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Contemporary land use/land cover types determine soil organic carbon stocks in south-west Rwanda

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Abstract

Soil organic carbon (SOC) constitutes a large pool within the global carbon cycle. Land use change significantly drives SOC stock variation. In tropical central and eastern Africa, how changes in land use and land cover impact on soil C stocks remains unclear. Variability in the existing data is typically explained by soil and climate factors with little consideration given to land use and management history. To address this knowledge gap, we classified the current and historical land cover and measured SOC stocks under different land cover, soil group and slope type in the humid zone of south-west Rwanda. It was observed that SOC levels were best explained by contemporary land cover types, and not by soil group, conversion history or slope position, although the latter factors explained partly the variation within annual crop land cover type. Lack of the influence of land use history on SOC stocks suggests that after conversion to a new land use/land cover, SOC stocks reached a new equilibrium within the timestep that was observed (25 years). For conversion to annual crops, SOC stocks reach a new equilibrium at about 2.5 % SOC concentration which is below the proposed soil fertility threshold of 3 % SOC content in the Eastern and central African region. SOC stock declined under transitions from banana-coffee to annual crop by 5 % or under transitions from natural forest to degraded forest by 21 % and increased for transitions from annual crops to plantation forest by 193 %. Forest clearing for agricultural use resulted in a loss of 72 %. Assuming steady states, the data can also be used to make inferences about SOC changes as a result of land cover changes. We recommend that SOC stocks should be reported by land cover type rather than by soil groups which masks local land cover and landscape differences. This study addresses a critical issue on sustainable management of SOC in the tropics and global carbon cycle given that it is performed in a part of the world that has high land cover dynamics while at the same time lacks data on land cover changes and SOC dynamics.

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References

  • Anderson JM, Ingram JSI (1993) Tropical soil biology and fertility: a handbook of methods. CAB International, Wallingford

    Google Scholar 

  • Anderson JR, Harvey EE, Roach JT, Witmer RE (1976) A land use and land cover classification system for use with remotely sensed data. United States Geological Survey Professional Paper No. 964. Washington, DC

  • Ansoms A, McKay A (2010) A quantitative analysis of poverty and livelihood profiles: the case of rural Rwanda. Food Policy 35(6):584–598

    Article  Google Scholar 

  • Batjes NH (1996) Total carbon and nitrogen in the soils of the world. Eur J Soil Sci 47:151–163

    Article  CAS  Google Scholar 

  • Batjes NH (2004) Soil carbon stocks and projected changes according to land use and management: a case study for Kenya. Soil Use Manag 20:350–356

    Article  Google Scholar 

  • Batjes NH (2008) Mapping soil carbon stocks of Central Africa using SOTER. Geoderma 146:58–65

    Article  CAS  Google Scholar 

  • Bell M, Lawrence D (2009) Soil carbon sequestration—myths and mysteries. Trop Grassl 43:227–231

    Google Scholar 

  • Belward AS (1996) The IGBP-DIS global 1 km land cover data set (DISCover): proposal and implementation plans. IGBP-DIS Working Paper 13, International Geosphere–Biosphere Programme Data and Information System Office, Toulouse, France

  • Broadbent FE (1953) The soil organic fraction. Adv Agron 5:153–183

    Article  Google Scholar 

  • Cambardella CA, Elliott ET (1992) Particulate soil organic matter across a grassland cultivation sequence. Soil Sci Soc Am J 56:777–783

    Article  Google Scholar 

  • Chapman SJ, Campbell CD, Puri G (2003) Native woodland expansion: soil chemical and microbiological indicators of change. Soil Biol Biochem 35:753–764

    Article  CAS  Google Scholar 

  • Clay D, Reardon T, Kangasniemi J (1998) Sustainable intensification in the highland tropics: Rwandan farmers’ investments in land conservation and soil fertility. Econ Dev Cult Change 46:351–377

    Article  Google Scholar 

  • Davidson EA, Ackerman IL (1993) Changes in soil carbon inventories following cultivation of previously untilled soils. Biogeochemistry 20:161–193

