diff --git a/Real_world_examples/Coastal_erosion.ipynb b/Real_world_examples/Coastal_erosion.ipynb index d0faa2014..f58a9727b 100644 --- a/Real_world_examples/Coastal_erosion.ipynb +++ b/Real_world_examples/Coastal_erosion.ipynb @@ -100,6 +100,7 @@ "import seaborn as sns\n", "from matplotlib.colors import ListedColormap\n", "import matplotlib.animation as animation\n", + "from datacube.utils.geometry import Geometry\n", "\n", "warnings.filterwarnings(\"ignore\")\n", "\n", @@ -110,7 +111,8 @@ "from deafrica_tools.dask import create_local_dask_cluster\n", "from deafrica_tools.datahandling import load_ard, load_best_available_ds, preprocess_s1\n", "from deafrica_tools.plotting import display_map, rgb, xr_animation\n", - "from deafrica_tools.spatial import subpixel_contours" + "from deafrica_tools.spatial import subpixel_contours\n", + "from deafrica_tools.areaofinterest import define_area" ] }, { @@ -137,14 +139,14 @@ "output_type": "stream", "text": [ "INFO:distributed.scheduler:State start\n", - "INFO:distributed.scheduler: Scheduler at: tcp://127.0.0.1:45507\n", + "INFO:distributed.scheduler: Scheduler at: tcp://127.0.0.1:41167\n", "INFO:distributed.scheduler: dashboard at: 127.0.0.1:8787\n", - "INFO:distributed.nanny: Start Nanny at: 'tcp://127.0.0.1:34955'\n", - "INFO:distributed.scheduler:Register worker \n", - "INFO:distributed.scheduler:Starting worker compute stream, tcp://127.0.0.1:34673\n", - "INFO:distributed.core:Starting established connection to tcp://127.0.0.1:41482\n", - "INFO:distributed.scheduler:Receive client connection: Client-de211c12-8aab-11ee-8457-1a0d52f539e3\n", - "INFO:distributed.core:Starting established connection to tcp://127.0.0.1:41490\n" + "INFO:distributed.nanny: Start Nanny at: 'tcp://127.0.0.1:38517'\n", + "INFO:distributed.scheduler:Register worker \n", + "INFO:distributed.scheduler:Starting worker compute stream, tcp://127.0.0.1:33249\n", + "INFO:distributed.core:Starting established connection to tcp://127.0.0.1:44752\n", + "INFO:distributed.scheduler:Receive client connection: Client-6a84699e-98ca-11ee-81a8-1e94d3537b1e\n", + "INFO:distributed.core:Starting established connection to tcp://127.0.0.1:44766\n" ] }, { @@ -154,7 +156,7 @@ "
\n", "
\n", "

Client

\n", - "

Client-de211c12-8aab-11ee-8457-1a0d52f539e3

\n", + "

Client-6a84699e-98ca-11ee-81a8-1e94d3537b1e

\n", " \n", "\n", " \n", @@ -189,7 +191,7 @@ " \n", "
\n", "

LocalCluster

\n", - "

2e2bf67a

\n", + "

0110bf00

\n", "
\n", " \n", "
\n", @@ -226,11 +228,11 @@ "
\n", "
\n", "

Scheduler

\n", - "

Scheduler-9f076194-df71-4d0e-8579-f113ef6fab9a

\n", + "

