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<link rel="stylesheet" href="./resources/prism/prism-1.20.0.css" type="text/css">
<link rel="stylesheet" href="./css/ol.css" type="text/css">
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<link rel="stylesheet" href="raster.css">
<title>Raster Source</title>
</head>
<body>
<header class="navbar navbar-expand-sm navbar-dark mb-3 py-0" role="navigation">
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<a class="nav-link dropdown-toggle" href="#" id="codedropdown" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Code</a>
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<div id="latest-check" class="alert alert-warning alert-dismissible" role="alert" style="display:none">
<button id="latest-dismiss" type="button" class="close" data-dismiss="alert" aria-label="Close"><span aria-hidden="true">&times;</span></button>
This example uses OpenLayers v<span>6.5.0</span>. The <a id="latest-link" href="#" class="alert-link">latest</a> is v<span id="latest-version"></span>.
</div>
<div class="row-fluid">
<a href="#" id="codepen-button" class="btn btn-link float-right">
<i class="fa fa-codepen fa-lg"></i> Edit
</a>
<div class="span12">
<h4 id="title">Raster Source</h4>
<p class="tags">
<span class="badge-group">
<a
href="./index.html?q=raster" class="badge badge-info">raster</a
><a
class="badge badge-info tag-modal-toggle text-white"
data-toggle="modal"
data-target="#tag-example-list"
data-title="raster"
data-content="
&lt;a class=&quot;list-group-item list-group-item-action active&quot; href=&quot;./raster.html&quot;&gt;Raster Source&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./region-growing.html&quot;&gt;Region Growing&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./sea-level.html&quot;&gt;Sea Level&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./shaded-relief.html&quot;&gt;Shaded Relief&lt;/a&gt;"
tabindex="0"
>4</a>
</span>
<span class="badge-group">
<a
href="./index.html?q=pixel" class="badge badge-info">pixel</a
><a
class="badge badge-info tag-modal-toggle text-white"
data-toggle="modal"
data-target="#tag-example-list"
data-title="pixel"
data-content="
&lt;a class=&quot;list-group-item list-group-item-action active&quot; href=&quot;./raster.html&quot;&gt;Raster Source&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./zoomify.html&quot;&gt;Zoomify&lt;/a&gt;"
tabindex="0"
>2</a>
</span>
<span class="badge-group">
<a
href="./index.html?q=maptiler" class="badge badge-info">maptiler</a
><a
class="badge badge-info tag-modal-toggle text-white"
data-toggle="modal"
data-target="#tag-example-list"
data-title="maptiler"
data-content="
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./zoom-constrained.html&quot;&gt;Constrained Zoom&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./disable-image-smoothing.html&quot;&gt;Disable Image Smoothing&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./drag-and-drop.html&quot;&gt;Drag-and-Drop&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./drag-and-drop-image-vector.html&quot;&gt;Drag-and-Drop Image Vector&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./full-screen.html&quot;&gt;Full Screen Control&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./full-screen-drag-rotate-and-zoom.html&quot;&gt;Full Screen Drag, Rotate, and Zoom&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./gpx.html&quot;&gt;GPX Data&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./image-filter.html&quot;&gt;Image Filters&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./kml.html&quot;&gt;KML&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./layer-spy.html&quot;&gt;Layer Spy&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./layer-swipe.html&quot;&gt;Layer Swipe&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./magnify.html&quot;&gt;Magnify&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./mapbox-layer.html&quot;&gt;Mapbox-gl Layer&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./feature-move-animation.html&quot;&gt;Marker Animation&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./vector-osm.html&quot;&gt;OSM