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ocefpaf/test_image_overlay_geodetic.ipynb

Created December 4, 2015 19:19
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test_image_overlay_geodetic.ipynb
{
"cells": [
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "import folium\n\nprint(folium.__file__)\nprint(folium.__version__)",
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"text": "/home/filipe/.virtualenvs/iris/lib/python2.7/site-packages/folium/__init__.py\n0.2.0.dev\n",
"name": "stdout"
}
]
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "import numpy as np\n\n\ndef sample_data(shape=(73, 145)):\n nlats, nlons = shape\n lats = np.linspace(-np.pi / 2, np.pi / 2, nlats)\n lons = np.linspace(0, 2 * np.pi, nlons)\n lons, lats = np.meshgrid(lons, lats)\n wave = 0.75 * (np.sin(2 * lats) ** 8) * np.cos(4 * lons)\n mean = 0.5 * np.cos(2 * lats) * ((np.sin(2 * lats)) ** 2 + 2)\n\n lats = np.rad2deg(lats)\n lons = np.rad2deg(lons)\n data = wave + mean\n\n return lons, lats, data\n\n\nlon, lat, data = sample_data(shape=(73, 145))\nlon -= 180",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "%matplotlib inline\n\nimport matplotlib\n\ncm = matplotlib.cm.get_cmap('cubehelix')\n\nnormed_data = (data - data.min()) / (data.max() - data.min())\ncolored_data = cm(normed_data)",
"execution_count": 3,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# Bad"
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "mapa = folium.Map(location=[lat.mean(), lon.mean()], zoom_start=1)\n\nmapa.image_overlay(colored_data, min_lat=lat.min(), max_lat=lat.max(),\n min_lon=lon.min(), max_lon=lon.max(), opacity=0.25, mercator_project=False)\n\nmapa",
"execution_count": 4,
"outputs": [
{
"output_type": "execute_result",
"data": {
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        <head>
            
        
            <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.js"></script>
        
        
        
            
        
            <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
        
        
        
            
        
            <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
        
        
        
            
        
            <script src="https://rawgithub.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster-src.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster.js"></script>
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.css" />
        
        
        
            
        
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            <link rel="stylesheet" href="https://rawgit.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.css" />
        
        
        
            
        
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            <link rel="stylesheet" href="https://raw.githubusercontent.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css" />
        
        
        
            
            <style>

            html, body {
                width: 100%;
                height: 100%;
                margin: 0;
                padding: 0;
                }

            #map {
                position:absolute;
                top:0;
                bottom:0;
                right:0;
                left:0;
                }
            </style>
            
        
            
            <style> #map_f3f3b45fd3ae47238239b4929c8612ff {
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                width : 100.0%;
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                }
            </style>
        
        
        
        </head>
        <body>
            
        
            
            <div class="folium-map" id="map_f3f3b45fd3ae47238239b4929c8612ff" ></div>
        
        
        
        </body>
        <script>
            
        
            

            var southWest = L.latLng(-90, -180);
            var northEast = L.latLng(90, 180);
            var bounds = L.latLngBounds(southWest, northEast);

            var map_f3f3b45fd3ae47238239b4929c8612ff = L.map('map_f3f3b45fd3ae47238239b4929c8612ff', {
                                           center:[0.0,-8.59229760768e-17],
                                           zoom: 1,
                                           maxBounds: bounds,
                                           layers: []
                                         });
        
        
            
            var tile_layer_29114fcf36754ce1b0b0c59abaf9af1b = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
                    maxZoom: 18,
                    minZoom: 1,
                    attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors',
                    detectRetina: false
                    }
                ).addTo(map_f3f3b45fd3ae47238239b4929c8612ff);

        
        
