A guide to ecosystem models and their environmental applications
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 …
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
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 …
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
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) …
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
Applied ecologists continually advocate further research, under the assumption that
obtaining more information will lead to better decisions. Value of information (VoI) analysis …
obtaining more information will lead to better decisions. Value of information (VoI) analysis …
Operationalizing network theory for ecosystem service assessments
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 …
pressing challenge for policy and science. Predicting how alternative management actions …
MDPtoolbox: a multi‐platform toolbox to solve stochastic dynamic programming problems
Stochastic dynamic programming (SDP) or Markov decision processes (MDP) are
increasingly being used in ecology to find the best decisions over time and under …
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
Limited conservation resources mean that management decisions are often made on the
basis of scarce biological information. Species distribution models (SDMs) are increasingly …
basis of scarce biological information. Species distribution models (SDMs) are increasingly …
Complex decisions made simple: a primer on stochastic dynamic programming
Under increasing environmental and financial constraints, ecologists are faced with making
decisions about dynamic and uncertain biological systems. To do so, stochastic dynamic …
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 …
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
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 …
mitigation strategies are typically narrow in scope, an artifact of conservation research that is …