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jlm365's Projects

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

downscale-satellitelst icon downscale-satellitelst

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

droughteye icon droughteye

An interface to monitor remotely sensed thermal in near real time

eo-learn icon eo-learn

Earth observation processing framework for machine learning in Python

eo4ai icon eo4ai

Earth Observation dataset preprocessing tools for Deep Learning

esvia icon esvia

Elkhorn Slough Vegetation Imagery Assessment (ESVIA). This suite of Google Earth Engine Javascript code analyzes vegetation change in a historical time-series using Landsat, as well as current-day vegetation productivity using Sentinel 2A imagery. Included in the scripts are operations such as image acquisition, image processing, and applications of vegetation indices with band combinations highlighting vegetation. The purpose of the software is to apply vegetation indices to Landsat 5, Landsat 8, and Sentinel 2A images, conduct a simply NDVI change detection, create histograms showing data distribution, and export the results.

flow icon flow

Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

freshwater icon freshwater

Greenland liquid water runoff from 1958 through 2019

frontlearning icon frontlearning

Using neural networks to identify glacier calving fronts from satellite imagery

gipl icon gipl

GIPL permafrost model: project to generate a BMI interface to GIPL with the goal of using it within the CSDMS WMT framework

glaciallakehazards icon glaciallakehazards

Matlab codes from PhD work on glacial lake outburst flood hazards in the Nepal Himalaya

glacierhack2017 icon glacierhack2017

Code and notes for the 2017 UW eScience geohackweek GlacierHack project

glaciersmbm icon glaciersmbm

:exclamation: This is a read-only mirror of the CRAN R package repository. glacierSMBM — Glacier Surface Mass Balance Model

globsim icon globsim

Using global reanalyses for permafrost simulation

gmbtools icon gmbtools

DEM processing and geodetic mass balance calculation for mountain glaciers

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