diff --git a/docs/examples/reproject.ipynb b/docs/examples/reproject.ipynb
index b2db99a4..549d67d9 100644
--- a/docs/examples/reproject.ipynb
+++ b/docs/examples/reproject.ipynb
@@ -15,6 +15,7 @@
    "source": [
     "import rioxarray # for the extension to load\n",
     "import xarray\n",
+    "import rasterio\n",
     "\n",
     "%matplotlib inline"
    ]
@@ -358,7 +359,8 @@
        "  grid-template-columns: 125px auto;\n",
        "}\n",
        "\n",
-       ".xr-attrs dt, dd {\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
        "  padding: 0;\n",
        "  margin: 0;\n",
        "  float: left;\n",
@@ -402,10 +404,10 @@
        "  * y            (y) float64 8.085e+06 8.085e+06 ... 8.085e+06 8.085e+06\n",
        "Data variables:\n",
        "    blue         (time, y, x) float64 6.611 5.581 0.3996 ... 3.491 5.056 3.368\n",
-       "    green        (time, y, x) float64 7.921 66.15 30.1 ... 21.76 27.29 18.41</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7fce09ea-485c-462c-b766-40d73f423ae5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7fce09ea-485c-462c-b766-40d73f423ae5' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 2</li><li><span class='xr-has-index'>x</span>: 10</li><li><span class='xr-has-index'>y</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1c3bc2fa-dde8-4af5-8a89-5fb0d74e6e4a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1c3bc2fa-dde8-4af5-8a89-5fb0d74e6e4a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-223a52d2-8493-46ce-993c-489e0e3abc1b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-223a52d2-8493-46ce-993c-489e0e3abc1b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-629c7ec7-1616-4e7f-9659-f593c8ac2c38' class='xr-var-data-in' type='checkbox'><label for='data-629c7ec7-1616-4e7f-9659-f593c8ac2c38' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>spatial_ref :</span></dt><dd>PROJCS[&quot;WGS 84 / UTM zone 22S&quot;,GEOGCS[&quot;WGS 84&quot;,DATUM[&quot;WGS_1984&quot;,SPHEROID[&quot;WGS 84&quot;,6378137,298.257223563,AUTHORITY[&quot;EPSG&quot;,&quot;7030&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;6326&quot;]],PRIMEM[&quot;Greenwich&quot;,0,AUTHORITY[&quot;EPSG&quot;,&quot;8901&quot;]],UNIT[&quot;degree&quot;,0.0174532925199433,AUTHORITY[&quot;EPSG&quot;,&quot;9122&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;4326&quot;]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;latitude_of_origin&quot;,0],PARAMETER[&quot;central_meridian&quot;,-51],PARAMETER[&quot;scale_factor&quot;,0.9996],PARAMETER[&quot;false_easting&quot;,500000],PARAMETER[&quot;false_northing&quot;,10000000],UNIT[&quot;metre&quot;,1,AUTHORITY[&quot;EPSG&quot;,&quot;9001&quot;]],AXIS[&quot;Easting&quot;,EAST],AXIS[&quot;Northing&quot;,NORTH],AUTHORITY[&quot;EPSG&quot;,&quot;32722&quot;]]</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.663e+05 4.663e+05 ... 4.663e+05</div><input id='attrs-df75e8f6-f822-46ec-b934-b01e3bdb67e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df75e8f6-f822-46ec-b934-b01e3bdb67e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd5182b9-690d-4e70-a0fe-ad079fdda070' class='xr-var-data-in' type='checkbox'><label for='data-cd5182b9-690d-4e70-a0fe-ad079fdda070' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>metre</dd></dl></div><div class='xr-var-data'><pre>array([466267.5, 466270.5, 466273.5, 466276.5, 466279.5, 466282.5, 466285.5,\n",
-       "       466288.5, 466291.5, 466294.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2016-12-19T10:27:29.687763 2016-...</div><input id='attrs-ec2a7d64-d96a-47ed-970e-f9f38b28d67b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ec2a7d64-d96a-47ed-970e-f9f38b28d67b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dce2ea0d-6c6a-43de-b19d-f194fec6c3ff' class='xr-var-data-in' type='checkbox'><label for='data-dce2ea0d-6c6a-43de-b19d-f194fec6c3ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2016-12-19T10:27:29.687763000&#x27;, &#x27;2016-12-29T12:52:42.347451000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.085e+06 8.085e+06 ... 8.085e+06</div><input id='attrs-29239545-13e7-4de9-bc0d-c532a10a2a89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-29239545-13e7-4de9-bc0d-c532a10a2a89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9835abfc-387c-498f-b279-6f11c20089fb' class='xr-var-data-in' type='checkbox'><label for='data-9835abfc-387c-498f-b279-6f11c20089fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>metre</dd></dl></div><div class='xr-var-data'><pre>array([8084698.5, 8084695.5, 8084692.5, 8084689.5, 8084686.5, 8084683.5,\n",
