{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import xarray as xr\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "bathy = xr.open_dataset('/home/vdo/MEOPAR/NEMO-forcing-HS1/1_bathymetry_201702.nc')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Xe6zlGJgBf0NVvx/4NPDTIvLjnIIul2tieEq4wQB95zrm/gDJXajJH0moqtmK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2Lwo8TlyDMkOyIwl3YfHY59UKD7Bx0R6kF6Nk/t5FNFytJaEnme3Nlch04SgKBdUoC0s0qD56Yn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\nF22In9tgPD9oyD/3VcLkZKvMj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0O2nVFvxG6YjKoyp7BcmEjLvGFzd8Hy/jHbu/umPzyf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\nIaaDuoKWgMHY+m2gWwy0GIkvSaPBCs1A81AOvpV5/vyaRe5dP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