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fasstr (version 0.5.3)

Analyze, Summarize, and Visualize Daily Streamflow Data

Description

The Flow Analysis Summary Statistics Tool for R, 'fasstr', provides various functions to tidy and screen daily stream discharge data, calculate and visualize various summary statistics and metrics, and compute annual trending and volume frequency analyses. It features useful function arguments for filtering of and handling dates, customizing data and metrics, and the ability to pull daily data directly from the Water Survey of Canada hydrometric database ().

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Version

Install

install.packages('fasstr')

Monthly Downloads

478

Version

0.5.3

License

Apache License 2.0

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/bcgov/fasstr

Homepage

https://bcgov.github.io/fasstr/

Maintainer

Jon Goetz

Last Published

September 27th, 2024

Functions in fasstr (0.5.3)

calc_annual_extremes

Calculate annual high and low flows

calc_annual_normal_days

Calculate annual days above and below normal

calc_annual_stats

Calculate annual summary statistics

calc_annual_flow_timing

Calculate annual timing of flows

calc_annual_lowflows

Calculate annual low flows and dates

calc_annual_outside_normal

Calculate annual days above and below normal

calc_annual_highflows

Calculate annual high flows and dates

calc_daily_cumulative_stats

Calculate cumulative daily flow statistics

calc_annual_peaks

Calculate annual high and low flows

calc_daily_stats

Calculate daily summary statistics

calc_longterm_daily_stats

Calculate long-term summary statistics from daily mean flows

compute_annual_trends

Calculate prewhitened nonlinear annual trends on streamflow data

calc_longterm_monthly_stats

Calculate long-term summary statistics from annual monthly mean flows

compute_frequency_analysis

Perform a custom volume frequency analysis

compute_annual_frequencies

Perform an annual low or high-flow frequency analysis

calc_flow_percentile

Calculate the percentile rank of a flow value

calc_longterm_mean

Calculate the long-term mean annual discharge

calc_monthly_stats

Calculate monthly summary statistics

calc_longterm_percentile

Calculate long-term percentiles

calc_monthly_cumulative_stats

Calculate cumulative monthly flow statistics

compute_frequency_quantile

Calculate an annual frequency analysis quantile

plot_annual_extremes

Plot annual high and low flows

compute_hydat_peak_frequencies

Perform a frequency analysis on annual peak statistics from HYDAT

plot_annual_flow_timing_year

Plot annual timing of flows for a specific year

plot_annual_extremes_year

Plot annual high and low flows for a specific year

fasstr: Analyze, Summarize, and Visualize Daily Streamflow Data

compute_full_analysis

Compute a suite of tables and plots from various fasstr functions

fill_missing_dates

Fills data gaps of missing dates

plot_annual_cumulative_stats

Plot annual (and seasonal) total cumulative flows

plot_annual_flow_timing

Plot annual timing of flows

plot_annual_outside_normal

Plot annual days above and below normal

plot_annual_means

Plot annual means compared to the long-term mean

plot_annual_normal_days_year

Plot days above normal, below normal and normal for a specific year

plot_annual_stats

Plot annual summary statistics (as lines)

plot_annual_symbols

Plot daily streamflow data symbols by year

plot_annual_lowflows

Plot annual low flows and dates

plot_annual_stats2

Plot annual summary statistics (as ribbons)

plot_annual_highflows

Plot annual high flows and dates

plot_annual_normal_days

Plot annual count of normal days and days above and below normal

plot_daily_cumulative_stats

Plot cumulative daily flow statistics

Plot a daily streamflow data set

plot_flow_duration

Plot flow duration curves

plot_longterm_daily_stats

Plot long-term summary statistics from daily mean flows

plot_flow_data_symbols

Plot daily streamflow data with their symbols

plot_monthly_means

Plot monthly means and percent LTMADs

plot_monthly_cumulative_stats

Plot cumulative monthly flow statistics

plot_daily_stats

Plot daily summary statistics

plot_longterm_monthly_stats

Plot long-term summary statistics from annual monthly mean flows

plot_missing_dates

Plot annual and monthly missing dates

plot_data_screening

Plot annual summary statistics for data screening

screen_flow_data

Calculate annual summary and missing data statistics for screening data

Objects exported from other packages

plot_monthly_stats2

Plot monthly summary statistics (as ribbons)

Write plots from a list into a directory or PDF document

write_objects_list

Write all data frames and plots from a list of objects into a directory

Write a data frame as a .xlsx, .xls, or .csv file

plot_monthly_stats

Plot monthly summary statistics

write_flow_data

Write a streamflow dataset as a .xlsx, .xls, or .csv file

write_full_analysis

Write a suite of tables and plots from various fasstr functions into a directory

add_daily_yield

Add a daily volumetric water yield column to daily flows

add_date_variables

Add year, month, and day of year variable columns to daily flows

add_rolling_means

Add rolling n-day average column(s) to daily flows

Add a basin area column to daily flows

calc_all_annual_stats

Calculate all fasstr annual statistics

add_cumulative_yield

Add a daily cumulative water yield column to daily flows

Add a column of seasons

add_daily_volume

Add a daily volumetric flows column to daily flows

add_cumulative_volume

Add a daily cumulative volumetric flows column to daily flows

calc_annual_cumulative_stats

Calculate annual (and seasonal) total cumulative flows