-       "       8084680.5, 8084677.5, 8084674.5, 8084671.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-02b28d91-2ed0-43b2-a45f-8505496bb0fd' class='xr-section-summary-in' type='checkbox'  checked><label for='section-02b28d91-2ed0-43b2-a45f-8505496bb0fd' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>blue</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f9943083-d9be-48f3-af53-52d171a5bbe7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9943083-d9be-48f3-af53-52d171a5bbe7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03bc58ba-1fb7-49da-93f6-c42233ddf512' class='xr-var-data-in' type='checkbox'><label for='data-03bc58ba-1fb7-49da-93f6-c42233ddf512' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>nodata :</span></dt><dd>0.0</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[6.611017, 5.580979, 0.399607, 2.052803, 5.479985, 4.760219,\n",
+       "    green        (time, y, x) float64 7.921 66.15 30.1 ... 21.76 27.29 18.41</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-6756d58b-0373-4897-8a60-5459da7d85e4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6756d58b-0373-4897-8a60-5459da7d85e4' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 2</li><li><span class='xr-has-index'>x</span>: 10</li><li><span class='xr-has-index'>y</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-eaa278d0-6f18-4ea7-b70a-66c0ebf997a6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-eaa278d0-6f18-4ea7-b70a-66c0ebf997a6' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-cfa57c13-1aaa-4d8e-bd6d-0cdeb2441c6a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cfa57c13-1aaa-4d8e-bd6d-0cdeb2441c6a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9108813-ae94-403d-97d5-0edb3056973d' class='xr-var-data-in' type='checkbox'><label for='data-a9108813-ae94-403d-97d5-0edb3056973d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>spatial_ref :</span></dt><dd>PROJCS[&quot;WGS 84 / UTM zone 22S&quot;,GEOGCS[&quot;WGS 84&quot;,DATUM[&quot;WGS_1984&quot;,SPHEROID[&quot;WGS 84&quot;,6378137,298.257223563,AUTHORITY[&quot;EPSG&quot;,&quot;7030&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;6326&quot;]],PRIMEM[&quot;Greenwich&quot;,0,AUTHORITY[&quot;EPSG&quot;,&quot;8901&quot;]],UNIT[&quot;degree&quot;,0.0174532925199433,AUTHORITY[&quot;EPSG&quot;,&quot;9122&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;4326&quot;]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;latitude_of_origin&quot;,0],PARAMETER[&quot;central_meridian&quot;,-51],PARAMETER[&quot;scale_factor&quot;,0.9996],PARAMETER[&quot;false_easting&quot;,500000],PARAMETER[&quot;false_northing&quot;,10000000],UNIT[&quot;metre&quot;,1,AUTHORITY[&quot;EPSG&quot;,&quot;9001&quot;]],AXIS[&quot;Easting&quot;,EAST],AXIS[&quot;Northing&quot;,NORTH],AUTHORITY[&quot;EPSG&quot;,&quot;32722&quot;]]</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.663e+05 4.663e+05 ... 4.663e+05</div><input id='attrs-486e7ee6-1173-4793-afe0-5a5f48a06401' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-486e7ee6-1173-4793-afe0-5a5f48a06401' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b938fc4-3626-4755-90eb-caad3bb1f20b' class='xr-var-data-in' type='checkbox'><label for='data-1b938fc4-3626-4755-90eb-caad3bb1f20b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>metre</dd></dl></div><div class='xr-var-data'><pre>array([466267.5, 466270.5, 466273.5, 466276.5, 466279.5, 466282.5, 466285.5,\n",
+       "       466288.5, 466291.5, 466294.5])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2016-12-19T10:27:29.687763 2016-...</div><input id='attrs-e0a85345-0a93-4605-b296-d3cba0bf8938' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e0a85345-0a93-4605-b296-d3cba0bf8938' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e13ddbb-ae38-4920-a828-75e5ec7025f2' class='xr-var-data-in' type='checkbox'><label for='data-6e13ddbb-ae38-4920-a828-75e5ec7025f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2016-12-19T10:27:29.687763000&#x27;, &#x27;2016-12-29T12:52:42.347451000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.085e+06 8.085e+06 ... 8.085e+06</div><input id='attrs-95acea0a-9824-4515-882c-3976934b6d1d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-95acea0a-9824-4515-882c-3976934b6d1d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dd980d6-9a8a-42a4-ad17-5fc03d11ef4a' class='xr-var-data-in' type='checkbox'><label for='data-1dd980d6-9a8a-42a4-ad17-5fc03d11ef4a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>metre</dd></dl></div><div class='xr-var-data'><pre>array([8084698.5, 8084695.5, 8084692.5, 8084689.5, 8084686.5, 8084683.5,\n",
