From cfb48ac0ad17decfdd223a887a59e2138cd11cd8 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Wed, 26 Jun 2024 14:20:46 -0400 Subject: [PATCH 01/14] aggregate.R created --- modules/assim.sequential/R/aggregate.R | 36 ++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 modules/assim.sequential/R/aggregate.R diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R new file mode 100644 index 00000000000..866cfb09d4e --- /dev/null +++ b/modules/assim.sequential/R/aggregate.R @@ -0,0 +1,36 @@ +##' @title Aggregation Function +##' @name aggregate +##' @author Harunobu Ishii +##' +##' @param downscale_output Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")} +##' @param polygon_data A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. +##' This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). +##' Example of state-level aggregation: +##' \code{ +##' us_states <- readRDS("polygon/us_states.rds") +##' state <- "MA" +##' polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") +##' } +##' @details This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice +##' +##' @return It returns the `polygon_data` with added columns for mean and sum values of the aggregated raster data for each ensemble member. + + +library(exactextractr) +library(terra) +library(sf) + +aggregate <- function(downscale_output, polygon_data){ + + # Perform spatial operations on each raster + for (name in names(downscale_output$maps)) { + raster_data <- downscale_output$maps[[name]] + + mean_values <- exact_extract(raster_data, polygon_data, fun = 'mean') + sum_values <- exact_extract(raster_data, polygon_data, fun = 'sum') + + polygon_data[[paste0(name, "_mean")]] <- mean_values + polygon_data[[paste0(name, "_sum")]] <- sum_values + } +return (polygon_data) +} \ No newline at end of file From 4718645fce7752ee5adf6f1673cb59105c290d61 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Mon, 15 Jul 2024 15:03:58 -0400 Subject: [PATCH 02/14] aggregate func created (works for both monthly and hourly data) --- modules/assim.sequential/R/aggregate.R | 29 +++++++++++++++----------- 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R index 866cfb09d4e..46601274abe 100644 --- a/modules/assim.sequential/R/aggregate.R +++ b/modules/assim.sequential/R/aggregate.R @@ -21,16 +21,21 @@ library(terra) library(sf) aggregate <- function(downscale_output, polygon_data){ - - # Perform spatial operations on each raster - for (name in names(downscale_output$maps)) { - raster_data <- downscale_output$maps[[name]] - - mean_values <- exact_extract(raster_data, polygon_data, fun = 'mean') - sum_values <- exact_extract(raster_data, polygon_data, fun = 'sum') - - polygon_data[[paste0(name, "_mean")]] <- mean_values - polygon_data[[paste0(name, "_sum")]] <- sum_values - } -return (polygon_data) + grand_total <- 0 + overall_ave <- 0 + + # Perform spatial operations on each raster + for (name in names(downscale_output$maps)) { + raster_data <- downscale_output$maps[[name]] + mean_values <- exact_extract(raster_data, polygon_data, fun = 'mean') + sum_values <- exact_extract(raster_data, polygon_data, fun = 'sum') + polygon_data[[paste0(name, "_mean")]] <- mean_values + polygon_data[[paste0(name, "_sum")]] <- sum_values + grand_total = grand_total + sum_values + overall_ave = grand_total + mean_values + } + overall_ave = overall_ave/length(downscale_output$maps) + polygon_data[["grand_total"]] <- grand_total + polygon_data[["overall_mean"]] <- overall_ave + return (polygon_data) } \ No newline at end of file From 392ecaff615046f9f8949d6decf77ced47e27ffb Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Mon, 15 Jul 2024 16:12:42 -0400 Subject: [PATCH 03/14] docs generated --- modules/assim.sequential/DESCRIPTION | 2 +- modules/assim.sequential/NAMESPACE | 4 ++ modules/assim.sequential/R/aggregate.R | 64 +++++++++++------------ modules/assim.sequential/man/aggregate.Rd | 34 ++++++++++++ 4 files changed, 70 insertions(+), 34 deletions(-) create mode 100644 modules/assim.sequential/man/aggregate.Rd diff --git a/modules/assim.sequential/DESCRIPTION b/modules/assim.sequential/DESCRIPTION index 8f8ed49080f..07ecbef6efd 100644 --- a/modules/assim.sequential/DESCRIPTION +++ b/modules/assim.sequential/DESCRIPTION @@ -64,4 +64,4 @@ Suggests: License: BSD_3_clause + file LICENSE Copyright: Authors Encoding: UTF-8 -RoxygenNote: 7.3.1 +RoxygenNote: 7.3.2 diff --git a/modules/assim.sequential/NAMESPACE b/modules/assim.sequential/NAMESPACE index 3469c3202a6..be9a4b7c160 100644 --- a/modules/assim.sequential/NAMESPACE +++ b/modules/assim.sequential/NAMESPACE @@ -21,6 +21,7 @@ export(SDA_control) export(SDA_remote_launcher) export(SDA_timeseries_plot) export(adj.ens) +export(aggregate) export(alltocs) export(alr) export(assessParams) @@ -56,9 +57,12 @@ export(simple.local) export(tobit.model) export(tobit2space.model) export(y_star_create) +import(exactextractr) import(furrr) import(lubridate) import(nimble) +import(raster) +import(sf) importFrom(dplyr,"%>%") importFrom(lubridate,"%m+%") importFrom(magrittr,"%>%") diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R index 46601274abe..494cd585780 100644 --- a/modules/assim.sequential/R/aggregate.R +++ b/modules/assim.sequential/R/aggregate.R @@ -1,41 +1,39 @@ -##' @title Aggregation Function -##' @name aggregate -##' @author Harunobu Ishii -##' -##' @param downscale_output Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")} -##' @param polygon_data A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. -##' This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). -##' Example of state-level aggregation: -##' \code{ -##' us_states <- readRDS("polygon/us_states.rds") -##' state <- "MA" -##' polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") -##' } -##' @details This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice -##' -##' @return It returns the `polygon_data` with added columns for mean and sum values of the aggregated raster data for each ensemble member. +#' @title Aggregation Function +#' @name aggregate +#' @author Harunobu Ishii +#' +#' @param downscale_output Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")} +#' @param polygon_data A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. +#' This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). +#' Example of state-level aggregation: +#' \code{ +#' us_states <- readRDS("polygon/us_states.rds") +#' state <- "MA" +#' polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") +#' } +#' @param func A character string specifying the aggregation function to use (e.g., 'mean', 'sum'). +#' @details This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice +#' +#' @return It returns the `polygon_data` with added columns for mean and sum values of the aggregated raster data for each ensemble member. +#' @import sf +#' @import exactextractr +#' @import raster +#' @export +aggregate <- function(downscale_output, polygon_data, func = 'mean'){ + grand_TTL <- 0 -library(exactextractr) -library(terra) -library(sf) - -aggregate <- function(downscale_output, polygon_data){ - grand_total <- 0 - overall_ave <- 0 - # Perform spatial operations on each raster for (name in names(downscale_output$maps)) { raster_data <- downscale_output$maps[[name]] - mean_values <- exact_extract(raster_data, polygon_data, fun = 'mean') - sum_values <- exact_extract(raster_data, polygon_data, fun = 'sum') - polygon_data[[paste0(name, "_mean")]] <- mean_values - polygon_data[[paste0(name, "_sum")]] <- sum_values - grand_total = grand_total + sum_values - overall_ave = grand_total + mean_values + agg_values <- exactextractr::exact_extract(raster_data, polygon_data, fun = func) + + polygon_data[[paste0(name, "_", func)]] <- agg_values + grand_TTL = grand_TTL + agg_values + } + if(func == 'mean'){ + grand_TTL = grand_TTL/length(downscale_output$maps) } - overall_ave = overall_ave/length(downscale_output$maps) - polygon_data[["grand_total"]] <- grand_total - polygon_data[["overall_mean"]] <- overall_ave + polygon_data[[paste0("TTL_", func)]] <- grand_TTL return (polygon_data) } \ No newline at end of file diff --git a/modules/assim.sequential/man/aggregate.Rd b/modules/assim.sequential/man/aggregate.Rd new file mode 100644 index 00000000000..30abf5219cf --- /dev/null +++ b/modules/assim.sequential/man/aggregate.Rd @@ -0,0 +1,34 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/aggregate.R +\name{aggregate} +\alias{aggregate} +\title{Aggregation Function} +\usage{ +aggregate(downscale_output, polygon_data, func = "mean") +} +\arguments{ +\item{downscale_output}{Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")}} + +\item{polygon_data}{A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. +This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). +Example of state-level aggregation: +\code{ +us_states <- readRDS("polygon/us_states.rds") +state <- "MA" +polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") +}} + +\item{func}{A character string specifying the aggregation function to use (e.g., 'mean', 'sum').