The role of people, parks and precipitation on the frequency and timing of fires in a sub-Saharan savanna ecosystem
Julius R. Dewald A * , Jane Southworth B and Imelda K. Moise CA
B
C
Abstract
The Lupande Game Management Area (GMA) and the adjacent South Luangwa National Park (NP) in Zambia allow comparison of fire regimes in African savannas with different human densities.
To investigate humans’ effects on fire regimes within a sub-Saharan savanna ecosystem.
We delineated burned areas for the Lupande GMA and South Luangwa NP using 156 Landsat images from 1989 to 2017. We performed comparisons of fire regimes between the Lupande GMA and South Luangwa NP using various burned area variables and assessed their association with precipitation.
Overall, and compared with the South Luangwa NP, the Lupande GMA had a greater extent of burned area and a higher frequency of repeat burns. The Lupande GMA experienced fires earlier in the fire season, which are typically less damaging to woody vegetation. We observed a significant positive relationship between precipitation and burned area trends in South Luangwa NP but not in the Lupande GMA, suggesting that precipitation increases burned area in South Luangwa NP.
Results support the theory that human fire management mitigates climate’s effect, particularly rainfall, on interannual burned area variation.
This study shows that human-dominated fire regimes in savannas can alter the influence of precipitation.
Keywords: burnt area, fire management, Game Management Area, human land use, Lupande, rainfall, South Luangwa, Zambia.
References
Abatzoglou JT, Williams AP, Boschetti L, Zubkova M, Kolden CA (2018) Global patterns of interannual climate–fire relationships. Global Change Biology 24, 5164-5175.
| Crossref | Google Scholar | PubMed |
Alcaras E, Costantino D, Guastaferro F, Parente C, Pepe M (2022) Normalized Burn Ratio Plus (NBR+): a new index for Sentinel-2 imagery. Remote Sensing 14, 1727.
| Crossref | Google Scholar |
Andela N, van der Werf GR (2014) Recent trends in African fires driven by cropland expansion and El Niño to La Niña transition. Nature Climate Change 4, 791-795.
| Crossref | Google Scholar |
Archibald S, Roy DP, Van Wilgen BW, Scholes RJ (2009) What limits fire? An examination of drivers of burnt area in southern Africa. Global Change Biology 15, 613-630.
| Crossref | Google Scholar |
Archibald S, Scholes RJ, Roy DP, Roberts G, Boschetti L (2010) Southern African fire regimes as revealed by remote sensing. International Journal of Wildland Fire 19, 861-878.
| Crossref | Google Scholar |
Bastarrika A, Chuvieco E, Martín MP (2011) Mapping burned areas from Landsat TM/ETM+ data with a two-phase algorithm: balancing omission and commission errors. Remote Sensing of Environment 115, 1003-1012.
| Crossref | Google Scholar |
Blackman A (2013) Evaluating forest conservation policies in developing countries using remote sensing data: an introduction and practical guide. Forest Policy and Economics 34, 1-16.
| Crossref | Google Scholar |
Bond WJ (2008) What limits trees in C4 grasslands and savannas? Annual Review of Ecology Evolution and Systematics 39, 641-659.
| Google Scholar |
Bond WJ, Midgley GF, Woodward FI (2003) What controls South African vegetation – climate or fire? South African Journal of Botany 69, 79-91.
| Crossref | Google Scholar |
Bond WJ, Woodward FI, Midgley GF (2005) The global distribution of ecosystems in a world without fire. New Phytologist 165, 525-538.
| Crossref | Google Scholar | PubMed |
Boschetti L, Roy DP, Giglio L, Huang H, Zubkova M, Humber ML (2019) Global validation of the collection 6 MODIS burned area product. Remote Sensing of Environment 235,.
| Crossref | Google Scholar | PubMed |
Bowman DMJS, Balch J, Artaxo P, Bond WJ, Cochrane MA, D’Antonio CM, DeFries R, Johnston FH, Keeley JE, Krawchuk MA, Kull CA, Mack M, Moritz MA, Pyne S, Roos CI, Scott AC, Sodhi NS, Swetnam TW, Whittaker R (2011) The human dimension of fire regimes on Earth. Journal of Biogeography 38, 2223-2236.
| Crossref | Google Scholar | PubMed |
Brockett BH, Biggs HC, van Wilgen BW (2001) A patch mosaic burning system for conservation areas in southern African savannas. International Journal of Wildland Fire 10, 169-183.
| Crossref | Google Scholar |
Campo-Bescós MA, Muñoz-Carpena R, Kaplan DA, Southworth J, Zhu L, Waylen PR (2013) Beyond precipitation: physiographic gradients dictate the relative importance of environmental drivers on savanna vegetation. PLoS One 8, e72348.
