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Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Characterising weather patterns associated with fire in a seasonally dry tropical forest in southern India

Nandita Mondal A and Raman Sukumar A B C
+ Author Affiliations
- Author Affiliations

A Centre for Ecological Sciences, Indian Institute of Science, Bangalore 560012, Karnataka, India.

B Divecha Centre for Climate Change, Indian Institute of Science, Bangalore 560012, Karnataka, India.

C Corresponding author. Email: rsuku@ces.iisc.ernet.in

International Journal of Wildland Fire 23(2) 196-201 https://doi.org/10.1071/WF13002
Submitted: 17 April 2012  Accepted: 5 June 2013   Published: 26 November 2013

Abstract

Anthropogenic fires in seasonally dry tropical forests are a regular occurrence during the dry season. Forest managers in India, who presently follow a fire suppression policy in such forests, would benefit from a system of assessing the potential risk to fire on a particular day. We examined the relationship between weather variables (seasonal rainfall, relative humidity, temperature) and days of fire during the dry seasons of 2004–2010, based on MODIS fire incident data in the seasonally dry tropical forests of Mudumalai in the Western Ghats, southern India. Logistic regression analysis showed that high probabilities of a fire day, indicating successful ignition of litter and grass fuel on the forest floor, were associated with low levels of early dry season rainfall, low daily average relative humidity and high daily average temperatures. These weather conditions are representative of low moisture levels of fine fuels, suggesting that the occurrence of fire is moderated by environmental conditions that reduce the flammability of fine fuels in the dry tropics. We propose a quantitative framework for assessing risk of a fire day to assist forest managers in anticipating fire occurrences in this seasonally dry tropical forest, and possibly for those across South Asia.

Additional keywords: ambient weather, fuel moisture, logistic regression, seasonal rainfall, temporal prediction of fire.


References

Chandler C, Cheney P, Thomas P, Trabaud L, Williams D (Eds) (1983) ‘Fire in Forestry: Forest Fire Behaviour and Effects. Vol. I.’ (Wiley: New York)

Chuvieco E, Cocero D, Riano D, Martin P, Martinez-Vega J, de la Riva J, Perez F (2004) Combining NDVI and surface temperature for the estimation of live fuel moisture content in forest fire danger rating. Remote Sensing of Environment 92, 322–331.
Combining NDVI and surface temperature for the estimation of live fuel moisture content in forest fire danger rating.Crossref | GoogleScholarGoogle Scholar |

Cochrane MA, Ryan KC (2009) Fire and fire ecology: concepts and principles. In ‘Tropical Fire Ecology: Climate Change, Land Use and Ecosystem Dynamics’. (Ed. MA Cochrane) pp. 25–62. (Springer: Heidelberg, Germany; and Praxis: Chichester, UK)

Cohen JD, Deeming JE (1985) The National Fire-Danger Rating System: basic equations. USDA Forest Service, Pacific Southwest Forest and Range Experiment Station, General Technical Report PSW-82. (Berkeley, CA)

Cramer JA (1999) Predictive performance of the binary logit model in unbalanced samples. Journal of the Royal Statistical Society, Series D. The Statistician 48, 85–94.
Predictive performance of the binary logit model in unbalanced samples.Crossref | GoogleScholarGoogle Scholar |

Crawley MJ (2007) ‘The R book.’ (Wiley: Chichester, UK)

Dattaraja HS, Pulla S, Mondal N, Suresh HS, Bharanaiah CMB, Sukumar R (2013) Spatial interpolation of rainfall for Mudumalai Wildlife Sanctuary and Tiger Reserve, Tamil Nadu, India. Indian Institute of Science, Centre for Ecological Sciences, Technical Report 130. (Bangalore)

Fawcett T (2006) An introduction to ROC analysis. Pattern Recognition Letters 27, 861–874.
An introduction to ROC analysis.Crossref | GoogleScholarGoogle Scholar |

Freeman EA, Moisen G (2008) PresenceAbsence: an R package for presence–absence model analysis. Journal of Statistical Software 23, 1–31.

