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Allometric models for aboveground biomass in dry savanna trees of the Sudan and Sudan–Guinean ecosystems of Southern Senegal

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Journal of Forest Research

Abstract

This paper presents new allometric models for woody savanna of the dry Sudanian zone of the southern part of Senegal and contributes to the needs for accurate and precise carbon estimates through improved statistical models and methods. The results are based on statistical relationships between the total dry biomass and either tree diameter at breast height (DBH) or tree height for a set of 101 individuals of different sizes from 13 dominant species in 6 protected forests. The statistical regression (cubic order 3) generated for DBH (5–41.5 cm) and tree height (2.5–15.6 m) showed significant R 2 of 0.934 and 0.813, respectively. Using the same database, species-based models for the most represented genera (Acacia sp., Combretum sp. and Terminalia sp.) show more precision than the generic model. The model residual standard error and relative errors showed a good fit between observed and predicted data. Species-based models showed smaller errors compare to generic models outputs.

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References

  • Brown S (1997) Estimating biomass and biomass change of tropical forests: a primer. FAO, Food and Agriculture Organization of the United Nations (FAO Forestry Paper-134), Rome

  • Brown S (2002) Measuring carbon in forests: current status and future challenges. Environ Pollut 116:363–372

    Article  CAS  PubMed  Google Scholar 

  • Brown S, Pearson T, Slaymaker D, Ambagis S, Moore N, Novelo D, Sabido W (2005) Creating a virtual tropical forest from three-dimensional aerial imagery to estimate carbon stocks. Ecol Appl 15:1083–1095

    Article  Google Scholar 

  • Chave J, Andalo C, Brown S, Cairns MA, Chambers JQ, Eamus D, Folster H, Fromard F, Higuchi N, Kira T, Lescure J-P, Nelson BW, Ogawa H, Puig H, Riera B, Yamakura T (2005) Tree allometry and improved estimation of carbon stocks and balance in tropical forests. Oecologia 145:87–99

    Article  CAS  PubMed  Google Scholar 

  • Clark DB, Clark DA (2000) Landscape-scale variation in forest structure and biomass in a tropical rain forest. For Ecol Manag 137:185–198

    Article  Google Scholar 

  • Corbera E, Schroeder H (2011) Governing and implementing REDD+. Environ Sci Policy 14:89–99

    Article  Google Scholar 

  • FAO (2010) Global forest resources assessment 2010. FAO, Rome

    Google Scholar 

  • Fleurant C, Duchesne J, Raimbault P (2004) An allometric model for trees. J Theor Biol 227:137–147

    Article  CAS  PubMed  Google Scholar 

  • Gibbs HK, Brown S, Niles JO, Foley JA (2007) Monitoring and estimating tropical forest carbon stocks: making REDD a reality. Environ Res Lett 2:1–13

    Google Scholar 

  • GOFC-GOLD (2011) A sourcebook of methods and procedures for monitoring and reporting anthropogenic greenhouse gas emissions and removals caused by deforestation, gains and losses of carbon stocks in forests remaining forests, and forestation. GOFC-GOLD Report version COP17-1, GOFC-GOLD Project Office, Natural Resources Canada, Alberta

  • IPCC (2007) Climate change: mitigation. Contribution of Working Group III to the Fourth Assessment Report

  • Keller M, Palace M, Hurtt G (2001) Biomass estimation in the Tapajos National Forest, Brazil. Examination of sampling and allometric uncertainties. For Ecol Manag 154:371–382

    Article  Google Scholar 

  • Kuyah S, Dietz J, Muthuri C, Jamnadass R, Mwangi P, Coe R, Neufeldt H (2012a) Allometric equations for estimating biomass in agricultural landscapes: I. Aboveground biomass. Agric Ecosyst Environ 158:216–224

    Article  Google Scholar 

  • Kuyah S, Dietz J, Muthuri C, Jamnadass R, Mwangi P, Coe R, Neufeldt H (2012b) Allometric equations for estimating biomass in agricultural landscapes: II. Belowground biomass. Agric Ecosyst Environ 158:225–234

