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@turf/standard-deviational-ellipse - npm Package Compare versions

Comparing version 7.1.0-alpha.7 to 7.1.0-alpha.70

71

dist/esm/index.d.ts
import { Position, Feature, Polygon, FeatureCollection, Point, GeoJsonProperties } from 'geojson';
/**
* http://turfjs.org/docs/#standarddeviational-ellipse
*/
declare interface SDEProps {
meanCenterCoordinates: Position;
semiMajorAxis: number;
semiMinorAxis: number;
numberOfFeatures: number;
angle: number;
percentageWithinEllipse: number;
meanCenterCoordinates: Position;
semiMajorAxis: number;
semiMinorAxis: number;
numberOfFeatures: number;
angle: number;
percentageWithinEllipse: number;
}
declare interface StandardDeviationalEllipse extends Feature<Polygon> {
properties: {
standardDeviationalEllipse: SDEProps;
[key: string]: any;
};
properties: {
standardDeviationalEllipse: SDEProps;
[key: string]: any;
} | null;
}
declare function standardDeviationalEllipse(
points: FeatureCollection<Point>,
options?: {
/**
* Takes a collection of features and returns a standard deviational ellipse,
* also known as a “directional distribution.” The standard deviational ellipse
* aims to show the direction and the distribution of a dataset by drawing
* an ellipse that contains about one standard deviation’s worth (~ 70%) of the
* data.
*
* This module mirrors the functionality of {@link http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-statistics-toolbox/directional-distribution.htm|Directional Distribution}
* in ArcGIS and the {@link http://arken.nmbu.no/~havatv/gis/qgisplugins/SDEllipse/|QGIS Standard Deviational Ellipse Plugin}
*
* **Bibliography**
*
* • Robert S. Yuill, “The Standard Deviational Ellipse; An Updated Tool for
* Spatial Description,” _Geografiska Annaler_ 53, no. 1 (1971): 28–39,
* doi:{@link https://doi.org/10.2307/490885|10.2307/490885}.
*
* • Paul Hanly Furfey, “A Note on Lefever’s “Standard Deviational Ellipse,”
* _American Journal of Sociology_ 33, no. 1 (1927): 94—98,
* doi:{@link https://doi.org/10.1086/214336|10.1086/214336}.
*
*
* @name standardDeviationalEllipse
* @param {FeatureCollection<Point>} points GeoJSON points
* @param {Object} [options={}] Optional parameters
* @param {string} [options.weight] the property name used to weight the center
* @param {number} [options.steps=64] number of steps for the polygon
* @param {Object} [options.properties={}] properties to pass to the resulting ellipse
* @returns {Feature<Polygon>} an elliptical Polygon that includes approximately 1 SD of the dataset within it.
* @example
*
* const bbox = [-74, 40.72, -73.98, 40.74];
* const points = turf.randomPoint(400, {bbox: bbox});
* const sdEllipse = turf.standardDeviationalEllipse(points);
*
* //addToMap
* const addToMap = [points, sdEllipse];
*
*/
declare function standardDeviationalEllipse(points: FeatureCollection<Point>, options?: {
properties?: GeoJsonProperties;
weight?: string;
steps?: number;
}
): StandardDeviationalEllipse;
}): StandardDeviationalEllipse;
export { type SDEProps, type StandardDeviationalEllipse, standardDeviationalEllipse as default, standardDeviationalEllipse };

@@ -1,2 +0,2 @@

// index.js
// index.ts
import { coordAll, featureEach } from "@turf/meta";

@@ -9,8 +9,9 @@ import { getCoords } from "@turf/invariant";

function standardDeviationalEllipse(points, options) {
var _a;
options = options || {};
if (!isObject(options))
throw new Error("options is invalid");
var steps = options.steps || 64;
var weightTerm = options.weight;
var properties = options.properties || {};
const steps = options.steps || 64;
const weightTerm = options.weight;
const properties = options.properties || {};
if (!isNumber(steps))

@@ -20,10 +21,11 @@ throw new Error("steps must be a number");

throw new Error("properties must be a number");
var numberOfFeatures = coordAll(points).length;
var meanCenter = centerMean(points, { weight: weightTerm });
var xDeviationSquaredSum = 0;
var yDeviationSquaredSum = 0;
var xyDeviationSum = 0;
const numberOfFeatures = coordAll(points).length;
const meanCenter = centerMean(points, { weight: weightTerm });
let xDeviationSquaredSum = 0;
let yDeviationSquaredSum = 0;
let xyDeviationSum = 0;
featureEach(points, function(point) {
var weight = point.properties[weightTerm] || 1;
var deviation = getDeviations(getCoords(point), getCoords(meanCenter));
var _a2;
const weight = weightTerm ? ((_a2 = point.properties) == null ? void 0 : _a2[weightTerm]) || 1 : 1;
const deviation = getDeviations(getCoords(point), getCoords(meanCenter));
xDeviationSquaredSum += Math.pow(deviation.x, 2) * weight;

