Bayesian spatial record linkage for multi-temporal LiDAR (Plantae)

Subcategory: record linkage

Standard reference: Sadlne (2018)

Papers: 1 | Mentions: 2

Local Knowledge Graph (21 entities)

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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

Papers Using This Protocol (1)

article

A Bayesian record linkage approach to applications in tree demography using overlapping LiDAR scans

2025Annals of Applied Statisticsintroducing