Understanding the variability of physico-chemical properties of soil along a toposequence is essential for smallholder farming communities. However, these resource constraint farmers in Ghana’s Moist Semi-Deciduous Forest (MSDF) zone poorly understand how slope positions affect soil properties. Therefore, soil variability assessment along a toposequence was carried out on Bekwai-Nzima/Oda compound association. From the summit to valley bottom slope positions, soil samples were taken at two depths (0 - 20 and 20 - 50 cm). As shown by the coefficient of variation, topsoil (0 - 20 cm) had the highest variation compared to the subsoil (20 - 50 cm). The variations observed in most soil attributes (clay, silt, pH, CEC, SOC and TN) for the 0 to 20 and 20 to 50 cm depths were between eroded (summit and upper slopes) and depositional (lower slope and valley bottom) zones. The highly variable soil attributes were silt, TN, Av. P, and Av. K. However, bulk density and sand were the least variable irrespective of soil depth or toposequence. Pearson correlation analysis indicated a significant correlation (p < 0.05) between most soil attributes at the 0 - 20 and 20 - 50 cm depths at different slope positions. Principal component (PC) analysis indicated that the first four PCs explained more than 80% and 70% of the total variation for the 0 - 20 and 20 - 50 cm soil depths, respectively. Statistically, our results revealed a significant effect of slope position on soil properties (p < 0.05) and topography influenced soil characteristics and development. Soil pH, sand, silt and clay contents were less affected by slope gradient, which confirms the inherent nature of these highly weathered tropical soils. The findings of this study can serve as a reference for the formulation of soil management strategies for smallholder farm communities.
References
[1]
Bationo, A., Fening, J.O. and Kwaw, A. (2018) Assessment of Soil Fertility Status and Integrated Soil Fertility Management in Ghana. In: Bationo, A., Ngaradoum, D., Youl, S., Lompo, F. and Fening, J., Eds., Improving the Profitability, Sustainability and Efficiency of Nutrients through Site Specific Fertilizer Recommendations in West Africa Agro-Ecosystems, Springer, Cham, 93-138. https://doi.org/10.1007/978-3-319-58789-9_7
[2]
Robinson, D.A., Panagos, P., Borrelli, P., Jones, A., Montanarella, L., Tye, A. and Obst, C.G. (2017) Soil Natural Capital in Europe; a Framework for State and Change Assessment. Scientific Reports, 7, Article No. 6706. https://doi.org/10.1038/s41598-017-06819-3
[3]
Asiamah, R.D. (2008) Soil Resources in Ghana. Synthesis of Soil, Water and Nutrient Management Research in the Volta Basin. Ecomedia Ltd., Nairobi, 25-41.
[4]
Dominati, E., Patterson, M. and Mackay, A. (2010) A Framework for Classifying and Quantifying the Natural Capital and Ecosystem Services of Soils. Ecological Economics, 69, 1858-1868. https://doi.org/10.1016/j.ecolecon.2010.05.002
[5]
Khan, F., Hayat, Z., Ahmad, W., Ramzan, M., Shah, Z., Sharif, M. and Hanif, M. (2013) Effect of Slope Position on Physico-Chemical Properties of Eroded Soil. Soil & Environment, 32, 22-28.
[6]
Awoonor, J.K. (2019) Soil Quality Assessment for Sustainable Land Use and Maize Production in the Forest-Savannah Transition Zone of Ghana. Unpublished MPhil. Thesis, CSIR College of Science and Technology, Kumasi Campus.
[7]
Umali, B.P., Oliver, D.P., Forrester, S., Chittleborough, D.J., Hutson, J.L., Kookana, R.S. and Ostendorf, B. (2012) The Effect of Terrain and Management on the Spatial Variability of Soil Properties in an Apple Orchard. Catena, 93, 38-48. https://doi.org/10.1016/j.catena.2012.01.010
[8]
Fenta, A.A., Yasuda, H., Shimizu, K., Haregeweyn, N., Kawai, T., Sultan, D. and Belay, A.S. (2017) Spatial Distribution and Temporal Trends of Rainfall and Erosivity in the Eastern Africa Region. Hydrological Processes, 31, 4555-4567. https://doi.org/10.1002/hyp.11378
[9]
Kassawmar, T., Zeleke, G., Bantider, A., Gessesse, G.D. and Abraha, L. (2018) A Synoptic Land Change Assessment of Ethiopia’s Rainfed Agricultural Area for Evidence-Based Agricultural Ecosystem Management. Heliyon, 4, e00914. https://doi.org/10.1016/j.heliyon.2018.e00914
[10]
Adu, S.V. (1992) Soils of the Kumasi Region, Ghana. Memoir No. 8, SRI, Kumasi.
