Publication Abstracts

Spessa et al. 2015

Spessa, A.C., R.D. Field, F. Pappenberger, A. Langner, S. Englhart, U. Weber, T. Stockdale, F. Siegert, J.W. Kaiser, and J. Moore, 2015: Seasonal forecasting of fire over Kalimantan, Indonesia. Nat. Hazards Earth Syst. Sci., 15, 429-442, doi:10.5194/nhess-15-429-2015.

Large-scale fires occur frequently across Indonesia, particularly in the southern region of Kalimantan and eastern Sumatra. They have considerable impacts on carbon emissions, haze production, biodiversity, health, and economic activities.

In this study, we demonstrate that severe fire and haze events in Indonesia can generally be predicted months in advance using predictions of seasonal rainfall from the ECMWF System 4 coupled ocean-atmosphere model. Based on analyses of long, up-to-date series observations on burnt area, rainfall, and tree cover, we demonstrate that fire activity is negatively correlated with rainfall and is positively associated with deforestation in Indonesia. There is a contrast between the southern region of Kalimantan (high fire activity, high tree cover loss, and strong non-linear correlation between observed rainfall and fire) and the central region of Kalimantan (low fire activity, low tree cover loss, and weak, non-linear correlation between observed rainfall and fire).

The ECMWF seasonal forecast provides skilled forecasts of burnt and fire-affected area with several months lead time explaining at least 70% of the variance between rainfall and burnt and fire-affected area. Results are strongly influenced by El Niño years which show a consistent positive bias. Overall, our findings point to a high potential for using a more physical-based method for predicting fires with several months lead time in the tropics rather than one based on indexes only. We argue that seasonal precipitation forecasts should be central to Indonesia's evolving fire management policy.

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BibTeX Citation

@article{sp01100l,
  author={Spessa, A. C. and Field, R. D. and Pappenberger, F. and Langner, A. and Englhart, S. and Weber, U. and Stockdale, T. and Siegert, F. and Kaiser, J. W. and Moore, J.},
  title={Seasonal forecasting of fire over Kalimantan, Indonesia},
  year={2015},
  journal={Nat. Hazards Earth Syst. Sci.},
  volume={15},
  pages={429--442},
  doi={10.5194/nhess-15-429-2015},
}

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RIS Citation

TY  - JOUR
ID  - sp01100l
AU  - Spessa, A. C.
AU  - Field, R. D.
AU  - Pappenberger, F.
AU  - Langner, A.
AU  - Englhart, S.
AU  - Weber, U.
AU  - Stockdale, T.
AU  - Siegert, F.
AU  - Kaiser, J. W.
AU  - Moore, J.
PY  - 2015
TI  - Seasonal forecasting of fire over Kalimantan, Indonesia
JA  - Nat. Hazards Earth Syst. Sci.
VL  - 15
SP  - 429
EP  - 442
DO  - 10.5194/nhess-15-429-2015
ER  -

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