    Article  CAS  Google Scholar 

  • Detwiler RP (1986) Land use change and the global carbon cycle: the role of tropical soils. Biogeochemistry 2:67–93

    Article  CAS  Google Scholar 

  • Du Y, Guindon B, Cihlar J (2002) Haze detection and removal in high resolution satellite image with wavelet analysis. IEEE Trans Geosci Remote Sens 40:210–217

    Article  Google Scholar 

  • Eclesia PR, Jobbagy GE, Jackson BR, Biganzoli F, Pineiro G (2012) Shifts in soil organic carbon for plantation and pasture establishment in native forests and grasslands of South America. Glob Change Biol 18:3237–3251

    Article  Google Scholar 

  • Ellert BH, Bettany JR (1995) Calculation of organic matter and nutrients stored in soils under contrasting management regimes. Can J Soil Sci 75:529–538

    Article  CAS  Google Scholar 

  • Elvidge CD, Yuan D, Weerackoon RD, Lunetta RS (1995) Relative radiometric normalization of landsat multispectral scanner (MSS) data using an automatic scattergram controlled regression. Photogramm Eng Remote Sens 61:1255–1260

    Google Scholar 

  • Esteban G, Jobba GY, Jackson RB (2000) The vertical distribution of soil organic carbon and its relation to climate and vegetation. Ecol Appl 10(2):423–436

    Article  Google Scholar 

  • FAO (1988) FAO-UNESCO soil map of the world, revised legend (with corrections and updates). FAO World Soil Resources Report 60 (reprinted with updates as ISRIC Technical Paper 20 in 1997). ISRIC, Wageningen

  • Fearnside PM, Laurance WF (2003) Comment on ‘determination of deforestation rates of the world’s humid tropical forests’. Science 299(5609):1015

    Article  PubMed  Google Scholar 

  • Games PA, Howell JF (1976) Pairwise multiple comparison procedures with unequal n‘s and/or variances: a Monte Carlo Study. J Educ Stat 1:113–125

    Article  Google Scholar 

  • Guo LB, Gifford RM (2002) Soil carbon stocks and land use change: a meta analysis. Glob Change Biol 8:345–360

    Article  Google Scholar 

  • Hancock GR, Martinez C, Wells T (2007) Modelling and assessment of soil carbon variability at the point and hillslope scale. In: Oxley L, Kulasiri D (eds) MODSIM 2007 International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2007, pp 1743–1748

  • Hartemink AE (1997) Soil fertility decline in some major soil groupings under permanent cropping in Tanga Region, Tanzania. Geoderma 75:215–229

    Article  Google Scholar 

  • Houghton RA (1995) Land-use change and the carbon cycle. Glob Change Biol 1:275–287

    Article  Google Scholar 

  • Houghton RA (1999) The annual net flux of carbon to the atmosphere from changes in land use: 1850–1990. Tellus B 51:298–313

    Article  Google Scholar 

  • Houghton RA (2005) Aboveground forest biomass and the global carbon balance. Glob Change Biol 11:945–958

    Article  Google Scholar 

  • IPCC (2003) Good practice guidance for land use, land-use change and forestry. IPCC National Greenhouse Gas Inventories Programme, Hayama (JP)

    Google Scholar 

  • IPCC (2007a) Climate change 2007: the physical science basis. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • IPCC (2007b) Contribution of working group II to the fourth assessment report of the intergovernmental panel on climate change. In: Parry ML, Canziani OF, Palutikof PJ, van der Linden JP, Hanson CE (eds) Climate change 2007: impacts, adaptation and vulnerability. Cambridge University Press, Cambridge

    Google Scholar 

  • Janzen HH, Campbell CA, Brandt SA, Lafond GP, Townley-Smith L (1992) Light fraction organic matter in soils from longterm crop rotations. Soil Sci Soc Am J 56:1799–1806

    Article  Google Scholar 

  • Jenkinson DS, Ayanaba A (1977) Decomposition of carbon-14 labelled plant material under tropical conditions 1. Soil Sci Soc Am J 41:912–915

