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shepherdmeng's Projects

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.

dafne icon dafne

A Matlab Toolbox for Bayesian multi-source remote sensing and ancillary data fusion, with application to flood mapping

dl-4-tsc icon dl-4-tsc

Deep Learning for Time Series Classification

download icon download

Lantern官方版本下载 蓝灯 翻墙 代理 科学上网 外网 加速器 梯子 路由 proxy vpn circumvention gfw

download-1 icon download-1

佛跳墙官方版本下载页 翻墙 代理 科学上网 外网 加速器 梯子 路由

dredn icon dredn

Downscaling 500m and 1000m MODIS spectral bands to 250m

et icon et

Code for mapping, modeling, and validating evapotranspiration data across spatial and temporal scales

evapotranspiration icon evapotranspiration

Calculate and compare various evapotranspiration methods with the Evapotraspiration package

explainai icon explainai

An integrated XAI package including ALE, PDP, ICE LIME and Shapley.

fast-stwr icon fast-stwr

Parallel Computing for Fast Spatiotemporal Weighted Regression

fastgwr icon fastgwr

Fast Geographically Weighted Regression (FastGWR): A Scalable Algorithm to Investigate Spatial Process Heterogeneity in Millions of Observations

filterpy icon filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

floodmapsworkshop icon floodmapsworkshop

Workshop Training to generate flood maps from Radarsat-2, EO-1, MODIS and Landsat-8

fmask icon fmask

The software called Fmask (Function of mask) is used for automated clouds, cloud shadows, and snow masking for Landsats 4-8 and Sentinel 2 images.

gard icon gard

Generalized Analog Regression Downscaling (GARD) code

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