Scheduler-0f51640e-1b05-4c49-ac7a-2ef34612c755

\n", " \n", " \n", " \n", "
\n", - " Comm: tcp://127.0.0.1:45507\n", + " Comm: tcp://127.0.0.1:41167\n", " \n", " Workers: 1\n", @@ -272,7 +274,7 @@ " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -321,7 +323,7 @@ "" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -365,6 +367,15 @@ "* `filter_size`: An integer number defining the size of the speckle filter window used for Sentinel-1. As we will use temporal composites, which will help remove speckle noise, we recommend setting this filter size as None to disable speckle filtering, or a very small value (e.g. 2) to avoid significant degradation of spatial resolution. \n", "* `s1_orbit_filtering`: A boolean value defining whether to filter Sentinel-1 observations by satellite orbit. When this is set to True, a per-pixel filtering will be applied to keep only observations acquired in the orbit with higher frequency. This parameter is set to False by default, which means observations from both descending and ascending orbits will be returned. \n", "\n", + "#### Select location\n", + "To define the area of interest, there are two methods available:\n", + "\n", + "1. By specifying the latitude, longitude, and buffer. This method requires you to input the central latitude, central longitude, and the buffer value in square degrees around the center point you want to analyze. For example, `lat = 10.338`, `lon = -1.055`, and `buffer = 0.1` will select an area with a radius of 0.1 square degrees around the point with coordinates (10.338, -1.055).\n", + "\n", + "2. By uploading a polygon as a `GeoJSON or Esri Shapefile`. If you choose this option, you will need to upload the geojson or ESRI shapefile into the Sandbox using Upload Files button in the top left corner of the Jupyter Notebook interface. ESRI shapefiles must be uploaded with all the related files `(.cpg, .dbf, .shp, .shx)`. Once uploaded, you can use the shapefile or geojson to define the area of interest. Remember to update the code to call the file you have uploaded.\n", + "\n", + "To use one of these methods, you can uncomment the relevant line of code and comment out the other one. To comment out a line, add the `\"#\"` symbol before the code you want to comment out. By default, the first option which defines the location using latitude, longitude, and buffer is being used.\n", + "\n", "**If running the notebook for the first time**, keep the default settings below.\n", "This will demonstrate how the analysis works and provide meaningful results.\n", "The example explores coastal change in Comoros. \n", @@ -381,16 +392,20 @@ "outputs": [], "source": [ "# Define the area of interest\n", - "lat = -12.27\n", - "lon = 43.726\n", "\n", + "# Method 1: Specify the latitude, longitude, and buffer\n", + "aoi = define_area(lat=-12.27, lon=43.726, buffer=0.01)\n", "\n", - "# buffering distance around the central location defined by lat and lon\n", - "buffer = 0.01\n", + "# Method 2: Use a polygon as a GeoJSON or Esri Shapefile. \n", + "#aoi = define_area(vector_path='aoi.shp')\n", "\n", - "# Combine central lat,lon with buffer to get area of interest\n", - "lat_range = (lat - buffer, lat + buffer)\n", - "lon_range = (lon - buffer, lon + buffer)\n", + "#Create a geopolygon and geodataframe of the area of interest\n", + "geopolygon = Geometry(aoi[\"features\"][0][\"geometry\"], crs=\"epsg:4326\")\n", + "geopolygon_gdf = gpd.GeoDataFrame(geometry=[geopolygon], crs=geopolygon.crs)\n", + "\n", + "# Get the latitude and longitude range of the geopolygon\n", + "lat_range = (geopolygon_gdf.total_bounds[1], geopolygon_gdf.total_bounds[3])\n", + "lon_range = (geopolygon_gdf.total_bounds[0], geopolygon_gdf.total_bounds[2])\n", "\n", "# Set the range of dates for the analysis, time step and tide range\n", "time_range = (\"2018\", \"2023\")\n", @@ -448,7 +463,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_458a7bf9335b82a423c992ed0b68224a {\n", + " #map_9044add1bd035b9a7e2c8ef55b9d8487 {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -461,14 +476,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_458a7bf9335b82a423c992ed0b68224a" ></div>\n", + " <div class="folium-map" id="map_9044add1bd035b9a7e2c8ef55b9d8487" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_458a7bf9335b82a423c992ed0b68224a = L.map(\n", - " "map_458a7bf9335b82a423c992ed0b68224a",\n", + " var map_9044add1bd035b9a7e2c8ef55b9d8487 = L.map(\n", + " "map_9044add1bd035b9a7e2c8ef55b9d8487",\n", " {\n", " center: [-12.27, 43.726],\n", " crs: L.CRS.EPSG3857,\n", @@ -482,33 +497,33 @@ "\n", " \n", " \n", - " var tile_layer_edfbc27adc59485bc98859a836a42ae3 = L.tileLayer(\n", + " var tile_layer_8512d0e1b4afc4488dfd3ac1136b34f6 = L.tileLayer(\n", " "http://mt1.google.com/vt/lyrs=y\\u0026z={z}\\u0026x={x}\\u0026y={y}",\n", " {"attribution": "Google", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", - " ).addTo(map_458a7bf9335b82a423c992ed0b68224a);\n", + " ).addTo(map_9044add1bd035b9a7e2c8ef55b9d8487);\n", " \n", " \n", - " var poly_line_34a820a4340e54563b3bec25dce03afa = L.polyline(\n", + " var poly_line_631070bd358580586e0019d7d375fdcc = L.polyline(\n", " [[-12.28, 43.716], [-12.28, 43.736], [-12.26, 43.736], [-12.26, 43.716], [-12.28, 43.716]],\n", " {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "red", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 0.8, "smoothFactor": 1.0, "stroke": true, "weight": 3}\n", - " ).addTo(map_458a7bf9335b82a423c992ed0b68224a);\n", + " ).addTo(map_9044add1bd035b9a7e2c8ef55b9d8487);\n", " \n", " \n", - " var lat_lng_popup_94039eef6ccf49c21e7240d842f7a65c = L.popup();\n", + " var lat_lng_popup_fe1a43c4b82fb51412c8c6f887adbce1 = L.popup();\n", " function latLngPop(e) {\n", - " lat_lng_popup_94039eef6ccf49c21e7240d842f7a65c\n", + " lat_lng_popup_fe1a43c4b82fb51412c8c6f887adbce1\n", " .setLatLng(e.latlng)\n", " .setContent("Latitude: " + e.latlng.lat.toFixed(4) +\n", " "<br>Longitude: " + e.latlng.lng.toFixed(4))\n", - " .openOn(map_458a7bf9335b82a423c992ed0b68224a);\n", + " .openOn(map_9044add1bd035b9a7e2c8ef55b9d8487);\n", " }\n", - " map_458a7bf9335b82a423c992ed0b68224a.on('click', latLngPop);\n", + " map_9044add1bd035b9a7e2c8ef55b9d8487.on('click', latLngPop);\n", " \n", "</script>\n", "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -577,39 +592,33 @@ "name": "stdout", "output_type": "stream", "text": [ - "Filtering to 631 out of 853 time steps with at least 20.0% good quality pixels\n", + "Filtering to 634 out of 860 time steps with at least 20.0% good quality pixels\n", "Applying morphological filters to pq mask [('opening', 2), ('dilation', 5)]\n", "Applying pixel quality/cloud mask\n", - "Returning 631 time steps as a dask array\n" + "Returning 634 time steps as a dask array\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.31s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.32s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.34s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.33s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.32s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.32s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "2023-11-24 09:39:26,652 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.32s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.32s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", - "2023-11-24 09:40:19,647 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:40:40,241 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:41:06,900 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:41:41,987 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:42:20,884 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:43:01,070 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n" + "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.40s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.41s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.44s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.44s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.41s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.41s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Nanny for 3.40s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "INFO:distributed.core:Event loop was unresponsive in Scheduler for 3.40s. This is often caused by long-running GIL-holding functions or moving large chunks of data. This can cause timeouts and instability.