Geostatistical Variability of Nitrogen Content, pH, and Carbon Stock in the Soils of the Sudan-Guinea and Guinea Zones of Benin: A Kriging Approach — Oak Academic Publishing
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Geostatistical Variability of Nitrogen Content, pH, and Carbon Stock in the Soils of the Sudan-Guinea and Guinea Zones of Benin: A Kriging Approach
National Institute of Agricultural Research of Benin (INRAB), Cotonou, Benin
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Department of Environmental Engineering, Ecole Polytechnique d’Abomey-Calavi (EPAC), University of Abomey-Calavi, Abomey-Calavi, Benin
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Laboratory of Analysis and Research on Soil, Health, Water and Environment, National Institute of Agricultural Research of Benin (LAR-SEE/INRAB), Cotonou, Benin
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Laboratory of Bioengineering of Food Processes (LABIOPA), Faculty of Agronomic Sciences (FSA), University of Abomey-Calavi, Cotonou, Benin
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Laboratory of Biomathematics and Forest Estimations (LABEF), Faculty of Agronomic Sciences (FSA), University of Abomey-Calavi (UAC), Abomey-Calavi, Benin
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Department of Environmental Engineering, Ecole Polytechnique d’Abomey-Calavi (EPAC), University of Abomey-Calavi, Abomey-Calavi, Benin
1 National Institute of Agricultural Research of Benin (INRAB), Cotonou, Benin
2 Department of Environmental Engineering, Ecole Polytechnique d’Abomey-Calavi (EPAC), University of Abomey-Calavi, Abomey-Calavi, Benin
3 Laboratory of Analysis and Research on Soil, Health, Water and Environment, National Institute of Agricultural Research of Benin (LAR-SEE/INRAB), Cotonou, Benin
4 Laboratory of Bioengineering of Food Processes (LABIOPA), Faculty of Agronomic Sciences (FSA), University of Abomey-Calavi, Cotonou, Benin
5 Laboratory of Biomathematics and Forest Estimations (LABEF), Faculty of Agronomic Sciences (FSA), University of Abomey-Calavi (UAC), Abomey-Calavi, Benin
6 Department of Environmental Engineering, Ecole Polytechnique d’Abomey-Calavi (EPAC), University of Abomey-Calavi, Abomey-Calavi, Benin
Soil fertility is a determining factor for agricultural productivity and food security. This study aims to map the spatial variability of soil fertility parameters (nitrogen, pH, and carbon) in the Sudan-Guinea and Guinea zones of Benin using geostatistical approaches. To achieve this objective, fifty-two (52) soil samples were collected using a stratified random sampling design and analyzed at the Soil, Water and Environmental Science Laboratory (LSSEE) of the Agricultural Research Center based in Agonkanmey, Abomey-Calavi. Total nitrogen, organic carbon content, and water pH were determined using conventional methods. Four kriging methods (simple, ordinary, universal, and indicator) were compared after fitting three variogram models (spherical, Gaussian, and exponential). The results reveal that the spherical model provided the best fit to the data for nitrogen, pH, and carbon. Indicator kriging proved optimal for nitrogen (RMSE = 0.47), simple kriging for pH (RMSE = 0.40), and ordinary kriging for carbon (RMSE = 0.41). Spatial analysis indicates low nitrogen content (0.08% ± 0.03%), slightly acidic pH (6.63 ± 0.22), and carbon content (0.79% ± 0.17%). The carbon stock was estimated at 1.62 t∙C∙ha − 1 , revealing a moderate sequestration potential. These results provide a scientific basis for differentiated soil fertility management in these agro-ecological zones.
Igue, A.M., Saidou, A., Adjanohoun, A., Ezui, G., Attiogbe, P., Kpagbin, G., et al . (2013) Evaluation of Soil Fertility in Southern and Central Benin. International Journal of Biological and Chemical Sciences , 7, 352-366. (In French)
Heidy, C.M. (2014) Soil Fertility Management in Tropical Ecosystems. Journal of Sustainable Agriculture , 38, 512-530.
FAO (2002) World Agriculture: Towards 2015/2030. Food and Agriculture Organization of the United Nations.
Malek, E., McCurdy, G. and Giles, B. (2007) Geostatistical Analysis of Soil Nutrients in Precision Agriculture. Agronomy Journal , 99, 1213-1221.
