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Determination and modelling of energy consumption in wheat production using neural networks: “A case study in Canterbury province, New Zealand”

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  • Safa, M.
  • Samarasinghe, S.

Abstract

This study was conducted on irrigated and dryland wheat fields in Canterbury in the 2007–2008 harvest year based on an extensive process of data collection involving a questionnaire and interviews. Total energy consumption in wheat production was estimated at 22,566 MJ/ha. On average, fertilizer and electricity were used more than other energy sources, at around 10,654 (47%) and 4870 (22%) MJ/ha, respectively. The energy consumption for wheat production in irrigated and dryland farming systems was estimated at 25,600 and 17,458 MJ/ha, respectively.

Suggested Citation

  • Safa, M. & Samarasinghe, S., 2011. "Determination and modelling of energy consumption in wheat production using neural networks: “A case study in Canterbury province, New Zealand”," Energy, Elsevier, vol. 36(8), pages 5140-5147.
    • Handle: RePEc:eee:energy:v:36:y:2011:i:8:p:5140-5147
    DOI: 10.1016/j.energy.2011.06.016
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