            
                var image_overlay_59b2669be82a4a29aea1b9aaac6b00c3 = L.imageOverlay(
                    'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAJEAAABJCAYAAAA9tcRhAAAHx0lEQVR42u2de4gVVRzHzz7a1nxR7vNamZmURGpq6apZbg9tU0EMQYwehNEDFKVi702LyBAiKIoiiIwiCDEipAiKKNfXqunWutG7tDLLx+51V9189et8fndnGae9/eGoNfQb+DHNmfP7fj/39vOcM3fvnXHOObGwiBn2JlhYEVlYEVlYEVlYFLgCsbCIE664oFhONooKivJGHF3jSRaPO6e4txC9inrljdLC0h6jpLAkb+TL+SefgMV4ksXjzj27XMLRv2RAd/QrOVej71n9NfoU99UIv5joC4qeC3ICjUAz7BNlMJ5k8bjKfkPlhOg7RCr6DJby3oOkrPcFUnbOQBnQq1rOK608Abon2Kh52JR8dNBDF3188Psbg/EkiselLpgg3XF+jaRS4yRVNUZSFaOkumyEVJ93uVT1v1STFbQLMgAMKjUcAUgAQR756KCHLvrqgx++YQ7jSRSPq6iZLhpjp0nlmFukcmSdVF0xVaovu1FSQyZLatBESVVfLanykSpI5QVwVGsUjGPau2F8f/LIVx30vC76+OCHL/7dLMaTKB5XddsUqZzrT865WSpm10n5zGlSVjddyq+fIRXjp0vlqLoc4EWTVLR6wBVqxBAXhgoPiQrlzyuQ768wPh8d9NBFX328H774w2E8p4Bn2E1nlMdNfvhKmeSj5sHRMnrRVXL5ghoZfO+1MvCuG7SzJk6crhWolQ6Yr1TmR8wBCRZv7DmmnfNa0QD5PPLRQQ9d9PHBD1/84TCe5PG459PXybPpSbIsUyOPZMbIvZmRMis9XDsMmz9ezr+7Vspn3SLltTNyYBdfq/MjVcscCkSw4mfPMe2c13nU91cgn48Oeuiijw9++OIPh/Ekj8dtXfKMbFnytGx85DFZnV4gq+rnysvpG7XjHJ9ExVGBOnR64arhN+tiiqplCGQ4DENxTLtWte9Hf/LIRwc9dNHHBz988YfDeJLH45pe+UaaXv5Kml9okpanP5FtT6yQzYuflPfr75QX05O18qjCIfdfIxW3+gqfNCM35/phj9U7C7JgnlUgf0y7DqO+H/3JIx8d9NBFHx/88MUfDuNJHo9bvalDVjd2yJqP98uGVXtly+vbZduzjdL8+KvSkF4ky9NTZH4mN/dRmTpU+rlSF5P+ck+vALo+q2CvFU27P08/+pNHPjrooYs+Pvjhiz8cxpM8Hrd5V5s07szKuu2+8YsOaVjbLo1v75bPXmrRqlubeUheS9d1g2mFdw2VzJ3VQ2tzl4F8ZuD3HAdzajAkBkDooIcu+vjghy/+cJxuHvqH36CA5/MXm/8Vnuj/sFP9/oSnttPF43440CbfdbTJF9lW+fS3Nln7/X6tLqotCrYwM0qm1o/QhRardaq2bMoMHQK1iv1ej3075+lHf/KiBYQ+Pvjhiz8cxpM8Hrf3cIfs/qNdfj6Ula/3t8qW39tkzbftOlRteGeP/gttWfqWbMgslhX1M2VpZpzckRmh1Tpi4Vi55IGJMuieyXLhvFrdc0w75+lHf/LIRwc9dHVI9j744Ys/HMaTPB534GintB89pA07Dma1wjb92iYNX7afMFS2LFulq/GP0vfJG/XT5Kn0BHnQV+w8b8zqfbYP9hzTznn60Z888sNDIvr44Icv/nAYT/J4uouIitrZmZVv2lvls72tsuGnbPecy1C2dfl3urCiOpsefU4rFcP36m+Xt+tny8r6WbrnmHbO04/+5JGPTjCnoo8PfvjiH36TjCc5PI7/yB45qI27OvfrHEe1MWyt35FbvOlc+GFWq5LVuc69z6yTlqc+0IpVYy79/F6PfTvn6Ud/8sjXKwuvhy76+OCHL/5wGE/yeFzrkQPd8ywnGaqotpa2HFjjL9nc4q3FC272ld7Qrgbr392nZhtX7pJNK36VzW/u1D3HtHOefvQnj3x00EMXfXzwwzeYX88kD3O88cTn0YV1GIoF04++2kig8j7f1wXnL+eoSAAbvsoNcaubfTT52BKKpq52hlbfj/7kkY8Oeuiijw9+YSjjSR6Pi4L95oM5L4DjMo7VOELNrbn5d+ueNr3M4zMCFlvRoJ3z9KM/eeSjg14Agw9+0TfIeJLF45jXCIal8FAZAFJ1ASRDGYLBZxVUZ74IPkOgP3kBBHoBSHhIJAIW40kWj16dBSv+cPQEGwYOoPPF7ohxT+ZRz4DFeJLF4zqPHZZwHDz2R48RfgHRyPdCo5FPO8pgPMnicUePH5NwHD5+5IxHlMF4ksXjjv95XCws4oQT22yLuVkR2WZFZJsVkW1WRLbZZkVkmxWRbVZEtlkR2WabFpF94moR+xNr+9uQ8cT+25n9ldp4Yv8V374vYzyxv09k39wzntjfbLTvEBtP7O9Y268ZjCf2rz3+z787s9/BnaLfndkvPI0n9i9g7bfmxhP7t/h21wvjiX1XELv/jvHEvj+R3QnMeGLfKc3u2Wj3bIx9z0a7O6rxxL57rN2n2Xhi38fa7hhvPLHvqG/PrjCe2M/2sKfoGE/spwzZ88XseWexn3dmTxY0nthPXrRnnBpP7GfA2tOWjSf206jtue/GE5fH9SQcjdLC0h6jpLAkb+TL+SeffC/UeP7bPK64oFhONooKivJGHF3jSRaPK3AFYmERJ5zfxMIiZtibYGFFZGFFZGFFZPG/j78ATU9UtyDU4dYAAAAASUVORK5CYII=',
                    [[-90.0, -180.0], [90.0, 180.0]],
                    {"opacity": 0.25}
                    ).addTo(map_f3f3b45fd3ae47238239b4929c8612ff);
            
