Ka Hei's repositories
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. ⬇️ ⬇️
Deep-Learning-Locust-Prediction
This is the EAGLE M.Sc. semester project for the Deep Learning class (Advanced Programming for remote sensing) 🦗🌾🌾 Topic: Deep-Learning-based Locust prediction using Landsat series and short-term climate data
Downloading-CMIP-Data-using-Python
This repo illustrates how public users can use cdsapi Python API to download climate model data and do some first analysis
VIIRS_Fire_ML_Clustering
Detecting active fire hotspots and unsupervised clustering hotspots using VIIRS thermal remote sensing data.
awesome-digital-history
Find primary sources online and learn how to research history digitally.
digital-chinese-history-blog
This is the blog for Python tutorials on digital Chinese history
machine-learning-project
This repo includes my machine learning projects from unsupervised clustering to CNN deep learning. This is part of my data science portfolio, also featured in my GitHub page (https://pinkychow1010.github.io/).
Awesome-GEE
A curated list of Google Earth Engine resources
awesome-geospatial-companies
:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Burkina_Faso_Inland_Water_Bodies_Time_Series
Detecting Lake Dynamics/ Time Series 🌊 in Burkina Faso using Sentinel-2 🛰 (Open Data Cube 📦)
GNSS-Home-Range-Analysis
Dashboard for Home Range Analysis🌳 using Gorilla 🦍 GNSS data 🗺️.
deafrica-sandbox-notebooks
Notebooks for the Digital Earth Africa Sandbox
downscaleCMIP6
Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project
eo2cube_notebooks
Open Data Cube Software Project: https://datacube.remote-sensing.org/
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.
imgaug
Image augmentation for machine learning experiments.
leaflet-storymaps-with-google-sheets
Scroll-driven story map, with point markers and narrative text in GeoJSON, using Leaflet and jQuery
LiDAR-Bark-Beetle-Infestation
This is the group project under EAGLE M.Sc. course - MB3 – From Field Measurements to Geoinformation, with UAV field data 🌲🐞 collected during an excursion in the Berchtesgaden National Park, Germany.
mangrove_risk_assessment
Mangrove Flood Risk Assessment 🌳🌊
NLP-Python-Demo
NLP code example
Open-Data-Cube-Python-Basics
This repo is for basic Python training in order to perform satellite data analysis in eo2cube (Open Data Cube)
PhuQuoc_OpenDumping
A Google Earth Engine script for Dumping Site Detection on Phu Quoc Island, Vietnam Using Sentinel 2
pinkychow1010.github.io
My personal website and data science/ machine learning portfolio 😊 Feel free to visit ⬇️⬇️
postgis
Spatial Data Management with PostgreSQL and PostGIS https://gishub.org/sdm
primitive
Reproducing images with geometric primitives.
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Signal-Processing-and-Data-Analysis
Assignments for class in signal processing and data analysis