Bayesovská analýza v trojrozměrných modelech lesních porostů
| Thesis title in Czech: | Bayesovská analýza v trojrozměrných modelech lesních porostů |
|---|---|
| Thesis title in English: | Bayesian inference in three-dimensional models of forest stands |
| Key words: | boolský model|bayesovská analýza|bodový proces|stochastická geometrie|prostorová statistika |
| English key words: | Boolean model|Bayesian analysis|point process|stochastic geometry|spatial statistics |
| Academic year of topic announcement: | 2024/2025 |
| Thesis type: | diploma thesis |
| Thesis language: | |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | doc. RNDr. Jiří Dvořák, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 29.04.2025 |
| Date of assignment: | 29.06.2025 |
| Confirmed by Study dept. on: | 29.06.2025 |
| Guidelines |
| Student/ka se seznámí s dostupnými modely lesních porostů založenými na trojrozměrném boolském modelu. Prozkoumá možnost bayesovské analýzy modelu na základě remote sensing dat, s využitím moderních metod Markov Chain Monte Carlo a důrazem na praktickou intepretovatelnost získaných odhadů. |
| References |
| [1] J. Kostensalo, L. Mehtätalo, S. Tuominen, P. Packalen, M. Myllymäki (2023) Recreating structurally realistic tree maps with airborne laser scanning and ground measurements. Remote Sensing of Environment 298, 113782.
[2] L. Mehtatalo, J. Nyblom (2012) A model-based approach for airborne laser scanning inventory: Application for square grid spatial pattern. Forest Science 58(2), 106–118. [3] J. Møller, R.P. Waagepetersen (2004) Statistical Inference and Simulation for Spatial Point Processes. Chapman & Hall/CRC. [4] S.P. Meyn, R.L. Tweedie (1993) Markov Chains and Stochastic Stability. Springer-Verlag. |