XML&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action active&quot; href=&quot;./raster.html&quot;&gt;Raster Source&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./region-growing.html&quot;&gt;Region Growing&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./side-by-side.html&quot;&gt;Shared Views&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./street-labels.html&quot;&gt;Street Labels&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./mapbox-style.html&quot;&gt;Vector tiles created from a Mapbox Style object&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./vector-tiles-4326.html&quot;&gt;Vector tiles in EPSG:4326&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./vector-wfs.html&quot;&gt;WFS&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./vector-wfs-getfeature.html&quot;&gt;WFS - GetFeature&lt;/a&gt;
&lt;a class=&quot;list-group-item list-group-item-action&quot; href=&quot;./xyz-retina.html&quot;&gt;XYZ Retina Tiles&lt;/a&gt;"
tabindex="0"
>24</a>
</span>
</p>
<div class="modal modal-tag-example" id="tag-example-list" tabindex="-1" role="dialog" aria-labelledby="tag-example-title" aria-hidden="true">
<div class="modal-dialog modal-dialog-scrollable" role="document">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title" id="tag-example-title"></h5>
<button type="button" class="close" data-dismiss="modal" aria-label="Close">
<span aria-hidden="true">&times;</span>
</button>
</div>
<div class="modal-body">
<div class="list-group"></div>
</div>
</div>
</div>
</div>
<div class="rel">
<div id="map" class="map"></div>
<div id="plot"></div>
</div>
</div>
<form method="POST" id="codepen-form" target="_blank" action="https://codesandbox.io/api/v1/sandboxes/define">
<input id="codesandbox-params" type="hidden" name="parameters">
</form>
</div>
<div class="row-fluid">
<div class="span12">
<p id="shortdesc">Demonstrates pixelwise operations with a raster source.</p>
<div id="docs"><p>
This example uses a <code>ol/source/Raster</code> to generate data
based on another source. The raster source accepts any number of
input sources (tile or image based) and runs a pipeline of
operations on the input pixels. The return from the final
operation is used as the data for the output source.
</p> <p>
In this case, a single tiled source of imagery is used as input.
For each pixel, the Vegetation Greenness Index
(<a href="http://www.tandfonline.com/doi/abs/10.1080/10106040108542184#.Vb90ITBViko">VGI</a>)
is calculated from the input pixels. A second operation colors
those pixels based on a threshold value (values above the
threshold are green and those below are transparent).
</p>
</div>
</div>
</div>
<div class="row-fluid">
<h5 class="source-heading">main.js</h5>
<pre><code id="example-js-source" class="language-js">import 'ol/ol.css';
import Map from &#x27;ol/Map&#x27;;
import RasterSource from &#x27;ol/source/Raster&#x27;;
import View from &#x27;ol/View&#x27;;
import XYZ from &#x27;ol/source/XYZ&#x27;;
import {Image as ImageLayer, Tile as TileLayer} from &#x27;ol/layer&#x27;;
var minVgi &#x3D; 0;
var maxVgi &#x3D; 0.25;
var bins &#x3D; 10;
/**
* Calculate the Vegetation Greenness Index (VGI) from an input pixel. This
* is a rough estimate assuming that pixel values correspond to reflectance.
* @param {Array&lt;number&gt;} pixel An array of [R, G, B, A] values.
* @return {number} The VGI value for the given pixel.
*/
function vgi(pixel) {
var r &#x3D; pixel[0] / 255;
var g &#x3D; pixel[1] / 255;
var b &#x3D; pixel[2] / 255;
return (2 * g - r - b) / (2 * g + r + b);
}
/**
* Summarize values for a histogram.
* @param {numver} value A VGI value.
* @param {Object} counts An object for keeping track of VGI counts.
*/
function summarize(value, counts) {
var min &#x3D; counts.min;
var max &#x3D; counts.max;
var num &#x3D; counts.values.length;
if (value &lt; min) {
// do nothing
} else if (value &gt;&#x3D; max) {
counts.values[num - 1] +&#x3D; 1;
} else {
var index &#x3D; Math.floor((value - min) / counts.delta);
counts.values[index] +&#x3D; 1;
}
}
/**
* Use aerial imagery as the input data for the raster source.
