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shepherdmeng's Projects

2021-erl-wnv-risk icon 2021-erl-wnv-risk

This is the repository used to create West Nile virus risk maps with ECOSTRESS LST measurements.

acolite icon acolite

ACOLITE: generic atmospheric correction module

altoolbox icon altoolbox

MATLAB Active Learning Toolbox for Remote Sensing

antair icon antair

Scripts and functions for a monitoring of air temperature in Antarctica using MODIS data and machine learning

atsc500 icon atsc500

UBC ATSC500 boundary layer meteorology

awesome-atmos icon awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

bayesiantools icon bayesiantools

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics

bndownscale icon bndownscale

Climate Downscaling with Bayesian Networks in R. This is the code for the Master's Thesis Multisite Downscaling of Precipitation with Bayesian Networks, which can be found in the link below. Note that this work has been polished and reworked thoroughly in the repository downscaleR.BN.

builtup-classification-osm icon builtup-classification-osm

Replication code for "Supervised Classification of Built-up Areas in Sub-Saharan African Cities using Landsat Imagery and OpenStreetMap"

cdt icon cdt

The Climate Data Toolbox for Matlab

ceus_mgwr icon ceus_mgwr

Computational Improvements to Multi-scale Geographically Weighted Regression (MGWR)

climlab icon climlab

Python package for process-oriented climate modeling

cryogrid3 icon cryogrid3

CryoGrid is a one-dimensional land surface model dedicated to simulate ground temperatures in permafrost environments. The model calculates the surface energy balance in order to represent energy transfer processes between the atmosphere and the ground. These processes include the radiation balance, the exchange of sensible heat, as well as evaporation and condensation. For a realistic representation of the thermal dynamics of the ground, the model includes processes such as the phase change of soil water and an insulating snow cover during winter. Further developments of CryoGrid already enable the model to represent processes such as ground subsidence and the formation of thermokarst due to melting of excess ground ice. The implemented lake module (FLAKE) allows CryoGird also to simulate heat transfer processes of tundra landscapes that are densely populated by lakes and ponds.

cssfc icon cssfc

experiemntal code for “Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing”

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