    Article  CAS  Google Scholar 

  • Kagabo DM, Stroosnijder L, Visser SM, Moore D (2013) Soil erosion, soil fertility and crop yield on slow-forming terraces in the highlands of Buberuka, Rwanda. Soil Tillage Res 128:23–29

    Article  Google Scholar 

  • Kanmegne J (2004) Slash and burn agriculture in the humid forest zone of Southern Cameroon: soil quality dynamics, improved fallow management and farmers’ perceptions. Ph.D. Thesis. Wageningen University and Research Centre, The Netherlands, pp 180

  • Lal R (1986) Conversion of tropical rainforest: agronomic potential and ecological consequences. Adv Agron 39:173–264

    Article  Google Scholar 

  • Lal R (2001) World cropland soils as a source or sink for atmospheric carbon. Adv Agron 71:145–191

    Article  Google Scholar 

  • Lal R (2002) The potential of soils of the tropics to sequester carbon and mitigate the greenhouse effect. Adv Agron 76:1–30

    Article  CAS  Google Scholar 

  • Lal R (2004) Soil carbon sequestration impacts on global climate change and food security. Science 304:1623–1627

    Article  CAS  PubMed  Google Scholar 

  • Lal R (2009) Soil degradation as a reason for inadequate human nutrition. Food Secur 1:45–57

    Article  Google Scholar 

  • Lal R, Follett RF, Stewart BA, Kimble JM (2007) Soil carbon sequestration to mitigate climate change and advance food security. Soil Sci 172(12):943–956

    Article  CAS  Google Scholar 

  • Lemma B, Berggren Kleja D, Nilsson I, Olsson M (2006) Soil carbon sequestration under different exotic tree species in the southwestern highlands of Ethiopia. Geoderma 136(3–4):886–898

  • Lugo AE, Brown S (1993) Management of tropical soils as sinks or sources of atmospheric carbon. Plant Soil 149:27–41

    Article  CAS  Google Scholar 

  • Mann LK (1986) Changes in soil carbon storage after cultivation. Soil Sci 142(5):279–288

    Article  CAS  Google Scholar 

  • McCarty WG, Reeves BJ III, Yost R, Doraiswamy CP, Doumbia M (2010) Evaluation of methods for measuring soil organic carbon in West African soils. Afr J Agric Res 5(16):2169–2177

    Google Scholar 

  • McDonagh JF, Birch T, Magi J (2001) Soil organic matter decline and compositional change associated with cereal cropping in Southern Tanzania. Land Degrad Dev 12:13–26

    Article  Google Scholar 

  • MINAGRI (2008) A revised tea strategy for Rwanda: transforming Rwanda’s tea industry. Available from www.minagri.gov.rw/…/revised-tea-strategy-rwanda-2008-transfoming-Rwanda’s-tae-industry. Accesses 10 Aug 2012

  • Minasny B, Sulaeman Y, McBratney AB (2010) Is soil carbon disappearing? The dynamics of soil organic carbon in Java. Glob Change Biol 17:1917–1924

    Article  Google Scholar 

  • Murty D, Kirschbaum MUF, Mcgilvray H (2002) Does conversion of forest to agricultural land change soil carbon and nitrogen? A review of the literature. Glob Change Biol 8:105–123

    Article  Google Scholar 

  • Nsabimana D (2009) Carbon stock and fluxes in Nyungwe forest and Ruhande Arboretum in Rwanda. Ph.D. Thesis, University of Gothenburg, Sweden

  • Nye PH, Greenland DJ (1960) The soil under shifting cultivation. Technical communication no. 51. Commonwealth Bureau of Soils, Harpenden

  • Okalebo JR, Gathua KW, Woomer PL (2002) Laboratory methods of soil and plant analysis: a working manual of soil. TSBF/UNESCO/ROSTA, Nairobi

    Google Scholar 

  • Phelps J, Webb EL, Agrawal A (2010) Does REDD+ threaten to recentralize forest governance? Science 328:312–313

    Article  CAS  PubMed  Google Scholar 

  • Poels RLH (1989) Nutrient input and output in undisturbed and silviculturally treated tropical rain forest in Suriname. Neth J Agric Sci 37:383–386