        
        
        </script>
        \" style=\"position:absolute;width:100%;height:100%;left:0;top:0;\">\n </iframe>\n </div></div>",
"text/plain": "<folium.folium.Map at 0x7fec93f9fc50>"
},
"metadata": {},
"execution_count": 4
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# Good"
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "mapa = folium.Map(location=[lat.mean(), lon.mean()], zoom_start=1)\n\nmapa.image_overlay(colored_data, min_lat=lat.min(), max_lat=lat.max(),\n min_lon=lon.min(), max_lon=lon.max(), opacity=0.25,\n mercator_project=True)\n\nmapa",
"execution_count": 5,
"outputs": [
{
"output_type": "execute_result",
"data": {
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\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;\">\n </iframe>\n </div></div>",
"text/plain": "<folium.folium.Map at 0x7fec93fcbdd0>"
},
"metadata": {},
"execution_count": 5
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# Same as above but with cartopy"
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "import cartopy.crs as ccrs\nfrom cartopy.img_transform import warp_array\n\nsource_extent = [lon.min(), lon.max(), lat.min(), lat.max()]\n\nnew_data = warp_array(colored_data,\n target_proj=ccrs.GOOGLE_MERCATOR,\n source_proj=ccrs.PlateCarree(),\n target_res=data.shape,\n source_extent=source_extent,\n target_extent=None,\n mask_extrapolated=False)\n\n\nmapa = folium.Map(location=[lat.mean(), lon.mean()], zoom_start=1)\nmapa.image_overlay(new_data[0],\n min_lat=lat.min(), max_lat=lat.max(),\n min_lon=lon.min(), max_lon=lon.max(),\n opacity=0.25)\n\nmapa",
"execution_count": 6,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/html": "\n <div style=\"width:100%;\">\n <div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\">\n <iframe src=\"data:text/html;base64,
        <!DOCTYPE html>
        <head>
            
