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Joshua Culpepper's Projects

arctic-navigability-polaris icon arctic-navigability-polaris

Calculates local grid cell navigability from simulated sea ice thickness (model output). 4 composite "routes" also considered

calecopal icon calecopal

a California-inspired package of color palettes

cbem icon cbem

Scripts and documentation to accompany the published article: Stahl, A.T., Fremier, A.K., Heinse, L., 2021. Cloud-Based Environmental Monitoring to Streamline Remote Sensing Analysis for Biologists. Bioscience. https://doi.org/10.1093/biosci/biab100

climateoperators icon climateoperators

An R package containing wrappers to the Climate Data Operators (CDO) and the NetCDF Operators (NCO)

do_decay icon do_decay

This project focuses on the decay of dissolved oxygen during the winter and summer periods, with year-round, high-frequency observations. This project uses time-series analysis to look at the high-frequency DO and temperature data alongside morphological characteristics as well as productivity and nutrient analyses. The R code focuses on 1) cleaning disaggregated data, 2) aggregating cleaned DO, temperature, oxygen isopote, and water chemistry data, 3) time series analysis on high-frequency DO and temperature data, and 4) statistical analyses of all data

downscalingreanalysis icon downscalingreanalysis

This repository contains three packages that assemble codes and scripts to downscale coarse-resolution reanalysis fields to finer resolutions, accounting for subgrid-scale variability and/or topographic effects.

free_r_tips icon free_r_tips

Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.

geoweaver icon geoweaver

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

hackinglimnoworkshop icon hackinglimnoworkshop

This repository contains a simple remote sensing modeling pipeline for predicting simple water quality parameters in lakes.

ice_quality icon ice_quality

This repository contains data and scripts that analyze available lake ice quality data from the literature.

lake_browning icon lake_browning

The following repository contains code to analyze the LimnoSat-US data (Topp et al., 2021) in order to determine if lakes that are browning are also warming more rapidly.

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