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Last active October 2, 2017 00:01
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world population density (2015)
Raw
.block
license: gpl-3.0
height: 600
scrolling: no
border: yes
Raw
README.md

Read more about this map at http://www.jakelow.com/essays/mapping-the-world-population

This gist includes coarse data derived from SEDAC's UN-adjusted population density grids. The original data has a resolution of about 2.5 arc minutes. It's distributed as a 43200x17400 GeoTIFF file. In order to produce coarser data, I ran the following command:

gdalwarp -t_srs EPSG:4326 -tr 0.5 0.5 -r average gpwv4-unpd.original.tiff gpwv4-unpd.very-coarse.tiff

If you want to use higher-resolution data than is provided in this Gist, download the original dataset from SEDAC and run the same command, but substitute smaller values, e.g. -tr 0.1 0.1.

Raw
index.html
<!DOCTYPE html>
<svg width='960' height='600'></svg>
<script src="https://unpkg.com/d3-array@1"></script>
<script src="https://unpkg.com/d3-contour@1"></script>
<script src="https://unpkg.com/d3-collection@1"></script>
<script src="https://unpkg.com/d3-color@1"></script>
<script src="https://unpkg.com/d3-dispatch@1"></script>
<script src="https://unpkg.com/d3-geo@1"></script>
<script src="https://unpkg.com/d3-geo-projection@2"></script>
<script src="https://unpkg.com/d3-interpolate@1"></script>
<script src="https://unpkg.com/d3-request@1"></script>
<script src="https://unpkg.com/d3-selection@1"></script>
<script src="https://unpkg.com/d3-scale@1"></script>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script src="https://d3js.org/d3-scale-chromatic.v1.min.js"></script>
<script src="https://unpkg.com/geotiff@0.4/dist/geotiff.browserify.min.js"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<script src="http://d3js.org/topojson.v1.min.js"></script>
<script>
queue()
.defer(d3.json, "world-50m.json")
.defer(d3.json, "lakes-50m.json")
.defer(d3.request("gpwv4-unpd.coarse.tiff").responseType("arraybuffer").get)
.await(ready);
function ready (error, world, lakes, unpd) {
if (error) throw error;
var tiff = GeoTIFF.parse(unpd.response),
image = tiff.getImage(),
values = image.readRasters()[0],
m = image.getHeight(),
n = image.getWidth();
values = values.map((v) => v < 0 ? 0 : v);
var numThresholds = 12;
var thresholds = d3.range(0, numThresholds).map((v) => Math.pow(2, v));
var color = d3.scaleThreshold()
.domain(thresholds)
.range(d3.range(0, numThresholds).map((v) => d3.interpolateMagma(v / numThresholds)));
var contours = d3.contours()
.size([n, m])
.smooth(false)
.thresholds([0, ...thresholds]);
var projection = d3.geoInterruptedMollweide()
.scale(165)
.precision(0.1);
var path = d3.geoPath(projection);
var svg = d3.select('svg'),
width = +svg.attr("width"),
height = +svg.attr("height");
svg.append('path').attr('class', 'background')
.datum({type: 'Sphere'})
.attr('fill', color(0))
.attr('d', path);
var defs = svg.append("defs");
defs.append("path")
.datum({type: "Sphere"})
.attr("id", "sphere")
.attr("d", path);
defs.append("path")
.datum(topojson.feature(world, world.objects.land))
.attr("id", "land")
.attr("d", path);
defs.append("clipPath")
.attr("id", "clipSphere")
.append("use").attr("xlink:href", "#sphere");
defs.append("clipPath")
.attr("id", "clipLand")
.attr("clip-path", "url(#clipSphere)")
.append("use").attr("xlink:href", "#land");
svg.append('g').attr('class', 'contours')
.selectAll("path")
.data(contours(values).map(invert))
.enter().append("path")
.attr("fill", function(d) { return color(d.value); })
.attr('clip-path', 'url(#clipLand)')
.attr("d", path);
svg.insert("path")
.datum(topojson.feature(world, world.objects.land))
.attr('fill', 'none')
.attr('stroke', 'white')
.attr('stroke-width', 0.2)
.attr("d", path);
svg.insert("path")
.datum(lakes)
.attr('fill', color(0))
.attr('stroke', 'white')
.attr('stroke-width', 0.1)
.attr("d", path);
var x = d3.scaleLog()
.base(2)
.domain([0.5, thresholds.slice(-1)])//.slice(0, -1))
.rangeRound([0, 600]);
// legend code based on Mike Bostock's https://bl.ocks.org/mbostock/39b34968ad5eab65de1d7da81f78bb27
// used here under terms of GPL v3
var keyGroup = svg.append("g")
.attr("class", "key")
.attr("transform", "translate(180,560)");
keyGroup.selectAll("rect")
.data(color.range().map(function(d) {
d = color.invertExtent(d);
if (d[0] == null) d[0] = x.domain()[0];
if (d[1] == null) d[1] = x.domain()[1];
return d;
}))
.enter().append("rect")
.attr("height", 10)
.attr("x", (d) => x(d[0]))
.attr("width", (d) => x(d[1]) - x(d[0]))
.attr("fill", (d) => color(d[0]));
keyGroup.append("text")
.attr("class", "caption")
.attr("x", x.range()[0])
.attr("y", -8)
.attr("fill", "#000")
.attr("text-anchor", "start")
.attr("font-weight", "bold")
.attr("font-size", "130%")
.text("Estimated population density in 2015 (persons per square kilometer)");
keyGroup.call(d3.axisBottom(x)
.tickSize(16)
.tickValues(color.domain().slice(0, -1)))
.select(".domain")
.remove();
// 'invert' function copyright Mike Bostock, used here under terms of GPL v3
// more info: https://bl.ocks.org/mbostock/83c0be21dba7602ee14982b020b12f51
function invert(d) {
var shared = {};
var p = {
type: "Polygon",
coordinates: d3.merge(d.coordinates.map(function(polygon) {
return polygon.map(function(ring) {
return ring.map(function(point) {
return [
point[0] / n * 360 - 180,
85 - point[1] / m * 145
];
}).reverse();
});
}))
};
// Record the y-intersections with the antimeridian.
p.coordinates.forEach(function(ring) {
ring.forEach(function(p) {
if (p[0] === -180) shared[p[1]] |= 1;
else if (p[0] === 180) shared[p[1]] |= 2;
});
});
// Offset any unshared antimeridian points to prevent their stitching.
p.coordinates.forEach(function(ring) {
ring.forEach(function(p) {
if ((p[0] === -180 || p[0] === 180) && shared[p[1]] !== 3) {
p[0] = p[0] === -180 ? -179.9995 : 179.9995;
}
});
});
p = d3.geoStitch(p);
if (!p.coordinates.length) p = {type: "Sphere"}; // TODO fix d3.geoStitch
p.value = d.value;
return p;
}
}
</script>
Display the source blob
Display the rendered blob
Raw
lakes-50m.json
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