\n", + "2023-12-12 09:01:01,413 - distributed.utils_perf - WARNING - full garbage collections took 13% CPU time recently (threshold: 10%)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 1min 15s, sys: 5.1 s, total: 1min 20s\n", - "Wall time: 14min 22s\n" + "CPU times: user 1min 20s, sys: 6.07 s, total: 1min 26s\n", + "Wall time: 19min 8s\n" ] } ], @@ -645,9 +654,9 @@ "text": [ "s2 \n", " \n", - "Dimensions: (time: 588, y: 223, x: 220)\n", + "Dimensions: (time: 591, y: 223, x: 220)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 2018-01-17T07:22:03 ... 2023-11-20T07:...\n", + " * time (time) datetime64[ns] 2018-01-17T07:22:03 ... 2023-11-30T07:...\n", " * y (y) float64 -1.356e+06 -1.356e+06 ... -1.358e+06 -1.358e+06\n", " * x (x) float64 3.603e+05 3.604e+05 ... 3.625e+05 3.625e+05\n", " spatial_ref int32 32638\n", @@ -742,7 +751,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 588/588 [00:01<00:00, 371.27it/s]\n" + "100%|██████████| 591/591 [00:01<00:00, 364.58it/s]\n" ] } ], @@ -840,15 +849,7 @@ "cell_type": "code", "execution_count": 13, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "INFO:distributed.utils_perf:full garbage collection released 109.86 MiB from 4258 reference cycles (threshold: 9.54 MiB)\n" - ] - } - ], + "outputs": [], "source": [ "if product_name == \"ls\":\n", " # Calculate the water index\n", @@ -883,8 +884,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "2023-11-24 09:44:02,715 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n", - "2023-11-24 09:44:23,847 - distributed.utils_perf - WARNING - full garbage collections took 12% CPU time recently (threshold: 10%)\n" + "INFO:distributed.utils_perf:full garbage collection released 110.61 MiB from 4238 reference cycles (threshold: 9.54 MiB)\n", + "2023-12-12 09:02:24,792 - distributed.utils_perf - WARNING - full garbage collections took 13% CPU time recently (threshold: 10%)\n", + "2023-12-12 09:02:47,063 - distributed.utils_perf - WARNING - full garbage collections took 13% CPU time recently (threshold: 10%)\n", + "2023-12-12 09:03:14,584 - distributed.utils_perf - WARNING - full garbage collections took 13% CPU time recently (threshold: 10%)\n", + "2023-12-12 09:03:55,008 - distributed.utils_perf - WARNING - full garbage collections took 14% CPU time recently (threshold: 10%)\n" ] }, { @@ -924,11 +928,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO:distributed.nanny:Closing Nanny at 'tcp://127.0.0.1:34955'. Reason: nanny-close\n", + "INFO:distributed.nanny:Closing Nanny at 'tcp://127.0.0.1:38517'. Reason: nanny-close\n", "INFO:distributed.nanny:Nanny asking worker to close. Reason: nanny-close\n", - "INFO:distributed.core:Received 'close-stream' from tcp://127.0.0.1:41482; closing.\n", - "INFO:distributed.scheduler:Remove worker \n", - "INFO:distributed.core:Removing comms to tcp://127.0.0.1:34673\n", + "INFO:distributed.core:Received 'close-stream' from tcp://127.0.0.1:44752; closing.\n", + "INFO:distributed.scheduler:Remove worker \n", + "INFO:distributed.core:Removing comms to tcp://127.0.0.1:33249\n", "INFO:distributed.scheduler:Lost all workers\n", "INFO:distributed.scheduler:Scheduler closing...\n", "INFO:distributed.scheduler:Scheduler closing all comms\n" @@ -1106,7 +1110,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_1b0d3e9fc74e992dc5edc297f78130a6 {\n", + " #map_b039cd72c5813f8cf2a729ffef6075e3 {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -1212,14 +1216,14 @@ " </div>\n", " \n", " \n", - " <div class="folium-map" id="map_1b0d3e9fc74e992dc5edc297f78130a6" ></div>\n", + " <div class="folium-map" id="map_b039cd72c5813f8cf2a729ffef6075e3" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_1b0d3e9fc74e992dc5edc297f78130a6 = L.map(\n", - " "map_1b0d3e9fc74e992dc5edc297f78130a6",\n", + " var map_b039cd72c5813f8cf2a729ffef6075e3 = L.map(\n", + " "map_b039cd72c5813f8cf2a729ffef6075e3",\n", " {\n", " center: [-12.272072499192728, 43.72596431158039],\n", " crs: L.CRS.EPSG3857,\n", @@ -1228,25 +1232,25 @@ " preferCanvas: false,\n", " }\n", " );\n", - " L.control.scale().addTo(map_1b0d3e9fc74e992dc5edc297f78130a6);\n", + " L.control.scale().addTo(map_b039cd72c5813f8cf2a729ffef6075e3);\n", "\n", " \n", "\n", " \n", " \n", - " var tile_layer_3c5eee046b663703619ab8e2b3b8accd = L.tileLayer(\n", + " var tile_layer_719ab8d4740bb71ff1845fb611774c2a = L.tileLayer(\n", " "https://server.arcgisonline.com/ArcGIS/rest/services/World_Imagery/MapServer/tile/{z}/{y}/{x}",\n", " {"attribution": "ESRI WorldImagery", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", - " ).addTo(map_1b0d3e9fc74e992dc5edc297f78130a6);\n", + " ).addTo(map_b039cd72c5813f8cf2a729ffef6075e3);\n", " \n", " \n", - " map_1b0d3e9fc74e992dc5edc297f78130a6.fitBounds(\n", + " map_b039cd72c5813f8cf2a729ffef6075e3.fitBounds(\n", " [[-12.273419008765746, 43.715900990182], [-12.270725989619708, 43.73602763297878]],\n", " {}\n", " );\n", " \n", " \n", - " function geo_json_b12edadd9ff6368d629df905b6290e65_styler(feature) {\n", + " function geo_json_d8e6a242894a1a03e4c81f08f9c2214b_styler(feature) {\n", " switch(feature.id) {\n", " case "0": \n", " return {"color": "#000004", "fillColor": "#000004", "fillOpacity": 0.5, "weight": 2};\n", @@ -1262,53 +1266,53 @@ " return {"color": "#fcffa4", "fillColor": "#fcffa4", "fillOpacity": 0.5, "weight": 2};\n", " }\n", " }\n", - " function geo_json_b12edadd9ff6368d629df905b6290e65_highlighter(feature) {\n", + " function geo_json_d8e6a242894a1a03e4c81f08f9c2214b_highlighter(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"fillOpacity": 0.75};\n", " }\n", " }\n", - " function geo_json_b12edadd9ff6368d629df905b6290e65_pointToLayer(feature, latlng) {\n", + " function geo_json_d8e6a242894a1a03e4c81f08f9c2214b_pointToLayer(feature, latlng) {\n", " var opts = {"bubblingMouseEvents": true, "color": "#3388ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3388ff", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2, "stroke": true, "weight": 3};\n", " \n", - " let style = geo_json_b12edadd9ff6368d629df905b6290e65_styler(feature)\n", + " let style = geo_json_d8e6a242894a1a03e4c81f08f9c2214b_styler(feature)\n", " Object.assign(opts, style)\n", " \n", " return new L.CircleMarker(latlng, opts)\n", " }\n", "\n", - " function geo_json_b12edadd9ff6368d629df905b6290e65_onEachFeature(feature, layer) {\n", + " function geo_json_d8e6a242894a1a03e4c81f08f9c2214b_onEachFeature(feature, layer) {\n", " layer.on({\n", " mouseout: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " geo_json_b12edadd9ff6368d629df905b6290e65.resetStyle(e.target);\n", + " geo_json_d8e6a242894a1a03e4c81f08f9c2214b.resetStyle(e.target);\n", " }\n", " },\n", " mouseover: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " const highlightStyle = geo_json_b12edadd9ff6368d629df905b6290e65_highlighter(e.target.feature)\n", + " const highlightStyle = geo_json_d8e6a242894a1a03e4c81f08f9c2214b_highlighter(e.target.feature)\n", " e.target.setStyle(highlightStyle);\n", " }\n", " },\n", " });\n", " };\n", - " var geo_json_b12edadd9ff6368d629df905b6290e65 = L.geoJson(null, {\n", - " onEachFeature: geo_json_b12edadd9ff6368d629df905b6290e65_onEachFeature,\n", + " var geo_json_d8e6a242894a1a03e4c81f08f9c2214b = L.geoJson(null, {\n", + " onEachFeature: geo_json_d8e6a242894a1a03e4c81f08f9c2214b_onEachFeature,\n", " \n", - " style: geo_json_b12edadd9ff6368d629df905b6290e65_styler,\n", - " pointToLayer: geo_json_b12edadd9ff6368d629df905b6290e65_pointToLayer\n", + " style: geo_json_d8e6a242894a1a03e4c81f08f9c2214b_styler,\n", + " pointToLayer: geo_json_d8e6a242894a1a03e4c81f08f9c2214b_pointToLayer\n", " });\n", "\n", - " function geo_json_b12edadd9ff6368d629df905b6290e65_add (data) {\n", - " geo_json_b12edadd9ff6368d629df905b6290e65\n", + " function geo_json_d8e6a242894a1a03e4c81f08f9c2214b_add (data) {\n", + " geo_json_d8e6a242894a1a03e4c81f08f9c2214b\n", " .addData(data)\n", - " .addTo(map_1b0d3e9fc74e992dc5edc297f78130a6);\n", + " .addTo(map_b039cd72c5813f8cf2a729ffef6075e3);\n", " }\n", - " geo_json_b12edadd9ff6368d629df905b6290e65_add({"bbox": [43.715900990182, -12.273419008765746, 43.73602763297878, -12.270725989619708], "features": [{"bbox": [43.7159011088391, -12.273361462472609, 43.73602664149661, -12.270824973300982], "geometry": {"coordinates": [[[43.73602664149661, -12.273361462472609], [43.73595412346236, -12.273279127891213], [43.735935215993635, -12.27325462520581], [43.735853480286295, -12.273188251690701], [43.735843757036804, -12.273154816593571], [43.73582609305425, -12.273097713416222], [43.735757724995935, -12.273006986079887], [43.735752553112356, -12.273001558889565], [43.735683884861714, -12.272916233483844], [43.735661244195114, -12.272870330789136], [43.73564447854555, -12.272825639745252], [43.7355732669193, -12.27273489925392], [43.73556997617612, -12.272730548267395], [43.735522887226715, -12.272644254871322], [43.73547884759956, -12.272561558382435], [43.735472831443516, -12.272553611976731], [43.73538738400378, -12.272462805758897], [43.735295714840476, -12.272407147894166], [43.73522768780601, -12.272371656858729], [43.73520408672997, -12.272342895668917], [43.7351508314524, -12.272280890228187], [43.735112533256014, 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-12.271703754321635], [43.71599296873908, -12.271688745184987], [43.715901184224165, -12.271657921371403]]], "type": "MultiLineString"}, "id": "5", "properties": {"__folium_color": "#fcffa4", "year": 2023}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_b12edadd9ff6368d629df905b6290e65.bindTooltip(\n", + " geo_json_d8e6a242894a1a03e4c81f08f9c2214b.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1335,7 +1339,7 @@ "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 17, @@ -1966,7 +1970,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_79b830f9ea46ae76a1a8df8aee8a722a {\n", + " #map_ef92b0810ec6de2ce613d55b9cce8e2d {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -2073,14 +2077,14 @@ " </div>\n", " \n", " \n", - " <div class="folium-map" id="map_79b830f9ea46ae76a1a8df8aee8a722a" ></div>\n", + " <div class="folium-map" id="map_ef92b0810ec6de2ce613d55b9cce8e2d" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_79b830f9ea46ae76a1a8df8aee8a722a = L.map(\n", - " "map_79b830f9ea46ae76a1a8df8aee8a722a",\n", + " var map_ef92b0810ec6de2ce613d55b9cce8e2d = L.map(\n", + " "map_ef92b0810ec6de2ce613d55b9cce8e2d",\n", " {\n", " center: [-12.272072499192728, 43.72596431158039],\n", " crs: L.CRS.EPSG3857,\n", @@ -2089,25 +2093,25 @@ " preferCanvas: false,\n", " }\n", " );\n", - " L.control.scale().addTo(map_79b830f9ea46ae76a1a8df8aee8a722a);\n", + " L.control.scale().addTo(map_ef92b0810ec6de2ce613d55b9cce8e2d);\n", "\n", " \n", "\n", " \n", " \n", - " var tile_layer_4b74c5c407fae64a24806377cebdb7cb = L.tileLayer(\n", + " var tile_layer_e163f23d6ee72e1abde33e7ff7eb56b5 = L.tileLayer(\n", " "https://server.arcgisonline.com/ArcGIS/rest/services/World_Imagery/MapServer/tile/{z}/{y}/{x}",\n", " {"attribution": "ESRI WorldImagery", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", - " ).addTo(map_79b830f9ea46ae76a1a8df8aee8a722a);\n", + " ).addTo(map_ef92b0810ec6de2ce613d55b9cce8e2d);\n", " \n", " \n", - " map_79b830f9ea46ae76a1a8df8aee8a722a.fitBounds(\n", + " map_ef92b0810ec6de2ce613d55b9cce8e2d.fitBounds(\n", " [[-12.273419008765746, 43.715900990182], [-12.270725989619708, 43.73602763297878]],\n", " {}\n", " );\n", " \n", " \n", - " function geo_json_4487d4ea0a6bf2e257cde6038e3562f2_styler(feature) {\n", + " function geo_json_dd0e05a22038baec6c5900453e13cfb9_styler(feature) {\n", " switch(feature.id) {\n", " case "0": \n", " return {"color": "#000004", "fillColor": "#000004", "fillOpacity": 0.5, "opacity": 0.5, "weight": 2};\n", @@ -2123,53 +2127,53 @@ " return {"color": "#fcffa4", "fillColor": "#fcffa4", "fillOpacity": 0.5, "opacity": 0.5, "weight": 2};\n", " }\n", " }\n", - " function geo_json_4487d4ea0a6bf2e257cde6038e3562f2_highlighter(feature) {\n", + " function geo_json_dd0e05a22038baec6c5900453e13cfb9_highlighter(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"fillOpacity": 0.75};\n", " }\n", " }\n", - " function geo_json_4487d4ea0a6bf2e257cde6038e3562f2_pointToLayer(feature, latlng) {\n", + " function geo_json_dd0e05a22038baec6c5900453e13cfb9_pointToLayer(feature, latlng) {\n", " var opts = {"bubblingMouseEvents": true, "color": "#3388ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3388ff", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2, "stroke": true, "weight": 3};\n", " \n", - " let style = geo_json_4487d4ea0a6bf2e257cde6038e3562f2_styler(feature)\n", + " let style = geo_json_dd0e05a22038baec6c5900453e13cfb9_styler(feature)\n", " Object.assign(opts, style)\n", " \n", " return new L.CircleMarker(latlng, opts)\n", " }\n", "\n", - " function geo_json_4487d4ea0a6bf2e257cde6038e3562f2_onEachFeature(feature, layer) {\n", + " function geo_json_dd0e05a22038baec6c5900453e13cfb9_onEachFeature(feature, layer) {\n", " layer.on({\n", " mouseout: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " geo_json_4487d4ea0a6bf2e257cde6038e3562f2.resetStyle(e.target);\n", + " geo_json_dd0e05a22038baec6c5900453e13cfb9.resetStyle(e.target);\n", " }\n", " },\n", " mouseover: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " const highlightStyle = geo_json_4487d4ea0a6bf2e257cde6038e3562f2_highlighter(e.target.feature)\n", + " const highlightStyle = geo_json_dd0e05a22038baec6c5900453e13cfb9_highlighter(e.target.feature)\n", " e.target.setStyle(highlightStyle);\n", " }\n", " },\n", " });\n", " };\n", - " var geo_json_4487d4ea0a6bf2e257cde6038e3562f2 = L.geoJson(null, {\n", - " onEachFeature: geo_json_4487d4ea0a6bf2e257cde6038e3562f2_onEachFeature,\n", + " var geo_json_dd0e05a22038baec6c5900453e13cfb9 = L.geoJson(null, {\n", + " onEachFeature: geo_json_dd0e05a22038baec6c5900453e13cfb9_onEachFeature,\n", " \n", - " style: geo_json_4487d4ea0a6bf2e257cde6038e3562f2_styler,\n", - " pointToLayer: geo_json_4487d4ea0a6bf2e257cde6038e3562f2_pointToLayer\n", + " style: geo_json_dd0e05a22038baec6c5900453e13cfb9_styler,\n", + " pointToLayer: geo_json_dd0e05a22038baec6c5900453e13cfb9_pointToLayer\n", " });\n", "\n", - " function geo_json_4487d4ea0a6bf2e257cde6038e3562f2_add (data) {\n", - " geo_json_4487d4ea0a6bf2e257cde6038e3562f2\n", + " function geo_json_dd0e05a22038baec6c5900453e13cfb9_add (data) {\n", + " geo_json_dd0e05a22038baec6c5900453e13cfb9\n", " .addData(data)\n", - " .addTo(map_79b830f9ea46ae76a1a8df8aee8a722a);\n", + " .addTo(map_ef92b0810ec6de2ce613d55b9cce8e2d);\n", " }\n", - " geo_json_4487d4ea0a6bf2e257cde6038e3562f2_add({"bbox": [43.715900990182, -12.273419008765746, 