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gumboot

R code for Clark et al. (2021) "The abuse of popular performance metrics in hydrologic modeling", Water Resources Research, doi:<10.1029/2020WR029001>.

This package is intended to quantify the sampling uncertainty in goodness of fit statistics, such as KGE or NSE, which are commonly used for calibrating the parameters of hydrological models.

The package gets its name because it uses bootstrapping to solve water-related problems.

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Version

Install

install.packages('gumboot')

Monthly Downloads

271

Version

1.0.2

License

GPL-3

Maintainer

Kevin Shook

Last Published

December 7th, 2025

Functions in gumboot (1.0.2)

CAMELS_bootjack

Jackknife after bootstrap for all CAMELS sites
flows_1030500

Observed and simulated flows for a single location
read_CAMELS

Reads simulated and observed values from CAMELS netcdf file for a single location
bootjack

Bootstrap-jacknife of flow calibration statistics
ggplot_estimate_uncertainties

Plots uncertainties in model error estimates
hcdn_conus_sites

Locations of HCDN sites in CONUS
gumboot-package

Bootstrap Analyses of Hydrological Model Error