Heinonen Johannes P M, Palmer Stephen C F, Redpath Steve M, Travis Justin M J
Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen, United Kingdom.
PLoS One. 2014 Nov 18;9(11):e112492. doi: 10.1371/journal.pone.0112492. eCollection 2014.
Individual-based models have gained popularity in ecology, and enable simultaneous incorporation of spatial explicitness and population dynamic processes to understand spatio-temporal patterns of populations. We introduce an individual-based model for understanding and predicting spatial hen harrier (Circus cyaneus) population dynamics in Great Britain. The model uses a landscape with habitat, prey and game management indices. The hen harrier population was initialised according to empirical census estimates for 1988/89 and simulated until 2030, and predictions for 1998, 2004 and 2010 were compared to empirical census estimates for respective years. The model produced a good qualitative match to overall trends between 1989 and 2010. Parameter explorations revealed relatively high elasticity in particular to demographic parameters such as juvenile male mortality. This highlights the need for robust parameter estimates from empirical research. There are clearly challenges for replication of real-world population trends, but this model provides a useful tool for increasing understanding of drivers of hen harrier dynamics and focusing research efforts in order to inform conflict management decisions.
基于个体的模型在生态学中越来越受欢迎,它能够同时纳入空间明确性和种群动态过程,以理解种群的时空模式。我们引入了一个基于个体的模型,用于理解和预测英国矛隼(Circus cyaneus)种群的空间动态。该模型使用了一个包含栖息地、猎物和狩猎管理指数的景观。矛隼种群根据1988/89年的经验普查估计进行初始化,并模拟到2030年,将1998年、2004年和2010年的预测与相应年份的经验普查估计进行比较。该模型与1989年至2010年的总体趋势在质量上有很好的匹配。参数探索表明,特别是对于诸如幼年雄性死亡率等人口统计学参数,具有相对较高的弹性。这凸显了从实证研究中获得可靠参数估计的必要性。复制现实世界的种群趋势显然存在挑战,但该模型为增进对矛隼动态驱动因素的理解以及集中研究工作以指导冲突管理决策提供了一个有用的工具。