From d4b9f6b83f22b645dfb9bbd818c92cb45fb30363 Mon Sep 17 00:00:00 2001 From: David Blodgett Date: Mon, 5 Feb 2024 08:24:04 -0600 Subject: [PATCH] polygon to polygon intersection vignette --- .gitignore | 1 + DESCRIPTION | 2 +- docs/articles/polygon_intersection.html | 213 ++ .../figure-html/unnamed-chunk-1-1.png | Bin 0 -> 352883 bytes inst/extdata/gdptools_prl_out.csv | 1810 +++++++++++++++++ vignettes/polygon_intersection.Rmd | 92 + 6 files changed, 2117 insertions(+), 1 deletion(-) create mode 100644 docs/articles/polygon_intersection.html create mode 100644 docs/articles/polygon_intersection_files/figure-html/unnamed-chunk-1-1.png create mode 100644 inst/extdata/gdptools_prl_out.csv create mode 100644 vignettes/polygon_intersection.Rmd diff --git a/.gitignore b/.gitignore index e8360bc..c9b87ca 100644 --- a/.gitignore +++ b/.gitignore @@ -5,3 +5,4 @@ *.Rproj CRAN-SUBMISSION cran-comments.md +.Renviron.R diff --git a/DESCRIPTION b/DESCRIPTION index a47caf0..e85d7b7 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -11,7 +11,7 @@ BugReports: https://github.com/DOI-USGS/ncdfgeom/issues Imports: RNetCDF, ncmeta, sf, dplyr, methods, stars, areal Depends: R (>= 3.5) -Suggests: testthat, knitr, rmarkdown, pkgdown, jsonlite, zip, ncdf4 +Suggests: testthat, knitr, rmarkdown, pkgdown, jsonlite, zip, ncdf4, nhdplusTools License: CC0 Encoding: UTF-8 VignetteBuilder: knitr diff --git a/docs/articles/polygon_intersection.html b/docs/articles/polygon_intersection.html new file mode 100644 index 0000000..ce199fa --- /dev/null +++ b/docs/articles/polygon_intersection.html @@ -0,0 +1,213 @@ + + + + + + + +Area Weight Generation for Polygon Intersections • ncdfgeom + + + + + + + + + + + + +
+
+ + + + +
+
+ + + + +

This article demonstrates how to create area weights for two sets of +polygons.

+

It +is a comparison with the gdptools python package +demonstration here.

+

See calculate_area_intersection_weights() for additional +demonstration and info.

+
+
+gdptools_weights <- read.csv(system.file("extdata/gdptools_prl_out.csv", package = "ncdfgeom"), 
+                             colClasses = c("character", "character", "numeric"))
+
+gdptools_weights <- dplyr::rename(gdptools_weights, gdptools_wght = wght)
+
+gage_id <- "USGS-01482100"
+basin <- nhdplusTools::get_nldi_basin(list(featureSource = "nwissite", featureId = gage_id))
+huc08 <- nhdplusTools::get_huc(id = na.omit(unique(gdptools_weights$huc8)), type = "huc08")
+#> Spherical geometry (s2) switched off
+#> Spherical geometry (s2) switched on
+huc12 <- nhdplusTools::get_huc(id = na.omit(unique(gdptools_weights$huc12)), type = "huc12")
+#> Spherical geometry (s2) switched off
+#> Spherical geometry (s2) switched on
+
+org_par <- par(mar = c(0, 0, 0, 0))
+plot(sf::st_as_sfc(sf::st_bbox(huc12)))
+plot(sf::st_geometry(basin), lwd = 4, add = TRUE)
+plot(sf::st_simplify(sf::st_geometry(huc08), dTolerance = 500), add = TRUE, lwd = 2)
+plot(sf::st_simplify(sf::st_geometry(huc12), dTolerance = 500), add = TRUE, lwd = 0.2, border = "grey")
+

+
+par(org_par)
+
+weights <- ncdfgeom::calculate_area_intersection_weights(
+  x = sf::st_transform(dplyr::select(huc12, huc12), 6931),
+  y = sf::st_transform(dplyr::select(huc08, huc8), 6931),
+  normalize = TRUE
+)
+#> Loading required namespace: areal
+
+weights <- dplyr::left_join(weights, gdptools_weights, by = c("huc8", "huc12"))
+

With weights calculated, we can do a little investigation into the +differences.

