Browsing by Author "Bullock, J.M."

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      Ensembles of ecosystem service models can improve accuracy and indicate uncertainty 

      Willcock, S.; Hooftman, D.A.P.; Blanchard, R.; Dawson, T.P.; Hickler, T.; Lindeskog, M.; Martinez-Lopez, J.; Reyers, B.; Watts, S.M.; Eigenbrod, F.; Bullock, J.M. (Elsevier, 2020)
      Many ecosystem services (ES) models exist to support sustainable development decisions. However, most ES studies use only a single modelling framework and, because of a lack of validation data, rarely assess model accuracy ...
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      Machine learning for ecosystem services 

      Willcock, S.; Martínez-López, J.; Hooftman, D.A.P.; Bagstad, K.J.; Balbi, S.; Marzo, A.; Prato, C.; Sciandrello, S.; Signorello, G.; Voigt, B.; Villa, F.; Bullock, J.M.; Athanasiadis, I.N. (Elsevier, 2018)
      Recent developments in machine learning have expanded data-driven modelling (DDM) capabilities, allowing artificial intelligence to infer the behaviour of a system by computing and exploiting correlations between observed ...