Sharad Kumar Gupta's repositories
camera-spectroscopy
Smartphones based spectroscopy for estimating soil properties
3DFin
3D Forest INventory
AngleCAM
A deep learning-based method to infer leaf angle variation from photographs.
best-of-atomistic-machine-learning
🏆 A ranked list of awesome atomistic machine learning libraries ⚛️🧬💎.
dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
deafrica-sandbox-notebooks
Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray
detectree2
Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN
Efficient_Python_tricks
Efficient Python Tricks and Tools for Data Scientists
EZ-InSAR
Matlab Interface for Easy InSAR
geospatial_data_science
Course materials for: Geospatial Data Science
GML2023
Graph Machine Learning course, Xavier Bresson, 2023
gmt-for-geodesy
Material for the annual GMT for EarthScope short course
HighResCanopyHeight
This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".
hyperspectral-notebooks
Example hyperspectral notebooks
ICESat-2-Hackweek-2023
ICESat-2 Hackweek 2023 tutorials and event website
integrated_methane_inversion
Integrated Methane Inversion workflow repository.
Julia-intro-for-geoscience-EGU2024
https://meetingorganizer.copernicus.org/EGU24/session/49443
MarineEcosystemNotebooks
Marine ecosystem observations and models
MultiscaleHeterotheca
This repository provides the code and data created for multiscale mapping of Heterotheca subaxillaris.
OGH_summer_school_2023
Links and slides from the OpenGeoHub summer school 2023
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Spherical-Pano-UPDATE
Scripts used to process smartphone spherical panoramas into upward facing hemispherical images for estimating forest canopy metrics.
Structural-Equation-Modeling-foR-Psychologists
Lesson files used in the Structural Equation Modeling for Psychologists.
TreeCrownDelineation
Individual tree crown delineation in optical remote sensing images
UAV_image_processing
MicaSense RedEdge and Altum image processing tutorials
VITALS
This repository provides Python Jupyter notebook examples to help users work with VSWIR and TIR data from the EMIT and ECOSTRESS missions.
wildfire-detection
This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.
XAI-tool4GEE
This is the repository for the paper titled, "Enhancing Land Cover Mapping and Monitoring: An Interactive and Explainable Machine Learning Approach using Google Earth Engine".