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@@ -83,16 +83,15 @@ We present the ConvSwin2SR tranformer, a vision model for down-scaling (from 0.2
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  ## Direct Use
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- The primary use of the ConvSwin2SR transformer is to enhance the resolution of regional reanalysis grids in the Mediterranean area. This enhancement is
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- crucial for more precise climate studies, which can aid in better decision-making for various stakeholders including policymakers,
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  researchers, and weather-dependent industries like agriculture, energy, and transportation.
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  ## Out-of-Scope Use
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- The model is specifically designed for down-scaling regional reanalysis grids and may not perform well or provide accurate results for other types of
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- imaging tasks or geographical regions. Additionally, any use that relies on real-time or near real-time data processing may not be suitable due to the
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- computational demands of the model.
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  # Bias, Risks, and Limitations
 
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  ## Direct Use
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+ The primary use of the ConvSwin2SR transformer is to enhance the spatial resolution in the Mediterranean area of global reanalysis grids using a regional reanalysis grid
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+ as groundtruth. This enhancement is crucial for more precise climate studies, which can aid in better decision-making for various stakeholders including policymakers,
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  researchers, and weather-dependent industries like agriculture, energy, and transportation.
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  ## Out-of-Scope Use
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+ The model is specifically designed for downscaling ERA5 reanalysis grids to the CERRA regional reanalysis grid and may not perform well or provide accurate results
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+ for other types of geospatial data or geographical regions.
 
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  # Bias, Risks, and Limitations