43.73602763297878, -12.270725989619708], "features": [{"bbox": [43.7159011088391, -12.273361462472609, 43.73602664149661, -12.270824973300982], "geometry": {"coordinates": [[[43.73602664149661, -12.273361462472609], [43.73595412346236, -12.273279127891213], [43.735935215993635, -12.27325462520581], [43.735853480286295, -12.273188251690701], [43.735843757036804, -12.273154816593571], [43.73582609305425, -12.273097713416222], [43.735757724995935, -12.273006986079887], [43.735752553112356, -12.273001558889565], [43.735683884861714, -12.272916233483844], [43.735661244195114, -12.272870330789136], [43.73564447854555, -12.272825639745252], [43.7355732669193, -12.27273489925392], [43.73556997617612, -12.272730548267395], [43.735522887226715, -12.272644254871322], [43.73547884759956, -12.272561558382435], [43.735472831443516, -12.272553611976731], [43.73538738400378, -12.272462805758897], [43.735295714840476, -12.272407147894166], [43.73522768780601, -12.272371656858729], [43.73520408672997, 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[43.717557782858016, -12.271288126099554], [43.717527967329, -12.271294873257547], [43.717465736045575, -12.271311491784825], [43.7173735059969, -12.271372721904944], [43.717354480646684, -12.271384472739255], [43.71728121304131, -12.27144694271851], [43.71723948399824, -12.271474345868825], [43.71718899515218, -12.271505642400255], [43.71709713659756, -12.271490091787143], [43.71702837226449, -12.27147335767686], [43.71700533123518, -12.271463554675655], [43.71691337204803, -12.271468799358876], [43.71690757300092, -12.271472792154993], [43.716821158869905, -12.27152650990052], [43.716758408916476, -12.271562505098354], [43.71672895869852, -12.271581525959487], [43.7166367125175, -12.271646037052795], [43.716627426849435, -12.27165230309382], [43.7165443349774, -12.271737667159178], [43.71653371076231, -12.271742275543566], [43.71645226409881, -12.271765957887474], [43.71636038066126, -12.271755540912771], [43.71629145249341, -12.27174114089686], [43.71626854889997, -12.271734456283173], [43.71617671486017, -12.271713845677663], [43.716084829883116, -12.271703754321635], [43.71599296873908, -12.271688745184987], [43.715901184224165, -12.271657921371403]]], "type": "MultiLineString"}, "id": "5", "properties": {"__folium_color": "#fcffa4", "year": 2023}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " function geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_styler(feature) {\n", + " function geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_styler(feature) {\n", " switch(feature.id) {\n", " case "0": case "6": case "23": \n", " return {"color": "#96c7df", "fillColor": "#96c7df", "fillOpacity": 0.5, "weight": 2};\n", @@ -2315,53 +2319,53 @@ " return {"color": "#e4eef4", "fillColor": "#e4eef4", "fillOpacity": 0.5, "weight": 2};\n", " }\n", " }\n", - " function geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_highlighter(feature) {\n", + " function geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_highlighter(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"fillOpacity": 0.75};\n", " }\n", " }\n", - " function geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_pointToLayer(feature, latlng) {\n", + " function geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_pointToLayer(feature, latlng) {\n", " var opts = {"bubblingMouseEvents": true, "color": "#3388ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3388ff", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2, "stroke": true, "weight": 3};\n", " \n", - " let style = geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_styler(feature)\n", + " let style = geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_styler(feature)\n", " Object.assign(opts, style)\n", " \n", " return new L.CircleMarker(latlng, opts)\n", " }\n", "\n", - " function geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_onEachFeature(feature, layer) {\n", + " function geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_onEachFeature(feature, layer) {\n", " layer.on({\n", " mouseout: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " geo_json_7e03eabb5d7aa6f867d30fb20c75bacc.resetStyle(e.target);\n", + " geo_json_81ce9d0b7616b52874b2c69fc45fbe8e.resetStyle(e.target);\n", " }\n", " },\n", " mouseover: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " const highlightStyle = geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_highlighter(e.target.feature)\n", + " const highlightStyle = geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_highlighter(e.target.feature)\n", " e.target.setStyle(highlightStyle);\n", " }\n", " },\n", " });\n", " };\n", - " var geo_json_7e03eabb5d7aa6f867d30fb20c75bacc = L.geoJson(null, {\n", - " onEachFeature: geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_onEachFeature,\n", + " var geo_json_81ce9d0b7616b52874b2c69fc45fbe8e = L.geoJson(null, {\n", + " onEachFeature: geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_onEachFeature,\n", " \n", - " style: geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_styler,\n", - " pointToLayer: geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_pointToLayer\n", + " style: geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_styler,\n", + " pointToLayer: geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_pointToLayer\n", " });\n", "\n", - " function geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_add (data) {\n", - " geo_json_7e03eabb5d7aa6f867d30fb20c75bacc\n", + " function geo_json_81ce9d0b7616b52874b2c69fc45fbe8e_add (data) {\n", + " geo_json_81ce9d0b7616b52874b2c69fc45fbe8e\n", " .addData(data)\n", - " .addTo(map_79b830f9ea46ae76a1a8df8aee8a722a);\n", + " .addTo(map_ef92b0810ec6de2ce613d55b9cce8e2d);\n", " }\n", - " geo_json_7e03eabb5d7aa6f867d30fb20c75bacc_add({"bbox": [43.71601329632174, -12.273226654061657, 43.73602728443803, -12.270773023426692], "features": [{"bbox": [43.73602728443803, -12.273226654061657, 43.73602728443803, -12.273226654061657], "geometry": {"coordinates": [43.73602728443803, -12.273226654061657], "type": "Point"}, "id": "0", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#96c7df", "angle_mean": 41, "angle_std": 28, "dist_2018": -9.82, "dist_2019": -5.35, "dist_2020": -11.76, "dist_2021": 8.08, "dist_2022": -5.76, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.935, "se_time": 1.671, "sig_time": 0.311}, "type": "Feature"}, {"bbox": [43.735927080779604, -12.2730759002813, 43.735927080779604, -12.2730759002813], "geometry": {"coordinates": [43.735927080779604, -12.2730759002813], "type": "Point"}, "id": "1", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#87beda", "angle_mean": 53, "angle_std": 25, "dist_2018": -11.21, "dist_2019": -7.75, "dist_2020": -10.22, "dist_2021": 3.72, "dist_2022": -6.28, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.126, "se_time": 1.174, "sig_time": 0.144}, "type": "Feature"}, {"bbox": [43.73584882245947, -12.272914952075714, 43.73584882245947, -12.272914952075714], "geometry": {"coordinates": [43.73584882245947, -12.272914952075714], "type": "Point"}, "id": "2", "properties": {"Coastal change": "\\u003ch4\\u003eThis coastline has \\u003cb\\u003egrown\\u003c/b\\u003e by\\u003c/br\\u003e\\u003cb\\u003e2.79 m (\\u00b11.0) per year\\u003c/b\\u003e since \\u003cb\\u003e2018\\u003c/b\\u003e\\u003c/h4\\u003e", "__folium_color": "#529dc8", "angle_mean": 55, "angle_std": 23, "dist_2018": -14.16, "dist_2019": -10.55, "dist_2020": -12.83, "dist_2021": 0.61, "dist_2022": -6.04, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.793, "se_time": 0.993, "sig_time": 