r - 带有sf的R中质心外的多边形

Question

我有一组质心，其 XY 坐标与不同的组相关联。我想使用sf.

这是一个可重现的示例：

library(ggplot2)
library(cowplot)
library(dplyr)
library(sf)

ex <- data.frame(rect = c(rep("A", 8), rep("B", 6)),
                 x = c(1.5, 2.5, 1.5, 2.5, 3.5, 1.5, 2.5, 3.5,
                       5.5, 5.5, 6.5, 6.5, 7.5, 7.5),
                 y = c(5.5, 5.5, 4.5, 4.5, 4.5, 3.5, 3.5, 3.5,
                       1.5, 2.5, 2.5, 3.5, 2.5, 3.5))
# Plot
plot_grid(
  ggplot(ex, aes(x, y)) +
    geom_tile(color = "black", aes(fill = as.factor(rect)), show.legend = FALSE) +
    geom_point() +
    labs(title = "ggplot2 only") +
    coord_equal() +
    theme_classic() +
    theme(panel.border = element_rect(fill = NA)),
  
  ex %>%
    group_by(rect) %>%
    arrange(x, y) %>%
    st_as_sf(coords = c("x", "y")) %>%
    summarise() %>%
    st_cast(to = "POLYGON") %>%
    # st_geometry() %>%
    ggplot() +
    geom_sf(aes(fill = as.factor(rect)), color = "black", show.legend = FALSE) +
    labs(title = "with sf") +
    theme_classic() +
    theme(panel.border = element_rect(fill = NA)),

  align = "h"
)

产生：

和我想要的：

标签： rsf

Answer 1

这会丢失一些信息，因为我无法弄清楚如何在 dplyr 管道中进行操作。最终的形状在那里，但组Rect需要相隔超过 1 个单位。“B”组的线段可能会阻止 sf 将其转换为多边形。

一些创造性的加入和分组可能会让你解决上述几个问题。

library(ggplot2)
library(dplyr)
library(sf)
#> Linking to GEOS 3.8.0, GDAL 3.0.4, PROJ 6.3.1
library(nngeo)

ex <- data.frame(rect = c(rep("A", 8), rep("B", 6)),
                 x = c(1.5, 2.5, 1.5, 2.5, 3.5, 1.5, 2.5, 3.5,
                       5.5, 5.5, 6.5, 6.5, 7.5, 7.5),
                 y = c(5.5, 5.5, 4.5, 4.5, 4.5, 3.5, 3.5, 3.5,
                       1.5, 2.5, 2.5, 3.5, 2.5, 3.5))
#Make sf object from dataframe
ex_sf <- st_as_sf(ex, coords = c('x','y'))

#sparse geometry binary predicate list of points within 1 unit of each other,
# needed for st_connect
nn_dist_of_1 <- st_is_within_distance(ex_sf, ex_sf, dist = 1)

connecting_lines <- st_connect(ex_sf, ex_sf, ids = nn_dist_of_1)
#> Calculating nearest IDs
#> Calculating lines

#Plotting
ggplot(ex_sf) + geom_sf(color = 'red', size = 3) +
  geom_sf(data = connecting_lines, color = 'black')

#Head of new data objects
nn_dist_of_1
#> Sparse geometry binary predicate list of length 14, where the predicate was `is_within_distance'
#> first 10 elements:
#>  1: 1, 2, 3
#>  2: 1, 2, 4
#>  3: 1, 3, 4, 6
#>  4: 2, 3, 4, 5, 7
#>  5: 4, 5, 8
#>  6: 3, 6, 7
#>  7: 4, 6, 7, 8
#>  8: 5, 7, 8
#>  9: 9, 10
#>  10: 9, 10, 11
head(connecting_lines)
#> Geometry set for 6 features 
#> geometry type:  LINESTRING
#> dimension:      XY
#> bbox:           xmin: 1.5 ymin: 4.5 xmax: 2.5 ymax: 5.5
#> CRS:            NA
#> First 5 geometries:
#> LINESTRING (1.5 5.5, 1.5 5.5)
#> LINESTRING (1.5 5.5, 2.5 5.5)
#> LINESTRING (1.5 5.5, 1.5 4.5)
#> LINESTRING (2.5 5.5, 1.5 5.5)
#> LINESTRING (2.5 5.5, 2.5 5.5)

^{由reprex 包于 2021-02-16 创建(v0.3.0)}