Navigation between initial and desired community states using shortcuts
Abstract
Ecological management problems often involve navigating from an initial to a desired community state. We ask whether navigation is possible without brute-force additions and deletions of species, using actions of varying costs: adding/deleting a small number of individuals of a species, changing the environment, and waiting. Navigation can yield direct paths (single sequence of actions) or shortcut paths (multiple sequences of actions with lower cost than a direct path). We ask (1) when is non-brute-force navigation possible?; (2) do shortcuts exist and what are their properties?; and (3) what heuristics predict shortcut existence? Using several empirical datasets, we show that (1) non-brute-force navigation is only possible between some state pairs, (2) shortcuts exist between many state pairs; and (3) changes in abundance and richness are the strongest predictors of shortcut existence, independent of dataset and algorithm choices. State diagrams thus unveil hidden strategies for efficiently shifting between states.
Keywords
Cite
@article{arxiv.2204.07629,
title = {Navigation between initial and desired community states using shortcuts},
author = {Benjamin W. Blonder and Michael H. Lim and Zachary Sunberg and Claire Tomlin},
journal= {arXiv preprint arXiv:2204.07629},
year = {2022}
}