Limits of agricultural greenhouse gas calculators to predict soil N2O and CH4 fluxes in tropical agriculture

Research output: Contribution to journalJournal article

  • Meryl Richards
  • Ruth Metzel
  • Ngonidzashe Chirinda
  • Proyuth Ly
  • George Nyamadzawo
  • Quynh Duong Vu
  • de Neergaard, Andreas
  • Myles Oelofse
  • Eva Wollenberg
  • Emma Keller
  • Daniella Malin
  • Jørgen E. Olesen
  • Jonathan Hillier
  • Todd S Rosenstock

Demand for tools to rapidly assess greenhouse gas impacts from policy and technological change in the agricultural sector has catalyzed the development of 'GHG calculators'- simple accounting approaches that use a mix of emission factors and empirical models to calculate GHG emissions with minimal input data. GHG calculators, however, rely on models calibrated from measurements conducted overwhelmingly under temperate, developed country conditions. Here we show that GHG calculators may poorly estimate emissions in tropical developing countries by comparing calculator predictions against measurements from Africa, Asia, and Latin America. Estimates based on GHG calculators were greater than measurements in 70% of the cases, exceeding twice the measured flux nearly half the time. For 41% of the comparisons, calculators incorrectly predicted whether emissions would increase or decrease with a change in management. These results raise concerns about applying GHG calculators to tropical farming systems and emphasize the need to broaden the scope of the underlying data.

Original languageEnglish
Article number26279
JournalScientific Reports
Volume6
Number of pages8
ISSN2045-2322
DOIs
Publication statusPublished - 2016

    Research areas

  • Journal Article

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