} +} +\value{ +It returns the `polygon_data` with added columns for mean and sum values of the aggregated raster data for each ensemble member. +} +\description{ +Aggregation Function +} +\details{ +This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice +} +\author{ +Harunobu Ishii +} From 895085e61343ac07c99c25d971c970efaad4a885 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Mon, 15 Jul 2024 16:17:58 -0400 Subject: [PATCH 04/14] changelog updated --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 8e69c58ee70..44949f2bfb2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -30,6 +30,7 @@ For more information about this file see also [Keep a Changelog](http://keepacha - Added new feature of preparing initial conditions for MODIS LAI, AGB, ISCN SOC, and soil moisture across NA anchor sites. - Added GEDI AGB preparation workflow. - Added new feature of downloading datasets from the NASA DAAC ORNL database. +- Added 'aggregate' as a new feature for downscaled data ### Fixed From 55ba59eabc3e1b13c41c8976c434304246b14961 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Mon, 15 Jul 2024 16:33:02 -0400 Subject: [PATCH 05/14] man file created created --- modules/assim.sequential/DESCRIPTION | 3 +++ 1 file changed, 3 insertions(+) diff --git a/modules/assim.sequential/DESCRIPTION b/modules/assim.sequential/DESCRIPTION index 07ecbef6efd..2cdaa376b67 100644 --- a/modules/assim.sequential/DESCRIPTION +++ b/modules/assim.sequential/DESCRIPTION @@ -13,6 +13,7 @@ Description: The Predictive Ecosystem Carbon Analyzer (PEcAn) is a scientific Imports: coda, dplyr, + exactextractr, furrr, future, ggplot2, @@ -29,7 +30,9 @@ Imports: PEcAn.uncertainty, PEcAn.workflow, purrr, + raster, rlang, + sf, stringr Suggests: corrplot, From be0a88104a3e01d5625d6220c77015f1b1a46e5f Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Mon, 15 Jul 2024 16:38:17 -0400 Subject: [PATCH 06/14] Import Package List in Description updated --- modules/assim.sequential/DESCRIPTION | 2 -- 1 file changed, 2 deletions(-) diff --git a/modules/assim.sequential/DESCRIPTION b/modules/assim.sequential/DESCRIPTION index 2cdaa376b67..23e80b64730 100644 --- a/modules/assim.sequential/DESCRIPTION +++ b/modules/assim.sequential/DESCRIPTION @@ -51,11 +51,9 @@ Suggests: plotrix, plyr (>= 1.8.4), randomForest, - raster, readr, reshape2 (>= 1.4.2), rlist, - sf, stats, terra, testthat, From b671f76e7c82b2e0cae59af9e9d86bc6f4d1c235 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Wed, 24 Jul 2024 14:31:13 -0400 Subject: [PATCH 07/14] Name added to CITATION --- CITATION.cff | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/CITATION.cff b/CITATION.cff index ccdc9dc297c..afddf672369 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -120,7 +120,9 @@ authors: - given-names: Eric R. Scott affiliation: University of Arizona orcid: 'https://orcid.org/0000-0002-7430-7879' - + - given-names: Harunobu Ishii + affiliation: Boston University Software & Application Innovation Lab(SAIL) + preferred-citation: type: article title: Facilitating feedbacks between field measurements and ecosystem models From eedbd8f58580a5ea147bf940357344d9004dd49a Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Wed, 24 Jul 2024 14:47:21 -0400 Subject: [PATCH 08/14] examples moved to designated area --- modules/assim.sequential/R/aggregate.R | 27 +++++++++++++++++++++----- 1 file changed, 22 insertions(+), 5 deletions(-) diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R index 494cd585780..6220a41ad56 100644 --- a/modules/assim.sequential/R/aggregate.R +++ b/modules/assim.sequential/R/aggregate.R @@ -6,11 +6,6 @@ #' @param polygon_data