    Google Scholar 

  • Powers JS (2004) Changes in soil carbon and nitrogen after contrasting land-use transitions in Northeastern Costa Rica. Ecosystems 7:134–146

    Article  CAS  Google Scholar 

  • Powers JS, Corre MD, Twine TE, Veldkamp E (2011) Geographic bias of field observations of soil carbon stocks with tropical land-use changes precludes spatial extrapolation. Proc Natl Acad Sci 108:6318–6322

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Price JC (1987) Special issue on radiometric calibration of satellite data. Remote Sens Environ 22:1–158

    Article  Google Scholar 

  • Ramankutty N, Gibbs HK, Achard F, Defries R, Foley JA, Houghton RA (2007) Challenges to estimating carbon emissions from tropical deforestation. Glob Change Biol 13:51–66

    Article  Google Scholar 

  • R Development Core Team (2012) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. http://www.R-project.org/. Accesses 12 Aug 2012

  • Rhoades CC, Eckert GE, Coleman DC (2000) Soil carbon differences among forest, agriculture, and secondary vegetation in lower montane Ecuador. Ecol Appl 10:497–505

    Article  Google Scholar 

  • Richter R (1997) Correction of atmospheric and topographic effects for high spatial resolution satellite imagery. Int J Remote Sens 18:1099–1111

    Article  Google Scholar 

  • Sanchez PA (1976) Properties and management of soils in the tropics. Wiley, New York

    Google Scholar 

  • Schlesinger WG (1986) Changes in soil carbon storage and associated properties with disturbance and recovery. In: Trabalka JR, Reichle DE (eds) The changing carbon cycle: a global analysis. Springer, New York, pp 194–220

    Chapter  Google Scholar 

  • Schnitzer M (1991) Soil organic matter—the next 75 years. Soil Sci 151:41–58

    Article  Google Scholar 

  • Schumacher BA (2002) Methods for the determination of total organic carbon (TOC) in soils and sediments: Las Vegas, United States Environmental Protection Agency

  • Six J, Elliott ET, Paustian K (1999) Aggregate and soil organic matter dynamics under conventional and no-tillage systems. Soil Sci Soc Am J 63:1350–1358

    Article  CAS  Google Scholar 

  • Sleutel S, De Neve S, Singier B, Hofman G (2007) Quantification of organic carbon in soils: a comparison of methodologies and assessment of the carbon content of organic matter. Commun Soil Sci Plant Anal 38:2647–2657

    Article  CAS  Google Scholar 

  • Smaling EMA, Stoorvogel JJ, Windmeijer PN (1993) Calculating soil nutrient balances in Africa at different scales. II. District scale. Fertil Res 35:237–250

    Article  CAS  Google Scholar 

  • Smaling EMA, Lesschen JP, van Beek CL, de Jager A, Stoorvogel JJ, Batjes NH, Fresco LO (2012) Where do we stand, twenty years after the assessment of soil nutrient balances in Sub-Saharan Africa? In: Lal R, Stewart BA (eds) World soil resources and food security. CRC Press, Boca Raton

    Google Scholar 

  • Solomon D, Lehmann J, Zech W (2000) Land use effects on soil organic matter properties of chromic Luvisols in semi-arid Northern Tanzania: carbon, nitrogen, lignin and carbohydrates. Agric Ecosyst Environ 78:203–213

    Article  CAS  Google Scholar 

  • Stoorvogel JJ, Smaling EMA, Janssen BH (1993) Calculating soil nutrient balances in Africa at different scales. I. Supra-national scale. Fertil Res 35:27–235

    Google Scholar 

  • Stoorvogel JJ, Janssen BH, van Breemen N (1997) The nutrient budgets of a watershed and its forest ecosystems in the Taï National Park in Côte d’Ivoire. Biogeochemistry 37:159–172

    Article  CAS  Google Scholar 

  • Su ZY, Xiong YM, Zhu JY, Ye YC, Ye M (2006) Soil organic carbon content and distribution in a small landscape of Dongguan, South China. Pedosphere 16:10–17

