Measurement Examples :

Bearing : Takes two Point and finds the geographic bearing between them.

Argument	Type	Description
`start`	Feature	Start point
`end`	Feature	Ending point
`final`	Boolean(Optional)	Calculates the final bearing if true

Return	Type	Description
`bearing`	float	Calculates bearing

from turfpy import measurement
from geojson import Point, Feature
start = Feature(geometry=Point((-75.343, 39.984)))
end = Feature(geometry=Point((-75.534, 39.123)))
measurement.bearing(start,end)

Distance : Calculates distance between two Points. A point is containing latitude and logitude in decimal degrees and unit is optional.

Argument	Type	Description
`point1`	Feature	Start point
`point2`	Feature	Ending point
`units`	str(Optional)	A string containing unit, default is 'km' refer Units type section

Return	Type	Description
`distance`	float	The distance between the two points in the requested unit

from turfpy import measurement
from geojson import Point, Feature
start = Feature(geometry=Point((-75.343, 39.984)))
end = Feature(geometry=Point((-75.534, 39.123)))
measurement.distance(start,end)

Area : This function calculates the area of the Geojson object given as input.

Argument	Type	Description
`geojson`	Any Geojson Type	Geojson object for which area is to be found

Return	Type	Description
`area`	float	Area for the given Geojson object in square meters

from turfpy.measurement import area
from geojson import Feature, FeatureCollection

geometry_1 = {"coordinates": [[[0, 0], [0, 10], [10, 10], [10, 0], [0, 0]]], "type": "Polygon"};
geometry_2 = {"coordinates": [[[2.38, 57.322], [23.194, -20.28], [-120.43, 19.15], [2.38, 57.322]]], "type": "Polygon"};
feature_1 = Feature(geometry=geometry_1)
feature_2 = Feature(geometry=geometry_2)
feature_collection = FeatureCollection([feature_1, feature_2])

area(feature_collection)

Bbox : This function is used to generate bounding box coordinates for given geojson.

Argument	Type	Description
`geojson`	Any Geojson Type	Geojson object for which bounding box is to be found

Return	Type	Description
`bbox`	list	Bounding box points for the given Geojson object

from turfpy.measurement import bbox
from geojson import Polygon

p = Polygon([[(2.38, 57.322), (23.194, -20.28), (-120.43, 19.15), (2.38, 57.322)]])
bb = bbox(p)

Bbox Polygon : To generate a Polygon Feature for the bounding box generated using bbox.

Argument	Type	Description
`bbox`	list	Bounding box generated for a geojson
`properties`	dict(Optional)	Properties to be added to the returned feature

Return	Type	Description
`bbox_polygon`	Polygon	Polygon for the given bounding box coordinates

from turfpy.measurement import bbox_polygon, bbox
from geojson import Polygon

p = Polygon([[(2.38, 57.322), (23.194, -20.28), (-120.43, 19.15), (2.38, 57.322)]])
bb = bbox(p)
feature = bbox_polygon(bb)

Center : Takes a Feature or FeatureCollection and returns the absolute center point of all features.

Argument	Type	Description
`geojson`	Any Geojson Type	GeoJSON for which centered to be calculated
`properties`	dict(Optional)	Properties to be added to the returned feature

Return	Type	Description
`center`	Feature	Point feature for the center

from turfpy.measurement import center
from geojson import Feature, FeatureCollection, Point

f1 = Feature(geometry=Point((-97.522259, 35.4691)))
f2 = Feature(geometry=Point((-97.502754, 35.463455)))
f3 = Feature(geometry=Point((-97.508269, 35.463245)))
feature_collection = FeatureCollection([f1, f2, f3])
feature = center(feature_collection)

Envelope : Takes any number of features and returns a rectangular Polygon that encompasses all vertices.

