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As all runs gave similar results, we report below the estimates from the first run corresponding to the runs which had the highest ESS for the parameter t (the parameter with the lowest ESS value in every run).
The ESS value of >200 was taken as a sufficient level of sampling.
(a) ESS value sorted from large to small; (b) Histogram of ESS value.
Analyses were run until the lowest ESS value reached minimum 200.
Each parameter was evaluated in TRACER 1.5 based on the effective sample size (ESS) value.
If the ESS value was below 100, the number of generations was increased to 10-20 million.
Similar(48)
Mapping of ecosystem services' (ESS) values means valuing ESS in monetary terms across a relatively large geographical area and assessing how values vary across space.
Adequate sampling of the posterior distribution was diagnosed by quantification of effective sample size (ESS) values in TRACER, with ESS values above 200 indicating effective sampling [ 24].
Convergence by the Markov chain simulations to stationary distribution was checked by monitoring multiple independent runs for each data set using different random number seeds (similar posterior distributions for each parameter across independent runs) and by assessing effective sample sizes (ESSs) values (ESS > 100), trendline plots, and swapping rates between chains over the course of the run.
ESS values for this run were >900 for all parameters.
All parameter estimates showed ESS values higher than 200.
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