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YEAR: 2024 | ||
COPYRIGHT HOLDER: Teck Coal Ltd. |
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# MIT License | ||
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Copyright (c) 2024 Teck Coal Ltd. | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# Generated by roxygen2: do not edit by hand | ||
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export(gdd_cf_data) | ||
export(gsdd_cf) | ||
export(gsdd_cf_data) | ||
export(gss_cf_data) | ||
import(chk) | ||
importFrom(rlang,.data) | ||
importFrom(tibble,tibble) |
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# Copyright 2023 Province of Alberta | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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#' Sample Data for GSDD Calculation Demonstration | ||
#' | ||
#' The data is a synthetic time series of daily temperature data for the year | ||
#' 2019. | ||
#' | ||
#' @format A tibble with columns: | ||
#' \describe{ | ||
#' \item{Date}{date for each calendar year} | ||
#' \item{synthetic}{synthetic yearly temperature data for demonstration and | ||
#' testing} | ||
#' } | ||
#' | ||
"simulated_data" |
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#' Calculate Growing Degree Days (GDD) from a Data Frame | ||
#' | ||
#' The GDD which is a the growing degree days to the end date | ||
#' is calculated for each study year from a data frame. | ||
#' with `date` and `temperature` columns. | ||
#' `date`, which must be of class Date provides the dates and | ||
#' `temperature` which must be a numeric vector provides the | ||
#' mean daily water temperature in degrees centigrade. | ||
#' | ||
#' @param x A data frame with two columns `date` and `temperature`. | ||
#' @param start_date A Date scalar of the first date within each year to consider (the year | ||
#' is ignored). | ||
#' @param end_date A Date scalar of the end date for the growing degree days | ||
#' (the year is ignored). | ||
#' If `end_date` is less than `start_date` (ignoring the year) then the window is considered | ||
#' to span two calendar years. | ||
#' @inheritParams gsdd_cf | ||
#' @param ignore_truncation A flag specifying whether to ignore start truncation (end truncation is always ignored). | ||
#' @return A tibble with two columns `year` and `gdd`. | ||
#' `year`, which is an integer vector, indicates the year in which the window | ||
#' began and `gdd` which is a non-negative real number provides the GSDD | ||
#' or a missing value if it cannot be calculated. | ||
#' @seealso [gsdd_cf_data()] | ||
#' @export | ||
#' | ||
#' @examples | ||
#' data <- gsdd::simulated_data | ||
#' data$temperature <- data$synthetic | ||
#' gdd_cf_data(data) | ||
gdd_cf_data <- function( | ||
x, | ||
start_date = as.Date("1972-01-01"), | ||
end_date = as.Date("1972-09-30"), | ||
ignore_truncation = FALSE, | ||
start_temp = 5, | ||
end_temp = 4, | ||
window_width = 7, | ||
pick = "longest", | ||
msgs = TRUE) { | ||
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chk_flag(ignore_truncation) | ||
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if(!ignore_truncation) { | ||
ignore_truncation <- "end" | ||
} | ||
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.gsdd_data( | ||
x, | ||
start_date, | ||
end_date, | ||
ignore_truncation = ignore_truncation, | ||
msgs = msgs, | ||
start_temp = start_temp, | ||
end_temp = end_temp, | ||
window_width = window_width) |> | ||
dplyr::rename(gdd = "gsdd") | ||
} |
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#' Calculate Growing Season Degree Days (GSDD) from a Data Frame | ||
#' | ||
#' The GSDD is calculated for each study year from a data frame | ||
#' with `date` and `temperature` columns. | ||
#' `date`, which must be of class Date provides the dates and | ||
#' `temperature` which must be a numeric vector provides the | ||
#' mean daily water temperature in degrees centigrade. For additional information on | ||