Gill AM, Moore PHR, Williams RJ (1996) Fire weather in the wet-dry tropics of the World Heritage Kakadu National Park, Australia. Australian Journal of Ecology 21, 302–308.
Fire weather in the wet-dry tropics of the World Heritage Kakadu National Park, Australia.Crossref | GoogleScholarGoogle Scholar |

Holbrook NM, Whitbeck JL, Mooney HA (1995) Drought responses of neotropical dry forest trees. In ‘Seasonally Dry Tropical Forests’. (Eds SH Bullock, HA Mooney, E Medina) pp. 243–276. (Cambridge University Press: Cambridge, UK)

Hosmer DW, Lemeshow S (Eds) (1989) ‘Applied Logistic Regression.’ (Wiley: New York)

Kodandapani N, Cochrane MA, Sukumar R (2004) Conservation threat of increasing fire frequencies in the Western Ghats, India. Conservation Biology 18, 1553–1561.
Conservation threat of increasing fire frequencies in the Western Ghats, India.Crossref | GoogleScholarGoogle Scholar |

Krawchuk MA, Moritz MA (2011) Constraints on global fire activity vary across a resource gradient. Ecology 92, 121–132.
Constraints on global fire activity vary across a resource gradient.Crossref | GoogleScholarGoogle Scholar | 21560682PubMed |

Lengerke HJV (1977) ‘The Nilgiris: Weather and Climate of a Mountain Area in South India.’ (Steiner: Weisbaden, Germany)

Loftsgaarden DO, Andrews PL (1992) Constructing and testing logistic regression models for binary data: applications to the National Fire Danger Rating System. USDA Forest Service, Intermountain Research Station, General Technical Report INT-286. (Ogden, UT)

Mooney HA, Bullock SH, Medina E (1995) Introduction. In ‘Seasonally Dry Tropical Forests’. (Eds SH Bullock, HA Mooney, E Medina) pp. 1–8. (Cambridge University Press: Cambridge, UK)

Mulqueeny CM, Goodman PS, O’Connor TG (2011) Determinants of inter-annual variation in the area burnt in a semiarid African savanna. International Journal of Wildland Fire 20, 532–539.
Determinants of inter-annual variation in the area burnt in a semiarid African savanna.Crossref | GoogleScholarGoogle Scholar |

Murphy PG, Lugo AE (1986) Ecology of a tropical dry forest. Annual Review of Ecology and Systematics 17, 67–88.
Ecology of a tropical dry forest.Crossref | GoogleScholarGoogle Scholar |

NASA FIRMS (2012) MODIS Active Fire Detections, data set. Available at http://earthdata.nasa.gov/firms [Verified 23 August 2013]

Nelson RM Jr (2001) Water relations of forest fuels. In ‘Forest Fires: Behaviour and Ecological Effects’. (Eds EA Johnson, K Miyanishi) pp. 79–150. (Academic Press: San Diego, CA)

Noble IR, Bary GAV, Gill AM (1980) McArthur’s fire-danger meters expressed as equations. Australian Journal of Ecology 5, 201–203.
McArthur’s fire-danger meters expressed as equations.Crossref | GoogleScholarGoogle Scholar |

Osawa T, Mitsuhashi H, Uematsu Y, Ushimaru A (2011) Bagging GLM: improved generalized linear model for the analysis of zero-inflated data. Ecological Informatics 6, 270–275.
Bagging GLM: improved generalized linear model for the analysis of zero-inflated data.Crossref | GoogleScholarGoogle Scholar |

Padilla M, Vega-Garcia C (2011) On the comparative importance of fire danger rating indices and their integration with spatial and temporal variables for predicting daily human-caused fire occurrences in Spain. International Journal of Wildland Fire 20, 46–58.
On the comparative importance of fire danger rating indices and their integration with spatial and temporal variables for predicting daily human-caused fire occurrences in Spain.Crossref | GoogleScholarGoogle Scholar |

Pai R, Hiremath AJ, Kant U (Eds) (2008) ‘Rethinking Forest Fires. Proceedings of the National Workshop on Forest Fires’, 13–14 November 2007, New Delhi. (Ministry of Environment and Forests, Government of India: Bangalore)

Pyne SJ (1990) Fire conservancy: the origins of wildland fire protection in British India, America and Australia. In ‘Fire in the tropical biota: ecosystem processes and global challenges’. (Ed. JG Goldammer) pp. 319–336. (Springer-Verlag: Berlin, Germany)

Pyne SJ, Andrews PL, Laven RD (Eds) (1996) ‘Introduction to Wildland Fires’, 2nd edn. (Wiley: New York)

R Development Core Team (2011) R: a language and environment for statistical computing. (R Foundation for Statistical Computing: Vienna, Austria) Available at http://www.R-project.org/ [Verified 23 August 2013]

Reich PB, Borchert R (1984) Water stress and tree phenology in a tropical dry forest in the lowlands of Costa Rica. Journal of Ecology 72, 61–74.
Water stress and tree phenology in a tropical dry forest in the lowlands of Costa Rica.Crossref | GoogleScholarGoogle Scholar |

