A Continental-Scale Validation of Ecosystem Service Models

Forskningsoutput: TidskriftsbidragArtikel i vetenskaplig tidskrift


Faced with environmental degradation, governments worldwide are developing policies to safeguard ecosystem services (ES). Many ES models exist to support these policies, but they are generally poorly validated, especially at large scales, which undermines their credibility. To address this gap, we describe a study of multiple models of five ES, which we validate at an unprecedented scale against 1675 data points across sub-Saharan Africa. We find that potential ES (biophysical supply of carbon and water) are reasonably well predicted by the existing models. These potential ES models can also be used as inputs to new models for realised ES (use of charcoal, firewood, grazing resources and water), by adding information on human population density. We find that increasing model complexity can improve estimates of both potential and realised ES, suggesting that developing more detailed models of ES will be beneficial. Furthermore, in 85% of cases, human population density alone was as good or a better predictor of realised ES than ES models, suggesting that it is demand, rather than supply that is predominantly determining current patterns of ES use. Our study demonstrates the feasibility of ES model validation, even in data-deficient locations such as sub-Saharan Africa. Our work also shows the clear need for more work on the demand side of ES models, and the importance of model validation in providing a stronger base to support policies which seek to achieve sustainable development in support of human well-being.


  • Simon Willcock
  • Danny A.P. Hooftman
  • Stefano Balbi
  • Ryan Blanchard
  • Terence P. Dawson
  • Patrick J. O’Farrell
  • Thomas Hickler
  • Malcolm D. Hudson
  • Mats Lindeskog
  • Javier Martinez-Lopez
  • Mark Mulligan
  • Belinda Reyers
  • Charlie Shackleton
  • Nadia Sitas
  • Ferdinando Villa
  • Sophie M. Watts
  • Felix Eigenbrod
  • James M. Bullock
Enheter & grupper
Externa organisationer
  • Bangor University
  • University of Southampton
  • Centre for Ecology & Hydrology
  • Council of Scientific and Industrial Research (CSIR)
  • King's College London
  • University of Cape Town
  • Senckenberg Biodiversity and Climate Research Centre
  • Goethe University
  • Basque Foundation for Science
  • Lactuca: Environmental Data Analyses and Modelling
  • Basque Centre for Climate Change
  • Stellenbosch University
  • Rhodes University

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Miljövetenskap


StatusE-pub ahead of print - 2019 apr 22
Peer review utfördJa