| Crossref | Google Scholar | PubMed |
Case MF, Staver AC (2017) Fire prevents woody encroachment only at higher-than-historical frequencies in a South African savanna. Journal of Applied Ecology 54, 955-962.
| Crossref | Google Scholar |
Chidumayo EN (1987) A shifting cultivation land use system under population pressure in Zambia. Agroforestry Systems 5, 15-25.
| Crossref | Google Scholar |
Chuvieco E, Martín MP, Palacios A (2002) Assessment of different spectral indices in the red–near-infrared spectral domain for burned land discrimination. International Journal of Remote Sensing 23, 5103-5110.
| Crossref | Google Scholar |
Daniau A-L, Sánchez Goñi MF, Martinez P, Urrego DH, Bout-Roumazeilles V, Desprat S, Marlon JR (2013) Orbital-scale climate forcing of grassland burning in southern Africa. Proceedings of the National Academy of Sciences 110, 5069-5073.
| Crossref | Google Scholar | PubMed |
Daskin JH, Stalmans M, Pringle RM (2016) Ecological legacies of civil war: 35-year increase in savanna tree cover following wholesale large-mammal declines. Journal of Ecology 104, 79-89.
| Crossref | Google Scholar |
Eriksen C (2007) Why do they burn the ‘bush’? Fire, rural livelihoods, and conservation in Zambia. Geographical Journal 173, 242-256.
| Crossref | Google Scholar |
Estes BL, Knapp EE, Skinner CN, Miller JD, Preisler HK (2017) Factors influencing fire severity under moderate burning conditions in the Klamath Mountains, northern California, USA. Ecosphere 8, e01794.
| Crossref | Google Scholar |
Fritz A (2013) Chitimene agriculture: Cultural and economic factors related to population increase contributing to forest degradation of Miombo woodlands in north and central Zambia. Agrarian Frontiers 1, 12-22.
| Google Scholar |
García MJL, Caselles V (1991) Mapping burns and natural reforestation using Thematic Mapper data. Geocarto International 6, 31-37.
| Crossref | Google Scholar |
Giddey BL, Baard JA, Kraaij T (2022) Fire severity and tree size affect post-fire survival of Afrotemperate forest trees. Fire Ecology 18, 5.
| Crossref | Google Scholar |
Govender N, Trollope WSW, Van Wilgen BW (2006) The effect of fire season, fire frequency, rainfall and management on fire intensity in savanna vegetation in South Africa. Journal of Applied Ecology 43, 748-758.
| Crossref | Google Scholar |
Grégoire JM, Eva HD, Belward AS, Palumbo I, Simonetti D, Brink A (2013) Effect of land-cover change on Africa’s burnt area. International Journal of Wildland Fire 22, 107.
| Crossref | Google Scholar |
Higgins SI, Bond WJ, February EC, Bronn A, Euston-Brown DI, Enslin B, Govender N, Rademan L, O’Regan S, Potgieter ALF, Scheiter S, Sowry R, Trollope L, Trollope WSW (2007) Effects of four decades of fire manipulation on woody vegetation structure in savanna. Ecology 88, 1119-1125.
| Crossref | Google Scholar | PubMed |
Higgins SI, Bond WJ, Trollope WSW (2000) Fire, resprouting and variability: a recipe for grass-tree coexistence in savanna. Journal of Ecology 88, 213-229.
| Crossref | Google Scholar |
Hodgkinson KC (1998) Sprouting success of shrubs after fire: height-dependent relationships for different strategies. Oecologia 115, 64-72.
| Crossref | Google Scholar | PubMed |
Hoffmann WA, Solbrig OT (2003) The role of topkill in the differential response of savanna woody species to fire. Forest Ecology and Management 180, 273-286.
| Crossref | Google Scholar |
Karp AT, Uno KT, Berke MA, Russell JM, Scholz CA, Marlon JR, Faith JT, Staver AC (2023) Non-linear rainfall effects on savanna fire activity across the African Humid Period. Quaternary Science Reviews 304, 107994.
| Crossref | Google Scholar |
Keeley JE (2009) Fire intensity, fire severity and burn severity: a brief review and suggested usage. International Journal of Wildland Fire 18, 116-126.
| Crossref | Google Scholar |
Laris P (2011) Humanizing savanna biogeography: linking human practices with ecological patterns in a frequently burned savanna of Southern Mali. Annals of the Association of American Geographers 101, 1067-1088.
| Crossref | Google Scholar |
Laris P, Caillault S, Dadashi S, Jo A (2015) The human ecology and geography of burning in an unstable savanna environment. Journal of Ethnobiology 35, 111-139.
