Remote Sensing data - Earth observation data
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Updated
Jun 17, 2024 - Python
Remote Sensing data - Earth observation data
This repository will contain all the updated information in the shared project between GeoOcean-MetService
initial release of the superBT - V04 - beta version 0.4
Using Machine Learning & Fourier Regression to model atmospheric wind, temperature, and pressure in MERRA-2 and ERA-5
This repository is the reproducible code of the paper Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK. This paper has been accepted in the NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning.
JSON API to compute mismatch of pressure timeseries with ERA-5 on Google Earth Engine.
An innovative machine learning contrail prediction algorithm
Canada Wildfire Prediction Using Deep Learning
WRF model initializer with Shiny
A project focused on climate data and tooling for Rio Grande do Sul in Brazil.
Gallary of Python programs used to look at stratospheric winds both modeled and observed by Radiosonde observations
A large compression model for weather and climate data, which compresses a 200+ TB ERA5 dataset into a new 0.7TB CRA5 dataset.
The collection of scripts to download Historical ERA5 data, ECMWF 10-day forecasts to create a continuous dataset for 2 years into the past
Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)
Repository for making my Final Assignment to my bachelors degree in meteorology
Examined the India-China region through climate reanalysis products ERA5 & NCEP, and climate prediction models RCP 2.6 & 8.5.
Code for importing and compatibly formatting data from various sources used during my PhD.
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