RSMAS InSAR code

Some professional softwares' scripts

Tutorial material on the scientific Python ecosystem

Simulate sequences of earthquake and slow slip driven by long-term geodetic loading on 3D geometrically-complex fault

A bookdown version of "Physical Geology" by Karla Panchuk and Steven Earle

Miscellaneous scripts and functions for calculating surface strain fields

VELMAP is a matlab code that solves for surface velocity and strain rate fields by joint inversion of InSAR and GNSS data. It can also be used for referencing to GNSS reference frames.

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

A scientific software for the numerical simulation of seismic wave phenomena and earthquake dynamics

Machine learning, in numpy

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

Download and merge DEM tiles

Cloud processing with Envisat ASAR data and ROI_PAC

Python tools to download, convert, and visualize UAVSAR images.

HyP3 plugin for generating SAR products with GAMMA

Ampcor (Cross-correlation) with CUDA

[TGRS 2023] When Vectorization Meets Change Detection

Two datasets for building instance segmentation.

This library reads and writes ESRI Shapefiles in pure Python.

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

The official pytorch implementation of Exploring the User Guidance for More Accurate Building Segmentation from High-Resolution Remote Sensing Images [JAG 2024]