0.048}, "type": "Feature"}, {"bbox": [43.73575759231937, -12.272761700267399, 43.73575759231937, -12.272761700267399], "geometry": {"coordinates": [43.73575759231937, -12.272761700267399], "type": "Point"}, "id": "3", "properties": {"Coastal change": "\\u003ch4\\u003eThis coastline has \\u003cb\\u003egrown\\u003c/b\\u003e by\\u003c/br\\u003e\\u003cb\\u003e2.75 m (\\u00b10.8) per year\\u003c/b\\u003e since \\u003cb\\u003e2018\\u003c/b\\u003e\\u003c/h4\\u003e", "__folium_color": "#569fc9", "angle_mean": 54, "angle_std": 21, "dist_2018": -14.19, "dist_2019": -10.97, "dist_2020": -11.72, "dist_2021": -1.05, "dist_2022": -6.04, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.755, "se_time": 0.771, "sig_time": 0.023}, "type": "Feature"}, {"bbox": [43.73565780759423, -12.272610970110485, 43.73565780759423, -12.272610970110485], "geometry": {"coordinates": [43.73565780759423, -12.272610970110485], "type": "Point"}, "id": "4", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#5ca3cb", "angle_mean": 54, "angle_std": 24, "dist_2018": -14.67, "dist_2019": -9.89, "dist_2020": -12.74, "dist_2021": 1.46, "dist_2022": -7.77, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.683, "se_time": 1.164, "sig_time": 0.083}, "type": "Feature"}, {"bbox": [43.73554748682549, -12.272466689382606, 43.73554748682549, -12.272466689382606], "geometry": {"coordinates": [43.73554748682549, -12.272466689382606], "type": "Point"}, "id": "5", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#8dc2dc", "angle_mean": 38, "angle_std": 18, "dist_2018": -12.49, "dist_2019": -9.68, "dist_2020": -13.78, "dist_2021": 1.19, "dist_2022": -11.52, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.054, "se_time": 1.429, "sig_time": 0.224}, "type": "Feature"}, {"bbox": [43.735408683695994, -12.272350582375362, 43.735408683695994, -12.272350582375362], "geometry": {"coordinates": [43.735408683695994, -12.272350582375362], "type": "Point"}, "id": "6", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#96c7df", "angle_mean": 30, "angle_std": 16, "dist_2018": -11.78, "dist_2019": -8.4, "dist_2020": -11.78, "dist_2021": -0.36, "dist_2022": -9.25, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.936, "se_time": 1.07, "sig_time": 0.145}, "type": "Feature"}, {"bbox": [43.73525432177032, -12.272252622915113, 43.73525432177032, -12.272252622915113], "geometry": {"coordinates": [43.73525432177032, -12.272252622915113], "type": "Point"}, "id": "7", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#93c6de", "angle_mean": 29, "angle_std": 15, "dist_2018": -10.62, "dist_2019": -11.16, "dist_2020": -11.42, "dist_2021": -1.8, "dist_2022": -8.91, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.985, "se_time": 0.926, "sig_time": 0.099}, "type": "Feature"}, {"bbox": [43.735096338522695, -12.272160174977579, 43.735096338522695, -12.272160174977579], "geometry": {"coordinates": [43.735096338522695, -12.272160174977579], "type": "Point"}, "id": "8", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#a2cde3", "angle_mean": 27, "angle_std": 13, "dist_2018": -9.45, "dist_2019": -10.63, "dist_2020": -12.87, "dist_2021": -0.94, "dist_2022": -10.28, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.721, "se_time": 1.18, "sig_time": 0.219}, "type": "Feature"}, {"bbox": [43.734930399177784, -12.272083114210817, 43.734930399177784, -12.272083114210817], "geometry": {"coordinates": [43.734930399177784, -12.272083114210817], "type": "Point"}, "id": "9", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#8dc2dc", "angle_mean": 22, "angle_std": 13, "dist_2018": -10.47, "dist_2019": -10.78, "dist_2020": -14.68, "dist_2021": 1.31, "dist_2022": -9.45, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.067, "se_time": 1.383, "sig_time": 0.209}, "type": "Feature"}, {"bbox": [43.73479193431238, -12.271965232398232, 43.73479193431238, -12.271965232398232], "geometry": {"coordinates": [43.73479193431238, -12.271965232398232], "type": "Point"}, "id": "10", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#75b2d4", "angle_mean": 42, "angle_std": 18, "dist_2018": -11.53, "dist_2019": -7.78, "dist_2020": -15.08, "dist_2021": 2.56, "dist_2022": -5.37, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.358, "se_time": 1.354, "sig_time": 0.157}, "type": "Feature"}, {"bbox": [43.73469758804093, -12.27182494375627, 43.73469758804093, -12.27182494375627], "geometry": {"coordinates": [43.73469758804093, -12.27182494375627], "type": "Point"}, "id": "11", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#4695c4", "angle_mean": 51, "angle_std": 21, "dist_2018": -14.85, "dist_2019": -10.12, "dist_2020": -16.78, "dist_2021": 4.94, "dist_2022": -7.93, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.93, "se_time": 1.724, "sig_time": 0.164}, "type": "Feature"}, {"bbox": [43.734615113115645, -12.271671964446831, 43.734615113115645, -12.271671964446831], "geometry": {"coordinates": [43.734615113115645, -12.271671964446831], "type": "Point"}, "id": "12", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#337eb8", "angle_mean": 53, "angle_std": 22, "dist_2018": -16.98, "dist_2019": -10.99, "dist_2020": -16.88, "dist_2021": 2.73, "dist_2022": -5.54, "dist_2023": 0.0, "outl_time": "", "rate_time": 3.453, "se_time": 1.439, "sig_time": 0.074}, "type": "Feature"}, {"bbox": [43.734544430464275, -12.271531117385672, 43.734544430464275, -12.271531117385672], "geometry": {"coordinates": [43.734544430464275, -12.271531117385672], "type": "Point"}, "id": "13", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#3885bc", "angle_mean": 42, "angle_std": 23, "dist_2018": -19.55, "dist_2019": -10.1, "dist_2020": -19.38, "dist_2021": -0.75, "dist_2022": -10.57, "dist_2023": 0.0, "outl_time": "", "rate_time": 3.285, "se_time": 1.587, "sig_time": 0.107}, "type": "Feature"}, {"bbox": [43.73438374719974, -12.27145735161945, 43.73438374719974, -12.27145735161945], "geometry": {"coordinates": [43.73438374719974, -12.27145735161945], "type": "Point"}, "id": "14", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#a0cce2", "angle_mean": 76, "angle_std": 36, "dist_2018": -11.17, "dist_2019": 0.43, "dist_2020": -9.55, "dist_2021": 3.97, "dist_2022": -1.82, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.789, "se_time": 1.333, "sig_time": 0.251}, "type": "Feature"}, {"bbox": [43.73426283538401, -12.271321500894803, 43.73426283538401, -12.271321500894803], "geometry": {"coordinates": [43.73426283538401, -12.271321500894803], "type": "Point"}, "id": "15", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#62a7ce", "angle_mean": 36, "angle_std": 19, "dist_2018": -10.52, "dist_2019": -7.21, "dist_2020": -8.77, "dist_2021": 15.92, "dist_2022": -2.82, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.585, "se_time": 2.249, "sig_time": 0.315}, "type": "Feature"}, {"bbox": [43.73415122960199, -12.271179970042047, 43.73415122960199, -12.271179970042047], "geometry": {"coordinates": [43.73415122960199, -12.271179970042047], "type": "Point"}, "id": "16", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#75b2d4", "angle_mean": 24, "angle_std": 23, "dist_2018": -13.43, "dist_2019": -0.01, "dist_2020": -13.41, "dist_2021": 12.54, "dist_2022": -3.55, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.357, "se_time": 2.329, "sig_time": 0.369}, "type": "Feature"}, {"bbox": [43.73401377470359, -12.271064106604738, 43.73401377470359, -12.271064106604738], "geometry": {"coordinates": [43.73401377470359, -12.271064106604738], "type": "Point"}, "id": "17", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#a7d0e4", "angle_mean": 35, "angle_std": 20, "dist_2018": -11.66, "dist_2019": -2.49, "dist_2020": -10.56, "dist_2021": 