Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"
☆233May 4, 2023Updated 3 years ago
Alternatives and similar repositories for ARSET_ML_Fundamentals
Users that are interested in ARSET_ML_Fundamentals are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Application of NASA SPoRT-Land Information System (SPo…☆16Jun 7, 2023Updated 3 years ago
- Repository associated with the NASA ARSET Training, "Drought Monitoring, Prediction, and Projection using NASA Earth System Data"☆19Aug 1, 2024Updated 2 years ago
- Repository associated with the NASA ARSET Training, "Applications of Carbon Dioxide Measurements for Climate-Related Studies"☆22Jul 8, 2024Updated 2 years ago
- ☆14Feb 23, 2022Updated 4 years ago
- ☆38Mar 23, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Dec 12, 2022Updated 3 years ago
- Library for smoothing satellite signals☆23Oct 6, 2023Updated 3 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Nov 27, 2019Updated 6 years ago
- NASAaccess is R package that can generate gridded ascii tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive var…☆96Jan 14, 2024Updated 2 years ago
- References regarding geospatial artificial intelligence (#geoAI) and geospatial machine learning (#geoML)☆18Updated this week
- End-to-end workflow for generating high resolution cropland maps☆118Oct 5, 2026Updated last week
- ☆15May 27, 2025Updated last year
- Earth Observation Data Science Cookbook provides training material centered around Earth Observation data while honoring the Pangeo Philo…☆21Updated this week
- Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.☆78Jun 25, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Textbook that provides JavaScript and Python code to create open reproducible remote sensing analyses and workflows in Google Earth Engin…☆47Apr 19, 2021Updated 5 years ago
- Geopandas and Shapely☆10Jul 29, 2018Updated 8 years ago
- ARSET training: Introduction to Thermal Remote Sensing. Part 2 Demo 1: Nighttime Cooling Patterns During the LA September 2024 Heatwave☆20May 13, 2026Updated 5 months ago
- Community Datasets added by users and made available for use at large☆1,244Updated this week
- Visualizing Land Cover and Land Use Change with NASA Satellite Imagery: This ARSET training explores how the R statistical coding languag…☆34May 11, 2026Updated 5 months ago
- Application of deep learning for earth observation.☆133May 3, 2024Updated 2 years ago
- Repository containing all the Python materials☆45Oct 3, 2023Updated 3 years ago
- Learning Python for spatio-temporal analysis☆11Nov 19, 2022Updated 3 years ago
- Earth observation processing framework for machine learning in Python☆1,254Sep 9, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆58Jan 8, 2024Updated 2 years ago
- A curated list of Earth Science's Artificial Intelligence (AI) tutorials, notebooks, software, datasets, courses, books, video lectures a…☆252Updated this week
- Class for Pratt SAVI 810 2020-03: Intro to Python Scripting for Geospatial☆37May 12, 2020Updated 6 years ago
- A collection of Jupyter notebooks for GEE Courses☆92Mar 26, 2022Updated 4 years ago
- ☆211Mar 12, 2025Updated last year
- Provides tutorials for using MDNs with in situ measurements and satellite imagery☆19Feb 20, 2026Updated 7 months ago
- SHAP-Based Interpretable Object Detection Method for Satellite Imagery☆14Jul 29, 2022Updated 4 years ago
- ☆22Oct 7, 2020Updated 6 years ago
- This repo contains the training webpage and hands-on tutorials for users to learn the fundamental characteristics of GEDI spaceborne lida…☆18Nov 18, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This repository provides guides, short how-tos, and tutorials to help users access and work with data from the Global Ecosystem Dynamics …☆109Jun 27, 2025Updated last year
- Ressources for the session on machine learning and remote sensing at the OpenGeoHub Summer school in Wageningen 2020☆15Aug 16, 2020Updated 6 years ago
- A tutorial book of workflows for research using NASA EarthData in the Cloud created by the NASA-Openscapes team☆114Updated this week
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Jul 7, 2024Updated 2 years ago
- R package to analyze trajectories of a time series☆15Jul 2, 2025Updated last year
- A practitioner's guide to applied deep learning for Earth observation, covering semantic segmentation, object detection, time series, fou…☆68Oct 9, 2026Updated last week
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆51Dec 8, 2018Updated 7 years ago