Holt Galen, Dwyer Georgia K, Lester Rebecca E
Centre for Regional and Rural Futures, Deakin University, Geelong, Victoria, Australia.
Ecol Appl. 2025 Jun;35(4):e70060. doi: 10.1002/eap.70060.
It is common to use environmental conditions combined with habitat delineations as proxies for ecological outcomes, such as inundation of particular wetland habitats as a proxy for vegetation persistence. An alternative is to include physical environmental conditions as drivers in process-based models that capture important events in a life cycle, thereby accounting for the environmental and biological conditions that enable those events to occur. Each approach has benefits and drawbacks and is likely to give a different assessment of the state of the target ecological responses. We modeled four iconic species of woody vegetation in the Murray-Darling Basin and considered two approaches to identifying areas favorable for each species: "habitat-based," the area of inundation in wetland types associated with each species, and "process-based," a model of the life cycle dependent on the amount, timing, and sequence of inundation and soil moisture. Calculating favorable area using inundation of identified wetland types in a habitat-based approach provided a fundamentally different assessment to using a small number of life-cycle processes (i.e., a process-based approach). Further, favorable areas often did not overlap in space, with many locations found to be favorable using one method but not the other. There may be useful information to be gleaned from comparing the two, such as identifying locations of possible contraction or expansion of the species in the future. However, it is clear that the two approaches are not equivalent and care is needed in selecting an appropriate method for a given application.
将环境条件与栖息地划定结合起来作为生态结果的替代指标很常见,例如将特定湿地栖息地的淹没作为植被持续存在的替代指标。另一种方法是将物理环境条件作为基于过程的模型中的驱动因素,这些模型捕捉生命周期中的重要事件,从而考虑使这些事件发生的环境和生物条件。每种方法都有其优缺点,并且可能会对目标生态响应的状态给出不同的评估。我们对墨累-达令盆地的四种标志性木本植物物种进行了建模,并考虑了两种确定适合每种物种生长区域的方法:“基于栖息地的”,即与每个物种相关的湿地类型中的淹没面积;以及“基于过程的”,即一个依赖于淹没和土壤湿度的数量、时间和顺序的生命周期模型。使用基于栖息地的方法中确定的湿地类型的淹没情况来计算适宜面积,与使用少量生命周期过程(即基于过程的方法)相比,提供了根本不同的评估。此外,适宜区域在空间上往往并不重叠,许多地方使用一种方法被认为是适宜的,但使用另一种方法则不然。通过比较这两种方法可能会收集到有用的信息,例如确定未来物种可能收缩或扩张的位置。然而,很明显这两种方法并不等同,在为特定应用选择合适的方法时需要谨慎。