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ams-2020-ml-python-course

Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course

caldor-snow

camels

Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"

caravan

A global community dataset for large-sample hydrology

cme211

cssltimeseries

earth-analytics-python-env

A conda environment and docker container to support using earth and environmental data in Python.

efml

Wave phase decomposition of boundary layer velocity measurements from a Nortek Vectrino Profiler.

espmlidar

fsm2

Flexible Snow Model - a multi-physics energy balance model of accumulation and melt of snow on the ground and in forest canopies

geospatial-fundamentals-in-python

Introduction to Working with Geospatial Data in Python with Geopandas

icb

mariannecowherd.github.io

mosaic

mts-lstm

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

musa

MuSA: The Multiscale Snow data Assimilation System

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

pe_snow_fires

notebooks for pe, gpp, snow, etc.

pyrodiversity

Code to calculate pyrodiversity according to Steel et al. 2021

resilient-snowpack-estimation

snow_drought

snow_fires

snowexsql

A project to build, use and maintain a database designed to store a wide variety of experimental data collected during the NASA SnowEx campaign.

snowpalm

Snow Physics and Lidar Mapping Model

snowsn23

swereanalysis

website

JupyterBook for SnowEx Hackweek 2021

wy2023