+
+
+weights$diff <- weights$w - weights$w
+
+# make sure nothing is way out of whack
+max(weights$diff, na.rm = TRUE)
+#> [1] 0
+
+# ensure the weights generally sum as we would expect.
+sum(weights$gdptools_wght, na.rm = TRUE)
+#> [1] 24.99911
+sum(weights$w, na.rm = TRUE)
+#> [1] 25
+length(unique(na.omit(weights$huc8)))
+#> [1] 25
+
+# see how many NA values we have in each.
+sum(is.na(weights$w))
+#> [1] 1
+sum(is.na(weights$gdptools_wght))
+#> [1] 14
+
+# look at cases where gptools has NA and ncdfgeom does not
+weights[is.na(weights$gdptools_wght),]
+#> # A tibble: 14 × 5
+#>    huc12        huc8         w gdptools_wght  diff
+#>    <chr>        <chr>    <dbl>         <dbl> <dbl>
+#>  1 020402040000 02040302     0            NA     0
+#>  2 020403010800 02040302     0            NA     0
+#>  3 020402050801 02040204     0            NA     0
+#>  4 020402050802 02040204     0            NA     0
+#>  5 020402050803 02040204     0            NA     0
+#>  6 020402060106 02040204     0            NA     0
+#>  7 020402060603 02040204     0            NA     0
+#>  8 020402060604 02040204     0            NA     0
+#>  9 020402060605 02040204     0            NA     0
+#> 10 020402060702 02040204     0            NA     0
+#> 11 020402060703 02040204     0            NA     0
+#> 12 020402070103 02040204     0            NA     0
+#> 13 020600010000 02060002     0            NA     0
+#> 14 020600030104 NA          NA            NA    NA
+
+ + + +
+ + + +
+ +
+

+

Site built with pkgdown 2.0.7.

+
+ +
+
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a/vignettes/polygon_intersection.Rmd b/vignettes/polygon_intersection.Rmd new file mode 100644 index 0000000..6cadbd5 --- /dev/null +++ b/vignettes/polygon_intersection.Rmd @@ -0,0 +1,92 @@ +--- +title: "Area Weight Generation for Polygon Intersections" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Area Weight Generation for Polygon Intersections} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r setup_1, include = FALSE} +local <- (Sys.getenv("BUILD_VIGNETTES") == "TRUE") + +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>", + eval=local, + fig.width=6, + fig.height=4 +) + +library(ncdfgeom) + +if(!require(nhdplusTools)) { + warning("need nhdplusTools for this demo") + knitr::opts_chunk$set(eval = FALSE) +} + +org_options <- options(scipen = 9999) +``` + +This article demonstrates how to create area weights for two sets of polygons. + +[It is a comparison with the `gdptools` python package demonstration here.](https://gdptools.readthedocs.io/en/latest/Examples/PolyToPoly/Updated_PolytoPoly_weights.html) + +See `calculate_area_intersection_weights()` for additional demonstration and info. + +```{r} + +gdptools_weights <- read.csv(system.file("extdata/gdptools_prl_out.csv", package = "ncdfgeom"), + colClasses = c("character", "character", "numeric")) + +gdptools_weights <- dplyr::rename(gdptools_weights, gdptools_wght = wght) + +gage_id <- "USGS-01482100" +basin <- nhdplusTools::get_nldi_basin(list(featureSource = "nwissite", featureId = gage_id)) +huc08 <- nhdplusTools::get_huc(id = na.omit(unique(gdptools_weights$huc8)), type = "huc08") +huc12 <- nhdplusTools::get_huc(id = na.omit(unique(gdptools_weights$huc12)), type = "huc12") + +org_par <- par(mar = c(0, 0, 0, 0)) +plot(sf::st_as_sfc(sf::st_bbox(huc12))) +plot(sf::st_geometry(basin), lwd = 4, add = TRUE) +plot(sf::st_simplify(sf::st_geometry(huc08), dTolerance = 500), add = TRUE, lwd = 2) +plot(sf::st_simplify(sf::st_geometry(huc12), dTolerance = 500), add = TRUE, lwd = 0.2, border = "grey") +par(org_par) + +weights <- ncdfgeom::calculate_area_intersection_weights( + x = sf::st_transform(dplyr::select(huc12, huc12), 6931), + y = sf::st_transform(dplyr::select(huc08, huc8), 6931), + normalize = TRUE +) + +weights <- dplyr::left_join(weights, gdptools_weights, by = c("huc8", "huc12")) + +``` + +With weights calculated, we can do a little investigation into the differences. + +```{r} + +weights$diff <- weights$w - weights$w + +# make sure nothing is way out of whack +max(weights$diff, na.rm = TRUE) + +# ensure the weights generally sum as we would expect. +sum(weights$gdptools_wght, na.rm = TRUE) +sum(weights$w, na.rm = TRUE) +length(unique(na.omit(weights$huc8))) + +# see how many NA values we have in each. +sum(is.na(weights$w)) +sum(is.na(weights$gdptools_wght)) + +# look at cases where gptools has NA and ncdfgeom does not +weights[is.na(weights$gdptools_wght),] + +``` + +```{r cleanup, echo=FALSE} +options(org_options) +unlink("climdiv_prcp.nc") +```