Allometric Models for Biomass Estimation in Savanna Woodland Area, Niger State, Nigeria
Authors: Abdullahi Jibrin, Aishetu Abdulkadir
Abstract:
The development of allometric models is crucial to accurate forest biomass/carbon stock assessment. The aim of this study was to develop a set of biomass prediction models that will enable the determination of total tree aboveground biomass for savannah woodland area in Niger State, Nigeria. Based on the data collected through biometric measurements of 1816 trees and destructive sampling of 36 trees, five species specific and one site specific models were developed. The sample size was distributed equally between the five most dominant species in the study site (Vitellaria paradoxa, Irvingia gabonensis, Parkia biglobosa, Anogeissus leiocarpus, Pterocarpus erinaceous). Firstly, the equations were developed for five individual species. Secondly these five species were mixed and were used to develop an allometric equation of mixed species. Overall, there was a strong positive relationship between total tree biomass and the stem diameter. The coefficient of determination (R2 values) ranging from 0.93 to 0.99 P < 0.001 were realised for the models; with considerable low standard error of the estimates (SEE) which confirms that the total tree above ground biomass has a significant relationship with the dbh. F-test values for the biomass prediction models were also significant at p < 0.001 which indicates that the biomass prediction models are valid. This study recommends that for improved biomass estimates in the study site, the site specific biomass models should preferably be used instead of using generic models.
Keywords: Allometriy, biomass, carbon stock, model, regression equation, woodland, inventory.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1100126
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2790References:
[1] UNFCCC (2006). Report of the Conference of the Parties serving as the meeting of the Parties to the Kyoto Protocol. Montreal, UNFCCC: 103.
[2] IPCC, (2006). IPCC Guidelines for National Greenhouse Gas Inventories. Prepared by the National Greenhouse Gas Inventories Programme. Edited by H.S. Eggleston, L Buendia, K Miwa, T Ngara and K Tanabe. Institute for Global Environmental Strategies, Japan.
[3] Brown, S., (1997). Estimating Biomass and Biomass Change of Tropical Forest: A Primer Food and Agricultural Organisation of the United Nations (FAO), Rome.
[4] Ketterings, Q.M., Coe, R., van Noordwijk, M., Ambagau, Y. and Palm, C.A., (2001). Reducing uncertainty in the use of allometric biomass equations for predicting above-ground tree biomass in mixed secondary forests. Forest Ecology and Management, 146(1-3): 199-209.
[5] Brown, S., Gillespie A. and Lugo A.E. (1989). ‘Biomass estimation methods for tropical forests with applications to forest inventory data’ In: Forest Science. 35 881–902
[6] Chave, J., Andalo, C., Brown, S., Cairns, M.A., Chambers, J.Q., Eamus, D., Fölster, H., Fromard, F., Higuchi, N., Kira, T., Lescure, J.-P., Nelson, B., Ogawa, H., Puig, H., Riéra, B. & Yamakura, T.( 2005). Tree allometry and improved estimation of carbon stocks and balance in tropical forests. Oecologia. 145: 87–99.
[7] Návar, J., 2009. Allometric equations for tree species and carbon stocks for forests of northwestern Mexico. Forest Ecology and Management 257, 427-434.
[8] Cao, M. K., Q. F. Zhang, and H. H. Shugart. (2001). ‘Dynamic responses of African ecosystem carbon cycling to climate change’. In: Climate Research 17:183-193.
[9] Bombelli, A., Henry, M., Castaldi, S., Adu-Bredu, S., Arneth, A., De Grandcourt, A., Grieco, E., Kutsch, W.L., Lehsten, V., Rasile, A., Reichstein, M., Tansey, K., Weber Valentini, R., (2009). The Sub- Saharan Africa carbon balance, an overview. In: Biogeosciences Discussions 6, 2085–2123.
[10] Gibbs, H.K., Brown, S., Niles, J.O. and Foley, J.A. (2007) Monitoring and estimating tropical forest carbon stocks: making REDD a reality. In: Environmental Research Letters (2).
[11] Brown, S. and A. E. Lugo, (1982) The storage and production of organic matter in tropical forests and their role in the global carbon cycle. In: Biotropica 14: 161-187.
[12] Brown, S. and A. E. Lugo, (1984) Biomass of tropical forests: A new estimate based on forest volumes. Science 223:1290-1293
[13] Brown, S. and Lugo, A. E. (1992). ‘Above ground biomass estimates for tropical moist forests of the Brazilian Amazo’. In: Interciencia 17:8-18.
[14] Brown, S. and Schroeder, P. E. (1999). ‘Spatial patterns of aboveground production and mortality of woody biomass for eastern U.S. forests’, In: Ecological Application 9, 968–980.
[15] Huxley, J. S. (1924) Constant differential growth-ratios and their significance. In: Nature 114; 895.
[16] Huxley, J. S. (1932) Problems of Relative Growth. Methuen & Co., Ltd London
[17] Huxley, J.S., (1993). Problems of relative growth. With a new introduction by Frederick B. Churchill and essay by Richard E. John Hopkins University Press. London.
[18] Ojo, O. (1977). The climates of West Africa. London: Heinemann
[19] FORMECU (1994). Forest Management Evaluation and Co-ordinating Unit (1994) World Bank/Government of Nigeria Forestry III project Vol. VI Environmental Assessment, Forest Management Component, kpashimi Forest Reserve, Final Draft.
[20] Areola, O., (1978). Soil and vegetation resources of Nigeria. In: A geography of Nigerian development, (ed. Oguntoyinbo et al.) Heinemann Education Books Nigeria Limited.
[21] Jaiyeoba, I.A. and Essoka, P.E.(2006). ‘Soils and Vegetation’ In: The Middle Niger River Basin : A field course hand book. Department of Geography, Ahmadu Bello University, Zaria.
[22] Keay R.W. J. (1953), An outline of Nigerian Vegetation, 2nd Edition, Government Printed, Lagos
[23] Cottam G. & Curtis J.T.(1956). The use of distance measurements in phytosociological sampling. Ecology 37: 451-460.
[24] Sokal, R.R. and Rohlf, F.J., (1995). Biometry: the principles and practice of statistics in biological research. Third Edition, W.H. Freeman and Company, New York.
[25] Arevalo, C.B.M., Volk, T.A., Bevilacqua, E. and Abrahamson, L., (2007). Development and validation of aboveground biomass estimations for four Salix clones in central New York. Biomass and Bioenergy, 31(1): 1-12. Asner.
[26] Senelwa, K. and R. E. H. Sims. (1998). Tree biomass equations for short rotation Eucalyptus grown in New Zealand. Biomass and Bioenergy 13: 133- 140.