#' GSDD and the various arguments that can be passed via `...` see [`gsdd_cf()`]. | ||
#' | ||
#' @param x A data frame with two columns `date` and `temperature`. | ||
#' @param start_date A Date scalar of the first date within each year to consider (the year | ||
#' is ignored). | ||
#' @param end_date A Date scalar of the last date within each year to consider (the year is ignored). | ||
#' If `end_date` is less than `start_date` (ignoring the year) then the window is considered | ||
#' to span two calendar years. | ||
#' @inheritParams gsdd_cf | ||
#' @param ... Additional arguments passed to [`gsdd_cf()`]. | ||
#' @return A tibble with two columns `year` and `gsdd`. | ||
#' `year`, which is an integer vector, indicates the year in which the window | ||
#' began and `gsdd` which is a non-negative real number provides the GSDD | ||
#' or a missing value if it cannot be calculated. | ||
#' @seealso [gsdd_cf()] and [gdd_cf_data()] | ||
#' @export | ||
#' | ||
#' @examples | ||
#' data <- gsdd::simulated_data | ||
#' data$temperature <- data$synthetic | ||
#' gsdd_cf_data(data) | ||
gsdd_cf_data <- function( | ||
x, | ||
start_date = as.Date("1972-01-01"), | ||
end_date = as.Date("1972-12-31"), | ||
ignore_truncation = FALSE, | ||
msgs = TRUE, | ||
...) { | ||
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.gsdd_data(x, start_date = start_date, end_date = end_date, | ||
ignore_truncation = ignore_truncation, | ||
msgs = msgs, | ||
...) | ||
} |
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#' Calculate Growing Season Degree Days (GSDD) from a vector | ||
#' | ||
#' Growing Season Degree Days (GSDD) is a water temperature metric | ||
#' that is a useful predictor of Cutthroat trout size at the | ||
#' beginning of winter. | ||
#' It is the accumulated thermal units (in C) | ||
#' during the growing season based on the mean daily water temperature values. | ||
#' Only GSDD values calculated using the default values should be considered | ||
#' equivalent to those of Coleman and Fausch (2007). | ||
#' | ||
#' The GSDD is calculated across the longest consecutive sequence of non-missing | ||
#' values which must be at least twice the window width in length otherwise a | ||
#' missing value is returned. | ||
#' If the vector includes missing values it is recommended that they are | ||
#' replaced by estimates of the actual values. | ||
#' | ||
#' By default the default values and implementation of the | ||
#' growing season are based on the interpretation of | ||
#' Coleman and Fausch (2007) who stated that | ||
#' | ||
#' We defined the start of the growing season as the | ||
#' beginning of the first week that average stream temperatures exceeded and | ||
#' remained above 5C for the season; | ||
#' the end of the growing season was defined as | ||
#' the last day of the first week that | ||
#' average stream temperature dropped below 4C. | ||
#' | ||
#' For the purposes of the calculation week is assumed to refer to a seven day | ||
#' rolling average as opposed to the calendar week. | ||
#' | ||
#' If there are multiple growing 'seasons' within the same year then by | ||
#' default the returned value is the sum of the GSDD values for `"all"` seasons. | ||
#' | ||
#' The user also has the option to pick the `"first"`/`"last"` or | ||
#' `"longest"`/`"shortest"` season or the season with | ||
#' the `"biggest"`/`"smallest"` GSDD. | ||
#' If the user picks the `"longest"` season but there are multiple seasons | ||
#' with the longest length then the candidate | ||
#' season with the `"biggest"` GSDD is selected. | ||
#' Conversely in the case of multiple `"shortest"` seasons then the | ||
#' candidate with the `"smallest"` GSDD is selected. | ||
#' | ||
#' Truncation occurs when the start and/or end | ||
#' of the time series is part way through a growing season. | ||
#' If the user chooses to ignore truncation then the returned value | ||