@@ -33,13 +35,14 @@ yDeviationSquaredSum += Math.pow(deviation.y, 2) * weight;

});
var bigA = xDeviationSquaredSum - yDeviationSquaredSum;
var bigB = Math.sqrt(Math.pow(bigA, 2) + 4 * Math.pow(xyDeviationSum, 2));
var bigC = 2 * xyDeviationSum;
var theta = Math.atan((bigA + bigB) / bigC);
var thetaDeg = theta * 180 / Math.PI;
var sigmaXsum = 0;
var sigmaYsum = 0;
var weightsum = 0;
const bigA = xDeviationSquaredSum - yDeviationSquaredSum;
const bigB = Math.sqrt(Math.pow(bigA, 2) + 4 * Math.pow(xyDeviationSum, 2));
const bigC = 2 * xyDeviationSum;
const theta = Math.atan((bigA + bigB) / bigC);
const thetaDeg = theta * 180 / Math.PI;
let sigmaXsum = 0;
let sigmaYsum = 0;
let weightsum = 0;
featureEach(points, function(point) {
var weight = point.properties[weightTerm] || 1;
var deviation = getDeviations(getCoords(point), getCoords(meanCenter));
var _a2;
const weight = weightTerm ? ((_a2 = point.properties) == null ? void 0 : _a2[weightTerm]) || 1 : 1;
const deviation = getDeviations(getCoords(point), getCoords(meanCenter));
sigmaXsum += Math.pow(

@@ -55,5 +58,5 @@ deviation.x * Math.cos(theta) - deviation.y * Math.sin(theta),

});
var sigmaX = Math.sqrt(2 * sigmaXsum / weightsum);
var sigmaY = Math.sqrt(2 * sigmaYsum / weightsum);
var theEllipse = ellipse(meanCenter, sigmaX, sigmaY, {
const sigmaX = Math.sqrt(2 * sigmaXsum / weightsum);
const sigmaY = Math.sqrt(2 * sigmaYsum / weightsum);
const theEllipse = ellipse(meanCenter, sigmaX, sigmaY, {
units: "degrees",

@@ -64,7 +67,7 @@ angle: thetaDeg,

});
var pointsWithinEllipse = pointsWithinPolygon(
const pointsWithinEllipse = pointsWithinPolygon(
points,
featureCollection([theEllipse])
);
var standardDeviationalEllipseProperties = {
const standardDeviationalEllipseProperties = {
meanCenterCoordinates: getCoords(meanCenter),

@@ -77,2 +80,3 @@ semiMajorAxis: sigmaX,

};
theEllipse.properties = (_a = theEllipse.properties) != null ? _a : {};
theEllipse.properties.standardDeviationalEllipse = standardDeviationalEllipseProperties;

@@ -79,0 +83,0 @@ return theEllipse;

{
"name": "@turf/standard-deviational-ellipse",
"version": "7.1.0-alpha.7+0ce6ecca0",
"version": "7.1.0-alpha.70+948cdafaf",
"description": "turf standard-deviational-ellipse module",

@@ -58,4 +58,4 @@ "author": "Turf Authors",

"devDependencies": {
"@turf/random": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/truncate": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/random": "^7.1.0-alpha.70+948cdafaf",
"@turf/truncate": "^7.1.0-alpha.70+948cdafaf",
"@types/benchmark": "^2.1.5",

@@ -69,13 +69,16 @@ "@types/tape": "^4.2.32",

"tsx": "^4.6.2",
"typescript": "^5.2.2",
"write-json-file": "^5.0.0"
},
"dependencies": {
"@turf/center-mean": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/ellipse": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/helpers": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/invariant": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/meta": "^7.1.0-alpha.7+0ce6ecca0",
"@turf/points-within-polygon": "^7.1.0-alpha.7+0ce6ecca0"
"@turf/center-mean": "^7.1.0-alpha.70+948cdafaf",
"@turf/ellipse": "^7.1.0-alpha.70+948cdafaf",
"@turf/helpers": "^7.1.0-alpha.70+948cdafaf",
"@turf/invariant": "^7.1.0-alpha.70+948cdafaf",
"@turf/meta": "^7.1.0-alpha.70+948cdafaf",
"@turf/points-within-polygon": "^7.1.0-alpha.70+948cdafaf",
"@types/geojson": "^7946.0.10",
"tslib": "^2.6.2"
},
"gitHead": "0ce6ecca05829690270fec6d6bed2003495fe0ea"
"gitHead": "948cdafaf70606d2e27fcc79973fa48ee1182067"
}

