← Back to Protocolsanalytical
Bayesian spatial record linkage for multi-temporal LiDAR (Plantae)
Local Knowledge Graph (35 entities)
Loading graph...
Knowledge graph centered on Bayesian spatial record linkage for multi-temporal LiDAR (Plantae) with 35 nodes and 113 connections. Top connected: Spruce, Atriplex canescens, Populus, Populus tremuloides, Picea engelmannii.
Description
A two-stage Bayesian hierarchical approach that identifies unique individuals across LiDAR scans by modeling observed locations as noisy transformations of latent true locations, then propagates linkage uncertainty into downstream analysis through linkage-averaging.
Typical Equipment
- R statistical software
- Rcpp package
- C++ implementation
- RcppArmadillo package
Output Measurements
- linkage probabilities
- latent individual locations
- linkage structure samples