Argument	Type	Description
`geojson`	Any Geojson Type	Geojson object for which envelope is to be found

Return	Type	Description
`bbox`	Polygon	Returns envelope i.e bounding box polygon

from turfpy.measurement import envelope
from geojson import Feature, FeatureCollection, Point

f1 = Feature(geometry=Point((-97.522259, 35.4691)))
f2 = Feature(geometry=Point((-97.502754, 35.463455)))
f3 = Feature(geometry=Point((-97.508269, 35.463245)))
feature_collection = FeatureCollection([f1, f2, f3])
feature = envelope(feature_collection)

Length : Takes a geojson and measures its length in the specified units.

Argument	Type	Description
`geojson`	Any Geojson Type	Geojson for which the length is to be determined
`units`	str(Optional)	Properties to be added to the returned feature, default is 'km' refer Units type section

Return	Type	Description
`length`	float	Length of the geojson in specified units

from turfpy.measurement import length
from geojson import LineString
ls = LineString([(115, -32), (131, -22), (143, -25), (150, -34)])
length(ls)

Destination : Takes a Point and calculates the location of a destination point given a distance in degrees, radians, miles, or kilometers and bearing in degrees.

Argument	Type	Description
`origin`	Feature	Start point
`distance`	float	distance upto which the destination is from origin
`bearing`	bearing	Direction in which is the destination is from origin
`options`	dict(Optional)	Option like units of distance and properties to be passed to destination point feature, default is 'km' refer Units type section, example {'units':'mi', 'properties': {"marker-color": "F00"}

Return	Type	Description
`Destination`	Feature	Destination point in at the given distance and given direction

from turfpy.measurement import destination
from geojson import Point, Feature
origin = Feature(geometry=Point([-75.343, 39.984]))
distance = 50
bearing = 90
options = {'units': 'mi'}
destination(origin,distance,bearing,options)

Centroid : Takes one or more features and calculates the centroid using the mean of all vertices.

Argument	Type	Description
`geojson`	Any Geojson Type	Input features
`properties`	dict(Optional)	Properties to be added to the returned feature

Return	Type	Description
`centroid`	Feature	Point feature which is the centroid of the given features

from turfpy.measurement import centroid
from geojson import Polygon
polygon = Polygon([[(-81, 41), (-88, 36), (-84, 31), (-80, 33), (-77, 39), (-81, 41)]])
centroid(polygon)

Along : This function is used identify a Point at a specified distance along a LineString.

Argument	Type	Description
`line`	Feature	LineString on which the point to be identified
`dist`	dict(Optional)	Distance from the start of the LineString
`unit`	str(Optional)	Unit of distance, default is 'km' refer Units type section

Return	Type	Description
`point`	Feature	Point at the distance on the LineString passed

from turfpy.measurement import along
from geojson import LineString
ls = LineString([(-83, 30), (-84, 36), (-78, 41)])
along(ls,200,'mi')

Midpoint : This function is used to get midpoint between any the two points.

Argument	Type	Description
`point1`	Feature	First point
`point2`	Feature	Second Point

Return	Type	Description
`point`	Feature	Point which is the midpoint of the two points given as input

from turfpy.measurement import midpoint
from geojson import Point, Feature
point1 = Feature(geometry=Point([144.834823, -37.771257]))
point2 = Feature(geometry=Point([145.14244, -37.830937]))
midpoint(point1, point2)

Nearest Point : Takes a reference Point Feature and FeatureCollection of point features and returns the point from the FeatureCollection closest to the reference Point Feature.

Argument	Type	Description
`target_point`	Feature	Feature Point of reference
`points`	FeatureCollection	FeatureCollection of points

Return	Type	Description
`point`	Feature	Point Feature from the FeatureCollection which is closest to the reference Point

from turfpy.measurement import nearest_point
from geojson import Point, Feature, FeatureCollection
f1 = Feature(geometry=Point([28.96991729736328,41.01190001748873]))
f2 = Feature(geometry=Point([28.948459, 41.024204]))
f3 = Feature(geometry=Point([28.938674, 41.013324]))
fc = FeatureCollection([f1, f2 ,f3])
t = Feature(geometry=Point([28.973865, 41.011122]))
nearest_point(t ,fc)

Point On Feature : Takes a Feature or FeatureCollection and returns a Point guaranteed to be on the surface of the feature.

