YumYumYumi

Advanced-Deep-Learning-with-Keras

Advanced Deep Learning with Keras, published by Packt

Daily-Dose-of-Data-Science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

InstanceSegmentation_Sentinel2

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

geetools-code-editor

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

satlas-super-resolution

sentinel-tree-cover

Image segmentations of trees outside forest

FSCT

opensarlab-notebooks

TreeQSM

Quantitative Structure Models of Single Trees from Laser Scanner Data

tms2geotiff

Download tiles from Tile Map Server (online maps) and make a large geo-referenced image

global-canopy-height-model

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

CCDC

Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.

carbon-budget

Calculate gross GHG emissions, gross carbon removals (sequestration), and net flux from forests globally

tree_detection

This package implements a simple tree detector from point cloud data. It makes no assumptions about the ground plane and can handle arbitrary terrains.

py4dgeo

py4dgeo - A Python library for change analysis in 4D point clouds

allometric

Structured Allometric Models for Trees

SIAC

A sensor invariant Atmospheric Correction (SIAC)

SIAC_GEE

SIAC GEE version

GEEMMM

This repository stores the code for the Google Earth Engine Mangrove Mapping Methodology. It is best used by following the links located in the ReadMe file. The GEM is owned and managed by Blue Ventures Conservation.

radiometric-slope-correction

Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine

nrt

Near Real Time monitoring of satellite image time-series

EO-Climate-Hazard-Analysis-App

A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc). Project under World Bank Group. ⬇️ ⬇️

ai4boundaries

SoilTypeMapping

Predictive soil mapping aiming at making complete consistent soil type maps of the world

arborizer

Tree species segmentation and classification algorithm for SwissimageRS 2018 (Swisstopo)

cocoamapping

Cocoa_plantations_detection

Detecting cocoa plantation in Ivory Coast using Sentinel-2 remote sensing data

gmw_planetary_computer_s2_alerts

Repo with the code producing the GMW alerts using the Microsoft Planetary Computer

biomass

BandExtract