*/
var key &#x3D; &#x27;Get your own API key at https://www.maptiler.com/cloud/&#x27;;
var attributions &#x3D;
&#x27;&lt;a href&#x3D;&quot;https://www.maptiler.com/copyright/&quot; target&#x3D;&quot;_blank&quot;&gt;&amp;copy; MapTiler&lt;/a&gt; &#x27; +
&#x27;&lt;a href&#x3D;&quot;https://www.openstreetmap.org/copyright&quot; target&#x3D;&quot;_blank&quot;&gt;&amp;copy; OpenStreetMap contributors&lt;/a&gt;&#x27;;
var aerial &#x3D; new XYZ({
attributions: attributions,
url: &#x27;https://api.maptiler.com/tiles/satellite/{z}/{x}/{y}.jpg?key&#x3D;&#x27; + key,
maxZoom: 20,
crossOrigin: &#x27;&#x27;,
});
/**
* Create a raster source where pixels with VGI values above a threshold will
* be colored green.
*/
var raster &#x3D; new RasterSource({
sources: [aerial],
/**
* Run calculations on pixel data.
* @param {Array} pixels List of pixels (one per source).
* @param {Object} data User data object.
* @return {Array} The output pixel.
*/
operation: function (pixels, data) {
var pixel &#x3D; pixels[0];
var value &#x3D; vgi(pixel);
summarize(value, data.counts);
if (value &gt;&#x3D; data.threshold) {
pixel[0] &#x3D; 0;
pixel[1] &#x3D; 255;
pixel[2] &#x3D; 0;
pixel[3] &#x3D; 128;
} else {
pixel[3] &#x3D; 0;
}
return pixel;
},
lib: {
vgi: vgi,
summarize: summarize,
},
});
raster.set(&#x27;threshold&#x27;, 0.1);
function createCounts(min, max, num) {
var values &#x3D; new Array(num);
for (var i &#x3D; 0; i &lt; num; ++i) {
values[i] &#x3D; 0;
}
return {
min: min,
max: max,
values: values,
delta: (max - min) / num,
};
}
raster.on(&#x27;beforeoperations&#x27;, function (event) {
event.data.counts &#x3D; createCounts(minVgi, maxVgi, bins);
event.data.threshold &#x3D; raster.get(&#x27;threshold&#x27;);
});
raster.on(&#x27;afteroperations&#x27;, function (event) {
schedulePlot(event.resolution, event.data.counts, event.data.threshold);
});
var map &#x3D; new Map({
layers: [
new TileLayer({
source: aerial,
}),
new ImageLayer({
source: raster,
}) ],
target: &#x27;map&#x27;,
view: new View({
center: [-9651695, 4937351],
zoom: 13,
minZoom: 12,
maxZoom: 19,
}),
});
var timer &#x3D; null;
function schedulePlot(resolution, counts, threshold) {
if (timer) {
clearTimeout(timer);
timer &#x3D; null;
}
timer &#x3D; setTimeout(plot.bind(null, resolution, counts, threshold), 1000 / 60);
}
var barWidth &#x3D; 15;
var plotHeight &#x3D; 150;
var chart &#x3D; d3
.select(&#x27;#plot&#x27;)
.append(&#x27;svg&#x27;)
.attr(&#x27;width&#x27;, barWidth * bins)
.attr(&#x27;height&#x27;, plotHeight);
var chartRect &#x3D; chart.node().getBoundingClientRect();
var tip &#x3D; d3.select(document.body).append(&#x27;div&#x27;).attr(&#x27;class&#x27;, &#x27;tip&#x27;);
function plot(resolution, counts, threshold) {
var yScale &#x3D; d3
.scaleLinear()
.domain([0, d3.max(counts.values)])
.range([0, plotHeight]);
var bar &#x3D; chart.selectAll(&#x27;rect&#x27;).data(counts.values);
bar.enter().append(&#x27;rect&#x27;);
bar
.attr(&#x27;class&#x27;, function (count, index) {
var value &#x3D; counts.min + index * counts.delta;
return &#x27;bar&#x27; + (value &gt;&#x3D; threshold ? &#x27; selected&#x27; : &#x27;&#x27;);
})
.attr(&#x27;width&#x27;, barWidth - 2);
bar
.transition()
.attr(&#x27;transform&#x27;, function (value, index) {
return (
&#x27;translate(&#x27; +
index * barWidth +
