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Conversion for latitude/longitude to altitude in R

Does anyone know if there is a tool in R to find the height above sea level of a location, given the latitude and longitude ?

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user1165199 Avatar asked Jan 23 '12 15:01

user1165199


People also ask

Can we calculate altitude from latitude and longitude?

Altitude cannot be calculated from coordinates directly. However, NASA's satellites scoured the Earth's surface with radars and more or less accurately modeled the elevation of each point on the globe.


4 Answers

Or you can use the package that looks up from geonames, and get the value from the srtm3 digital elevation model:

First get a geonames username by registering at geonames.org. Then set it:

> options(geonamesUsername="myusernamehere")

then:

> require(geonames)
> GNsrtm3(54.481084,-3.220625)
  srtm3       lng      lat
1   797 -3.220625 54.48108

or the gtopo30 model:

> GNgtopo30(54.481084,-3.220625)
  gtopo30       lng      lat
1     520 -3.220625 54.48108

geonames is on CRAN so install.packages("geonames") will get it.

The difference between these two models is because they are only approximations based on satellite data. Don't go expecting to pinpoint mountains from this.

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Spacedman Avatar answered Oct 16 '22 14:10

Spacedman


Update: Earthtools no longer exists, so this answer is obsolete. I recommend @Spacedman's answer instead.

As DWin said, there are two parts to this: find a good source of data with a web service, then parse it in R. This answer uses the earthtools.org service.

library(RCurl)
library(XML)

latitude <- 52.4822
longitude <- -1.8946
url <- paste(
    "http://www.earthtools.org/height",
    latitude, 
    longitude,
    sep = "/"
)

page <- getURL(url)
ans <- xmlTreeParse(page, useInternalNodes = TRUE)
heightNode <- xpathApply(ans, "//meters")[[1]]
(height <- as.numeric(xmlValue(heightNode)))
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Richie Cotton Avatar answered Oct 16 '22 14:10

Richie Cotton


You can access elevation data through Google Maps Elevation API. And in R you can use this through my googleway package

To use Google Maps API you need an API key

library(googleway)

api_key <- "your_api_key"

df_locations <- data.frame(lat = c(54.481084), lon = c(-3.220625))

google_elevation(df_locations = df_locations, key = api_key)

# $results
# elevation location.lat location.lng resolution
# 1  813.9291     54.48108    -3.220625   610.8129
# 
# $status
# [1] "OK"
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SymbolixAU Avatar answered Oct 16 '22 15:10

SymbolixAU


There are R packages such as RCurl that allow web queries. There are also web resources, Further specfics will require .... well, ... more specifics.

http://gisdata.usgs.net/xmlwebservices2/elevation_service.asmx?op=getElevation

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IRTFM Avatar answered Oct 16 '22 15:10

IRTFM