Argument	Type	Description
`geojson`	Feature or FeatureCollection	Feature or FeatureCollection on which the Point is to be found

Return	Type	Description
`point`	Feature	Feature point which on the provided feature

from turfpy.measurement import point_on_feature
from geojson import  Polygon, Feature
point = Polygon([[(116, -36), (131, -32), (146, -43), (155, -25), (133, -9), (111, -22), (116, -36)]])
feature = Feature(geometry=point)
point_on_feature(feature)

Point In Polygon : Takes a Point or a Point Feature and Polygon or Polygon Feature as input and returns True if Point is in given Feature.

Argument	Type	Description
`point`	Feature	Point or Point Feature
`polygon`	Polygon	Polygon or Polygon Feature
`ignore_boundary`	boolean(Optional)	Default value is False, specify whether to exclude boundary of the given polygon or not

Return	Type	Description
`result`	boolean	True if the given Point is in Polygons else False

from turfpy.measurement import boolean_point_in_polygon
from geojson import Point, MultiPolygon, Feature
point = Feature(geometry=Point([-77, 44]))
polygon = Feature(geometry=MultiPolygon([([(-81, 41), (-81, 47), (-72, 47), (-72, 41), (-81, 41)],),
([(3.78, 9.28), (-130.91, 1.52), (35.12, 72.234), (3.78, 9.28)],)]))
boolean_point_in_polygon(point, polygon)

Tangent To Polygon : Finds the tangents of a (Multi)Polygon from a Point.

Argument	Type	Description
`point`	Feature	Point or Point Feature
`polygon`	Polygon	(Multi)Polygon or (Multi)Polygon Feature

Return	Type	Description
`points`	FeatureCollection	FeatureCollection of two tangent Point Feature

from turfpy.measurement import polygon_tangents
from geojson import Polygon, Point, Feature
point = Feature(geometry=Point([61, 5]))
polygon = Feature(geometry=Polygon([[(11, 0), (22, 4), (31, 0), (31, 11), (21, 15), (11, 11), (11, 0)]]))
polygon_tangents(point, polygon)

Point To Line Distance : Returns the minimum distance between a Point and any segment of the LineString.

Argument	Type	Description
`point`	Point or Feature	Point or Point Feature
`line`	LineString or Feature	(Multi)Polygon or (Multi)Polygon Feature
`units`	str(Optional)	Unit of distance, default is 'km' refer Units type section
`method`	str(Optional)	Method to calculate distance, value can be `geodesic` or `planar`, default value is geodesic

Return	Type	Description
`distance`	fload	Approximate distance between the LineString and Point

from turfpy.measurement import point_to_line_distance
from geojson import LineString, Point, Feature
point = Feature(geometry=Point([0, 0]))
linestring = Feature(geometry=LineString([(1, 1),(-1, 1)]))
point_to_line_distance(point, linestring)

Rhumb Bearing : Takes two points and finds the bearing angle between them along a Rhumb line i.e. the angle measured in degrees start the north line (0 degrees).

Argument	Type	Description
`start`	Point or Feature	Start Point or Point Feature
`end`	Point or Feature	End Point or Point Feature
`final`	boolean(Optional)	Calculates the final bearing if True, default value is False

Return	Type	Description
`bearing`	fload	Bearing from north in decimal degrees, between -180 and 180 degrees (positive clockwise)

from turfpy.measurement import rhumb_bearing
from geojson import Feature, Point
start = Feature(geometry=Point([-75.343, 39.984]))
end = Feature(geometry=Point([-75.534, 39.123]))
rhumb_bearing(start, end, True)

Rhumb Destination : Returns the destination Point having travelled the given distance along a Rhumb line from the origin Point with the (varant) given bearing.

