WRTDStidal: Weighted Regression for Water Quality Evaluation in Tidal Waters

An adaptation for estuaries (tidal waters) of weighted regression on time, discharge, and season to evaluate trends in water quality time series.

AuthorMarcus W. Beck [aut, cre]
Date of publication2016-11-08 00:59:19
MaintainerMarcus W. Beck <mbafs2012@gmail.com>
LicenseCC0
Version1.0.1

View on CRAN

Man pages

aiccrq: Akaike's Information Criterion for weighted quantile...

all_sims: Simulate a response variable time series using all functions

annual_agg: Create annual aggregations of WRTDS output

chldat: Monthly chlorophyll time series for Hillsborough Bay

chllab: Chlorophyll axis label

chngest: Get trend for a single time period

createsrch: Create a grid of half-window widths to evaluate

daydat: Daily chlorophyll, salinity, and discharge time series for...

dec_time: Create decimal time from time vector

dynaplot: Plot model response to salinity or flow as a lineplot for all...

fill_grd: Add date columns and fill missing values in the interpolation...

fillpo: Fill the 'predonobs' attribute

fitmoplot: Plot the fitted results for a tidal object by month

fitplot: Plot the fitted results for a tidal object

getwts: Get weights for regression

goodfit: Quantile regression goodness of fit

gradcols: Get colors for plots

gridplot: Plot variable response to salinity/flow as a gridded surface...

lnQ_sim: Simulate a discharge time series

lnres_err: Simulate random errors from a time series

lnres_sim: Simulate a water quality time series

modfit: Fit weighted regression and get predicted/normalized response...

nobsplot: Plot number of observations in a WRTDS interpolation grid

obsplot: Plot observed response variable and salinity/flow data

prdnrmplot: Plot combined predicted and normalized results from a tidal...

resnorm: Get salinity/flow normalized WRTDS predictions from...

respred: Get WRTDS predictions from interpolation grids

resscls: Get the scale parameters for predicted values

samp_sim: Sample a daily time series at a set frequency

seasplot: Plot seasonal trends across all years

seasyrplot: Plot seasonal model response by years

sliceplot: Plot time slices within a tidal object

tidal: Create a tidal class object

tidalmean: Create a tidalmean class object

tidfit: Monthly chlorophyll time series for Hillsborough Bay as a...

tidfitmean: Monthly chlorophyll time series for Hillsborough Bay as a...

tidobj: Monthly chlorophyll time series for Hillsborough Bay as a...

tidobjmean: Monthly chlorophyll time series for Hillsborough Bay as a...

