Problem doing plots using contour with NaN elements in a matrix

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Dear all,
I have 3 matrices: lon, lat, depth.
Than I want to remove all the depth values that are bigger than 0. To do so I use:
depth(depth>1)=NaN.
By doing this I remove the land part, which is ok.
The problem then is that I want to create a contour arround the sea level, which means at the depth =0. To do so I'm doing:
[C,H]=contour(lon,lat,depth',[0 0]);
As a result I obtain an empty C matrix and I don't understand why!!!
Hope you can help me!
Thanks in advance.
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