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OmdenaAI / myanmar-weather-forecasting

This project utilizes machine learning to predict extreme weather events and analyze traffic congestion in Southeast Asia. The repository includes data analysis, model training, and visualization scripts to forecast weather conditions for the next 30 days and enhance transportation efficiency.
GNU General Public License v3.0
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Collect NOAA data #3

Closed CarlosGDCJ closed 1 year ago

CarlosGDCJ commented 1 year ago

Figure out how to access the data and find if there are any useful features from NOAA.

CarlosGDCJ commented 1 year ago

Couldn't find anything promising. Found a dataset called world weather records that had historical climate data by region, but there's no information on how to interpret older records, making them somewhat unusable.

We could work with the newer records, but the data was aggregated in months, and if we wanna focus on extreme weather events, I think a higher frequency like weekly or daily would be better.

I had a hard time finding anything useful outside of US data on NOAA. IMO trying to use their data directly is too complicated and we should consider not doing it or using it indirectly (from a service or something)