Cissé, L. (2014) Integrated Management of Soil Fertility in West Africa. QUAE Editions 2014. (In French)
Hassan, M., Amine, A. and Bijan, G. (2013) Application of Geostatistical Methods for Determining Nitrate Concentrations in Groundwater. International Journal of Agriculture and Crop Sciences , 5, 2291-2297.
Sağlam, M., Dengiz, O. and Türkmen, F. (2011) Spatial Variability of Soil Properties and Nutrient Status in Apple Orchards. Journal of Agricultural Sciences , 17, 113-123.
Nayanaka, V.G.D., Vitharana, W.A.U. and Mapa, R.B. (2011) Geostatistical Analysis of Soil Properties to Support Spatial Sampling in a Paddy Growing Alfisol. Tropical Agricultural Research , 22, 34-44. https://doi.org/10.4038/tar.v22i1.2668
Azontonde, H., Igue, A. and Dagbenonbakin, G. (2017) Soil Fertility Map of Benin. Tech. Rep. Institutional Report, INRAB. (In French)
Warrick, A.W. and Myers, D.E. (1986) Optimization of Sampling Locations for Variogram Calculations. Water Resources Research , 22, 1251-1258.
Rodríguez-Lizana, A., Carbonell, R., González, P. and Ordóñez, R. (2017) Geostatistical Analysis of Soil Properties in Precision Agriculture: A Review. Spanish Journal of Agricultural Research , 15, e01R01.
Cressie, N.A.C. (1993) Statistics for Spatial Data. Wiley. https://doi.org/10.1002/9781119115151
Vihotogbé, R., Glèlè Kakaï, R., Bongers, F., van Andel, T., van den Berg, R.G., Sinsin, B. and Sosef, M.S.M. (2014) Impacts of the Diversity of Traditional Uses and Potential Economic Value on Food Tree Species in Benin (West Africa). Economic Botany , 68, 297-313.
Rakoto, H., Ratsimbazafy, T. and Ramaroson, V. (2022) Geostatistical Analysis of Groundwater Quality in Madagascar. Journal of African Earth Sciences , 185, Article ID: 104398.
Elariri, F. and Yousfi, N. (2017) Spatial Interpolation of Rainfall in Arid Regions Using Geostatistical Approaches. Journal of Arid Environments , 145, 45-55.
Bobbia, M., Jougnot, D. and Delay, F. (2008) Geostatistical Analysis of Atmospheric Pollutants: Application to PM10 Data. Atmospheric Environment , 42, 5071-5080.
FAO (1998) World Reference Base for Soil Resources. World Soil Resources Report 84. Food and Agriculture Organization of the United Nations.
Natta, A.K. (2003) Ecological Assessment of Riparian Forests in Benin: Phytodiversity, Phytosociology and Spatial Distribution of Tree Species. PhD Thesis, Wageningen University.
Assogbadjo, A.E. (2007) Diversity and Valorization of Spontaneous Fruit Tree Species in Benin. PhD Thesis, University of Abomey-Calavi. (In French)
Adomou, A.C. (2005) Vegetation Patterns and Environmental Gradients in Benin: Implications for Biogeography and Conservation. PhD Thesis, Wageningen University. (In French)
Tran, V.A. (1978) Soil Analysis Methods. Laboratory Manual. Laboratory of Soil, Water and Environmental Sciences, CRA. (In French)
Bremner, J.M. (1996) Nitrogen-Total. In: Methods of Soil Analysis , Part 3. Chemical Methods . SSSA Book Series No . 5, Soil Science Society of America and American Society of Agronomy, 1085-1121.
Nelson, D.W. and Sommers, L.E. (1996) Total Carbon, Organic Carbon, and Organic Matter. In: Methods of Soil Analysis , Part 3. Chemical Methods . SSSA Book Series No . 5, Soil Science Society of America and American Society of Agronomy, 961-1010.
McLean, E.O. (1982) Soil pH and Lime Requirement. In: Methods of Soil Analysis , Part 2. Chemical and Microbiological Properties , American Society of Agronomy and Soil Science Society of America, 199-224.
Brady, N.C. and Weil, R.R. (2008) The Nature and Properties of Soils. 14th Edition, Pearson Education.
Belkacem, S., Nys, C. and Decroux, J. (1998) Guide pour la description des sols. INRA Editions.
Cerri, C.E.P., Easter, M., Paustian, K., Killian, K., Coleman, K., Bernoux, M., et al . (2007) Predicted Soil Organic Carbon Stocks and Changes in the Brazilian Amazon between 2000 and 2030. Agriculture , Ecosystems & Environment , 122, 58-72.
