An Interactive python based visualization for WRF output files

Photo by Melissa Bradley on Unsplash

Python Plotly

The plotly Python library is an interactive, open-source plotting library that supports over 40 unique chart types covering a wide range of statistical, financial, geographic, scientific, and 3-dimensional use-cases

Built on top of the Plotly JavaScript library (plotly.js), plotly enables Python users to create beautiful interactive web-based visualizations that can be displayed in Jupyter notebooks, saved to standalone HTML files, or served as part of pure Python-built web applications using Dash. The plotly Python library is sometimes referred to as "" to differentiate it from the JavaScript library.


The Weather Research…

geospatial libraryPhoto by Matt Nelson on Unsplash

In this article I introduce some simple scripts which can be useful for automating basic GIS tools like raster creation , statistical calculator , geometry based clipping, Setting up projection based on reference, resampling raster images e.t.c

In all below exercises I have mentioned raster which mainly refers to GeoTiff images (not any other png,jpeg,jpg e.t.c)


GDAL is a software library package specifically for reading and writing geospatial data formats (both raster and vector). GDAL is an open-source C/C++ language based software but also available as python package (python wrapper like). …

Nirmal Mathew Alex

Meteorological engineer || baby python developer || Data scientist

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