4.32, "dist_2022": -7.6, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.653, "se_time": 1.472, "sig_time": 0.324}, "type": "Feature"}, {"bbox": [43.73386019867005, -12.27097635468318, 43.73386019867005, -12.27097635468318], "geometry": {"coordinates": [43.73386019867005, -12.27097635468318], "type": "Point"}, "id": "18", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#9bc9e0", "angle_mean": 30, 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growth)\\u003c/h4\\u003e", "__folium_color": "#a2cde3", "angle_mean": 27, "angle_std": 13, "dist_2018": -9.45, "dist_2019": -10.63, "dist_2020": -12.87, "dist_2021": -0.94, "dist_2022": -10.28, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.721, "se_time": 1.18, "sig_time": 0.219}, "type": "Feature"}, {"bbox": [43.734930399177784, -12.272083114210817, 43.734930399177784, -12.272083114210817], "geometry": {"coordinates": [43.734930399177784, -12.272083114210817], "type": "Point"}, "id": "9", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#8dc2dc", "angle_mean": 22, "angle_std": 13, "dist_2018": -10.47, "dist_2019": -10.78, "dist_2020": -14.68, "dist_2021": 1.31, "dist_2022": -9.45, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.067, "se_time": 1.383, "sig_time": 0.209}, "type": "Feature"}, {"bbox": [43.73479193431238, -12.271965232398232, 43.73479193431238, -12.271965232398232], "geometry": 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growth)\\u003c/h4\\u003e", "__folium_color": "#e3edf3", "angle_mean": 19, "angle_std": 12, "dist_2018": -6.12, "dist_2019": -3.35, "dist_2020": -9.78, "dist_2021": 4.61, "dist_2022": -12.2, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.527, "se_time": 1.645, "sig_time": 0.765}, "type": "Feature"}, {"bbox": [43.73334410403913, -12.270792743192343, 43.73334410403913, -12.270792743192343], "geometry": {"coordinates": [43.73334410403913, -12.270792743192343], "type": "Point"}, "id": "21", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#e0ecf3", "angle_mean": 21, "angle_std": 11, "dist_2018": -5.17, "dist_2019": -6.34, "dist_2020": -10.36, "dist_2021": 1.25, "dist_2022": -11.72, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.609, "se_time": 1.375, "sig_time": 0.681}, "type": "Feature"}, {"bbox": [43.733163259206776, -12.270773023426692, 43.733163259206776, -12.270773023426692], "geometry": 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"rate_time": 1.931, "se_time": 2.178, "sig_time": 0.425}, "type": "Feature"}, {"bbox": [43.732811122577516, -12.270833317064517, 43.732811122577516, -12.270833317064517], "geometry": {"coordinates": [43.732811122577516, -12.270833317064517], "type": "Point"}, "id": "24", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#6bacd1", "angle_mean": 156, "angle_std": 32, "dist_2018": -9.76, "dist_2019": -8.52, "dist_2020": -13.4, "dist_2021": 0.32, "dist_2022": -0.6, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.465, "se_time": 1.009, "sig_time": 0.071}, "type": "Feature"}, {"bbox": [43.73267034238962, -12.270926028175454, 43.73267034238962, -12.270926028175454], "geometry": {"coordinates": [43.73267034238962, -12.270926028175454], "type": "Point"}, "id": "25", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#a7d0e4", 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-8.14, "dist_2023": 0.0, "outl_time": "", "rate_time": 2.235, "se_time": 0.981, "sig_time": 0.085}, "type": "Feature"}, {"bbox": [43.730237173588925, -12.271101934671462, 43.730237173588925, -12.271101934671462], "geometry": {"coordinates": [43.730237173588925, -12.271101934671462], "type": "Point"}, "id": "39", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#93c6de", "angle_mean": 160, "angle_std": 12, "dist_2018": -12.29, "dist_2019": -9.28, "dist_2020": -15.98, "dist_2021": -11.46, "dist_2022": -8.45, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.956, "se_time": 1.056, "sig_time": 0.138}, "type": "Feature"}, {"bbox": [43.73007927134668, -12.27114299714818, 43.73007927134668, -12.27114299714818], "geometry": {"coordinates": [43.73007927134668, -12.27114299714818], "type": "Point"}, "id": "40", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#98c8e0", "angle_mean": 146, "angle_std": 24, "dist_2018": -12.26, "dist_2019": -10.03, "dist_2020": -17.9, "dist_2021": -11.4, "dist_2022": -10.66, "dist_2023": 0.0, "outl_time": "", "rate_time": 1.883, "se_time": 1.236, "sig_time": 0.202}, "type": "Feature"}, {"bbox": [43.72996064685075, -12.271274441201943, 43.72996064685075, -12.271274441201943], "geometry": {"coordinates": [43.72996064685075, -12.271274441201943], "type": "Point"}, "id": "41", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#e3edf3", "angle_mean": 156, "angle_std": 15, "dist_2018": -2.71, "dist_2019": -3.43, "dist_2020": -10.39, "dist_2021": -5.02, "dist_2022": -3.47, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.537, "se_time": 0.886, "sig_time": 0.577}, "type": "Feature"}, {"bbox": [43.729808544081514, -12.271375755279065, 43.729808544081514, -12.271375755279065], "geometry": {"coordinates": [43.729808544081514, -12.271375755279065], "type": "Point"}, "id": "42", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#e0ecf3", "angle_mean": 146, "angle_std": 15, "dist_2018": -4.35, "dist_2019": -3.62, "dist_2020": -8.7, "dist_2021": -5.25, "dist_2022": -5.02, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.6, "se_time": 0.689, "sig_time": 0.433}, "type": "Feature"}, {"bbox": [43.72967112298047, -12.271485307571643, 43.72967112298047, -12.271485307571643], "geometry": {"coordinates": [43.72967112298047, -12.271485307571643], "type": "Point"}, "id": "43", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#dbeaf2", "angle_mean": 141, "angle_std": 17, "dist_2018": -4.63, "dist_2019": -3.74, "dist_2020": -12.09, "dist_2021": -3.19, "dist_2022": -6.03, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.719, 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"#e1edf3", "angle_mean": 158, "angle_std": 12, "dist_2018": -3.05, "dist_2019": -2.01, "dist_2020": -2.32, "dist_2021": 1.53, "dist_2022": -1.89, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.556, "se_time": 0.363, "sig_time": 0.201}, "type": "Feature"}, {"bbox": [43.71655058517948, -12.271731246044856, 43.71655058517948, -12.271731246044856], "geometry": {"coordinates": [43.71655058517948, -12.271731246044856], "type": "Point"}, "id": "125", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#f8f1ed", "angle_mean": 145, "angle_std": 17, "dist_2018": 0.19, "dist_2019": 0.28, "dist_2020": 1.88, "dist_2021": 0.8, "dist_2022": -1.45, "dist_2023": 0.0, "outl_time": "", "rate_time": -0.206, "se_time": 0.272, "sig_time": 0.49}, "type": "Feature"}, {"bbox": [43.71637449589401, -12.271757141181691, 43.71637449589401, -12.271757141181691], "geometry": {"coordinates": [43.71637449589401, -12.271757141181691], "type": "Point"}, "id": "126", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#f3f5f6", "angle_mean": 3, "angle_std": 3, "dist_2018": -1.62, "dist_2019": 0.77, "dist_2020": -0.63, "dist_2021": 0.84, "dist_2022": -1.45, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.083, "se_time": 0.282, "sig_time": 0.783}, "type": "Feature"}, {"bbox": [43.71619513658735, -12.27171798012713, 43.71619513658735, -12.27171798012713], "geometry": {"coordinates": [43.71619513658735, -12.27171798012713], "type": "Point"}, "id": "127", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#e0ecf3", "angle_mean": 5, "angle_std": 8, "dist_2018": -3.39, "dist_2019": -1.8, "dist_2020": -5.01, "dist_2021": -0.72, "dist_2022": -1.88, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.6, "se_time": 0.383, "sig_time": 0.192}, "type": "Feature"}, {"bbox": [43.71601329632174, -12.271692066499156, 43.71601329632174, -12.271692066499156], "geometry": {"coordinates": [43.71601329632174, -12.271692066499156], "type": "Point"}, "id": "128", "properties": {"Coastal change": "\\u003ch4\\u003eNo significant trend of retreat or growth)\\u003c/h4\\u003e", "__folium_color": "#dae9f2", "angle_mean": 12, "angle_std": 7, "dist_2018": -3.28, "dist_2019": -0.58, "dist_2020": -3.62, "dist_2021": 1.92, "dist_2022": 0.88, "dist_2023": 0.0, "outl_time": "", "rate_time": 0.752, "se_time": 0.465, "sig_time": 0.181}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_7e03eabb5d7aa6f867d30fb20c75bacc.bindTooltip(\n", + " geo_json_81ce9d0b7616b52874b2c69fc45fbe8e.