Data TidyingFunctions to add rows and columns of dates and discharge conversions to daily streamflow data frames to prepare for custom analyses. |
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Fills data gaps of missing dates |
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Add year, month, and day of year variable columns to daily flows |
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Add a column of seasons |
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Add rolling n-day average column(s) to daily flows |
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Add a basin area column to daily flows |
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Add a daily volumetric flows column to daily flows |
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Add a daily volumetric water yield column to daily flows |
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Add a daily cumulative volumetric flows column to daily flows |
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Add a daily cumulative water yield column to daily flows |
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Data ScreeningFunctions to calculate and plot statistics to screen data for outliers, gaps, and missing dates. |
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Plot a daily streamflow data set |
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Plot daily streamflow data with their symbols |
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Calculate annual summary and missing data statistics for screening data |
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Plot annual summary statistics for data screening |
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Plot annual and monthly missing dates |
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Plot daily streamflow data symbols by year |
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Flow Summary StatisticsFunctions to calculate and plot mean, median, minimum, and selected percentiles flows. Can select duration (e.g. 7-day, 30-day) of statistics using ‘roll_days’ arguments. |
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Calculate daily summary statistics |
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Plot daily summary statistics |
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Calculate monthly summary statistics |
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Plot monthly summary statistics |
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Plot monthly summary statistics (as ribbons) |
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Plot monthly means and percent LTMADs |
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Calculate annual summary statistics |
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Plot annual summary statistics (as lines) |
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Plot annual summary statistics (as ribbons) |
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Plot annual means compared to the long-term mean |
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Calculate long-term summary statistics from daily mean flows |
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Plot long-term summary statistics from daily mean flows |
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Calculate long-term summary statistics from annual monthly mean flows |
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Plot long-term summary statistics from annual monthly mean flows |
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Calculate the long-term mean annual discharge |
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Calculate long-term percentiles |
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Calculate the percentile rank of a flow value |
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Plot flow duration curves |
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Cumulative/Total Discharge Summary StatisticsFunctions to calculate and plot mean, median, minimum, and selected percentiles flows for years (or seasons) by volume (cubic metres) or by area-based water yield (mm) using the ‘use_yield’ and ‘basin_area’ arguments. |
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Calculate annual (and seasonal) total cumulative flows |
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Plot annual (and seasonal) total cumulative flows |
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Calculate cumulative monthly flow statistics |
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Plot cumulative monthly flow statistics |
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Calculate cumulative daily flow statistics |
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Plot cumulative daily flow statistics |
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Annual StatisticsFunctions to calculate and plot various annual statistics. |
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Calculate annual low flows and dates |
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Plot annual low flows and dates |
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Calculate annual high flows and dates |
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Plot annual high flows and dates |
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Calculate annual high and low flows |
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Plot annual high and low flows |
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Plot annual high and low flows for a specific year |
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Calculate annual timing of flows |
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Plot annual timing of flows |
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Plot annual timing of flows for a specific year |
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Calculate annual days above and below normal |
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Plot annual count of normal days and days above and below normal |
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Plot days above normal, below normal and normal for a specific year |
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Calculate all fasstr annual statistics |
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Annual Trending AnalysisFunctions to compute and plot prewhitened, non-parametric annual trends on streamflow data. |
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Calculate prewhitened nonlinear annual trends on streamflow data |
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Volume Frequency AnalysesFunctions to compute and plot volume frequency analyses on annual low or high streamflow data (or custom data). |
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Perform an annual low or high-flow frequency analysis |
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Calculate an annual frequency analysis quantile |
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Perform a frequency analysis on annual peak statistics from HYDAT |
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Perform a custom volume frequency analysis |
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Computing a Full AnalysisFunctions to compute a suite of data and plots from many of the fasstr functions. |
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Compute a suite of tables and plots from various fasstr functions |
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Write a suite of tables and plots from various fasstr functions into a directory |
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Writing FunctionsFunctions to save the outputted objected (tibbles and lists of plots) from the fasstr functions |
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Write a streamflow dataset as a .xlsx, .xls, or .csv file |
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Write a data frame as a .xlsx, .xls, or .csv file |
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Write plots from a list into a directory or PDF document |
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Write all data frames and plots from a list of objects into a directory |
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SupersededFunctions that are still supported but no longer receive active development, as better solutions now exist. |
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Calculate annual days above and below normal |
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Calculate annual high and low flows |
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Plot annual days above and below normal |