@@ -7,10 +7,10 @@ # @turf/standard-deviational-ellipse

Takes a [FeatureCollection][1] and returns a standard deviational ellipse,
Takes a collection of features and returns a standard deviational ellipse,
also known as a “directional distribution.” The standard deviational ellipse
aims to show the direction and the distribution of a dataset by drawing
an ellipse that contains about one standard deviation’s worth (~ 70%) of the
an ellipse that contains about one standard deviation’s worth (\~ 70%) of the
data.
This module mirrors the functionality of [Directional Distribution][2]
in ArcGIS and the [QGIS Standard Deviational Ellipse Plugin][3]
This module mirrors the functionality of [Directional Distribution][1]
in ArcGIS and the [QGIS Standard Deviational Ellipse Plugin][2]

@@ -21,16 +21,16 @@ **Bibliography**

Spatial Description,” *Geografiska Annaler* 53, no. 1 (1971): 28–39,
doi:{@link [https://doi.org/10.2307/490885|10.2307/490885}][4].
doi:{@link [https://doi.org/10.2307/490885|10.2307/490885}][3].
• Paul Hanly Furfey, “A Note on Lefever’s “Standard Deviational Ellipse,”
*American Journal of Sociology* 33, no. 1 (1927): 94—98,
doi:{@link [https://doi.org/10.1086/214336|10.1086/214336}][5].
doi:{@link [https://doi.org/10.1086/214336|10.1086/214336}][4].
### Parameters
* `points` **[FeatureCollection][6]<[Point][7]>** GeoJSON points
* `options` **[Object][8]** Optional parameters (optional, default `{}`)
* `points` **[FeatureCollection][5]<[Point][6]>** GeoJSON points
* `options` **[Object][7]** Optional parameters (optional, default `{}`)
* `options.weight` **[string][9]?** the property name used to weight the center
* `options.steps` **[number][10]** number of steps for the polygon (optional, default `64`)
* `options.properties` **[Object][8]** properties to pass to the resulting ellipse (optional, default `{}`)
* `options.weight` **[string][8]?** the property name used to weight the center
* `options.steps` **[number][9]** number of steps for the polygon (optional, default `64`)
* `options.properties` **[Object][7]** properties to pass to the resulting ellipse (optional, default `{}`)

@@ -40,36 +40,34 @@ ### Examples

```javascript
var bbox = [-74, 40.72, -73.98, 40.74];
var points = turf.randomPoint(400, {bbox: bbox});
var sdEllipse = turf.standardDeviationalEllipse(points);
const bbox = [-74, 40.72, -73.98, 40.74];
const points = turf.randomPoint(400, {bbox: bbox});
const sdEllipse = turf.standardDeviationalEllipse(points);
//addToMap
var addToMap = [points, sdEllipse];
const addToMap = [points, sdEllipse];
```
Returns **[Feature][11]<[Polygon][12]>** an elliptical Polygon that includes approximately 1 SD of the dataset within it.
Returns **[Feature][10]<[Polygon][11]>** an elliptical Polygon that includes approximately 1 SD of the dataset within it.
[1]: https://tools.ietf.org/html/rfc7946#section-3.3
[1]: http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-statistics-toolbox/directional-distribution.htm
[2]: http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-statistics-toolbox/directional-distribution.htm
[2]: http://arken.nmbu.no/~havatv/gis/qgisplugins/SDEllipse/
[3]: http://arken.nmbu.no/~havatv/gis/qgisplugins/SDEllipse/
[3]: https://doi.org/10.2307/490885|10.2307/490885}
[4]: https://doi.org/10.2307/490885|10.2307/490885}
[4]: https://doi.org/10.1086/214336|10.1086/214336}
[5]: https://doi.org/10.1086/214336|10.1086/214336}
[5]: https://tools.ietf.org/html/rfc7946#section-3.3
[6]: https://tools.ietf.org/html/rfc7946#section-3.3
[6]: https://tools.ietf.org/html/rfc7946#section-3.1.2
[7]: https://tools.ietf.org/html/rfc7946#section-3.1.2
[7]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object
[8]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object
[8]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/String
[9]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/String
[9]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Number
[10]: https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Number
[10]: https://tools.ietf.org/html/rfc7946#section-3.2
[11]: https://tools.ietf.org/html/rfc7946#section-3.2
[11]: https://tools.ietf.org/html/rfc7946#section-3.1.6
[12]: https://tools.ietf.org/html/rfc7946#section-3.1.6
<!-- This file is automatically generated. Please don't edit it directly. If you find an error, edit the source file of the module in question (likely index.js or index.ts), and re-run "yarn docs" from the root of the turf project. -->

@@ -76,0 +74,0 @@

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