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GISWLH/README.md

GISWLH — hand-drawn whiteboard: the water–carbon cycle, physics-informed deep learning and foundation models

  • I'm working on the carbon water coupling models for ecohydrology applications. I'm interested in AI methods, climate change and water cycle.

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  1. DataScience-master DataScience-master Public

    Machine Learning, Python, Deep Learning, Linux, Pandas, Matplotlib, Git...

    265 94

  2. plot-function plot-function Public

    Journal-grade maps from NetCDF in a few lines of Python: discrete colour scales, stippling, inset statistics and aligned latitude profiles (xarray + Cartopy + Matplotlib) · 几行代码画出顶刊级地学地图

    Jupyter Notebook 41 17

  3. Transformer_GRACE Transformer_GRACE Public

    fill the GRACE gap using novel Transformer method

    Jupyter Notebook 18 1

  4. WeatherAI WeatherAI Public

    Personal weather AI model zoo (PyTorch): Pangu, FuXi, FengWu, and more.

    Python 5

  5. CAS-Canglong CAS-Canglong Public

    🐉 AI forecasts of global sea-surface temperature and ENSO, 1–16 months ahead (Advanced Science 2026). Live: canglong.earth · Hugging Face Space

    Jupyter Notebook 11

  6. WeatherPre WeatherPre Public

    Near-real-time forecasts from frontier weather/climate AI models, assembled from existing mature tools

    Python 1