当使用coord_map设置限制时,ggplot map plot失败

时间:2014-03-05 13:02:33

标签: r ggplot2 maps

我正在尝试将地图绘制限制在特定区域。 coord_map is preferredscale_x_continuous和y等价,因为后者弄乱了多边形。但在这里我发现它因某种原因失败了。这是我的代码(下载一个57kb的shapefile):

require(maptools)
require(ggplot2)
download.file('https://dl.dropboxusercontent.com/u/46043231/UK.zip', "uk.zip", method="internal", mode="wb")
unzip('uk.zip')
uk = readShapePoly('uk_outline_1000m.shp')
print(bbox(uk))
        min       max
x  259.9625  655566.4
y 7211.7025 1218558.9
uk2 = fortify(uk)
(p = ggplot(uk2, aes(x=long, y=lat, group=group)) + geom_polygon() + coord_equal())

enter image description here

但是当使用coord_map时,情节会消失:

p + coord_map(xlim=c(0, 630000), ylim=c(0, 1000000))

enter image description here

知道发生了什么事吗?

1 个答案:

答案 0 :(得分:7)

我会尝试这样的方法来测试一些选项。

library(maptools)
library(ggplot2)
library(rgdal)
library(raster)
library(latticeExtra)

下载并阅读数据

download.file('https://dl.dropboxusercontent.com/u/46043231/UK.zip',
              "uk.zip", method="internal", mode="wb")
unzip('uk.zip')
uk <- readOGR(dsn = getwd(), layer = 'uk_outline_1000m')

假设数据使用OSGB 1936 /英国国家电网。

有关SpatialReference

的更多信息
proj4string(uk) <- CRS('+init=epsg:27700') # EPSG 27700
extent(uk)
bb.uk <- as(extent(uk), 'SpatialPolygons') # a spatial object
proj4string(bb.uk) <- CRS('+init=epsg:27700')

编写uk bbox的投影shapefile。我会写出来用QGIS来映射图层。这将是我的参考系统。

writeOGR(as(bb.uk, 'SpatialPolygonsDataFrame'),
         dsn = getwd(),
         layer = 'bbuk2_bng', driver = 'ESRI Shapefile')

所需的边界框。使用投影坐标

bb.uk2 <- as(extent(c(0, 630000), c(0, 1000000)), 'SpatialPolygons')
proj4string(bb.uk2) <- CRS('+init=epsg:27700')

编写用户bbox的投影shapefile

writeOGR(as(bb.uk2, 'SpatialPolygonsDataFrame'),
         dsn = getwd(),
         layer = 'bbuk2user_bng', driver = 'ESRI Shapefile')

使用英国国家电网EPSG的QGis地图:27700

QGIS map EPSG 27700

绘制投影图层

基本情节

plot(uk, col = 'grey50', axes = T, xlim=c(-50000, 705566.4),
     ylim=c(-50000, 1325000))
plot(bb.uk, add = T)
plot(bb.uk2, border = 'red', add = T)

base plot epsg 27700

<强> spplot

我采取了一个任意窗口来扩大绘图区域。

sp::spplot(uk, zcol = 'NAME_ISO', scales = list(draw = TRUE), 
           xlim=c(-50000, 705566.4), ylim=c(-50000, 1325000),
           col.regions="grey90") +
  latticeExtra::layer(sp.polygons(bb.uk, fill = NA, col = 'blue')) +
  latticeExtra::layer(sp.polygons(bb.uk2, fill = NA, col = 'red'))

spplot epsg 27700

带有投影图层的

ggmap

uk.df = fortify(uk) # admin 
bbuk.df <- fortify(bb.uk) # country bbox extent
bbuk2.df <- fortify(bb.uk2) # user bbox extent

绘制它

p <- ggplot() + geom_polygon(data = uk.df, aes(x=long, y=lat, group=group)) + 
  geom_polygon(data = bbuk.df, aes(x=long, y=lat, group=group),
               colour = 'blue', fill = NA) +
  geom_polygon(data = bbuk2.df, aes(x=long, y=lat, group=group),
               colour = 'red', fill = NA) +
  coord_equal() # cartesian
p

ggplot epsg27700 - cartesian

使用用户边界框

绘制它
p + coord_equal(xlim=c(0, 630000), ylim=c(0, 1000000))

gplot epsg27700 - cartesian user box

现在ggplot具有地理(未投影)坐标

WGS84未投影坐标参照系

p.wgs84 <- CRS("+init=epsg:4326") # WGS84 Long Lat

将投影图层转换为WGS84

uk.wgs89 <- spTransform(uk, p.wgs84)

地理bbox英国

bbuk.wgs84 <- as(as(extent(uk.wgs89), 'SpatialPolygons'),
                 'SpatialPolygonsDataFrame')

用户范围的地理广告bbox

bbuk2.wgs84 <- spTransform(bb.uk2, p.wgs84)
bbuk2.wgs84 <- as(bbuk2.wgs84, 'SpatialPolygonsDataFrame')

用ggplot和笛卡尔地图绘制

uk.df = fortify(uk.wgs89) # admin 
bbuk.df <- fortify(bbuk.wgs84) # country bbox extent
bbuk2.df <- fortify(bbuk2.wgs84) # user bbox extent

ggplot epsg4326

结果不是我所期望的。我不明白为什么红盒子会扭曲。