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2022_ml_earth_env_sci

Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences

act

Atmospheric data Community Toolkit - A python based toolkit for exploring and analyzing time series atmospheric datasets

adv_cor

A Python package for spatially variable advection correction procedures.

analyzing-precipitation-data

argo_ocean_data_analysis

For use in the SIADS591 Milestone Project

atm407

Weather Analysis (and Synthesis) class, University of Miami

ats641_spring2022

ATS 641, spring 2022 at CSU

ausopenradar2019

A Binder/Pangeo executable repository for the one day Open Science workshop at the 2019 Australian Radar Workshop

auto_radarqcinterp

cappi

cappi-netcdf

Plot Max-Z

cloud_physics

cloudnetpy

Python package for Cloudnet data processing

colormaps

Interactive web tool to generate custom colormaps for Matplotlib / Matlab

csu_radartools

A module of independent functions to do precipitation retrievals from polarimetric radar data

dda_workflow

detection

Methods for Object-based and Neighborhood Threat Evaluation in Python

drpy

python package to open GPM-DPR files into xarray to leverage xarray perks

escience-2022

eScience 2022 course on Tools in Climate Science: Linking Observations with Modelling

esds

Repository for hosting material related to Earth System Data Science Initiative efforts

exgan

Adversarial Generation of Extreme Samples

fusioncnn_hurricanes

public codes for fusing CNN networks

gpm

gpm_and_lightning

Repo for Abhijeet's work

gpmanalysis

gpmmatch

🛰️ Ground-radar vs TRMM/GPM volume-matching. 🛰️

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hurricane_project_ml

Análise e modelagem do comportamento de furacões no Atlântico Norte (Projeto Final - Fundamentos de Data Science)

imd

IMD Radar Network data with lat/lon

imd_radar_network_2023

India Meteorological Department (IMD) Doppler Weather Radar (DWR) Network