Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1
This is a new version of the CLASS dataset, v1-0 was withdrawn due to an error in the calculations that affected all the variables. The error was generated by adding the original Ground Heat flux data with the right magnitude but wrong sign. In this work, we develop a Conserving Land-Atmosphere Synt...
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ftands:oai:ands.org.au::1425145 2023-05-15T13:52:00+02:00 Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 Sanaa Hobeichi (hasCollector) ARC Centre of Excellence for Climate System Science Data Manager (isManagedBy) ARC Centre of Excellence for Climate System Science (Owner of) Spatial: -180,-90 -180,90 180,90 180,-90 -180,-90 Spatial: land areas globally excluding Greenland and Antarctica Temporal: From 2003-01-01 to 2009-12-31 https://researchdata.ands.org.au/conserving-land-atmosphere-v-11/1425145 https://doi.org/10.25914/5c872258dc183 unknown ARC Centre of Excellence for Climate System Science https://researchdata.ands.org.au/conserving-land-atmosphere-v-11/1425145 doi:10.25914/5c872258dc183 https://researchdata.ands.org.au/registry//orca/register_my_data Hydrogeology EARTH SCIENCES PHYSICAL GEOGRAPHY AND ENVIRONMENTAL GEOSCIENCE Surface Processes Climate Change Processes ATMOSPHERIC SCIENCES water budget energy budget dataset ftands https://doi.org/10.25914/5c872258dc183 2020-01-05T22:41:56Z This is a new version of the CLASS dataset, v1-0 was withdrawn due to an error in the calculations that affected all the variables. The error was generated by adding the original Ground Heat flux data with the right magnitude but wrong sign. In this work, we develop a Conserving Land-Atmosphere Synthesis Suite (CLASS) of estimates of simultaneously balanced surface water and energy budget components over 2003-2009 that are coherent by being able to solve the water and energy budgets simultaneously at 0.5-degree grid scale. The individual budget variables, where possible: 1) combine a range of existing global estimates, 2) are observationally constrained with in-situ observations, 3) have uncertainty estimates that reflect their agreement with in-situ measurements. To derive the hybrid estimates of the individual budget terms we merged available datasets by implementing a weighting approach that accounts for both the performance of the datasets against in-situ measurements as well as their error dependance. Then, we adjusted all the budget terms simultaneously based on their relative errors by applying an objective variational data assimilation technique that enforces the physical constraints of the surface water and energy budgets linked through the equivalence of evapotranspiration and latent heat. The final output is a monthly, 0.5-degree, global dataset of the water and energy budget variables over 2003-2009 and include estimates for: Net radiation flux (Rn) and its associated uncertainty, Sensible heat flux (H) and its associated uncertainty, Latent heat flux (LH) and its associated uncertainty, Ground heat flux (G) and its associated uncertainty, Precipitation (P) and its associated uncertainty Total runoff (Q) and its associated uncertainty Change in water storage (deltaS) and its associated uncertainty When all the energy budget variables are changed to positive when upward, they satisfy Rn=H+LH+G When the latent heat flux (LH) is converted to the same unit as the water budget terms, the hydrologic variables satisfy: P=LH + Q + deltaS The uncertainty of each flux is computed from its discrepancy with in-situ observations Dataset Antarc* Antarctica Greenland Research Data Australia (Australian National Data Service - ANDS) Greenland |
institution |
Open Polar |
collection |
Research Data Australia (Australian National Data Service - ANDS) |
op_collection_id |
ftands |
language |
unknown |
topic |
Hydrogeology EARTH SCIENCES PHYSICAL GEOGRAPHY AND ENVIRONMENTAL GEOSCIENCE Surface Processes Climate Change Processes ATMOSPHERIC SCIENCES water budget energy budget |
spellingShingle |
Hydrogeology EARTH SCIENCES PHYSICAL GEOGRAPHY AND ENVIRONMENTAL GEOSCIENCE Surface Processes Climate Change Processes ATMOSPHERIC SCIENCES water budget energy budget Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
topic_facet |
Hydrogeology EARTH SCIENCES PHYSICAL GEOGRAPHY AND ENVIRONMENTAL GEOSCIENCE Surface Processes Climate Change Processes ATMOSPHERIC SCIENCES water budget energy budget |
description |
This is a new version of the CLASS dataset, v1-0 was withdrawn due to an error in the calculations that affected all the variables. The error was generated by adding the original Ground Heat flux data with the right magnitude but wrong sign. In this work, we develop a Conserving Land-Atmosphere Synthesis Suite (CLASS) of estimates of simultaneously balanced surface water and energy budget components over 2003-2009 that are coherent by being able to solve the water and energy budgets simultaneously at 0.5-degree grid scale. The individual budget variables, where possible: 1) combine a range of existing global estimates, 2) are observationally constrained with in-situ observations, 3) have uncertainty estimates that reflect their agreement with in-situ measurements. To derive the hybrid estimates of the individual budget terms we merged available datasets by implementing a weighting approach that accounts for both the performance of the datasets against in-situ measurements as well as their error dependance. Then, we adjusted all the budget terms simultaneously based on their relative errors by applying an objective variational data assimilation technique that enforces the physical constraints of the surface water and energy budgets linked through the equivalence of evapotranspiration and latent heat. The final output is a monthly, 0.5-degree, global dataset of the water and energy budget variables over 2003-2009 and include estimates for: Net radiation flux (Rn) and its associated uncertainty, Sensible heat flux (H) and its associated uncertainty, Latent heat flux (LH) and its associated uncertainty, Ground heat flux (G) and its associated uncertainty, Precipitation (P) and its associated uncertainty Total runoff (Q) and its associated uncertainty Change in water storage (deltaS) and its associated uncertainty When all the energy budget variables are changed to positive when upward, they satisfy Rn=H+LH+G When the latent heat flux (LH) is converted to the same unit as the water budget terms, the hydrologic variables satisfy: P=LH + Q + deltaS The uncertainty of each flux is computed from its discrepancy with in-situ observations |
author2 |
Sanaa Hobeichi (hasCollector) ARC Centre of Excellence for Climate System Science Data Manager (isManagedBy) ARC Centre of Excellence for Climate System Science (Owner of) |
format |
Dataset |
title |
Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
title_short |
Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
title_full |
Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
title_fullStr |
Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
title_full_unstemmed |
Conserving Land-Atmosphere Synthesis Suite (CLASS) v 1.1 |
title_sort |
conserving land-atmosphere synthesis suite (class) v 1.1 |
publisher |
ARC Centre of Excellence for Climate System Science |
url |
https://researchdata.ands.org.au/conserving-land-atmosphere-v-11/1425145 https://doi.org/10.25914/5c872258dc183 |
op_coverage |
Spatial: -180,-90 -180,90 180,90 180,-90 -180,-90 Spatial: land areas globally excluding Greenland and Antarctica Temporal: From 2003-01-01 to 2009-12-31 |
geographic |
Greenland |
geographic_facet |
Greenland |
genre |
Antarc* Antarctica Greenland |
genre_facet |
Antarc* Antarctica Greenland |
op_source |
https://researchdata.ands.org.au/registry//orca/register_my_data |
op_relation |
https://researchdata.ands.org.au/conserving-land-atmosphere-v-11/1425145 doi:10.25914/5c872258dc183 |
op_doi |
https://doi.org/10.25914/5c872258dc183 |
_version_ |
1766256106193027072 |