| Crossref | Google Scholar |
Laris P, Koné M, Dadashi S, Dembele F (2017) The early/late fire dichotomy: time for a reassessment of Aubréville’s savanna fire experiments. Progress in Physical Geography: Earth and Environment 41, 68-94.
| Crossref | Google Scholar |
Laris P, Jo A, Wechsler SP (2018) Effects of landscape pattern and vegetation type on the fire regime of a mesic savanna in Mali. Journal of Environmental Management 227, 134-145.
| Crossref | Google Scholar | PubMed |
Laris P, Koné M, Dembélé F, Rodrigue CM, Yang L, Jacobs R, Laris Q (2021) Methane gas emissions from savanna fires: what analysis of local burning regimes in a working West African landscape tell us. Biogeosciences 18, 6229-6244.
| Crossref | Google Scholar |
Laris P, Koné M, Dembélé F, Rodrigue CM, Yang L, Jacobs R, Laris Q, Camara F (2023) The pyrogeography of methane emissions from seasonal mosaic burning regimes in a West African landscape. Fire 6, 52.
| Crossref | Google Scholar |
Lehmann CER, Prior LD, Williams RJ, Bowman DMJS (2008) Spatio-temporal trends in tree cover of a tropical mesic savanna are driven by landscape disturbance. Journal of Applied Ecology 45, 1304-1311.
| Crossref | Google Scholar |
Lehmann CER, Prior LD, Bowman DMJS (2009) Fire controls population structure in four dominant tree species in a tropical savanna. Oecologia 161, 505-515.
| Crossref | Google Scholar | PubMed |
Lehmann CER, Anderson TM, Sankaran M, Higgins SI, Archibald S, Hoffmann WA, Hanan NP, Williams RJ, Fensham RJ, Felfili J, Hutley LB, Ratnam J, San Jose J, Montes R, Franklin D, Russell-Smith J, Ryan CM, Durigan G, Hiernaux P, Haidar R, Bowman DMJS, Bond WJ (2014) Savanna vegetation–fire–climate relationships differ among continents. Science 343, 548-552.
| Crossref | Google Scholar | PubMed |
Lipsett-Moore GJ, Wolff NH, Game ET (2018) Emissions mitigation opportunities for savanna countries from early dry season fire management. Nature Communications 9, 2247.
| Crossref | Google Scholar | PubMed |
Liu JX, Heiskanen J, Maeda EE, Pellikka PKE (2018) Burned area detection based on Landsat time series in savannas of southern Burkina Faso. International Journal of Applied Earth Observation and Geoinformation 64, 210-220.
| Crossref | Google Scholar |
McNally A, Arsenault K, Kumar S, Shukla S, Peterson P, Wang S, Funk C, Peters-Lidard CD, Verdin JP (2017) A land data assimilation system for sub-Saharan Africa food and water security applications. Scientific Data 4, 170012.
| Crossref | Google Scholar | PubMed |
Midgley JJ, Lawes MJ, Chamaillé-Jammes S (2010) Savanna woody plant dynamics: the role of fire and herbivory, separately and synergistically. Australian Journal of Botany 58, 1-11.
| Crossref | Google Scholar |
Mvula CD (2001) Fair trade in tourism to protected areas – A micro case study of wildlife tourism to South Luangwa National Park, Zambia. International Journal of Tourism Research 3, 393-405.
| Crossref | Google Scholar |
Nyirenda V, Chansa WC, Myburgh WJ, Reilly BK (2010) Social capital and community responses to natural resource management in the Luangwa Valley, Zambia. Journal of Sustainable Development in Africa 12, 158-180.
| Google Scholar |
Pekel J-F, Cottam A, Gorelick N, Belward AS (2016) High-resolution mapping of global surface water and its long-term changes. Nature 540, 418-422.
| Crossref | Google Scholar | PubMed |
Pereira Júnior AC, Oliveira SL, Pereira JM, Turkman MA (2014) Modelling fire frequency in a cerrado savanna protected area. PLoS One 9, e102380.
| Crossref | Google Scholar | PubMed |
R CoreTeam (2020) R: A language and environment for statistical computing. Available at https://www.R-project.org/
Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70, 41-55.
| Crossref | Google Scholar |
Roteta E, Bastarrika A, Padilla M, Storm T, Chuvieco E (2019) Development of a Sentinel-2 burned area algorithm: generation of a small fire database for sub-Saharan Africa. Remote Sensing of Environment 222, 1-17.
| Crossref | Google Scholar |
Sankaran M, Hanan NP, Scholes RJ, Ratnam J, Augustine DJ, Cade BS, Gignoux J, Higgins SI, Le Roux X, Ludwig F, Ardo J, Banyikwa F, Bronn A, Bucini G, Caylor KK, Coughenour MB, Diouf A, Ekaya W, Feral CJ, February EC, Frost PG, Hiernaux P, Hrabar H, Metzger KL, Prins HH, Ringrose S, Sea W, Tews J, Worden J, Zambatis N (2005) Determinants of woody cover in African savannas. Nature 438, 846-849.
