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  1. Downscaling - Wikipedia

    Downscaling is any procedure to infer high-resolution information from low-resolution variables. This technique is based on dynamical or statistical approaches commonly used in several …

  2. Deep learning downscaled high-resolution daily near surface ...

    Dec 12, 2023 · Downscaling technology aims to obtain data at finer resolution to characterize local-scale features. Usually, downscaling can be classified by dynamical downscaling (DD) …

  3. Downscaling - an overview | ScienceDirect Topics

    Downscaling is the process of relocating coarse resolution GCM to fine spatial scale (ground station) data (Murphy, 1999; Fowler et al., 2007). Its purpose was to bring the GCM model …

  4. There are two main approaches to downscaling climate model outputs: Statistical and Dynamical downscaling. For Dynamical downscaling a higher resolution climate model is used. These …

  5. Climate Model Downscaling - Geophysical Fluid Dynamics …

    Downscaling techniques can be divided into two broad categories: dynamical and statistical. Dynamical downscaling refers to the use of high-resolution regional simulations to dynamically …

  6. Downscaling Techniques for High-Resolution Climate Projections

    Downscaling is a widely used technique for translating information from large-scale climate models to the spatial and temporal scales needed to assess local and regional climate …

  7. Downscaling methods - Read the Docs

    We implemented four downscaling methods globally. Descriptions of these implementations are below, along with references to further information. Our explainer article discusses the …

  8. Downscaling - SpringerLink

    Mar 11, 2025 · Downscaling comprises an ensemble of techniques aimed at establishing dependable statistical information within the inadequately resolved and unresolved domains. …

  9. Downscaling provides local-scale insight into the range and possibilities projected by GCMs. Impacts models need fine-scale and high-temporal resolution climate inputs (e.g., …

  10. What is downscaling and why is it important? | Jupiter

    May 2, 2023 · This process of building that mapping from the global to the local scale is called climate downscaling and it’s an essential thing to do if you want to be able to use climate …

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