TY - JOUR
T1 - Information-theoretic measures of ecosystem change, sustainability, and resilience
AU - Boschetti, Fabio
AU - Prunera, Karine
AU - Vanderklift, Mathew A.
AU - Thomson, Damian P.
AU - Babcock, Russell C.
AU - Doropoulos, Christopher
AU - Cresswell, Anna
AU - Lozano-Montes, Hector
PY - 2020/7/1
Y1 - 2020/7/1
N2 - We introduce five measures describing the system-wide behaviour of complex ecological systems. Within an information-theoretic framework, these measures account for changes in both species diversity and total biomass to describe (i) overall system change, (ii) sustainability to external pressure, (iii) shift from a baseline state and two types of resilience: (iv) ability to recover from local pressures and (v) overall potential to return to a baseline state. We apply these measures to study the behaviour of three computer models: a large 59-functional groups complex ecological model (Ecopath with Ecosim) of north Western Australia undergoing internal dynamics, a smaller 6-group coral reef model subjected to various combinations of single and multiple stressors and a prey–predator model displaying limit cycles. We demonstrate the state-dependency of properties like resilience and sustainability by showing how these measures change in time as a function of internal dynamics and external forcing. Furthermore, we show how our proposed measures can simplify system analysis and monitoring by providing indicators of changes in system behaviour, sustainability, and resilience.
AB - We introduce five measures describing the system-wide behaviour of complex ecological systems. Within an information-theoretic framework, these measures account for changes in both species diversity and total biomass to describe (i) overall system change, (ii) sustainability to external pressure, (iii) shift from a baseline state and two types of resilience: (iv) ability to recover from local pressures and (v) overall potential to return to a baseline state. We apply these measures to study the behaviour of three computer models: a large 59-functional groups complex ecological model (Ecopath with Ecosim) of north Western Australia undergoing internal dynamics, a smaller 6-group coral reef model subjected to various combinations of single and multiple stressors and a prey–predator model displaying limit cycles. We demonstrate the state-dependency of properties like resilience and sustainability by showing how these measures change in time as a function of internal dynamics and external forcing. Furthermore, we show how our proposed measures can simplify system analysis and monitoring by providing indicators of changes in system behaviour, sustainability, and resilience.
KW - Diversity
KW - Ecological modelling
KW - Information-theory
KW - Resilience
KW - Sustainability
UR - http://www.scopus.com/inward/record.url?scp=85078200682&partnerID=8YFLogxK
U2 - 10.1093/icesjms/fsz105
DO - 10.1093/icesjms/fsz105
M3 - Article
AN - SCOPUS:85078200682
VL - 77
SP - 1532
EP - 1545
JO - ICES Journal of Marine Science: journal du conseil
JF - ICES Journal of Marine Science: journal du conseil
SN - 1054-3139
IS - 4
ER -