+       "       8084680.5, 8084677.5, 8084674.5, 8084671.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bce07c47-d9e8-4d1d-869a-48581acb5bf5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bce07c47-d9e8-4d1d-869a-48581acb5bf5' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>blue</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9ed5a2b7-b5d8-4d22-9362-516847184285' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ed5a2b7-b5d8-4d22-9362-516847184285' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b8fe314-ffb8-41bb-bbef-95339254dfb9' class='xr-var-data-in' type='checkbox'><label for='data-6b8fe314-ffb8-41bb-bbef-95339254dfb9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>nodata :</span></dt><dd>0.0</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[6.611017, 5.580979, 0.399607, 2.052803, 5.479985, 4.760219,\n",
        "         5.077927, 5.574792, 0.726683, 5.170288],\n",
        "        [4.535516, 0.088263, 4.222302, 0.289199, 3.478147, 3.227945,\n",
        "         2.736443, 2.821799, 1.04221 , 1.099616],\n",
@@ -445,7 +447,7 @@
        "        [1.78139 , 1.544275, 1.750026, 3.373274, 2.604254, 5.894015,\n",
        "         3.217723, 5.637478, 2.900347, 2.097813],\n",
        "        [1.844174, 6.994962, 2.504717, 5.292132, 0.184411, 4.870834,\n",
-       "         1.888442, 3.491315, 5.055704, 3.368395]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>green</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-99379dd8-7a4b-4bc8-abec-691062d5e6b2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-99379dd8-7a4b-4bc8-abec-691062d5e6b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e5bbf13b-f11a-4972-a603-8355ca5a15f4' class='xr-var-data-in' type='checkbox'><label for='data-e5bbf13b-f11a-4972-a603-8355ca5a15f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>nodata :</span></dt><dd>0.0</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[ 7.920639, 66.150832, 30.096116, 30.437197, 57.794734, 11.538647,\n",
+       "         1.888442, 3.491315, 5.055704, 3.368395]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>green</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-06b2d6b2-3430-4e27-ab61-bbc8b33efa89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-06b2d6b2-3430-4e27-ab61-bbc8b33efa89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f18230c4-ba33-404e-9d54-6d51496eefab' class='xr-var-data-in' type='checkbox'><label for='data-f18230c4-ba33-404e-9d54-6d51496eefab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>nodata :</span></dt><dd>0.0</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[ 7.920639, 66.150832, 30.096116, 30.437197, 57.794734, 11.538647,\n",
        "         14.426782, 35.593171, 53.784858,  0.449093],\n",
        "        [23.804111, 67.910347, 18.694533, 30.41474 , 68.117674, 44.906057,\n",
        "         62.311842, 37.485047, 57.134336,  7.52572 ],\n",
@@ -485,7 +487,7 @@
        "        [16.766346, 26.260123, 40.68158 , 18.695085, 64.812126, 23.151592,\n",
        "         50.597642, 61.308205, 31.517123, 23.469797],\n",
        "        [44.670989, 17.533084, 39.034907, 32.676726, 53.275139, 48.731172,\n",
-       "         12.958856, 21.760335, 27.292202, 18.409063]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f4c52c8d-33a6-4405-999e-665d291c190f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f4c52c8d-33a6-4405-999e-665d291c190f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "         12.958856, 21.760335, 27.292202, 18.409063]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b5a248be-25f1-434e-a4d2-bb1f621225eb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b5a248be-25f1-434e-a4d2-bb1f621225eb' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset>\n",
@@ -517,7 +519,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7f92959ad430>"
+       "<matplotlib.collections.QuadMesh at 0x7f0ac6c0a1c0>"
       ]
      },
      "execution_count": 4,
@@ -526,7 +528,7 @@
     },
     {
      "data": {
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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 2 Axes>"
       ]
@@ -885,7 +887,8 @@
        "  grid-template-columns: 125px auto;\n",
        "}\n",
        "\n",
-       ".xr-attrs dt, dd {\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
        "  padding: 0;\n",