A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. #' This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). #' Example of state-level aggregation: -#' \code{ -#' us_states <- readRDS("polygon/us_states.rds") -#' state <- "MA" -#' polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") -#' } #' @param func A character string specifying the aggregation function to use (e.g., 'mean', 'sum'). #' @details This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice #' @@ -19,6 +14,28 @@ #' @import exactextractr #' @import raster #' @export +#' @examples +#' \dontrun{ +#' # Download US polygon data +#' url <- "https://www2.census.gov/geo/tiger/GENZ2020/shp/cb_2020_us_state_20m.zip" +#' download.file(url, destfile = "polygon/us_states.zip") +#' +#' # Unzip the downloaded file and save locally +#' unzip("polygon/us_states.zip", exdir = "polygon/us_states") +#' us_states <- st_read("polygon/us_states/cb_2020_us_state_20m.shp") +#' saveRDS(us_states, "polygon/polygon_us_states.rds") +#' +#' # Load the saved polygon data with Massachusetts as an example +#' us_states <- readRDS("polygon/us_states.rds") +#' state <- "MA" +#' polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") +#' +#' # Load the downscaled raster output +#' downscale_output <- readRDS("path/to/downscale_output.rds") +#' +#' # Slot in as argument to the aggregate function +#' result <- aggregate(downscale_output, polygon_data) +#' } aggregate <- function(downscale_output, polygon_data, func = 'mean'){ grand_TTL <- 0 From eaf00c99465accf941b2f56115732e31b32e98a5 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Wed, 24 Jul 2024 14:56:37 -0400 Subject: [PATCH 09/14] Example added and upgraded --- modules/assim.sequential/R/aggregate.R | 4 +-- modules/assim.sequential/man/aggregate.Rd | 32 ++++++++++++++++++----- 2 files changed, 27 insertions(+), 9 deletions(-) diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R index 6220a41ad56..b2e96af6e74 100644 --- a/modules/assim.sequential/R/aggregate.R +++ b/modules/assim.sequential/R/aggregate.R @@ -5,7 +5,6 @@ #' @param downscale_output Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")} #' @param polygon_data A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. #' This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). -#' Example of state-level aggregation: #' @param func A character string specifying the aggregation function to use (e.g., 'mean', 'sum'). #' @details This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice #' @@ -16,7 +15,7 @@ #' @export #' @examples #' \dontrun{ -#' # Download US polygon data +#' # Download a shapefile of U.S. (polygon data) #' url <- "https://www2.census.gov/geo/tiger/GENZ2020/shp/cb_2020_us_state_20m.zip" #' download.file(url, destfile = "polygon/us_states.zip") #' @@ -35,6 +34,7 @@ #' #' # Slot in as argument to the aggregate function #' result <- aggregate(downscale_output, polygon_data) +#' print(result) #' } aggregate <- function(downscale_output, polygon_data, func = 'mean'){ diff --git a/modules/assim.sequential/man/aggregate.Rd b/modules/assim.sequential/man/aggregate.Rd index 30abf5219cf..965dbdb145e 100644 --- a/modules/assim.sequential/man/aggregate.Rd +++ b/modules/assim.sequential/man/aggregate.Rd @@ -10,13 +10,7 @@ aggregate(downscale_output, polygon_data, func = "mean") \item{downscale_output}{Raster file output from downscale_function.R. Read file in this way if stored locally: \code{downscale_output <- readRDS("xxx.rds")}} \item{polygon_data}{A spatial polygon object (e.g., an `sf` object) that defines the spatial units for aggregation. -This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326"). -Example of state-level aggregation: -\code{ -us_states <- readRDS("polygon/us_states.rds") -state <- "MA" -polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") -}} +This data should be in a coordinate reference system compatible with the raster data (e.g., "EPSG:4326").} \item{func}{A character string specifying the aggregation function to use (e.g., 'mean', 'sum').