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ShuhongQin's Projects

als_nns icon als_nns

Convolutional Neural Networks to predict forest stand variables with help of voxelized ALS data

bap icon bap

Best Available Pixel calculation using Google Earth Engine

bayesian_lsp icon bayesian_lsp

A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.

beps-sif-model icon beps-sif-model

BEPS-SIF is a global sun-induced chlorophyll fluorescence model which considers the multiple scattering effects within a canopy.

ccdc icon ccdc

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

cuestarfm icon cuestarfm

cuESTARFM is a GPU-enabled enhanced Spatial and Temporal Adaptive Reflectance Fusion Model (ESTARFM)

cufsdaf icon cufsdaf

cuFSDAF is an enhanced FSDAF algorithm parallelized using GPUs. In cuFSDAF, the TPS interpolator is replaced by a modified Inverse Distance Weighted (IDW) interpolator. Besides, computationally intensive procedures are parallelized using the Compute Unified Device Architecture (CUDA), a parallel computing framework for GPUs. Moreover, an adaptive domain-decomposition method is developed to adjust the size of sub-domains according to hardware properties adaptively and ensure the accuracy at the edges of sub-domains.

custsg icon custsg

cuSTSG is a GPU-enabled spatial-temporal Savitzky-Golay (STSG) program based on the Compute Unified Device Architecture (CUDA). Firstly, the cosine similarities between the annual NDVI time series are used to identify and exclude the NDVI values with inaccurate quality flags from the NDVI seasonal growth trajectory. Secondly, the computational performance is improved by reducing redundant computations, and parallelizing the computationally intensive procedures using CUDA on GPUs.

dtwclust icon dtwclust

R Package for Time Series Clustering Along with Optimizations for DTW

dtwsat icon dtwsat

Time-Weighted Dynamic Time Warping for satellite image time series analysis

ee-rgb-timeseries icon ee-rgb-timeseries

Earth Engine JS module to color time series chart points as stretched 3-band RGB.

ee_bionet icon ee_bionet

The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.

ee_ipl_uv icon ee_ipl_uv

Multitemporal Cloud Masking in the Google Earth Engine

eewpython icon eewpython

A series of Jupyter notebook to learn Google Earth Engine with Python

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

geegprphenodemos icon geegprphenodemos

Google Earth Engine demo codes from the article "Monitoring Cropland Phenology on Google Earth Engine Using Gaussian Process Regression"

geeguide icon geeguide

Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts

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