Emergent Global Patterns of Ecosystem Structure and Function from a Mechanistic General Ecosystem Model
- Michael Harfoot ,
- Tim Newbold ,
- Derek Tittensor ,
- Stephen Emmott ,
- Jon Hutton ,
- Vassily Lyutsarev ,
- Jörn Scharlemann ,
- Matthew Smith ,
- Drew Purves
PLOS Biology |
Anthropogenic activities are causing widespread degradation of ecosystems worldwide, threatening the ecosystem services upon which all human life depends. Improved understanding of this degradation is urgently needed to improve avoidance and mitigation measures. One tool to assist these efforts is predictive models of ecosystem structure and function that are mechanistic: based on fundamental ecological principles. Here we present the first mechanistic General Ecosystem Model (GEM) of ecosystem structure and function that is both global and applies in all terrestrial and marine environments. Functional forms and parameter values were derived from the theoretical and empirical literature where possible. Simulations of the fate of all organisms with body masses between 10 µg and 150,000 kg (a range of 14 orders of magnitude) across the globe led to emergent properties at individual (e.g., growth rate), community (e.g., biomass turnover rates), ecosystem (e.g., trophic pyramids), and macroecological scales (e.g., global patterns of trophic structure) that are in general agreement with current data and theory. These properties emerged from our encoding of the biology of, and interactions among, individual organisms without any direct constraints on the properties themselves. Our results indicate that ecologists have gathered sufficient information to begin to build realistic, global, and mechanistic models of ecosystems, capable of predicting a diverse range of ecosystem properties and their response to human pressures.
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The Madingley Model
April 21, 2014
Source code, driver data and user manual for the Madingley model, as described in Harfoot, M.B.J., Newbold, T., Tittensor, D.P., Emmott, S., Hutton, J., Lyutsarev, V., Smith, M.J., Scharlemann, J.P.W. & Purves, D.W. (2014) Emergent global patterns of ecosystem structure and function from a mechanistic General Ecosystem Model, PLoS Biology, doi:10.1371/journal.pbio.1001841.
The Madingley Model
The growing human population with increasing resource use per capita is causing an alarming loss and degradation of ecosystems. In order to balance the increasing human needs for food and resources with the healthy functioning of ecosystems, decision makers require robust and transparent global forecasts of the response of ecosystems to future changes in human activities.
The Madingley Model is a global biosphere model that captures the ecological processes shaping biological communities. The model is a collaboration between the Computational Ecology and Environmental Science Group at Microsoft Research Cambridge and the United Nations Environment Programme – World Conservation Monitoring Centre.