#' will be less than the actual GSDD. | ||
#' | ||
#' @param x A numeric vector of the | ||
#' mean daily water temperature values for the period | ||
#' of interest in C. It must be consist of no more than | ||
#' 366 values. | ||
#' @param ignore_truncation A flag specifying whether to ignore truncation | ||
#' of the mean daily water temperature vector | ||
#' or a string of "start", "end", "none" (equivalent to FALSE) or "both" | ||
#' (equivalent to TRUE) specifying which type of truncation to ignore. | ||
#' @param start_temp A positive real number of the average water temperature | ||
#' at the start of the growing season in C. | ||
#' @param end_temp A positive real number of the average water temperature | ||
#' at the end of the growing season in C. It must be greater than or equal to | ||
#' the start temperature. | ||
#' @param window_width A positive whole number of the | ||
#' width of the rolling mean window in days. By default 7. | ||
#' @param pick A string specifying whether to pick the | ||
#' "longest", "shortest", "first" or "last" 'season' or the season with the | ||
#' "biggest" or "smallest" GSDD. By default the returned value is the | ||
#' the GSDD value for the "longest" 'season'. | ||
#' @param msgs A flag specifying whether to provide messages. | ||
#' @seealso [`gsdd_cf_data()`] | ||
#' @return A non-negative real number of the GSDD. | ||
#' @export | ||
#' | ||
#' @examples | ||
#' gsdd_cf(c(rep(1, 10), rep(10, 20), rep(1, 200))) | ||
#' gsdd_cf(gsdd::simulated_data$synthetic) | ||
gsdd_cf <- function(x, | ||
ignore_truncation = FALSE, | ||
start_temp = 5, | ||
end_temp = 4, | ||
window_width = 7, | ||
pick = "longest", | ||
msgs = TRUE) { | ||
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chk_string(pick) | ||
chk_subset( | ||
pick, | ||
c("biggest", "smallest", "longest", "shortest", "first", "last", "all")) | ||
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data <- .gss(x, ignore_truncation = ignore_truncation, | ||
start_temp = start_temp, end_temp = end_temp, | ||
window_width = window_width, msgs = msgs) | ||
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if(vld_scalar(data)) { | ||
return(data) | ||
} | ||
data <- data |> | ||
pick_season(pick) | ||
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sum(data$gsdd) | ||
} |
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#' Calculate Growing Seasons from a Data Frame | ||
#' | ||
#' | ||
#' @inheritParams gsdd_cf | ||
#' @inheritParams gsdd_cf_data | ||
#' @return A tibble with four columns `year`, `start_dayte`, `end_dayte` and `gsdd`. | ||
#' @seealso [gsdd_cf_data()] | ||
#' @export | ||
#' | ||
#' @examples | ||
#' data <- gsdd::simulated_data | ||
#' data$temperature <- data$synthetic | ||
#' gss_cf_data(data) | ||
gss_cf_data <- function( | ||
x, | ||
start_date = as.Date("1972-01-01"), | ||
end_date = as.Date("1972-12-31"), | ||
ignore_truncation = FALSE, | ||
msgs = TRUE, | ||
...) { | ||
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.gsdd_data(x, start_date = start_date, end_date = end_date, | ||
ignore_truncation = ignore_truncation, | ||
msgs = msgs, | ||
..., gss = TRUE) | ||
} |
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gss_cf <- function(x, | ||
ignore_truncation = FALSE, | ||
start_temp = 5, | ||
end_temp = 4, | ||
window_width = 7, | ||
msgs = TRUE) { | ||
data <- .gss(x, ignore_truncation = ignore_truncation, | ||
start_temp = start_temp, end_temp = end_temp, | ||
window_width = window_width, msgs = msgs) | ||
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if(vld_scalar(data)) { | ||
return(tibble::tibble(start_index = integer(0), end_index = integer(0), gsdd = numeric(0))) | ||
} | ||
data |> | ||
dplyr::select(start_index = "index_start", | ||
end_index = "index_end", | ||
"gsdd") |> | ||
dplyr::arrange(.data$start_index) | ||
} |
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