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Full stack web app to visualize and forecast precipitations in Morocco 🌧️

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Morocco Precipitations Dashboard 🔗

License: MIT

Full stack web app to visualize and forecast precipitations in Morocco 🔗.

dashboard preview VF

Features

  • Visualize weather stations in Morocco with correspondant informations

    Screenshot_20220228_164256

  • Visualize rainfall in Morocco per commune for every month of 2018

    Screenshot_20220228_164418

  • Visualize water streams of Morocco

    Screenshot_20220301_085528

  • Visualize raw rasters images of precipitations directly on the map

    Screenshot_20220228_164525

  • Support SQL queries and render results in table

    Screenshot_20220228_164618

  • Supports Spatial SQL and render geom results in map

    Screenshot_20220228_164817

  • Forecasting rainfall using LSTM recurrent neural network, check here

    Screenshot_20220228_164923

Technologies

For this project, the following technologies were used, in addition to many tutorials and the documentation of each.

Frontend

js html css leaflet

Backend

nodejs pgsql heroku

ML

python tf

Reproduce this work

Jump to the wiki!

Data Sources

Check it here.

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Full stack web app to visualize and forecast precipitations in Morocco 🌧️

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