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In addition, ANNs can be used to discover relationships among variables, which aids in the understanding of ecosystem function.
The focus of the SuperSite Network is on using vegetation, faunal and biophysical monitoring to develop a process-based understanding of ecosystem function and change in Australian biomes; and to link this with data streams provided by the series of flux towers across the network.
First, relative to the broader understanding of ecosystem function, river systems are especially dynamic (Poff and others 1997; Naiman and others 2005; Schumm 2005) and this provides conceptual and practical challenges in resolving human impacts that are superimposed on natural spatial and temporal variation (Underwood 1994; Stewart-Oaten and Bence 2001).
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These assessments will provide a better understanding of ecosystem functioning and enhance current comparisons of natural and restored systems.
In spite of considerable progress in our understanding of ecosystem functioning, our ability to design effective and enforceable environmental policies requires a deep understanding of human perceptions and beliefs.
A mechanistic understanding of ecosystem functions and potential interactions between ecosystem functions and services is especially important for projecting future ecosystem responses to climate change and variability (Sun et al. 2015b), land use change (Amatya et al. 2015), management options (Sun et al. 2015a), and human disturbances (e.g., wildland fires, urbanization).
Indeed, our conceptual understanding of ecosystem functioning has evolved from the initial expectation of a uniform response to accommodate a diversity of responses to nutrient inputs.
The knowledge on the link between functional diversity and species richness is one of the key areas that is lacking for better understanding of ecosystem functioning in soils, Ecosystems such as soil have vast diverse microorganisms with several thousand complex functional capabilities.
We recommend that research and capacity building aiming to prepare for PES-schemes embrace a wider range of local knowledge and understandings of ecosystem functions than those immediately considered for payment schemes.
The study of tree community dynamics may help improve our understanding of forest ecosystem function.
Investigating the relationship between body condition, age, sex, diet quality and diet composition is therefore relevant to increase understanding of herbivores' ecosystem function and to inform management.
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