Cherish's repositories
multitemporal-metrics-sentinels
This script calculates multitemporal metrics out of Sentinel 1 & 2 imagery on Google Earth Engine. Outputs are: Sentinel-2 median composite. RGB composite of NDBI, NDVI and NDWI. Sentinel-1 composite of percentile 90, 50, 05 and standard deviation of VV and VH polarizations. Inputs: dates, geometry and Sentinel-1 orbit path (optional).
RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
sentinel2-cloud-detector
Sentinel Hub Cloud Detector for Sentinel-2 images in Python
ajitjohnson.github.io
Blogging site run with jekyll
bayts
Set of tools to apply the probabilistic approach of Reiche et al. (2015, 2018) to combine multiple optical and/or Radar satellite time series and to detect deforestation/forest cover loss in near real-time. The package includes functions to apply the approach to both, single pixel time series and raster time series. Examples and test data are provided below.
CNN-remote-sensing
A tool for CNN multiclass classification based on hyperspectral aerial data.
collect-earth
Open Foris Collect Earth. Augmented Visual Interpretation through Google Earth
custom-scripts
A repository of custom scripts to be used with Sentinel Hub
earthengine-community
Tutorials and content created by Earth Engine users, for Earth Engine users
gee-composite
Make cloud-free Landsat and Sentinel 2 composites using Google Earth Engine Python API
landsat-extract-gee
Get Landsat surface reflectance time-series from google earth engine
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera