Integrating info-gap decision theory with robust population management: a case study using the Mountain Plover.
نویسندگان
چکیده
Wildlife managers often make decisions under considerable uncertainty. In the most extreme case, a complete lack of data leads to uncertainty that is unquantifiable. Information-gap decision theory deals with assessing management decisions under extreme uncertainty, but it is not widely used in wildlife management. So too, robust population management methods were developed to deal with uncertainties in multiple-model parameters. However, the two methods have not, as yet, been used in tandem to assess population management decisions. We provide a novel combination of the robust population management approach for matrix models with the information-gap decision theory framework for making conservation decisions under extreme uncertainty. We applied our model to the problem of nest survival management in an endangered bird species, the Mountain Plover (Charadrius montanus). Our results showed that matrix sensitivities suggest that nest management is unlikely to have a strong effect on population growth rate, confirming previous analyses. However, given the amount of uncertainty about adult and juvenile survival, our analysis suggested that maximizing nest marking effort was a more robust decision to maintain a stable population. Focusing on the twin concepts of opportunity and robustness in an information-gap model provides a useful method of assessing conservation decisions under extreme uncertainty.
منابع مشابه
A practical approach to open-pit mine planning under price uncertainty using information gap decision theory
In the context of open-pit mine planning, uncertainties including commodity price would significantly affect the technical and financial aspects of mining projects. A mine planning that takes place regardless of the uncertainty in price just develops an optimized plan at the starting time of the mining operation. Given the price change over the life of mine, which is quite certain, optimality o...
متن کاملChoosing ecosystem service investments that are robust to uncertainty across multiple parameters.
Info-gap decision theory facilitates decision making for problems in which uncertainty is large and probability distributions of uncertain variables are unknown. The info-gap framework allows the decision maker to maximize robustness to failure in the presence of uncertainty, where uncertainty is in the parameters of the model and failure is defined as the model output falling below some minima...
متن کاملThe Fundamental Flaw in Info-Gap’s Uncertainty Model
Info-Gap is supposedly a new theory for decision making under severe uncertainty. Its claim to fame is that it is non-probabilistic in nature and thus offers an alternative to all current theories for decision making under uncertainty. In this short article I explain why Info-Gap’s uncertainty model is flawed and why there is no reason to believe that the solutions generated by Info-Gap are lik...
متن کاملRisk Analysis 101 : Robust - Optimization — the elephant in the robust - satisficing room ∗
In 2001, info-gap decision theory re-invented the then 40-year old model of local robustness, known universally as radius of stability (circa 1960). Since then, this model of local robustness has been promoted by info-gap scholars as a reliable tool for the management of a severe uncertainty that is characterized by a vast (e.g. unbounded) uncertainty space, a poor point estimate of the uncerta...
متن کاملDecision Making under Severe Uncertainties for Flood Risk Management: a Case Study of Info-gap Robustness Analysis
Flood risk analysis is subject to uncertainties, often severe, which have the potential to undermine engineering decisions. This is particularly true in strategic planning, which requires appraisal over long periods of time. Traditional economic appraisal techniques largely ignore this uncertainty, preferring to use a precise measure of performance, which affords the possibility of unambiguousl...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Ecological applications : a publication of the Ecological Society of America
دوره 21 1 شماره
صفحات -
تاریخ انتشار 2011