Argument	Type	Description
`origin`	Point or Feature	Start Point or Point Feature
`distance`	float	Distance upto which the destination is from origin
`bearing`	bearing	Varant bearing angle ranging from -180 to 180 degrees from north
`options`	dict(Optional)	Option like units of distance and properties to be passed to destination point feature, default is 'km' refer Units type section, example {'units':'mi', 'properties': {"marker-color": "F00"}

Return	Type	Description
`Destination`	Feature	Destination point in at the given distance and given direction

from turfpy.measurement import rhumb_destination
from geojson import Point, Feature
start = Feature(geometry=Point([-75.343, 39.984]), properties={"marker-color": "F00"})
distance = 50
bearing = 90
rhumb_destination(start, distance, bearing, {'units':'mi', 'properties': {"marker-color": "F00"}})

Rhumb Distance : Calculates the distance along a rhumb line between two points in degrees, radians, miles, or kilometers.

Argument	Type	Description
`start`	Point or Feature	Start Point or Point Feature from which distance to be calculated
`to`	float	End Point or Point Feature upto which distance to be calculated
`units`	str(Optional)	Unit of distance, default is 'km' refer Units type section

Return	Type	Description
`Destination`	Feature	Destination point in at the given distance and given direction

from turfpy.measurement import rhumb_distance
from geojson import Point, Feature
start = Feature(geometry=Point([-75.343, 39.984]))
end = Feature(geometry=Point([-75.534, 39.123]))
rhumb_distance(start, end,'mi')

Square : Takes a bounding box and calculates the minimum square bounding box that would contain the input.

Argument	Type	Description
`bbox`	list	Bounding box extent in west, south, east, north order

Return	Type	Description
`Destination`	list	A square surrounding bbox

from turfpy.measurement import square
bbox = [-20, -20, -15, 0]
square(bbox)

points_within_polygon : Find Point(s) that fall within (Multi)Polygon(s).

Argument	Type	Description
`points`	Feature/FeatureCollection of Points	FeatureCollection of Points to find
`polygons`	Feature/FeatureCollection of Polygon(s)/MultiPolygon(s)	FeatureCollection of Polygon(s)/MultiPolygon(s)
`chunk_size`	int	Number of chunks each process to handle. The default value is 1, for a large number of features please use `chunk_size` greater than 1 to get better results in terms of performance.

Return	Type	Description
`points`	FeatureCollection	A FeatureCollection of Points in given Polygon(s)/MultiPolygon(s)

from geojson import Feature, FeatureCollection, Point, Polygon
from turfpy.measurement import points_within_polygon

p1 = Feature(geometry=Point((-46.6318, -23.5523)))
p2 = Feature(geometry=Point((-46.6246, -23.5325)))
p3 = Feature(geometry=Point((-46.6062, -23.5513)))
p4 = Feature(geometry=Point((-46.663, -23.554)))
p5 = Feature(geometry=Point((-46.643, -23.557)))

points = FeatureCollection([p1, p2, p3, p4, p5])

poly = Polygon(
    [
        [
            (-46.653, -23.543),
            (-46.634, -23.5346),
            (-46.613, -23.543),
            (-46.614, -23.559),
            (-46.631, -23.567),
            (-46.653, -23.560),
            (-46.653, -23.543),
        ]
    ]
)
result = points_within_polygon(points, FeatureCollection([poly]))

Units Type

Some functionalities support units as a parameter, default values of units is kilometers for the functionalities that have units are parameters. The values for it are:

'km' = kilometers
'm' = meters
'mi = miles
'ft' = feets
'in' = inches
'deg' = degrees
'cen' = centimeters
'rad' = radians
'naut' = nauticals
'yd' = yards

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Measurement Examples :

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