Reineking B, Weibel P, Conedera M, Bugmann H (2010) Environmental determinants of lightning- v. human-induced forest fire ignitions differ in a temperate mountain region of Switzerland. International Journal of Wildland Fire 19, 541–557.
Environmental determinants of lightning- v. human-induced forest fire ignitions differ in a temperate mountain region of Switzerland.Crossref | GoogleScholarGoogle Scholar |

Renard Q, Pelissier R, Ramesh BR, Kodandapani N (2012) Environmental susceptibility model for predicting forest fire occurrence in the Western Ghats of India. International Journal of Wildland Fire 21, 368–379.
Environmental susceptibility model for predicting forest fire occurrence in the Western Ghats of India.Crossref | GoogleScholarGoogle Scholar |

Skaria A (1998) Timber conservancy, dessicationism and scientific forestry: the Dangs 1840s–1920s. In ‘Nature and the Orient: the Environmental History of South and Southeast Asia’. (Eds R Grove, V Damodaran, S Sangwan) pp. 596–635. (Oxford University Press: New Delhi, India)

Stott P (1988) The forest as phoenix: towards a biogeography of fire in mainland South-east Asia. The Geographical Journal 154, 337–350.
The forest as phoenix: towards a biogeography of fire in mainland South-east Asia.Crossref | GoogleScholarGoogle Scholar |

Stott PA, Goldammer JG, Werner WL (1990) The role of fire in the tropical lowland deciduous forests of Asia. In ‘Fire in the Tropical Biota: Ecosystem Processes and Global Challenges’. (Ed. JG Goldammer) pp. 32–44. (Springer-Verlag: Berlin, Germany)

Sukumar R, Suresh HS, Dattaraja HS, Joshi NV (1998) Dynamics of a tropical deciduous forest: population changes (1988 through 1993) in a 50-ha plot at Mudumalai, southern India. In ‘Forest Biodiversity Research, Monitoring and Modeling: Conceptual Background and Old World Case Studies’. (Eds F Dallmeier, JA Comiskey) pp. 495–506. (Parthenon Publishing: Paris, France)

Suresh HS (2009) Vegetative and reproductive phenology of tropical montane forest, Nilgiris, southern India. PhD thesis, Forest Research Institute, Dehradun, Uttarakhand, India.

Suresh HS, Dattaraja HS, Mondal N, Sukumar R (2011) Seasonally dry tropical forests in southern India: an analysis of floristic composition, structure and dynamics in Mudumalai Wildlife Sanctuary. In ‘The Ecology and Conservation of Seasonally Dry Forests in Asia’. (Eds WJ McShea, SJ Davies, N Bhumpakphan) pp. 37–58. (Smithsonian Institution Scholarly Press: Washington, DC)

Swaine MD (1992) Characteristics of dry forest in west Africa and the influence of fire. Journal of Vegetation Science 3, 365–374.
Characteristics of dry forest in west Africa and the influence of fire.Crossref | GoogleScholarGoogle Scholar |

Toma T, Marjenah, Hastaniah (2000) Climate in Bukit Soeharto, East Kalimantan. In ‘Rainforest Ecosystems of East Kalimantan: El Nino, Drought, Fire and Human Impacts’. (Eds E Guhardja, M Fatawi, M Sutisna, T Mori, S Ohta) pp. 13–27. (Springer-Verlag: Tokyo, Japan)

Uhl C, Kauffman JB, Cummings DL (1988) Fire in the Venezualan Amazon. 2. Environmental conditions necessary for forest fires in the evergreen forest of Venezuala. Oikos 53, 176–184.
Fire in the Venezualan Amazon. 2. Environmental conditions necessary for forest fires in the evergreen forest of Venezuala.Crossref | GoogleScholarGoogle Scholar |

Van Wagner CE, Pickett TL (1985) Equations and FORTRAN program for the Canadian Forest Fire Weather Index System. Canadian Forestry Service, Forestry Technical Report 33. (Ottawa, ON)

Viegas DX, Viegas MT (1994) A relationship between rainfall and burned area for Portugal. International Journal of Wildland Fire 4, 11–16.
A relationship between rainfall and burned area for Portugal.Crossref | GoogleScholarGoogle Scholar |

Viney NR (1991) A review of fine fuel moisture modelling. International Journal of Wildland Fire 1, 215–234.
A review of fine fuel moisture modelling.Crossref | GoogleScholarGoogle Scholar |

Williams RJ, Gill AM, Moore PHR (1998) Seasonal changes in fire behaviour in a tropical savanna in northern Australia. International Journal of Wildland Fire 8, 227–239.
Seasonal changes in fire behaviour in a tropical savanna in northern Australia.Crossref | GoogleScholarGoogle Scholar |

Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM (2009) ‘Mixed Effects Models and Extensions in Ecology with R.’ (Springer: New York)