TY - BOOK AU - Zhao,Qing ED - SpringerLink (Online service) TI - Bayesian Analysis of Spatially Structured Population Dynamics T2 - Ecological Studies, Analysis and Synthesis, SN - 9783031645181 AV - QH540-549.5 U1 - 577 23 PY - 2024/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Ecology  KW - Biometry KW - Biotic communities KW - Population biology KW - Ecology KW - Methodology KW - Landscape ecology KW - Zoology KW - Biostatistics KW - Community and Population Ecology KW - Ecological Modelling KW - Landscape Ecology N1 - Chapter 1: Background -- Chapter 2: Occupancy Models -- Chapter 3: N-mixture models -- Chapter 4: Integrated population models (IPMs) -- Chapter 5: Spatial capture-recapture (SCR) models -- Chapter 6: Summary and outlook N2 - The book introduces a series of state-of-art Bayesian models that can be used to understand and predict spatially structured population dynamics in our changing world. Several chapters are devoted to introducing models that utilize detection/non-detection data, count data, combined count and capture-recapture data, and spatial capture-recapture data, respectively. The book provides R code of Metropolis-Hastings algorithms that allow efficient computing of these complex models. The book is aimed at graduate students and researchers who are interested in using and further developing these models UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-64518-1 ER -