winsrch_constrOptim: Find the optimal half-window width combination

winsrch_grid: Evaluate half-window width combinations

winsrch_optim: Find the optimal half-window width combination

wrtds: Get WRTDS prediction grid

wrtdscv: Use k-fold cross-validation to evaluate WRTDS model fit

wrtdsperf: Get WRTDS peformance metrics

wrtdsrsd: Get WRTDS residuals

wrtdstrnd: Get WRTDS trends

wtsplot: Plot the weights for an observation

Files in this package

WRTDStidal
WRTDStidal/NAMESPACE
WRTDStidal/data
WRTDStidal/data/daydat.RData
WRTDStidal/data/tidobjmean.RData
WRTDStidal/data/tidfitmean.RData
WRTDStidal/data/chldat.RData
WRTDStidal/data/tidobj.RData
WRTDStidal/data/tidfit.RData
WRTDStidal/R
WRTDStidal/R/respred.R WRTDStidal/R/tidobjmean.R WRTDStidal/R/globalVariables.R WRTDStidal/R/wrtdsperf.R WRTDStidal/R/lnres_err.R WRTDStidal/R/dynaplot.R WRTDStidal/R/resnorm.R WRTDStidal/R/aiccrq.R WRTDStidal/R/tidobj.R WRTDStidal/R/annual_agg.R WRTDStidal/R/fitmoplot.R WRTDStidal/R/seasplot.R WRTDStidal/R/wrtdstrnd.R WRTDStidal/R/chldat.R WRTDStidal/R/sliceplot.R WRTDStidal/R/wrtdscv.R WRTDStidal/R/daydat.R WRTDStidal/R/lnres_sim.R WRTDStidal/R/seasyrplot.R WRTDStidal/R/tidfitmean.R WRTDStidal/R/getwts.R WRTDStidal/R/prdnrmplot.R WRTDStidal/R/gridplot.R WRTDStidal/R/winsrch_constrOptim.R WRTDStidal/R/wrtdsrsd.R WRTDStidal/R/gradcols.R WRTDStidal/R/modfit.R WRTDStidal/R/resscls.R WRTDStidal/R/createsrch.R WRTDStidal/R/chllab.R WRTDStidal/R/winsrch_grid.R WRTDStidal/R/lnQ_sim.R WRTDStidal/R/tidalmean.R WRTDStidal/R/chngest.R WRTDStidal/R/fillpo.R WRTDStidal/R/fitplot.R WRTDStidal/R/winsrch_optim.R WRTDStidal/R/wtsplot.R WRTDStidal/R/obsplot.R WRTDStidal/R/tidfit.R WRTDStidal/R/nobsplot.R WRTDStidal/R/dec_time.R WRTDStidal/R/fill_grd.R WRTDStidal/R/samp_sim.R WRTDStidal/R/tidal.R WRTDStidal/R/goodfit.R WRTDStidal/R/wrtds.R WRTDStidal/R/all_sims.R
WRTDStidal/README.md
WRTDStidal/MD5
WRTDStidal/DESCRIPTION
WRTDStidal/man
WRTDStidal/man/tidobj.Rd WRTDStidal/man/fillpo.Rd WRTDStidal/man/chldat.Rd WRTDStidal/man/winsrch_optim.Rd WRTDStidal/man/sliceplot.Rd WRTDStidal/man/wrtdstrnd.Rd WRTDStidal/man/samp_sim.Rd WRTDStidal/man/chllab.Rd WRTDStidal/man/resnorm.Rd WRTDStidal/man/nobsplot.Rd WRTDStidal/man/respred.Rd WRTDStidal/man/fill_grd.Rd WRTDStidal/man/dec_time.Rd WRTDStidal/man/wtsplot.Rd WRTDStidal/man/wrtdsrsd.Rd WRTDStidal/man/prdnrmplot.Rd WRTDStidal/man/tidfit.Rd WRTDStidal/man/winsrch_constrOptim.Rd WRTDStidal/man/resscls.Rd WRTDStidal/man/wrtdsperf.Rd WRTDStidal/man/tidalmean.Rd WRTDStidal/man/dynaplot.Rd WRTDStidal/man/tidobjmean.Rd WRTDStidal/man/annual_agg.Rd WRTDStidal/man/winsrch_grid.Rd WRTDStidal/man/seasplot.Rd WRTDStidal/man/fitmoplot.Rd WRTDStidal/man/tidfitmean.Rd WRTDStidal/man/gridplot.Rd WRTDStidal/man/chngest.Rd WRTDStidal/man/obsplot.Rd WRTDStidal/man/tidal.Rd WRTDStidal/man/goodfit.Rd WRTDStidal/man/all_sims.Rd WRTDStidal/man/fitplot.Rd WRTDStidal/man/modfit.Rd WRTDStidal/man/seasyrplot.Rd WRTDStidal/man/lnres_sim.Rd WRTDStidal/man/wrtdscv.Rd WRTDStidal/man/lnres_err.Rd WRTDStidal/man/gradcols.Rd WRTDStidal/man/daydat.Rd WRTDStidal/man/createsrch.Rd WRTDStidal/man/wrtds.Rd WRTDStidal/man/lnQ_sim.Rd WRTDStidal/man/getwts.Rd WRTDStidal/man/aiccrq.Rd

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