Relative importance of soil and climate variability for nitrogen management in irrigated wheat

David B. Lobell, J. Ivan Ortiz-Monasterio, Gregory P. Asner

Research output: Contribution to journalArticlepeer-review

30 Scopus citations


Increased efficiency of nitrogen (N) fertilizer use may be achieved with management practices that account for spatial variability in soil properties and temporal variability in climate. In this study, we develop a N management decision model for an irrigated wheat system that incorporates hypothetical diagnostics of soil N and growing season climate. The model is then used to quantify the potential value of these forecasts with respect to wheat yields, farmer profits, and excess N application. Under the current scenario (i.e. no diagnostics), uncertainty in soil and climate conditions is shown to account for an average over-application of N by roughly 35%. Both soil diagnostics and climate forecasts are shown to increase profits significantly and decrease over-application of N, with minimal changes in yield. Soil variability is roughly three times as important as climate variations in terms of potential impact on profits in this region. The model was also used to simulate the effect of increases in fertilizer price, which have similar positive effects on excess N application but negative impacts on profits. Finally, the role of forecast uncertainty was evaluated, indicating that even limited information on soil or climate can be a useful input to management decisions. Future work is needed to improve operational diagnostics of soil N and growing season climate, whose cost can then be compared to benefits calculated in this study to determine their net value to N management decisions.

Original languageEnglish (US)
Pages (from-to)155-165
Number of pages11
JournalField Crops Research
Issue number2-3
StatePublished - May 10 2004
Externally publishedYes


  • Climate variability
  • Management decisions
  • Nitrogen
  • Soil variability
  • Uncertainty
  • Wheat

ASJC Scopus subject areas

  • Agronomy and Crop Science
  • Soil Science


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