    Article  CAS  Google Scholar 

  • Tornquist CG, Giasson E, Mielniczuk J, Cerri CEP, Bernoux M (2009) Soil organic carbon stocks of Rio Grande do Sul, Brazil. Soil Sci Soc Am 73:975–982

    Article  CAS  Google Scholar 

  • Vågen T, Winowiecki AL (2013) Mapping of soil organic carbon stocks for spatially explicit assessments of climate change mitigation potential. Environ Res Lett 8:015011

    Article  Google Scholar 

  • Vagen TG, Lal R, Singh BR (2005) Soil carbon sequestration in Sub-Saharan Africa: a review. Land Degrad Dev 16:53–71

    Article  Google Scholar 

  • Van der Werf GR, Morton DC, Defries RS, Olivier JGJ, Kasibhatla PS, Jackson RB, Collatz GJ, Randerson JT (2009) CO2 emissions from forest loss. Nat Geosci 2:737–738

    Article  Google Scholar 

  • Van Reeuwijk LP (2006) Procedures for soil analysis. 7th edition. Technical Report 9. ISRIC—World Soil Information. Wageningen, Netherlands

  • Verburg PH, Neumann K, Nol L (2011) Challenges in using land use and land cover data for global change studies. Glob Change Biol 17:974–989

    Article  Google Scholar 

  • Verdoodt A, Van Ranst E (2003) Land evaluation for agricultural production in the tropics: a large-scale land suitability classification for Rwanda. Universiteit Gent, Belgium

    Google Scholar 

  • Verdoodt A, Van Ranst E (2006) The soil information system of Rwanda: a useful tool to identify guidelines towards sustainable land management. Afrika Focus 19(1–2):69–92

    Google Scholar 

  • Verdoodt A, Baert G, Van Ranst E (2010) Baseline organic carbon stocks of Rwandan top soils. 19th World Congress of soil science, soil solutions for a changing world 1–6 August 2010, Brisbane, Australia

  • Wang J, Fu B, Qiu Y, Chen L (2001) Soil nutrients in relation to land use and landscape positions in the semi-arid small catchments on the loess plateau in China. J Arid Environ 48:537–550

    Article  Google Scholar 

  • Wasige EJ, Groen TA, Smaling EMA, Jetten V (2013) Monitoring basin-scale land cover changes in Kagera Basin of Lake Victoria using ancillary data and remote sensing. Int J Appl Earth Obs Geoinf 21:32–42

    Article  Google Scholar 

  • Wasige EJ, Groen T, Smaling EMA, Jetten V (2014) Soil fertility and nutrient balances of low input land use systems of South-West Rwanda, Upstream of Lake Victoria Basin. J Agric Ecosyst Environ (under review)

  • Yemefack M, Rossiter DG, Jetten VG (2006) Empirical modelling of soil dynamics along a chronosequence of shifting cultivation systems in southern Cameroon. Geoderma 133(3–4):380–397

    Article  CAS  Google Scholar 

  • Young A (1997) Agroforestry for soil management. CAB International, Wallingford

    Google Scholar 

  • Ziegler AD, Phelps J, Yuen JQ, Webb EL, Lawrence D, Fox JM, Bruun TB, Leiszk SJ, Ryan CM, Dressler W, Mertz O, Pascual U, Padochkk C, Koh LP (2012) Carbon outcomes of major land-cover transitions in SE Asia: great uncertainties and REDD+ policy implications. Glob Change Biol 18(10):3087–3099

    Article  Google Scholar 

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Acknowledgments

The authors would like to thank Mr. Safari Patrick of Ministry of Environment and Lands (MINELA), Rwanda and CGIS -NUR for field support, all the farmers in Rukarara watershed for their collaboration, and we want to acknowledge Boudewijn de Smeth and Frank van Ruitenbeel for assistance in the laboratory measurements of SOM and David Rossiter for assistance in statistical analyses.

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Wasige, J.E., Groen, T.A., Rwamukwaya, B.M. et al. Contemporary land use/land cover types determine soil organic carbon stocks in south-west Rwanda. Nutr Cycl Agroecosyst 100, 19–33 (2014). https://doi.org/10.1007/s10705-014-9623-z

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