        "  margin: 0;\n",
        "  float: left;\n",
@@ -929,10 +932,10 @@
        "    spatial_ref  int64 0\n",
        "Data variables:\n",
        "    blue         (time, y, x) float64 6.611 5.581 0.3996 ... 3.491 5.056 3.368\n",
-       "    green        (time, y, x) float64 7.921 66.15 30.1 ... 21.76 27.29 18.41</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cec6df98-c2d4-4832-aebf-7a980af8f7b2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cec6df98-c2d4-4832-aebf-7a980af8f7b2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 2</li><li><span class='xr-has-index'>x</span>: 10</li><li><span class='xr-has-index'>y</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-590f9d23-4368-41c0-b9cb-d265a950456a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-590f9d23-4368-41c0-b9cb-d265a950456a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-51.32 -51.32 ... -51.32 -51.32</div><input id='attrs-415fc8ab-9ddf-4792-8d9b-cf35d3cadf7e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-415fc8ab-9ddf-4792-8d9b-cf35d3cadf7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fe8786e3-90f6-477f-9609-d92c27c92290' class='xr-var-data-in' type='checkbox'><label for='data-fe8786e3-90f6-477f-9609-d92c27c92290' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>X</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([-51.317454, -51.317426, -51.317399, -51.317371, -51.317343, -51.317316,\n",
-       "       -51.317288, -51.31726 , -51.317233, -51.317205])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-17.32 -17.32 ... -17.32 -17.32</div><input id='attrs-6378601f-e319-4d96-a20f-b7cd9155fce7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6378601f-e319-4d96-a20f-b7cd9155fce7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-507ca929-e43b-4c05-91b4-59798bbae9f7' class='xr-var-data-in' type='checkbox'><label for='data-507ca929-e43b-4c05-91b4-59798bbae9f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>Y</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-17.322876, -17.322903, -17.322931, -17.322959, -17.322986, -17.323014,\n",
-       "       -17.323042, -17.323069, -17.323097, -17.323125])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2016-12-19T10:27:29.687763 2016-...</div><input id='attrs-93ca70a1-6f7d-4270-8f96-2c880595ebb1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-93ca70a1-6f7d-4270-8f96-2c880595ebb1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-866990ca-fb27-4538-a7a3-e5ba55d033d1' class='xr-var-data-in' type='checkbox'><label for='data-866990ca-fb27-4538-a7a3-e5ba55d033d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2016-12-19T10:27:29.687763000&#x27;, &#x27;2016-12-29T12:52:42.347451000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-43ba7909-802c-4115-be2c-d6104a1cddb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-43ba7909-802c-4115-be2c-d6104a1cddb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-98ca88d2-0e32-4987-8cc6-1bafd1ae6d25' class='xr-var-data-in' type='checkbox'><label for='data-98ca88d2-0e32-4987-8cc6-1bafd1ae6d25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,DATUM[&quot;World Geodetic System 1984&quot;,ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>grid_mapping_name :</span></dt><dd>latitude_longitude</dd><dt><span>spatial_ref :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,DATUM[&quot;World Geodetic System 1984&quot;,ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>GeoTransform :</span></dt><dd>-51.31746780720891 2.7678699822269306e-05 0.0 -17.322861663733065 0.0 -2.7678699822269306e-05</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-697643eb-5e31-41a9-8703-442ddc141d70' class='xr-section-summary-in' type='checkbox'  checked><label for='section-697643eb-5e31-41a9-8703-442ddc141d70' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>blue</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.611 5.581 0.3996 ... 5.056 3.368</div><input id='attrs-9d124e0c-be45-48cc-bb29-636cdd6e9470' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d124e0c-be45-48cc-bb29-636cdd6e9470' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a72628e-327b-4e16-a1ab-f5b412971402' class='xr-var-data-in' type='checkbox'><label for='data-5a72628e-327b-4e16-a1ab-f5b412971402' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[6.61101706, 5.58097901, 0.39960727, 2.05280345, 5.47998484,\n",