    Article  Google Scholar 

  • Lufafa A, Bolte J, Wright D, Khouma M, Diedhiou I, Dick RP, Kizito F, Dossa E, Noller JS (2008) Regional carbon stocks and dynamics in native woody shrub communities of Senegal’s Peanut Basin. Agric Ecosyst Environ 128:1–11

    Article  CAS  Google Scholar 

  • Moura-Costa P, Stuart M (1999) Issues related to monitoring, verification and certification of forestry-based carbon offset projects. In: Wood for Africa 99 Conference, Pietermaritzburg

  • Nelson BW, Mesquita R, Pereira JLG, Aquino de Souza SG, Batista GT, Couto LB (1999) Allometric regressions for improved estimate of secondary forest biomass in the central Amazon. For Ecol Manag 117:149–167

    Article  Google Scholar 

  • Pearson T, Walker S, Brown S (2005) Sourcebook for land use, land-use change and forestry projects. Winrock International, Arlington

    Google Scholar 

  • Ravindranath NH, Ostwald M (2008) Carbon inventory methods. Handbook for greenhouse gas inventory, carbon mitigation, and roundwood production projects. Springer, New York

    Book  Google Scholar 

  • Saatchi SS, Harris NL, Brown S, Lefsky M, Mitchard ETA, Salas W, Zutta BR, Buermann W, Lewis SL, Hagen S, Petrova S, White L, Silman M, Morel A, Harris NL, Brown S, Lefsky M, Mitchard ETA, Salas W, Zutta BR, Buermann W, Lewis SL, Hagen S, Petrova S, White L, Silman M, Morel A, Harris NL, Brown S, Lefsky M, Mitchard ETA, Salas W, Zutta BR, Buermann W, Lewis SL, Hagen S, Petrova S, White L, Silman M, Morel A (2011) Benchmark map of forest carbon stocks in tropical regions across three continents. Proc Natl Acad Sci USA 108:9899–9904

    Google Scholar 

  • Sambou B (2004) Evaluation de l’état, de la dynamique et des tendances évolutives de la flore et de la végétation ligneuse dans les domaines soudanien et sub-guinéen au Sénégal. Doctorat d’Etat, Université Cheikh Anta Diop de Dakar (UCAD), Dakar

  • Sambou B, Ba AT, Mbow C, Goudiaby A (2008) Studies of the woody vegetation of the Welor forest reserve (Senegal) for sustainable use. West Afr J Appl Ecol 13:1–12

    Google Scholar 

  • San Jose JJ, Montes RA, Farinas MR (1998) Carbon stocks and fluxes in a temporal scaling from a savanna to a semi-deciduous forest. For Ecol Manag 105:251–262

    Article  Google Scholar 

  • Scholes RJ, Kuper W, Biggs R, Mwangi E, Raharimampionona J, Lowry P, Sene E, Ashton P, Blake S, Justice CO (2006) ‘Biodiversity’. In: Africa environment outlook 2, chapter 7: our environment, our wealth, ISBN: 92-807-2691-9

  • Shirima DD, Munishi PKT, Lewis SL, Burgess ND, Marshall AR, Balmford A, Swetnam RD, Zahabu EM (2011) Carbon storage, structure and composition of Miombo woodlands in Tanzania’s Eastern Arc Mountains. Afr J Ecol 49:332–342

    Article  Google Scholar 

  • Verstraete MM, Scholes RJ, Smith MS (2009) Climate and desertification: looking at an old problem through new lenses. Front Ecol Environ 9. doi:10.1890/080119

  • Zhao M, Running SW (2010) Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science 329:940–943

    Article  CAS  PubMed  Google Scholar 

  • Zianis D, Mencuccini M (2004) On simplifying allometric analyses of forest biomass. For Ecol Manag 187:311–332

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to the SUN EU FP6 INCO-dev no 031685 funded by the European Union. Thanks to Assane Goudiaby, Idrissa Guiro and Mamadou Diop for their technical support.

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Correspondence to Cheikh Mbow.

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Mbow, C., Verstraete, M.M., Sambou, B. et al. Allometric models for aboveground biomass in dry savanna trees of the Sudan and Sudan–Guinean ecosystems of Southern Senegal. J For Res 19, 340–347 (2014). https://doi.org/10.1007/s10310-013-0414-1

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  • DOI: https://doi.org/10.1007/s10310-013-0414-1

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