| Crossref | Google Scholar | PubMed |
Shrader AM, Pimm SL, van Aarde RJ (2010) Elephant survival, rainfall and the confounding effects of water provision and fences. Biodiversity and Conservation 19, 2235-2245.
| Crossref | Google Scholar |
Smit IPJ, Asner GP, Govender N, Vaughn NR, van Wilgen BW (2016) An examination of the potential efficacy of high-intensity fires for reversing woody encroachment in savannas. Journal of Applied Ecology 53, 1623-1633.
| Crossref | Google Scholar |
Smit IPJ, Asner GP, Govender N, Kennedy-Bowdoin T, Knapp DE, Jacobson J (2010) Effects of fire on woody vegetation structure in African savanna. Ecological Applications 20, 1865-1875.
| Crossref | Google Scholar | PubMed |
Staver AC, Archibald S, Levin S (2011) Tree cover in sub-Saharan Africa: rainfall and fire constrain forest and savanna as alternative stable states. Ecology 92, 1063-1072.
| Crossref | Google Scholar | PubMed |
Trapnell CG (1959) Ecological results of woodland and burning experiments in Northern Rhodisia. Journal of Ecology 47, 129-168.
| Crossref | Google Scholar |
Trigg S, Flasse S (2000) Characterizing the spectral-temporal response of burned savannah using in situ spectroradiometry and infrared thermometry. International Journal of Remote Sensing 21, 3161-3168.
| Crossref | Google Scholar |
Trigg S, Flasse S (2001) An evaluation of different bi-spectral spaces for discriminating burned shrub-savannah. International Journal of Remote Sensing 22, 2641-2647.
| Crossref | Google Scholar |
Trollope WSW, Tainton NM (1986) Effect of fire intensity on the grass and bush components of the Eastern Cape thornveld. Journal of the Grassland Society of Southern Africa 3, 37-42.
| Crossref | Google Scholar |
van Gerrevink MJ, Veraverbeke S (2021) Evaluating the hyperspectral sensitivity of the differenced normalized burn ratio for assessing fire severity. Remote Sensing 13, 4611.
| Crossref | Google Scholar |
van Langevelde F, Van De Vijver CADM, Kumar L, van de Koppel J, de Ridder N, van Andel J, Skidmore AK, Hearne JW, Stroosnijder L, Bond WJ, Prins HHT, Rietkerk M (2003) Effects of fire and herbivory on the stability of savanna ecosystems. Ecology 84, 337-350.
| Crossref | Google Scholar |
Vargas-Sanabria D, Campos-Vargas C (2020) Multitemporal comparison of burned areas in a tropical dry forest using the burned area index (BAI). Revista Forestal Mesoamerica Kurú 17(41), 29-36.
| Crossref | Google Scholar |
Veraverbeke S, Verstraeten WW, Lhermitte S, Goossens R (2010) Illumination effects on the differenced Normalized Burn Ratio’s optimality for assessing fire severity. International Journal of Applied Earth Observation and Geoinformation 12, 60-70.
| Crossref | Google Scholar |
Wall WA, Hohmann MG, Just MG, Hoffmann WA (2021) Characterizing past fire occurrence in longleaf pine ecosystems with the Mid-Infrared Burn Index and a Random Forest classifier. Forest Ecology and Management 500, 119635.
| Crossref | Google Scholar |
Watson FGR, Becker MS, Milanzi J, Nyirenda M (2015) Human encroachment into protected area networks in Zambia: implications for large carnivore conservation. Regional Environmental Change 15, 415-429.
| Crossref | Google Scholar |
Werf G, Randerson J, Giglio L, Gobron N, Dolman H (2008) Climate controls on the variability of fires in the tropics and subtropics. Global Biogeochemical Cycles 22, GB3028.
| Crossref | Google Scholar |
Wu B, Zheng H, Xu ZL, Wu ZW, Zhao YD (2022) Forest burned area detection using a novel spectral index based on multi-objective optimization. Forests 13, 1787.
| Crossref | Google Scholar |
Yang W, Zhang SW, Tang JM, Bu K, Yang JC, Chang LP (2013) A MODIS time series data based algorithm for mapping forest fire burned area. Chinese Geographical Science 23, 344-352.
| Crossref | Google Scholar |
Zubkova M, Boschetti L, Abatzoglou JT, Giglio L (2019) Changes in fire activity in Africa from 2002 to 2016 and their potential drivers. Geophysical Research Letters 46, 7643-7653.
| Crossref | Google Scholar | PubMed |