Corpus ID: 237581313

Bayes Linear Emulation of Simulated Crop Yield

@inproceedings{Hasan2021BayesLE,
  title={Bayes Linear Emulation of Simulated Crop Yield},
  author={Muhammad Mahmudul Hasan and Jonathan A. Cumming},
  year={2021}
}
  • Muhammad Mahmudul Hasan, J. Cumming
  • Published 21 September 2021
  • Mathematics
The analysis of the output from a large-scale computer simulation experiment can pose a challenging problem in terms of size and computation. We consider output in the form of simulated crop yields from the Environmental Policy Integrated Climate (EPIC) model, which requires a large number of inputs such as fertiliser levels, weather conditions, and crop rotations inducing a high dimensional input space. In this paper, we adopt a Bayes linear approach to efficiently emulate crop yield as a… Expand

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