A guide to ecosystem models and their environmental applications

WL Geary, M Bode, TS Doherty, EA Fulton… - Nature Ecology & …, 2020 - nature.com
Applied ecology has traditionally approached management problems through a simplified,
single-species lens. Repeated failures of single-species management have led us to a new …

Integrating plant‐and animal‐based perspectives for more effective restoration of biodiversity

C McAlpine, CP Catterall, RM Nally… - Frontiers in Ecology …, 2016 - Wiley Online Library
Ecological restoration of modified and degraded landscapes is an important challenge for
the 21st century, with potential for major gains in the recovery of biodiversity. However, there …

Learning fair policies in multi-objective (deep) reinforcement learning with average and discounted rewards

U Siddique, P Weng, M Zimmer - … Conference on Machine …, 2020 - proceedings.mlr.press
As the operations of autonomous systems generally affect simultaneously several users, it is
crucial that their designs account for fairness considerations. In contrast to standard (deep) …

When do we need more data? A primer on calculating the value of information for applied ecologists

S Canessa, G Guillera‐Arroita… - Methods in Ecology …, 2015 - Wiley Online Library
Applied ecologists continually advocate further research, under the assumption that
obtaining more information will lead to better decisions. Value of information (VoI) analysis …

Operationalizing network theory for ecosystem service assessments

LE Dee, S Allesina, A Bonn, A Eklöf, SD Gaines… - Trends in ecology & …, 2017 - cell.com
Managing ecosystems to provide ecosystem services in the face of global change is a
pressing challenge for policy and science. Predicting how alternative management actions …

MDPtoolbox: a multi‐platform toolbox to solve stochastic dynamic programming problems

I Chadès, G Chapron, MJ Cros, F Garcia… - Ecography, 2014 - Wiley Online Library
Stochastic dynamic programming (SDP) or Markov decision processes (MDP) are
increasingly being used in ecology to find the best decisions over time and under …

Conservation planners tend to ignore improved accuracy of modelled species distributions to focus on multiple threats and ecological processes

AIT Tulloch, P Sutcliffe, I Naujokaitis-Lewis… - Biological …, 2016 - Elsevier
Limited conservation resources mean that management decisions are often made on the
basis of scarce biological information. Species distribution models (SDMs) are increasingly …

Complex decisions made simple: a primer on stochastic dynamic programming

L Marescot, G Chapron, I Chadès… - Methods in Ecology …, 2013 - Wiley Online Library
Under increasing environmental and financial constraints, ecologists are faced with making
decisions about dynamic and uncertain biological systems. To do so, stochastic dynamic …

Considerations when applying the consumer functional response measured under artificial conditions

BD Griffen - Frontiers in Ecology and Evolution, 2021 - frontiersin.org
Since its creation, considerable effort has been given to improving the utility of the consumer
functional response. To date, the majority of efforts have focused on improving mathematical …

The importance of considering multiple interacting species for conservation of species at risk

JM Burgar, AC Burton, JT Fisher - Conservation Biology, 2019 - Wiley Online Library
Conservation of species at risk of extinction is complex and multifaceted. However,
mitigation strategies are typically narrow in scope, an artifact of conservation research that is …