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new function to import seismic tomographies from NetCDF files #171

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Jun 5, 2025
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30 changes: 29 additions & 1 deletion src/data_import.jl
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

using LightXML

export screenshot_to_GeoData, screenshot_to_CartData, screenshot_to_UTMData, getlonlatdepthmag_QuakeML
export screenshot_to_GeoData, screenshot_to_CartData, screenshot_to_UTMData, getlonlatdepthmag_QuakeML, tomo_2_GeoData

# import CSV data using standard library functions
# here we assume that the data is indeed comma separated and that comments are preceded with a "#"
Expand Down Expand Up @@ -350,3 +350,31 @@ function getlonlatdepthmag_QuakeML(filename::String)
Data_ISC = GeoData(lon, lat, -1 * depth / 1.0e3, (Magnitude = mag, Depth = -1 * depth / 1.0e3 * km))
return Data_ISC
end

"""
Read_TomoData(filename::String)

Reads a seismic tomography dataset from a NetCDF file as a GeoData object. The keyword argument `vel_type::String` allows you to specify the type of velocity data to extract (default is "vs" for shear wave velocity).
The function assumes that the NetCDF file contains variables for depth, longitude, latitude, and the specified velocity type.

tomodata = tomo_2_GeoData("path/to/tomo_data.nc")
"""
function tomo_2_GeoData(filename::String; vel_type::String = "vs")

# Open the NetCDF file
data = NCDataset(filename)

# Extract the variables
depth = data["depth"][:]
lon = data["longitude"][:]
lat = data["latitude"][:]
vel = data[vel_type][:,:,:]

# create lon, lat, depth grid
Lon, Lat, Depth = lonlatdepth_grid(lon, lat, .- depth)

# greate GeoDate struct
Tomo_data = GeoData(Lon, Lat, Depth, (vel=vel,))

return Tomo_data
end
13 changes: 13 additions & 0 deletions test/test_data_import.jl
Original file line number Diff line number Diff line change
Expand Up @@ -87,3 +87,16 @@ data_Image = screenshot_to_UTMData(filename, Corner_LowerLeft, Corner_UpperRight
Data_ISC = getlonlatdepthmag_QuakeML("test_files/ISCTest.xml");
@test Value(Data_ISC.depth[1]) == -13.0km
@test Data_ISC.fields.Magnitude[1] == 5.8

# test the import of a seismic tomography model from a NetCDF file
tomo_file = "test_files/test_tomo_data.nc"
Tomo_data = tomo_2_GeoData(tomo_file)
test_array = [i for i in 0:1:10]

@test Tomo_data.lon.val[:,1,1] ≈ test_array
@test Tomo_data.lat.val[1,:,1] ≈ test_array
@test Tomo_data.depth.val[1,1,:] ≈ .- test_array

for i in eachindex(test_array)
@test Tomo_data.fields.vel[i,i,i] ≈ i
end
Binary file added test/test_files/test_tomo_data.nc
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