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poi: poiByType,
villages,
osrmFile,
adminArea,
gridSize,
maxTime,
maxSpeed
} = e;
const osrm = new OSRM(osrmFile);
process.send({type: 'status', data: 'srv_loaded_files', id: id});
// Split the input region in squares for parallelisation.
let box = envelope(adminArea);
let extent = [box.geometry.coordinates[0][0][0], box.geometry.coordinates[0][0][1], box.geometry.coordinates[0][2][0], box.geometry.coordinates[0][2][1]];
let squares = squareGrid(extent, gridSize || 30, 'kilometers').features;
process.send({type: 'squarecount', data: squares.length, id: id});
// Create a task for each square to be run below.
var squareTasks = squares.map(square => {
// Clip the square with the input geometry. In this way we work with a
// smaller area..
let workArea = intersect(adminArea, square);
return createProcessAreaTask(workArea, poiByType, villages, osrm, maxTime, maxSpeed, id);
});
async.parallelLimit(squareTasks, config.cpus, (err, allSquaresRes) => {
if (err) {
throw err;
}
// allSquaresRes -> is an array of square results.
// Flatten the array.
id,
poi,
origins,
osrmFile,
adminArea,
gridSize,
maxTime,
maxSpeed
} = e;
const osrm = new OSRM(osrmFile);
process.send({type: 'status', data: 'srv_loaded_files', id: id});
// Split the input region in squares for parallelisation.
let extent = bbox(adminArea);
let squares = squareGrid(extent, gridSize || 500, 'kilometers').features;
process.send({type: 'squarecount', data: squares.length, id: id});
// Create a task for each square to be run below.
var squareTasks = squares.map(square => {
// Clip the square with the input geometry. In this way we work with a
// smaller area..
let workArea = intersect(adminArea, square);
return createProcessAreaTask(workArea, poi, origins, osrm, maxTime, maxSpeed, id);
});
async.parallelLimit(squareTasks, config.cpus, (err, allSquaresRes) => {
if (err) {
throw err;
}
// allSquaresRes -> is an array of square results.
// Flatten the array.
export default function quadratAnalysis(pointFeatureSet, options) {
options = options || {};
var studyBbox = options.studyBbox || bbox(pointFeatureSet);
var confidenceLevel = options.confidenceLevel || 20;
var points = pointFeatureSet.features;
// create square-grid
var numOfPoints = points.length;
var sizeOfArea = area(bboxPolygon(studyBbox));
var lengthOfSide = Math.sqrt((sizeOfArea / numOfPoints) * 2);
var grid = squareGrid(studyBbox, lengthOfSide, {
units: 'meters'
});
var quadrats = grid.features;
// count the number of features in each quadrat
var quadratIdDict = {};
for (var i = 0; i < quadrats.length; i++) {
quadratIdDict[i] = {
box: bbox(quadrats[i]),
cnt: 0
}
}
var sumOfPoint = 0;
for (var i = 0; i < points.length; i++) {
var point = points[i];
export default function (controlPoints, valueField, weight, cellWidth, units) {
// validation
if (!valueField) throw new Error('valueField is required');
if (weight === undefined || weight === null) throw new Error('weight is required');
if (cellWidth === undefined || cellWidth === null) throw new Error('cellWidth is required');
// check if field containing data exists.
var filtered = controlPoints.features.filter(function (feature) {
return feature.properties &&
feature.properties.hasOwnProperty(valueField);
});
if (filtered.length === 0) throw new Error('Specified Data Field is Missing');
// create a sample square grid
// compared to a point grid helps visualizing the output (like a raster..)
var samplingGrid = squareGrid(bbox(controlPoints), cellWidth, units);
var N = samplingGrid.features.length;
for (var i = 0; i < N; i++) {
var zw = 0;
var sw = 0;
// calculate the distance from each control point to cell's centroid
for (var j = 0; j < controlPoints.features.length; j++) {
var d = distance(centroid(samplingGrid.features[i]), controlPoints.features[j], units);
if (d === 0) {
zw = controlPoints.features[j].properties[valueField];
}
var w = 1.0 / Math.pow(d, weight);
sw += w;
zw += w * controlPoints.features[j].properties[valueField];
}
// write IDW value for each grid cell
samplingGrid.features[i].properties[valueField] = zw / sw;
// default values
property = property || 'elevation';
gridType = gridType || 'square';
weight = weight || 1;
var box = bbox(points);
var grid;
switch (gridType) {
case 'point':
case 'points':
grid = poinGrid(box, cellSize, {units: units, bboxIsMask: true});
break;
case 'square':
case 'squares':
grid = squareGrid(box, cellSize, {units: units});
break;
case 'hex':
case 'hexes':
grid = hexGrid(box, cellSize, {units: units});
break;
case 'triangle':
case 'triangles':
grid = triangleGrid(box, cellSize, {units: units});
break;
default:
throw new Error('invalid gridType');
}
var results = [];
featureEach(grid, function (gridFeature) {
var zw = 0;
var sw = 0;