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Phil Brodrick's Projects

bfg-nets icon bfg-nets

Framework for geospatial research CNN development.

brdf-correction icon brdf-correction

Easy to use, python implementation of a brdf correction to hyperspectral data.

ecocnn icon ecocnn

A CNN for remotely sensed imagery, with emphasis on the IO pipeline to construct and apply the model.

ensembleplsr icon ensembleplsr

Wrapper around the scikit-learn PLSR package to provide a PLSR ensemble method. Mimics some of the properties of the R autoPLS package.

forest_drought_resistance icon forest_drought_resistance

Repository corresponding to "Forest drought resistance at large geographic scales" in Geophysical Research Letters.

gap_clustering icon gap_clustering

Implementation of a modified gap-statistic (Hastie, 2001) approach to clustering.

iotest icon iotest

comparison between different chunking and compression styles

isofit icon isofit

Imaging Spectromter Optimal FITting

oceananigans.jl icon oceananigans.jl

🌊 Julia software for fast, friendly, flexible, data-driven, ocean-flavored fluid dynamics on CPUs and GPUs

ray icon ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

shade-ray-trace icon shade-ray-trace

Write a ray tracing algorithm to generate shade masks from NEON data.

spectralunmixing icon spectralunmixing

Spectral unmixing, oriented towards imaging spectroscopy data. Lots of flavors included.

srtmnet icon srtmnet

Surrogate Radiative Transfer Modeling Network

stac-site icon stac-site

Website for SpatioTemporal Asset Catalog specification

stac-spec icon stac-spec

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

termiteresilience icon termiteresilience

Complimentary repository with code to reproduce results from "Resistance of mound-building termites to anthropogenic land-use change."

tikorder icon tikorder

Tikhonov spectrum fitting, replicating certain features of R. N. Clark's "Tetracorder" approach but with a Bayesian flavor

vitals icon vitals

This repository provides Python Jupyter notebook examples to help users work with VSWIR and TIR data from the EMIT and ECOSTRESS missions.

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