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2021-cloud-hackathon

2021 NASA Cloud Hackathon co-hosted by PODAAC, NSIDC and LPDAAC, with support provided by ASDC, GESDISC, IMPACT and NASA Openscapes.

2021-cloud-workshop-agu

NASA Openscapes AGU Workshop SCIWS31 - Enabling Analysis in the Cloud Using NASA Earth Science Data

2022-swot-ocean-cloud-workshop

2022 virtual workshop on accessing and analyzing synthetic SWOT L2 SSH datasets in preparation for SWOT launch, hosted by NASA PO.DAAC.

aiforearthdatasets

Notebooks and documentation for AI-for-Earth-managed datasets on Azure

antarctic-fracture-detection

artificial-surface-mapping

built-up-areas-mapping-v2.0

We uploaded the code based on artificial surface mapping v1.0. We renamed the artificial surface to built-up areas. This uploaded code can process batch images.

classification_models

Classification models trained on ImageNet. Keras.

cold

Algorithm for COntinuous monitoring of Land Disturbance (COLD) using Landsat time series. It can detect many kinds of land disturbance continuously as new images are collected and provide historical land disturbance maps retrospectively.

crc4docker

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

deepwatermap

a deep model that segments water on multispectral images

demcoreg

Utilities for DEM and point cloud co-registration

ds-python-geospatial

Python for GIS and Geoscience - specialist course Doctoral schools of Ghent University

earth-obs-py

This repo contains interactive code examples from the 2021 book "Earth Observation Using Python."

earth-vision

Jakarta Research Earth Observatory - Library

earthdata

Python client for NASA CMR

earthdata-cloud-cookbook

A tutorial book of workflows for research using NASA EarthData in the Cloud created by the NASA-Openscapes team

eo-learn

Earth observation processing framework for machine learning in Python

flopy

A Python package to create, run, and post-process MODFLOW-based models.

gda_cource_2022

UW Geospatial Data Analysis Course

gda_course_2020

Python Geospatial Data Analysis Course offered at UW during winter 2020

gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

geonotebook

A Jupyter notebook extension for geospatial visualization and analysis

geospatialdatascience

Course materials for: Geospatial Data Science

grimpnotebooks

hiector

A Python package for hierarchical building detection developed under Query Planet CCN3

hymod

Implementation of the HYMOD rainfall-runoff model in Python and Julia

icesat-2-satellite-derived-bathymetry-using-landsat-8-data

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) to interpolate depth in optically shallow water.

icesat-2hackweek2022

ICESat-2 Hackweek 2022 landing page and jupyter book

landcover_rcnn

Code for spatially and temporally generalizable regional land cover mapping