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1. Python-Practical-Application-on-Climate-Variability-Studies Python-Practical-Application-on-Climate-Variability-Studies Public

   This tutorial is a companion volume of Matlab versionm but add more. Main objective is the transference of know-how in practical applications and management of statistical tools commonly used to ex…

   Jupyter Notebook 224 124

2. A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python A-Beginner-Guide-to-Carry-out-Extreme-Value-Analysis-with-Codes-in-Python Public

   A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information fo…

   Jupyter Notebook 50 33

3. Practice-SQL-with-SQLite-and-Jupyter-Notebook Practice-SQL-with-SQLite-and-Jupyter-Notebook Public

   Practice basic SQL syntax with Jupyter notebook. SQL is particularly useful in handling structured data where there are relations between different entities/variables of the data. SQL is a very imp…

   Jupyter Notebook 126 61

4. Calculate-Precipitation-based-Agricultural-Drought-Indices-with-Python Calculate-Precipitation-based-Agricultural-Drought-Indices-with-Python Public

   Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfall records that are often available. The mostly used precipi…

   Jupyter Notebook 29 20

5. Work-with-DEM-data-using-Python-from-Simple-to-Complicated Work-with-DEM-data-using-Python-from-Simple-to-Complicated Public

   Work with DEM data using Python from Simple to Complicated. Many python packages will be touched such as GDAL, numpy, xarray, rasterio, folium, cartopy, geopandas etc.

   Jupyter Notebook 42 28

6. FastAPI-Zarr-Xarray-Dask FastAPI-Zarr-Xarray-Dask Public

   A demo of FastAPI application to extract data at the specific points defined by [latitudes and longitudes] from a zarr dataset using Dask and Xarray. The key aim to speed up point data extraction f…

   Python 4