Evans, C.V., Franzmeier, D.P. and Lee, B.D. (2001) Soil Organic Carbon and Nitrogen in Mine Soils. In: Lal, R., Kimble, J.M., Follett, R.F. and Stewart, B.A., Eds., Assessment Methods for Soil Carbon , Lewis Publishers, 579-591.
Peng, C., Apps, M.J., Price, D.T., Nalder, I.A. and Halliwell, D.H. (2000) Simulating Carbon Dynamics along the Boreal Forest Transect Case Study (BFTCS) in Central Canada. Global Biogeochemical Cycles , 14, 431-454.
IPCC (2003) Good Practice Guidance for Land Use, Land-Use Change and Forestry. Institute for Global Environmental Strategies.
Blake, G.R. and Hartge, K.H. (1986) Bulk Density. In: Klute, A., Ed., Methods of Soil Analysis : Part 1- Physical and Mineralogical Methods , 2nd Edition, ASA-SSSA, 363-375.
Post, W.M. and Kwon, K.C. (2000) Soil Carbon Sequestration and Land-Use Change: Processes and Potential. Global Change Biology , 6, 317-327. https://doi.org/10.1046/j.1365-2486.2000.00308.x
Rahal, N., Al-Ansari, N. and Al-Suhail, Q. (2015) Characterization of Spatial Variability of Some Physiochemical Soil Properties of Mesopotamian Plain Soils. Euro - pean Journal of Agriculture and Forestry Research , 3, 1-16.
Goovaerts, P. (1997) Geostatistics for Natural Resources Evaluation. Oxford University Press.
Bohling, G. (2005) Introduction to Geostatistics and Variogram Analysis. Kansas Geological Survey. Open File Report 2005-19. https://www.iicseonline.org/Numerical_Methods_and_Geostatistics_1.pdf
Fereydoon, S., Afshin, G. and Majid, R. (2010) Comparison of Different Geostatistical Methods for Spatial Mapping of Groundwater Quality. Australian Journal of Basic and Applied Sciences , 4, 3570-3577.
Qingmin, M., Baolin, L. and Xiaobing, L. (2013) Comparison of Spatial Interpolation Methods for Soil Moisture in Arid Regions. Environmental Earth Sciences , 70, 2261-2270.
Arun, P.V. (2013) A Comparative Analysis of Different DEM Interpolation Methods. The Egyptian Journal of Remote Sensing and Space Science , 16, 133-139. https://doi.org/10.1016/j.ejrs.2013.09.001
Gongnet, E.E. (2017) Empirical Assessment of Different Kriging Methods in Soil Data Analysis. Master’s Thesis, Faculty of Agricultural Sciences, University of Abomey-Calavi, 70 p.
Goovaerts, P. (1999) Geostatistics in Soil Science: State-of-the-Art and Perspectives. Geoderma , 89, 1-45. https://doi.org/10.1016/s0016-7061(98)00078-0
Webster, R. and Oliver, M.A. (2007) Geostatistics for Environmental Scientists. 2nd Edition, John Wiley & Sons. https://doi.org/10.1002/9780470517277
Journel, A.G. and Huijbregts, C.J. (1978) Mining Geostatistics. Academic Press.
Sluiter, R. (2009) Interpolation Methods for Climate Data: Literature Review. Tech. Rep. KNMI Intern Rapport, IR 2009-04. Royal Netherlands Meteorological Institute, 49 p. https://cdn.knmi.nl/knmi/pdf/bibliotheek/knmipubIR/IR2009-04.pdf
Yao, X., Fu, B., Lü, Y., Sun, F., Wang, S. and Liu, M. (2012) Comparison of Four Spatial Interpolation Methods for Estimating Soil Moisture in a Complex Terrain Catchment. PLOS ONE , 7, e54660.
Eric, M., Nouri, M. and Hocine, H. (2012) Comparison of Geostatistical Methods for Mapping Groundwater Quality in Arid Regions. Journal of Water Resource and Protection , 4, 828-835.
Ehnon, M.F. (2017) Application of Geostatistical Methods to the Study of Spatial Variability of Soil Properties in Tropical Areas. Ph.D. Thesis, University of Abomey-Calavi. (In French)
Minasny, B., Malone, B.P., McBratney, A.B., Angers, D.A., Arrouays, D., Chambers, A., et al . (2017) Soil Carbon 4 per Mille. Geoderma , 292, 59-86. https://doi.org/10.1016/j.geoderma.2017.01.002