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This repository containts materials for End-to-End AI for Science

Jupyter Notebook 215 67 Updated Dec 22, 2025

Hydrology-relevant tutorials and resources for the Surface Water and Ocean Topography (SWOT) Mission

Jupyter Notebook 39 10 Updated Apr 28, 2025

LSTM AI-based model with selected input scenarios for runoff modeling

Jupyter Notebook 1 Updated Nov 26, 2024

Repository of materials for the tutorial 'Can you predict the future? Introduction to the NEON Forecasting Challenge'.

R 13 67 Updated May 28, 2025

materials for CSU ATS Weather-to-Climate Data Driven Forecasting

Jupyter Notebook 5 3 Updated Oct 23, 2024

Physics-informed learning of governing equations from scarce data

12 2 Updated Feb 16, 2021

This repository contains the Datasheets for Earth Science Datasets templates for community use.

TeX 10 Updated Apr 21, 2025

machine learning for the atmospheric sciences - a CSU course

Jupyter Notebook 34 4 Updated Oct 30, 2023

Code to process ICESat-2 ATL03 photon returns into refraction corrected bathymetry and collocate the data to reflectance values from Landsat 8 multispectral data (Processed in the SeaDAS program) t…

MATLAB 18 5 Updated Mar 29, 2022

SeaDAS SeaWiFS Data Analysis System

HTML 59 20 Updated May 20, 2022

Automatic download and process Landsat data

Python 5 1 Updated Dec 22, 2023

getgfs extracts weather forecast variables from the NOAA GFS forecast with no obscure, platform specific, dependencies

Python 46 11 Updated Jul 28, 2024

CRAN Task View: Hydrology

R 138 52 Updated Nov 10, 2025

Quality control checks on continuous data. Example data is from a HOBO data logger with 30 minute intervals.

HTML 24 14 Updated Oct 3, 2025

Webinar: NASA ORNL DAAC MODIS and VIIRS Data Tools and Services at your Fingertips

Jupyter Notebook 17 7 Updated Sep 30, 2020

This repository pulls reflectance values from the chebysev center points of lakes in the HydroLakes database and analyzes large scale patterns in lake attributes.

Python 5 3 Updated Oct 28, 2020

Templates for submitting metadata to EDI.

9 1 Updated May 25, 2022

Creative Commons Licenses for Github

655 309 Updated Dec 10, 2024

Repo for the Jupyter notebooks for a programming course at the Justus-Liebig-University Giessen

Jupyter Notebook 51 20 Updated Jul 25, 2022

Sensor data for Lake Sunapee (SUNP)

1 3 Updated Jul 3, 2025