&#x27;, &#x27; +
(plotHeight - yScale(value)) +
&#x27;)&#x27;
);
})
.attr(&#x27;height&#x27;, yScale);
bar.on(&#x27;mousemove&#x27;, function (count, index) {
var threshold &#x3D; counts.min + index * counts.delta;
if (raster.get(&#x27;threshold&#x27;) !&#x3D;&#x3D; threshold) {
raster.set(&#x27;threshold&#x27;, threshold);
raster.changed();
}
});
bar.on(&#x27;mouseover&#x27;, function (count, index) {
var area &#x3D; 0;
for (var i &#x3D; counts.values.length - 1; i &gt;&#x3D; index; --i) {
area +&#x3D; resolution * resolution * counts.values[i];
}
tip.html(message(counts.min + index * counts.delta, area));
tip.style(&#x27;display&#x27;, &#x27;block&#x27;);
tip.transition().style({
left: chartRect.left + index * barWidth + barWidth / 2 + &#x27;px&#x27;,
top: d3.event.y - 60 + &#x27;px&#x27;,
opacity: 1,
});
});
bar.on(&#x27;mouseout&#x27;, function () {
tip
.transition()
.style(&#x27;opacity&#x27;, 0)
.each(&#x27;end&#x27;, function () {
tip.style(&#x27;display&#x27;, &#x27;none&#x27;);
});
});
}
function message(value, area) {
var acres &#x3D; (area / 4046.86)
.toFixed(0)
.replace(/\B(?&#x3D;(\d{3})+(?!\d))/g, &#x27;,&#x27;);
return acres + &#x27; acres at&lt;br&gt;&#x27; + value.toFixed(2) + &#x27; VGI or above&#x27;;
}
</code></pre>
</div>
<div class="row-fluid">
<h5 class="source-heading">index.html</h5>
<pre><code id="example-html-source" class="language-markup">&lt;!DOCTYPE html&gt;
&lt;html lang="en"&gt;
&lt;head&gt;
&lt;meta charset="UTF-8"&gt;
&lt;title&gt;Raster Source&lt;/title&gt;
&lt;!-- Pointer events polyfill for old browsers, see https://caniuse.com/#feat=pointer --&gt;
&lt;script src="https://unpkg.com/elm-pep"&gt;&lt;/script&gt;
&lt;!-- The line below is only needed for old environments like Internet Explorer and Android 4.x --&gt;
&lt;script src="https://cdn.polyfill.io/v3/polyfill.min.js?features=fetch,requestAnimationFrame,Element.prototype.classList,URL,TextDecoder"&gt;&lt;/script&gt;
&lt;script src&#x3D;&quot;https://unpkg.com/d3@4.12.0/build/d3.js&quot;&gt;&lt;/script&gt;
&lt;style&gt;
.map {
width: 100%;
height:400px;
}
.rel {
position: relative
}
#plot {
pointer-events: none;
position: absolute;
bottom: 10px;
left: 10px;
}
.bar {
pointer-events: auto;
fill: #AFAFB9;
}
.bar.selected {
fill: green;
}
.tip {
position: absolute;
background: black;
color: white;
padding: 6px;
font-size: 12px;
border-radius: 4px;
margin-bottom: 10px;
display: none;
opacity: 0;
}
&lt;/style&gt;
&lt;/head&gt;
&lt;body&gt;
&lt;div class&#x3D;&quot;rel&quot;&gt;
&lt;div id&#x3D;&quot;map&quot; class&#x3D;&quot;map&quot;&gt;&lt;/div&gt;
&lt;div id&#x3D;&quot;plot&quot;&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;script src="main.js"&gt;&lt;/script&gt;
&lt;/body&gt;
&lt;/html&gt;</code></pre>
</div>
<div class="row-fluid">
<h5 class="source-heading">package.json</h5>
<pre><code id="example-pkg-source" class="language-json">{
&quot;name&quot;: &quot;raster&quot;,
&quot;dependencies&quot;: {
&quot;ol&quot;: &quot;6.5.0&quot;
},
&quot;devDependencies&quot;: {
&quot;parcel&quot;: &quot;^2.0.0-beta.1&quot;
},
&quot;scripts&quot;: {
&quot;start&quot;: &quot;parcel index.html&quot;,
&quot;build&quot;: &quot;parcel build --public-url . index.html&quot;
}
}</code></pre>
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