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -2385,42 +2389,42 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " var color_map_20a3562374dcf81f79c6b81ca4b21b87 = {};\n", + " var color_map_b64341c755c453c8325b63ccd3b64393 = {};\n", "\n", " \n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.color = d3.scale.threshold()\n", + " color_map_b64341c755c453c8325b63ccd3b64393.color = d3.scale.threshold()\n", " .domain([-5.0, -4.979959919839679, -4.959919839679359, -4.939879759519038, -4.919839679358717, -4.8997995991983965, -4.8797595190380765, -4.859719438877756, -4.839679358717435, -4.819639278557114, -4.799599198396794, -4.779559118236473, -4.759519038076152, -4.739478957915832, -4.719438877755511, -4.69939879759519, -4.679358717434869, -4.659318637274549, -4.6392785571142285, -4.619238476953908, -4.599198396793587, -4.579158316633267, -4.559118236472946, -4.539078156312625, -4.519038076152305, -4.498997995991984, -4.478957915831663, -4.458917835671342, -4.438877755511022, -4.4188376753507015, -4.398797595190381, -4.37875751503006, -4.35871743486974, -4.338677354709419, -4.318637274549098, -4.298597194388778, -4.278557114228457, -4.258517034068136, 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'#2b73b3ff', '#2a72b3ff', '#2a71b2ff', '#2971b2ff', '#2870b1ff', '#276fb1ff', '#276eb0ff', '#266db0ff', '#266cafff', '#256bafff', '#246aaeff', '#236aaeff', '#2369adff', '#2268adff', '#2267acff', '#2166acff', '#2065abff', '#1f64aaff', '#1f63a8ff', '#1e62a7ff', '#1e61a5ff', '#1d60a4ff', '#1d5fa2ff', '#1c5da1ff', '#1c5c9fff', '#1b5b9dff', '#1b5a9cff', '#1a599aff', '#1a5899ff', '#195797ff', '#185696ff', '#185594ff', '#175493ff', '#175391ff', '#165290ff', '#15508eff', '#144f8dff', '#144e8bff', '#134d89ff', '#134c88ff', '#124b86ff', '#124a85ff', '#114883ff', '#114782ff', '#104680ff', '#10457fff', '#0f447dff', '#0f437cff', '#0e427aff', '#0e4179ff', '#0d4078ff', '#0d3f76ff', '#0c3e75ff', '#0c3d73ff', '#0b3c72ff', '#0a3b70ff', '#093a6fff', '#09386dff', '#08376cff', '#08366aff', '#073569ff', '#073467ff', '#063365ff', '#063264ff', '#053162ff', '#053061ff']);\n", " \n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.x = d3.scale.linear()\n", + " color_map_b64341c755c453c8325b63ccd3b64393.x = d3.scale.linear()\n", " .domain([-5.0, 5.0])\n", " .range([0, 450 - 50]);\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.legend = L.control({position: 'topright'});\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.legend.addTo(map_79b830f9ea46ae76a1a8df8aee8a722a);\n", + " color_map_b64341c755c453c8325b63ccd3b64393.legend = L.control({position: 'topright'});\n", + " color_map_b64341c755c453c8325b63ccd3b64393.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", + " color_map_b64341c755c453c8325b63ccd3b64393.legend.addTo(map_ef92b0810ec6de2ce613d55b9cce8e2d);\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.xAxis = d3.svg.axis()\n", - " .scale(color_map_20a3562374dcf81f79c6b81ca4b21b87.x)\n", + " color_map_b64341c755c453c8325b63ccd3b64393.xAxis = d3.svg.axis()\n", + " .scale(color_map_b64341c755c453c8325b63ccd3b64393.x)\n", " .orient("top")\n", " .tickSize(1)\n", " .tickValues([-5.0, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', -3.980392156862745, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', -2.9607843137254903, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', -1.9411764705882355, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', -0.9215686274509807, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.09803921568627416, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 1.117647058823529, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 2.1372549019607847, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 3.1568627450980387, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 4.1764705882352935, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '']);\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.svg = d3.select(".legend.leaflet-control").append("svg")\n", + " color_map_b64341c755c453c8325b63ccd3b64393.svg = d3.select(".legend.leaflet-control").append("svg")\n", " .attr("id", 'legend')\n", " .attr("width", 450)\n", " .attr("height", 40);\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.g = color_map_20a3562374dcf81f79c6b81ca4b21b87.svg.append("g")\n", + " color_map_b64341c755c453c8325b63ccd3b64393.g = color_map_b64341c755c453c8325b63ccd3b64393.svg.append("g")\n", " .attr("class", "key")\n", " .attr("transform", "translate(25,16)");\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.g.selectAll("rect")\n", - " .data(color_map_20a3562374dcf81f79c6b81ca4b21b87.color.range().map(function(d, i) {\n", + " color_map_b64341c755c453c8325b63ccd3b64393.g.selectAll("rect")\n", + " .data(color_map_b64341c755c453c8325b63ccd3b64393.color.range().map(function(d, i) {\n", " return {\n", - " x0: i ? color_map_20a3562374dcf81f79c6b81ca4b21b87.x(color_map_20a3562374dcf81f79c6b81ca4b21b87.color.domain()[i - 1]) : color_map_20a3562374dcf81f79c6b81ca4b21b87.x.range()[0],\n", - " x1: i < color_map_20a3562374dcf81f79c6b81ca4b21b87.color.domain().length ? color_map_20a3562374dcf81f79c6b81ca4b21b87.x(color_map_20a3562374dcf81f79c6b81ca4b21b87.color.domain()[i]) : color_map_20a3562374dcf81f79c6b81ca4b21b87.x.range()[1],\n", + " x0: i ? color_map_b64341c755c453c8325b63ccd3b64393.x(color_map_b64341c755c453c8325b63ccd3b64393.color.domain()[i - 1]) : color_map_b64341c755c453c8325b63ccd3b64393.x.range()[0],\n", + " x1: i < color_map_b64341c755c453c8325b63ccd3b64393.color.domain().length ? color_map_b64341c755c453c8325b63ccd3b64393.x(color_map_b64341c755c453c8325b63ccd3b64393.color.domain()[i]) : color_map_b64341c755c453c8325b63ccd3b64393.x.range()[1],\n", " z: d\n", " };\n", " }))\n", @@ -2430,7 +2434,7 @@ " .attr("width", function(d) { return d.x1 - d.x0; })\n", " .style("fill", function(d) { return d.z; });\n", "\n", - " color_map_20a3562374dcf81f79c6b81ca4b21b87.g.call(color_map_20a3562374dcf81f79c6b81ca4b21b87.xAxis).append("text")\n", + " color_map_b64341c755c453c8325b63ccd3b64393.g.call(color_map_b64341c755c453c8325b63ccd3b64393.xAxis).append("text")\n", " .attr("class", "caption")\n", " .attr("y", 21)\n", " .text("rate_time");\n", @@ -2438,7 +2442,7 @@ "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 21, @@ -2613,7 +2617,7 @@ { "data": { "text/plain": [ - "'2023-11-24'" + "'2023-12-12'" ] }, "execution_count": 25,
\n", - " Comm: tcp://127.0.0.1:34673\n", + " Comm: tcp://127.0.0.1:33249\n", " \n", " Total threads: 4\n", @@ -280,7 +282,7 @@ "
\n", - " Dashboard: /user/mpho.sadiki@digitalearthafrica.org/proxy/35039/status\n", + " Dashboard: /user/mpho.sadiki@digitalearthafrica.org/proxy/34429/status\n", " \n", " Memory: 26.21 GiB\n", @@ -288,13 +290,13 @@ "
\n", - " Nanny: tcp://127.0.0.1:34955\n", + " Nanny: tcp://127.0.0.1:38517\n", "
\n", - " Local directory: /tmp/dask-worker-space/worker-t208z2xa\n", + " Local directory: /tmp/dask-worker-space/worker-r3daug5_\n", "