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1 vote
0 answers
34 views

All-NaN slice encountered when apply xr_phenology function?

I want calculate vegetation phenology from ndvi netcdf dataset, I follow yours tutorials (DEA Australia and DEA Africa) to apply xr_phenology function , defined here. To avoid killed kernel of my ...
tazrart's user avatar
  • 169
0 votes
1 answer
45 views

Gridworkflow intersection with other spatial objects such as a geodataframe

I am working with a large GridWorkFlow object; I am not able to load all the tiles due to in-memory compute resources (24.00 GB mem 8 CPU) and do not need to either. I am interested in intersecting ...
rnnnn200333's user avatar
1 vote
0 answers
100 views

Landsat from Planetary Computer unexpectedly turns up all no data in some regions

Using some code that gathers Landsat 8 collections from Microsoft Planetary Computer into Open Data Cube xarray using a stac search works fine in some regions but in others returns all nan values. ...
jeremyg19's user avatar
  • 317
0 votes
1 answer
187 views

Plotting Open Data Cube xarray data with two or more measurement parameters in the same axis

How can I plot the two measurement parameters (seasonal cover and permanent water cover) in the same axis as I want to compare them? I have this code: #load the cgls product ds_cgls_builtcover = dc....
Essy Maina's user avatar
2 votes
2 answers
11k views

How to change certain values in an xarray depending on the coordinates

I have a Data Array with 4, 5 or 6 representing the classes: bare soil, vegetation and water. cube1 = <xarray.DataArray 'SCL_20m' (time: 5, y: 3, x: 3)> array([[[4., 6., 6.], [4., 4., ...
Nuria Agües's user avatar
0 votes
1 answer
378 views

Polygon Drill on Open Data Cube

I face a crucial problem with ODC. I try to do a spatial join with a shapefile (polygon drill). I have followed the following steps: Read the shapefile and get the first polygon to test Ensure that ...
Thanassis Drivas's user avatar
1 vote
0 answers
224 views

Loading Open Data Cube data to match a raster with geographic coordinates?

I would like to load a raster from a GeoTIFF file, and then load a time series of data from the Open Data Cube into the same CRS and resolution so I can use the raster as a mask. I can use the raster'...
Robbi Bishop-Taylor's user avatar
9 votes
3 answers
17k views

Mask xarray dataset using a shapefile [closed]

I have used xarray on some satellite data that I'd like to mask it using a shapefile. I have previously been doing this using a combination of PIL, numpy and gdal, but it would be cleaner to do this ...
JackLidge's user avatar
  • 338