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k-d-tree

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Java and C++ implementations of a dynamic, self-balancing k-d tree and a k-d tree-based key-to-multiple-value map, and multi-threaded implementations of a static k-d tree and a k-d tree-based key-to-multiple-value map. Also included are algorithms for nearest-neighbor search, region search, and reverse nearest-neighbors search.

  • Updated Oct 18, 2025
  • C++

This project estimates tree crown volumes using 3D modeling and high-resolution LiDAR datasets (AHN4 and Kavel_10) in Nijmegen, Netherlands. The study focuses on tree detection, biophysical parameter estimation, and crown volume mapping, highlighting applications in urban green space management and ecosystem services. Tools: Python, LiDAR, GIS soft

  • Updated Oct 18, 2024
  • Python

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