        
            <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.js"></script>
        
        
        
            
        
            <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
        
        
        
            
        
            <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
        
        
        
            
        
            <script src="https://rawgithub.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster-src.js"></script>
        
        
        
            
        
            <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/leaflet.markercluster.js"></script>
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.1.0/css/font-awesome.min.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://rawgit.com/lvoogdt/Leaflet.awesome-markers/2.0/develop/dist/leaflet.awesome-markers.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/MarkerCluster.Default.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet.markercluster/0.4.0/MarkerCluster.css" />
        
        
        
            
        
            <link rel="stylesheet" href="https://raw.githubusercontent.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css" />
        
        
        
            
            <style>

            html, body {
                width: 100%;
                height: 100%;
                margin: 0;
                padding: 0;
                }

            #map {
                position:absolute;
                top:0;
                bottom:0;
                right:0;
                left:0;
                }
            </style>
            
        
            
            <style> #map_3c5bc68cc0e047d9947a66dc947179c1 {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
        
        
        </head>
        <body>
            
        
            
            <div class="folium-map" id="map_3c5bc68cc0e047d9947a66dc947179c1" ></div>
        
        
        
        </body>
        <script>
            
        
            

            var southWest = L.latLng(-90, -180);
            var northEast = L.latLng(90, 180);
            var bounds = L.latLngBounds(southWest, northEast);

            var map_3c5bc68cc0e047d9947a66dc947179c1 = L.map('map_3c5bc68cc0e047d9947a66dc947179c1', {
                                           center:[0.0,-8.59229760768e-17],
                                           zoom: 1,
                                           maxBounds: bounds,
                                           layers: []
                                         });
        
        
            
            var tile_layer_d5c4ef3b4a044d1eb1fa6d8f59f3c35e = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
                    maxZoom: 18,
                    minZoom: 1,
                    attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors',
                    detectRetina: false
                    }
                ).addTo(map_3c5bc68cc0e047d9947a66dc947179c1);

        
        
            
                var image_overlay_ba8b5dd13a4d4197a82a7631bff6600d = L.imageOverlay(
                    'data:image/png;base64,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',
                    [[-90.0, -180.0], [90.0, 180.0]],
                    {"opacity": 0.25}
                    ).addTo(map_3c5bc68cc0e047d9947a66dc947179c1);
            
        
        
        </script>
        \" style=\"position:absolute;width:100%;height:100%;left:0;top:0;\">\n </iframe>\n </div></div>",
"text/plain": "<folium.folium.Map at 0x7fec8c933350>"
},
"metadata": {},
"execution_count": 6
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "TODO: Try [rasterio](https://github.com/mapbox/rasterio/blob/ca75cf0a842943c1b3da4522e6ea3500215130fd/docs/reproject.rst). Rasterio can warp images and arrays."
},
{
"metadata": {},
"cell_type": "markdown",
"source": "# Compare to original"
},
{
"metadata": {
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "from IPython.display import IFrame\n\nIFrame(\"http://scitools.org.uk/cartopy/docs/latest/examples/waves.html\", width=900, height=750)",
"execution_count": 7,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/html": "\n <iframe\n width=\"900\"\n height=\"750\"\n src=\"http://scitools.org.uk/cartopy/docs/latest/examples/waves.html\"\n frameborder=\"0\"\n allowfullscreen\n ></iframe>\n ",
"text/plain": "<IPython.lib.display.IFrame at 0x7fec94a6ec90>"
},
"metadata": {},
"execution_count": 7
}
]
}
],
"metadata": {
"kernelspec": {
"name": "iris_python2",
"display_name": "Iris (Python 2)",
"language": "python"
},
"language_info": {
"mimetype": "text/x-python",
"nbconvert_exporter": "python",
"name": "python",
"pygments_lexer": "ipython2",
"version": "2.7.8",
"file_extension": ".py",
"codemirror_mode": {
"version": 2,
"name": "ipython"
}
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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