The Common Land Model

Penman-Monteith-Leuning Evapotranspiration on GEE

Code for data processing, analysis & visualization

Random forest, linear regression, guassian process, and nearest neighbor from scratch to predict crop yield from year-round weather data

Sequence-to-sequence model with LSTM encoder/decoders and attention

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

Predict stock with LSTM supporting pytorch, keras and tensorflow

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

Matlab code for Climate Change and Terrestrial Ecosystem Modeling

Code for implementing Extended Triple Collocation (ETC)

Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"

Python 3 package for Fully Convolutional Network development, specifically for cloud masking

a method to construct and train a FCN to do building generalization in cartography

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

CapsLock 切换输入法中英文

Python module for partitioning eddy covariance flux measurements.

🐉 A Song of Ice and Fire / Game of Thrones Kindle Dictionary

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data