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113 lines
3.6 KiB
JavaScript
113 lines
3.6 KiB
JavaScript
var kopts = {
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propname: "value", //值字段
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krigingModel: 'exponential', //model还可选'gaussian','spherical'
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krigingSigma2: 0,
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krigingAlpha: 100,
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alpha: 0.3,
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// width: 0.0005,
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colors: ["#006837", "#1a9850", "#66bd63", "#a6d96a", "#d9ef8b", "#ffffbf", "#fee08b",
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"#fdae61", "#f46d43", "#d73027", "#a50026"
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],
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}
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//绘制kriging插值图
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var drawKriging = function (geo, polygons, options = {}) {
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kopts = Object.assign(kopts, options);
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if (kopts.colors && kopts.colorsNum) {
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kopts.colors = getColor(kopts.colors, kopts.colorsNum);
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} else {
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kopts.colors = getColor(["#00A600", "#E6DD09", "#F2F2F2"], 100);
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}
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var values = [],
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lngs = [],
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lats = [];
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geo.features.forEach(feature => {
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values.push(feature.properties[kopts.propname]);
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lngs.push(feature.geometry.coordinates[0]);
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lats.push(feature.geometry.coordinates[1]);
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});
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if (values.length > 3) {
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//获取面的矩形
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var extent = {
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xMin: 100000000,
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yMin: 100000000,
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xMax: -100000000,
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yMax: -100000000
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};
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for (var i = 0; i < polygons.length; i++) {
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for (var j = 0; j < polygons[i].length; j++) {
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extent.xMin = Math.min(extent.xMin, polygons[i][j][0]);
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extent.xMax = Math.max(extent.xMax, polygons[i][j][0]);
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extent.yMin = Math.min(extent.yMin, polygons[i][j][1]);
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extent.yMax = Math.max(extent.yMax, polygons[i][j][1]);
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}
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}
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if (!kopts.width) {
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kopts.width = Math.round(Math.min((extent.xMax - extent.xMin), (extent.yMax - extent.yMin)) *
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10000) / 10000 / 500;
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}
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var canvas = document.createElement('canvas');
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document.body.appendChild(canvas);
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canvas.width = 5000;
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canvas.height = parseInt(5000 / (extent.xMax - extent.xMin) * (extent.yMax - extent.yMin));
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//对数据集进行训练
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let variogram = kriging.train(values, lngs, lats, kopts.krigingModel, kopts.krigingSigma2, kopts
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.krigingAlpha);
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//使用variogram对象使polygons描述的地理位置内的格网元素具备不一样的预测值,最后一个参数，是插值格点精度大小
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var grid = kriging.grid(polygons, variogram, kopts.width); // kriging.grid(polygons, variogram, width);
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//将得到的格网grid渲染至canvas上
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kriging.plot(canvas, grid, [extent.xMin, extent.xMax], [extent.yMin, extent.yMax], kopts.colors);
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// kriging.plot(canvas, grid, xlim, ylim, colors);
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var _r = drawHeatmapRect(canvas, extent);
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return _r;
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}
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}
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//绘制图形到图上
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function drawHeatmapRect(canvas, extent) {
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var image = convertCanvasToImage(canvas);
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var _Rectangle = viewer.scene.primitives.add(new Cesium.GroundPrimitive({
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geometryInstances: new Cesium.GeometryInstance({
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geometry: new Cesium.RectangleGeometry({
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rectangle: Cesium.Rectangle.fromDegrees(extent.xMin, extent.yMin,
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extent.xMax, extent.yMax),
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vertexFormat: Cesium.EllipsoidSurfaceAppearance.VERTEX_FORMAT
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})
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}),
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appearance: new Cesium.EllipsoidSurfaceAppearance({
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aboveGround: false
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}),
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show: true
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}));
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_Rectangle.appearance.material = new Cesium.Material({
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fabric: {
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type: 'Image',
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uniforms: {
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color: {
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alpha: kopts.alpha
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},
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image: image.src
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}
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}
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});
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return _Rectangle;
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}
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function convertCanvasToImage(canvas) {
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var image = new Image();
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image.src = canvas.toDataURL("image/png");
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return image;
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}
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//获取颜色
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function getColor(colors, num) {
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var rainbow = new Rainbow();
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rainbow.setSpectrum(...colors)
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rainbow.setNumberRange(0, num)
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var colorarr = [];
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for (var i = 0; i < num; i++) {
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colorarr.push("#" + rainbow.colourAt(i))
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}
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return colorarr;
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}
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