ProjectPythia / landsat-ml-cookbook
Machine learning on Landsat satellite data using open source tools
☆13Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for landsat-ml-cookbook
- A jupyter book tutorial demonstrating accessing and working with Sentinel-1 RTC imagery using xarray☆17Updated 8 months ago
- Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data☆15Updated 2 years ago
- The HDF5 Cloud Optimized Read Only Python Package☆24Updated 3 months ago
- ☆9Updated last month
- stactools package for working with sentinel1 data☆29Updated 8 months ago
- Examples of analysis of Google Cloud CMIP6 data using Pangeo tools☆13Updated 3 weeks ago
- Synthetic Aperture Radar (SAR) Level-1 GRD python mapper for efficient xarray/dask based processing☆28Updated this week
- A high-level Python framework to evaluate the skill of geospatial datasets by comparing candidates to benchmark maps producing agreement …☆22Updated last month
- Helping Python developers understand the structure and 'cloud-friendliness' of an HDF5 file.☆18Updated last year
- a collection of remote climate data accessed via intake cached to disk☆19Updated last month
- CryoCloud JupyterBook☆24Updated last month
- Building a Zarr data cube using serverless cloud compute☆44Updated 4 months ago
- An experiment to query Xarray datasets with SQL☆24Updated 3 months ago
- ICESat-2 Hackweek 2022 landing page and jupyter book☆22Updated last year
- Content for SciPy 2024 Tutorial "Github Actions for Scientific Data Workflows."☆28Updated last month
- [DEMO] TiTiler extension for xarray☆29Updated 2 weeks ago
- NASA cloud science tutorials and science use cases☆22Updated this week
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆13Updated 2 years ago
- Conveniently search, download, and process ArcticDEM and REMA products☆19Updated 2 weeks ago
- Containerized application for running individual tasks in a larger, orchestrated CMIP6 bias-adjustment and downscaling workflow.☆16Updated this week
- Simple STAC Catalogs discovery tool.☆25Updated 2 years ago
- A python package of tools coming from the GEOGloWS initiative☆16Updated 3 months ago
- For extending xarray.open_dataset to accept pystac objects☆32Updated 7 months ago
- The repo contains the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Ea…☆21Updated 3 months ago
- The streamflow evaluator compares modeled streamflow to in situ USGS monitoring sites, with interactive visualizations supporting an in-d…☆15Updated last year
- A project to access the SnowEx database holding data from the NASA SnowEx campaign☆23Updated last week
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated last month
- A way to manage forecast Xarray datasets using datatrees☆14Updated last year
- Can we use Planet high-resolution imagery and machine learning to assess snow cover?☆20Updated 2 years ago
- Accessing satellite and reanalysis data made easy.☆18Updated 2 weeks ago