int/en/projects/cloud/. The product provides estimates of monthly mean global broadband surface radiation over land and ocean from ATSR series of satellite sensors, on a 0.5×0.5° latitude-longitude grid from mid-1995 until early 2012.
The SLSTR based ICDR extends the coverage, with a five year gap, from 2017 onwards and is only available through the CDS.
The Cloud_cci product brokered to the CDS consists of surface radiation derived from the ATSR instruments; specifically:
When referred to in terms of a continuous data record, these two instruments are commonly described as (A)ATSR. The preceding ATSR-1 instrument lacked the visible-NIR channels provided by (A)ATSR and thus isn’t included in the Cloud_cci product.
The Cloud_cci also produced cloud and radiation products from the Advanced Very High Resolution Radiometer (AVHRR) series of instruments and the Moderate Resolution Imaging Spectroradiometer (MODIS), using a common retrieval technique, but only the (A)ATSR products are brokered to the CDS.
The ICDR consists of the same essential climate variables (ECVs) derived from the SLSTR instruments flying on board the Sentinel-3A (from 2017 onwards) and Sentinel-3B (from 2018 onwards).
The analysis algorithm applied in producing the Cloud_cci products is the Optimal Retrieval of Aerosol and Clouds (ORAC), with broadband flux calculations performed using the BUGSRad radiative transfer code (Stephens et al., 2001). The overall data processing system used in the project is referred to as Community Cloud for Climate (CC4CL), and these are detailed in the Cloud_cci ATBD [D1], Cloud_cci CC4CL Broadband Radiative Flux Retrieval ATBD [D2], Sus et al. (2018) and McGarragh et al. (2018).
The target requirements for cloud observations are defined by the WMO Global Climate Observing System (GCOS) initiative, which defines and lays down targets for the observation of ECVs. It should be noted that GCOS requirements are targets for what should be achievable through Earth observation and are often not attainable using existing or historical observing systems. Table 1-1 provides an overview of the GCOS requirements for the surface radiative balance.
Table 1-1: GCOS targets for surface radiation budget ECVs. Note that the Cloud_cci doesn't meet the requirement for resolving the diurnal cycle due to the nature of the satellite observations, but exceeds the spatial resolution and aims to achieve the uncertainty and stability requirements.
Quantity | Cloud_cci variable | Targets |
Surface ERB longwave | snl |
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Surface ERB shortwave | sns |
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Cloud_cci products are provided in NetCDF (version 4), which are compliant with the conventions CF 1.8 and the NASA Global Change Master Directory (GCMD) Science Keywords vocabulary. Filenames follow the structure:
C3S-312bL1-L3C-MONTHLY-SRB-INST_ORAC_PLATFORM_YYYYMM_fvVVV.nc,
where INST and PLATFORM refer to the instrument and platform from which data originates (either ATSR2 and ERS2, or AATSR and ENVISAT for the CDR, or SLSTR and Sentinel-3a or -3b for the ICDR), YYYYMM provides the year and month covered by the monthly mean product, and VVV denotes the product version (3.0 for the TCDR, 3.1 for the ICDR).
The list of surface radiation properties, the variable names used within the NetCDF data files and their units are given in Table 1-2.
Data are provided as monthly means of surface radiation properties, on a regular latitude-longitude grid, with a spacing of 0.5° in both dimensions (thus grid centres lie at -89.75°, -89.25°, -88.75°, …, 89.75° in latitude and -179.75°, -179.25°, -178.75°, …, 179.75° in longitude).
These values are monthly averages of estimated daily mean radiative fluxes, derived from satellite observations made at a fixed local solar time of 10:00 for ENVISAT and both Sentinel-3s, and 10:30 for ERS-2. Thus, the product does not contain any information on the diurnal variability of surface radiation (due to changes in cloud cover and cloud properties for example). Furthermore, the narrow swath of the (A)ATSR instruments means that only approximately 1/3 of the globe is covered each day, whereas the SLSTR based products provide almost global daily coverage. The user is referred to the ATBDs [D1, D2] for details of the algorithms used in this process.
Table 1-2: Surface Radiation Budget variables included in Cloud_cci TCDR and SLSTR ICDR monthly products.
Property | Unit | Variable name | Comment |
Surface incoming solar radiation | Wm-2 | sis | |
Surface reflected solar radiation | Wm-2 | srs | |
Surface net solar radiation | Wm-2 | sns | Equivalent to "Surface ERB shortwave" GCOS ECV and calculated as sns = sis – srs. |
Surface downwelling longwave radiation | Wm-2 | sdl | |
Surface outgoing longwave radiation | Wm-2 | sol | |
Surface net longwave radiation | Wm-2 | snl | Equivalent to "Surface ERB longwave" GCOS ECV and calculated as snl = sdl – sol. |
Total surface radiation budget | Wm-2 | srb | Calculated as srb = (sis + sdl) - (srs + sol). |
The original repository for the CCI formatted L3 v3.0 CDR data can be accessed through the Cloud_cci homepage https://climate.esa.int/en/projects/cloud/data/, as can all relevant documentation from the project. It should be noted that Cloud_cci L3 data is not in the same format as data brokered to the CDS, however the same L2 retrieval output was used to produce both products.
Cloud_cci data should also be available through the ESA CCI data portal http://cci.esa.int/data, which provides online data mining, analysis and visualization tools for CCI data through the CCI Toolbox.
Only the brokered (A)ATSR based CDR is available through CCI, with SLSTR data being supplied only to the CDS.
Within C3S, the distribution will be through the CDS (https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-surface-radiation-budget?tab=overview) where documentation created for the inclusion of the data in the CDS, such as this PUGS, will also be provided.
You need to be registered and logged in to order products in the CDS. A login is provided upon registration, all products in the CDS are delivered free of charge.
McGarragh, G., C.A. Poulsen, G.E. Thomas, A.C. Povey, O. Sus, S. Stapelberg, C. Schlundt, S. Proud, M.W. Christensen, M. Stengel, R. Hollmann, R.G. Grainger, 2018: The Community Cloud retrieval for Climate (CC4Cl) – Part 2: The optimal estimation approach. Atmos. Meas. Tech., 11. 3397-3431, DOI: 10.5194/amt-11-3397-2018.
Stephens, G.L., P.M. Gabriel, P.T. Partain, 2001: Parameterization of atmospheric radiative transfer. Part I: Validity of simple models. J. Atmos. Sci., 58, 3391-3409, DOI: 10.1175/1520-0469(2001)058<3391:POARTP>2.0.CO;2.
Sus, O., M. Stengel, S. Stapelberg, G. McGarragh, C.A. Poulsen, A.C. Povey, C. Schlundt, G.E. Thomas, M. Christensen, S. Proud, M. Jerg, R.G. Grainger, R. Hollmann, 2018: The Community Cloud retrieval for Climate (CC4Cl) – Part 1: A framework applied to multiple satellite imaging sensors. Atmos. Meas. Tech., 11, 3373-3396, DOI: 10.5194/amt-11-3373-2018.
This document has been produced in the context of the Copernicus Climate Change Service (C3S). The activities leading to these results have been contracted by the European Centre for Medium-Range Weather Forecasts, operator of C3S on behalf of the European Union (Delegation agreement signed on 11/11/2014). All information in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The users thereof use the information at their sole risk and liability. For the avoidance of all doubt , the European Commission and the European Centre for Medium - Range Weather Forecasts have no liability in respect of this document, which is merely representing the author's view. |
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