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README.md
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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
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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
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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
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