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rgeospatiallatitude-longitudeshapefilergdal

How do I import an openstreetmaps shape file in R and extract lat/long centroids?


I am trying to import an openstreetmaps shape file in R using the rgdal package. The shape file I downloaded has 5 components in it:

places.cpg
places.dbf
places.prj
places.shp
places.shx

The files can be accessed at the following location:

https://drive.google.com/open?id=0B1ITb_7lHh1EUFVfVWc4ekRfSnc

I have to do the following: 1) Import the shape file 2) Extract lat/long of the point or centroid of shape in case of polygon 3) Attach the lat/long pair to the dbf file to do some analysis

I am stuck in the first stage of import itself, I am running the following code:

shape1 <- readOGR(dsn = "try", layer = "places")

Here 'try' is the folder in my working directory where all the 5 'places' file from openstreetmaps mentioned above are located.

I get the following error when doing this:

Error in readOGR(dsn = "try", layer = "places") : no features found
In addition: Warning message:
In ogrInfo(dsn = dsn, layer = layer, encoding = encoding, use_iconv =
use_iconv,  : ogrInfo: all features NULL

I need help with this import. Alternatively if there is a way to directly extract lat/long from one of the places shape file, I can just open the places.dbf file in excel and add the lat/long.


Solution

  • When you are facing troubles with the readOGR() function: Another possibility is to use the maptools package. It creates SpatialXXXDataFrames so you can use all the functions from rgeosetc.

    library(maptools)
    
    setwd("/your/data/path/")
    
    places <- readShapeSpatial("places")
    # ... your geospatial functions, like
    plot(places)
    

    probably you will have to adjust the projection of the spatial data. For OSM-Data you will need to find the proj4string for WGS84 (or EPSG:4326) at spatialreference.org.

    Thus you can adjust your projection in R:

    proj4string(places) <- CRS("+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs")
    

    For the calculation/"extraction" of polygon centroids see this post.