How do you calculate the area of a series of random points?
So I'm working on a piece of code to take positional data for a RC Plane Crop Duster and compute the total surface area transversed (without double counting any area). I cannot figure out how to calculate the area for a given period of operation.
Given the following Table Calculate the area the points cover.
x,y
1,2
1,5
4,3
6,6
3,4
3,1
Any Ideas? I've browsed Greens Theorem and I'm left without a practical concept in which to code.
Thanks for any advise
Asked by: Maddie681 | Posted: 27-01-2022
Answer 1
Build the convex hull from the given points
Algorithms are described here
Calculate its area
Python code is here
Answer 2
Someone mathier than me may have to verify the information here. But it looks legit: http://www.wikihow.com/Calculate-the-Area-of-a-Polygon and fairly easy to apply in code.
Answered by: Chester920 | Posted: 28-02-2022Answer 3
I'm not entirely sure that you're looking for "Surface area" as much as you're looking for Distance. It seems like you want to calculate the distance between one point and the next for that list. If that's the case, simply use the Distance Formula.
If the plane drops a constant width of dust while flying between those points, then the area is simply the distance between those points times the width of the spray.
Answered by: Audrey778 | Posted: 28-02-2022Answer 4
If your points are guaranteed to be on an integer grid - as they are in your example - (and you really are looking for enclosed area) would Pick's Theorem help?
Answered by: Alford688 | Posted: 28-02-2022Answer 5
You will have to divide the complex polygon approximately into standard polygons (triangles, rectangles etc) and then find area of all of them. This is just like regular integration (only difference is that you are yet to find a formula to approximate your data).
The above points are when you assume that you are forming a closed polygon with your data.
Answered by: Justin472 | Posted: 28-02-2022Answer 6
Use to QHull to triangulate the region, then sum the areas of the resulting triangles.
Answered by: Elise318 | Posted: 28-02-2022Answer 7
Python now conveniently has a library that implements the method Lior provided. https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.ConvexHull.html will calculate the convex hull for any N dimensional space and calculate the area/volume for you as well. See the example and return value attributes towards the bottom of the page for details.
Answered by: Connie590 | Posted: 28-02-2022Similar questions
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