+       "    green        (time, y, x) float64 7.921 66.15 30.1 ... 21.76 27.29 18.41</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-fb9cd026-9826-4576-b450-13fc907b78b6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fb9cd026-9826-4576-b450-13fc907b78b6' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 2</li><li><span class='xr-has-index'>x</span>: 10</li><li><span class='xr-has-index'>y</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d530351d-0384-4be4-b2d4-fc6d50903aaf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d530351d-0384-4be4-b2d4-fc6d50903aaf' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-51.32 -51.32 ... -51.32 -51.32</div><input id='attrs-c559f24e-9698-4840-b752-f2431a6189a7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c559f24e-9698-4840-b752-f2431a6189a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6379df5-709d-4a32-b7a4-ac9212eb3672' class='xr-var-data-in' type='checkbox'><label for='data-a6379df5-709d-4a32-b7a4-ac9212eb3672' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>X</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><pre>array([-51.317454, -51.317426, -51.317399, -51.317371, -51.317343, -51.317316,\n",
+       "       -51.317288, -51.31726 , -51.317233, -51.317205])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-17.32 -17.32 ... -17.32 -17.32</div><input id='attrs-45c33d0a-21e2-4c48-932a-6b5070435870' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-45c33d0a-21e2-4c48-932a-6b5070435870' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b60d1af-a20b-49db-b9e2-eb847eac78fb' class='xr-var-data-in' type='checkbox'><label for='data-6b60d1af-a20b-49db-b9e2-eb847eac78fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>axis :</span></dt><dd>Y</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><pre>array([-17.322876, -17.322903, -17.322931, -17.322959, -17.322986, -17.323014,\n",
+       "       -17.323042, -17.323069, -17.323097, -17.323125])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2016-12-19T10:27:29.687763 2016-...</div><input id='attrs-002b7956-9132-4399-98a6-de10575526b5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-002b7956-9132-4399-98a6-de10575526b5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49aa186e-2af7-4b26-be84-d22e46bc954e' class='xr-var-data-in' type='checkbox'><label for='data-49aa186e-2af7-4b26-be84-d22e46bc954e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2016-12-19T10:27:29.687763000&#x27;, &#x27;2016-12-29T12:52:42.347451000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-8a0202aa-f350-4942-85c1-2740f8997897' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8a0202aa-f350-4942-85c1-2740f8997897' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-258ee7c6-39a6-416a-9eba-5b5f77a7397b' class='xr-var-data-in' type='checkbox'><label for='data-258ee7c6-39a6-416a-9eba-5b5f77a7397b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,DATUM[&quot;World Geodetic System 1984&quot;,ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>grid_mapping_name :</span></dt><dd>latitude_longitude</dd><dt><span>spatial_ref :</span></dt><dd>GEOGCRS[&quot;WGS 84&quot;,DATUM[&quot;World Geodetic System 1984&quot;,ELLIPSOID[&quot;WGS 84&quot;,6378137,298.257223563,LENGTHUNIT[&quot;metre&quot;,1]]],PRIMEM[&quot;Greenwich&quot;,0,ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],CS[ellipsoidal,2],AXIS[&quot;geodetic latitude (Lat)&quot;,north,ORDER[1],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],AXIS[&quot;geodetic longitude (Lon)&quot;,east,ORDER[2],ANGLEUNIT[&quot;degree&quot;,0.0174532925199433]],ID[&quot;EPSG&quot;,4326]]</dd><dt><span>GeoTransform :</span></dt><dd>-51.31746780720891 2.7678699822269306e-05 0.0 -17.322861663733065 0.0 -2.7678699822269306e-05</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-50725ebb-ce29-4354-88f1-9f421f8c875b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-50725ebb-ce29-4354-88f1-9f421f8c875b' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>blue</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.611 5.581 0.3996 ... 5.056 3.368</div><input id='attrs-71c84e17-7fab-412e-af2c-6822b643c303' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-71c84e17-7fab-412e-af2c-6822b643c303' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8e8b385-e988-4485-92a9-9911fda5700b' class='xr-var-data-in' type='checkbox'><label for='data-a8e8b385-e988-4485-92a9-9911fda5700b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[6.61101706, 5.58097901, 0.39960727, 2.05280345, 5.47998484,\n",
        "         4.76021916, 5.07792715, 5.57479217, 0.72668295, 5.17028805],\n",