} } @@ -29,6 +23,30 @@ Aggregation Function \details{ This function will aggregate previously downscaled carbon flux amount to a spatial unit of choice } +\examples{ + \dontrun{ + # Download a shapefile of U.S. (polygon data) + url <- "https://www2.census.gov/geo/tiger/GENZ2020/shp/cb_2020_us_state_20m.zip" + download.file(url, destfile = "polygon/us_states.zip") + + # Unzip the downloaded file and save locally + unzip("polygon/us_states.zip", exdir = "polygon/us_states") + us_states <- st_read("polygon/us_states/cb_2020_us_state_20m.shp") + saveRDS(us_states, "polygon/polygon_us_states.rds") + + # Load the saved polygon data with Massachusetts as an example + us_states <- readRDS("polygon/us_states.rds") + state <- "MA" + polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") + + # Load the downscaled raster output + downscale_output <- readRDS("path/to/downscale_output.rds") + + # Slot in as argument to the aggregate function + result <- aggregate(downscale_output, polygon_data) + print(result) + } +} \author{ Harunobu Ishii } From f79bb895c29218f0e8bdc93edc6ce52637df1ae6 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Wed, 24 Jul 2024 15:30:52 -0400 Subject: [PATCH 10/14] DESCRIPTION updated --- modules/assim.sequential/DESCRIPTION | 2 ++ 1 file changed, 2 insertions(+) diff --git a/modules/assim.sequential/DESCRIPTION b/modules/assim.sequential/DESCRIPTION index 616d4524c7e..7b3acbe13c7 100644 --- a/modules/assim.sequential/DESCRIPTION +++ b/modules/assim.sequential/DESCRIPTION @@ -50,9 +50,11 @@ Suggests: plotrix, plyr (>= 1.8.4), randomForest, + raster, readr, reshape2 (>= 1.4.2), rlist, + sf, stats, terra, testthat, From 160d8a4114f20d5ac1a0da1a0e6dab9bfac42f33 Mon Sep 17 00:00:00 2001 From: Michael Dietze Date: Thu, 25 Jul 2024 11:33:19 -0400 Subject: [PATCH 11/14] Apply suggestions from code review --- modules/assim.sequential/DESCRIPTION | 4 +--- modules/assim.sequential/NAMESPACE | 3 --- 2 files changed, 1 insertion(+), 6 deletions(-) diff --git a/modules/assim.sequential/DESCRIPTION b/modules/assim.sequential/DESCRIPTION index 7b3acbe13c7..8c9721d2483 100644 --- a/modules/assim.sequential/DESCRIPTION +++ b/modules/assim.sequential/DESCRIPTION @@ -12,7 +12,6 @@ Description: The Predictive Ecosystem Carbon Analyzer (PEcAn) is a scientific Imports: coda, dplyr, - exactextractr, furrr, future, ggplot2, @@ -29,12 +28,11 @@ Imports: PEcAn.uncertainty, PEcAn.workflow, purrr, - raster, rlang, - sf, stringr Suggests: corrplot, + exactextractr, ggrepel, emdbook, glue, diff --git a/modules/assim.sequential/NAMESPACE b/modules/assim.sequential/NAMESPACE index f58a9ce8a70..bb8aa415da4 100644 --- a/modules/assim.sequential/NAMESPACE +++ b/modules/assim.sequential/NAMESPACE @@ -58,12 +58,9 @@ export(tobit.model) export(tobit2space.model) export(tobit_model_censored) export(y_star_create) -import(exactextractr) import(furrr) import(lubridate) import(nimble) -import(raster) -import(sf) importFrom(dplyr,"%>%") importFrom(lubridate,"%m+%") importFrom(magrittr,"%>%") From b03db47367b4e6021107ea6d8570b8632fef1157 Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Thu, 25 Jul 2024 16:41:31 -0400 Subject: [PATCH 12/14] Test Created --- modules/assim.sequential/R/aggregate.R | 5 +- .../tests/testthat/test_aggregation.R | 54 ++++++++++++++++++ .../testthat/test_aggregation/ensemble1.tif | Bin 0 -> 543735 bytes .../testthat/test_aggregation/ensemble2.tif | Bin 0 -> 531310 bytes .../testthat/test_aggregation/ensemble3.tif | Bin 0 -> 541164 bytes .../testthat/test_aggregation/us_states.rds | Bin 0 -> 182642 bytes 6 files changed, 58 insertions(+), 1 deletion(-) create mode 100644 modules/assim.sequential/tests/testthat/test_aggregation.R create mode 100644 modules/assim.sequential/tests/testthat/test_aggregation/ensemble1.tif create mode 100644 modules/assim.sequential/tests/testthat/test_aggregation/ensemble2.tif create mode 100644 modules/assim.sequential/tests/testthat/test_aggregation/ensemble3.tif create mode 100644 modules/assim.sequential/tests/testthat/test_aggregation/us_states.rds diff --git a/modules/assim.sequential/R/aggregate.R b/modules/assim.sequential/R/aggregate.R index b2e96af6e74..220a85cdb43 100644 --- a/modules/assim.sequential/R/aggregate.R +++ b/modules/assim.sequential/R/aggregate.R @@ -22,7 +22,7 @@ #' # Unzip the downloaded file and save locally #' unzip("polygon/us_states.zip", exdir = "polygon/us_states") #' us_states <- st_read("polygon/us_states/cb_2020_us_state_20m.shp") -#' saveRDS(us_states, "polygon/polygon_us_states.rds") +#' saveRDS(us_states, "polygon/us_states.rds") #' #' # Load the saved polygon data with Massachusetts as an example #' us_states <- readRDS("polygon/us_states.rds") @@ -39,6 +39,9 @@ aggregate <- function(downscale_output, polygon_data, func = 'mean'){ grand_TTL <- 0 + if (sf::st_crs(downscale_output$maps$ensemble1) != sf::st_crs(polygon_data)) { + stop("CRS of downscale_output and polygon_data must match.") + } # Perform spatial operations on each raster for (name in names(downscale_output$maps)) { diff --git a/modules/assim.sequential/tests/testthat/test_aggregation.R b/modules/assim.sequential/tests/testthat/test_aggregation.R new file mode 100644 index 00000000000..570b0eea3dc --- /dev/null +++ b/modules/assim.sequential/tests/testthat/test_aggregation.R @@ -0,0 +1,54 @@ +library(testthat) +library(sf) +library(raster) +library(exactextractr) +library(terra) +source("../../R/aggregate.R") +test_that("returns aggregated values for RI", { + # Load the saved polygon data with Massachusetts as an example + us_states <- readRDS("test_aggregation/us_states.rds") + state <- "RI" + polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:4326") + + # Load the downscaled raster output + downscale_output <- list( + maps = list( + ensemble1 = "test_aggregation/ensemble1.tif", + ensemble2 = "test_aggregation/ensemble2.tif", + ensemble3 = "test_aggregation/ensemble3.tif" + ) + ) + + read_raster <- function(file_path) { + rast(file_path) + } + + downscale_output$maps <- lapply(downscale_output$maps, read_raster) + # Aggregate for RI + RI <- aggregate(downscale_output, polygon_data, func = 'mean') + comp <- RI$TTL_mean * 10^9 + comparison_result <- (1.31 < comp & comp < 1.32) + expect_true(comparison_result) +}) + +test_that("returns error of unmatched CRS", { + # Load the saved polygon data with Massachusetts as an example + us_states <- readRDS("test_aggregation/us_states.rds") + state <- "RI" + polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:2222") + + # 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zi@e)T<>k3F=s%sw@c+q~=sV!s*$Z{_j0`7DadZ2(qS0ZIr@z{tJon!&qs!tzuem-;eF7HYLbrd4@&8hk+s~O3 z5Q>MO+q5V1y^?7LV=#F0o;n+0e(2@qo{dc)dXVUr|8=3G zy+mqn$2M(m!#dj-(1XZgQB-?bKd)dfKUSVuz1n$hz@nu=o{LzK?&9f Date: Thu, 25 Jul 2024 16:44:45 -0400 Subject: [PATCH 13/14] Test Created --- .../assim.sequential/tests/testthat/test_aggregation.R | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/modules/assim.sequential/tests/testthat/test_aggregation.R b/modules/assim.sequential/tests/testthat/test_aggregation.R index 570b0eea3dc..8595aa8c05d 100644 --- a/modules/assim.sequential/tests/testthat/test_aggregation.R +++ b/modules/assim.sequential/tests/testthat/test_aggregation.R @@ -38,7 +38,13 @@ test_that("returns error of unmatched CRS", { polygon_data <- st_transform(us_states[us_states$STUSPS == state, ], crs = "EPSG:2222") # Load the downscaled raster output - downscale_output <- readRDS("test_aggregation/downscale_output_hrly.rds") + downscale_output <- list( + maps = list( + ensemble1 = "test_aggregation/ensemble1.tif", + ensemble2 = "test_aggregation/ensemble2.tif", + ensemble3 = "test_aggregation/ensemble3.tif" + ) + ) read_raster <- function(file_path) { rast(file_path) From 9abfabf64a520d797d6f8dba1205a742f03cdffc Mon Sep 17 00:00:00 2001 From: Harunobu Ishii Date: Thu, 25 Jul 2024 16:47:34 -0400 Subject: [PATCH 14/14] dependecies updated --- docker/depends/pecan_package_dependencies.csv | 1 + 1 file changed, 1 insertion(+) diff --git a/docker/depends/pecan_package_dependencies.csv b/docker/depends/pecan_package_dependencies.csv index c101b181f51..a258e3cde97 100644 --- a/docker/depends/pecan_package_dependencies.csv +++ b/docker/depends/pecan_package_dependencies.csv @@ -61,6 +61,7 @@ "dplyr",">= 1.1.2","base/db","Imports",FALSE "ellipse","*","modules/assim.batch","Imports",FALSE "emdbook","*","modules/assim.sequential","Suggests",FALSE +"exactextractr","*","modules/assim.sequential","Suggests",FALSE "foreach","*","base/remote","Imports",FALSE "foreach","*","modules/data.atmosphere","Suggests",FALSE "foreach","*","modules/data.remote","Imports",FALSE