        "        [4.53551623, 0.08826297, 4.22230213, 0.28919903, 3.47814709,\n",
        "         3.22794508, 2.73644333, 2.82179869, 1.04221025, 1.09961647],\n",
@@ -972,7 +975,7 @@
        "        [1.78138972, 1.54427475, 1.75002571, 3.37327355, 2.60425433,\n",
        "         5.89401538, 3.2177233 , 5.63747771, 2.90034677, 2.09781306],\n",
        "        [1.84417405, 6.99496234, 2.50471667, 5.29213205, 0.1844106 ,\n",
-       "         4.87083388, 1.88844217, 3.49131529, 5.05570379, 3.36839469]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>green</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.921 66.15 30.1 ... 27.29 18.41</div><input id='attrs-806ef568-6e5d-4438-b530-15853f31098a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-806ef568-6e5d-4438-b530-15853f31098a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9893d64-046a-46be-a194-ac74feec8e34' class='xr-var-data-in' type='checkbox'><label for='data-c9893d64-046a-46be-a194-ac74feec8e34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[ 7.92063876, 66.15083163, 30.09611622, 30.43719706,\n",
+       "         4.87083388, 1.88844217, 3.49131529, 5.05570379, 3.36839469]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>green</span></div><div class='xr-var-dims'>(time, y, x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.921 66.15 30.1 ... 27.29 18.41</div><input id='attrs-f5cce51d-74de-474e-ac70-c96ad5f51696' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5cce51d-74de-474e-ac70-c96ad5f51696' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73a6f183-86c3-4076-ac50-a0e9c6252174' class='xr-var-data-in' type='checkbox'><label for='data-73a6f183-86c3-4076-ac50-a0e9c6252174' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>DN</dd><dt><span>grid_mapping :</span></dt><dd>spatial_ref</dd></dl></div><div class='xr-var-data'><pre>array([[[ 7.92063876, 66.15083163, 30.09611622, 30.43719706,\n",
        "         57.79473407, 11.53864677, 14.42678195, 35.5931706 ,\n",
        "         53.78485769,  0.44909335],\n",
        "        [23.80411143, 67.91034696, 18.6945325 , 30.41473977,\n",
@@ -1012,7 +1015,7 @@
        "         31.51712269, 23.46979658],\n",
        "        [44.67098863, 17.53308399, 39.03490717, 32.67672611,\n",
        "         53.27513876, 48.73117231, 12.95885589, 21.760335  ,\n",
-       "         27.29220175, 18.40906318]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fcf6fb60-5394-4bfc-822e-a3123562257c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fcf6fb60-5394-4bfc-822e-a3123562257c' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "         27.29220175, 18.40906318]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b7b82140-d6d3-4573-8c3f-a7a7bb37a9a9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b7b82140-d6d3-4573-8c3f-a7a7bb37a9a9' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset>\n",
@@ -1044,7 +1047,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x7f928d879fd0>"
+       "<matplotlib.collections.QuadMesh at 0x7f0ac6ad98e0>"
       ]
      },
      "execution_count": 7,
@@ -1053,7 +1056,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 2 Axes>"
       ]
@@ -1099,6 +1102,53 @@
     "xds_utm = xds.rio.reproject(xds.rio.estimate_utm_crs())\n",
     "xds_utm.rio.crs"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Reproject Large Rasters with Virtual Warping\n",
+    "\n",
+    "Using [WarpedVRT](https://rasterio.readthedocs.io/en/latest/topics/virtual-warping.html) enables re-projection from disk and reduces the amount\n",
+    "of memory required with the re-projection."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "url = (\n",
+    "    \"https://storage.googleapis.com/\"\n",
+    "    \"gcp-public-data-landsat/LC08/01/047/027/\"\n",
+    "    \"LC08_L1TP_047027_20130421_20170310_01_T1/\"\n",
+    "    \"LC08_L1TP_047027_20130421_20170310_01_T1_B4.TIF\"\n",
+    ")\n",
+    "env = rasterio.Env(\n",
+    "    GDAL_DISABLE_READDIR_ON_OPEN=\"EMPTY_DIR\",\n",
+    "    CPL_VSIL_CURL_USE_HEAD=False,\n",
+    "    CPL_VSIL_CURL_ALLOWED_EXTENSIONS=\"TIF\",\n",
+    ")\n",
+    "with env:\n",
+    "    with rasterio.open(url) as src:\n",
+    "        with rasterio.vrt.WarpedVRT(src, crs=\"EPSG:4326\") as vrt:\n",
+    "            rds = rioxarray.open_rasterio(vrt)\n",
+    "            rds.sel(band=1).plot.imshow()"
+   ]
   }
  ],
  "metadata": {
@@ -1117,7 +1167,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.6"
+   "version": "3.9.1"
   }
  },
  "nbformat": 4,