[11]
Berhanu, B., Melesse, A.M. and Seleshi, Y. (2013) GIS-based Hydrological Zones and Soil Geo-Database of Ethiopia. Catena, 104, 21-31. https://doi.org/10.1016/j.catena.2012.12.007
[12]
Mora, J.L., Guerra, J.A., Armas-Herrera, C.M., Arbelo, C.D. and Rodríguez-Rodríguez, A. (2014) Storage and Depth Distribution of Organic Carbon in Volcanic Soils as Affected by Environmental and Pedological Factors. Catena, 123, 163-175. https://doi.org/10.1016/j.catena.2014.08.004
[13]
Liu, R., Pan, Y., Bao, H., Liang, S., Jiang, Y., Tu, H. and Huang, W. (2020) Variations in Soil Physico-Chemical Properties along Slope Position Gradient in Secondary Vegetation of the Hilly Region, Guilin, Southwest China. Sustainability, 12, 1303. https://doi.org/10.3390/su12041303
[14]
Dobermann, A., Goovaerts, P. and George, T. (1995) Sources of Soil Variation in an Acid Ultisol of the Philippines. Geoderma, 68, 173-191. https://doi.org/10.1016/0016-7061(95)00035-M
[15]
Sun, W., Zhu, H. and Guo, S. (2015) Soil Organic Carbon as a Function of Land Use and Topography on the Loess Plateau of China. Ecological Engineering, 83, 249-257. https://doi.org/10.1016/j.ecoleng.2015.06.030
[16]
Begum, F., Bajracharya, R.M., Sharma, S. and Sitaula, B.K. (2010) Influence of Slope Aspect on Soil Physico-Chemical and Biological Properties in the Mid Hills of Central Nepal. International Journal of Sustainable Development and World Ecology, 17, 438-443. https://doi.org/10.1080/13504509.2010.499034
[17]
Wang, J., Wang, H., Cao, Y., Bai, Z. and Qin, Q. (2016) Effects of Soil and Topographic Factors on Vegetation Restoration in Opencast Coal Mine Dumps Located in a Loess Area. Scientific Reports, 6, Article No. 22058. https://doi.org/10.1038/srep22058
[18]
Arnhold, S., Otieno, D., Onyango, J., Koellner, T., Huwe, B. and Tenhunen, J. (2015) Soil Properties along a Gradient from Hillslopes to the Savanna Plains in the Lambwe Valley, Kenya. Soil and Tillage Research, 154, 75-83. https://doi.org/10.1016/j.still.2015.06.021
[19]
Takoutsing, B., Weber, J.C., Tchoundjeu, Z. and Shepherd, K. (2016) Soil Chemical Properties Dynamics as Affected by Land Use Change in the Humid Forest Zone of Cameroon. Agroforestry Systems, 90, 1089-1102. https://doi.org/10.1007/s10457-015-9885-8
[20]
Hook, P.B. and Burke, I.C. (2000) Biogeochemistry in a Shortgrass Landscape: Control by Topography, Soil Texture, and Microclimate. Ecology, 81, 2686-2703. https://doi.org/10.1890/0012-9658(2000)081[2686:BIASLC]2.0.CO;2
[21]
Doetterl, S., Six, J., Van Wesemael, B. and Van Oost, K. (2012) Carbon Cycling in Eroding Landscapes: Geomorphic Controls on Soil Organic C Pool Composition and C Stabilization. Global Change Biology, 18, 2218-2232. https://doi.org/10.1111/j.1365-2486.2012.02680.x
[22]
Doetterl, S., Stevens, A., Six, J., Merckx, R., Van Oost, K., Pinto, M.C. and Boeckx, P. (2015). Soil Carbon Storage Controlled by Interactions between Geochemistry and Climate. Nature Geoscience, 8, 780-783. https://doi.org/10.1038/ngeo2516
[23]
Wilding, L. and Drees, L.R. (1983) Spatial Variability and Pedology. In: Developments in Soil Science, Elsevier, Amsterdam, 83-116. https://doi.org/10.1016/S0166-2481(08)70599-3
[24]
Wilding, L.P. (1985) Spatial Variability: Its Documentation, Accommodation and Implication to Soil Surveys. Soil Spatial Variability Proceedings of a Workshop of the ISSS and the SSA, Las Vegas, 30 November-1 December 1984, 166-187.
[25]
Adhikari, P., Shukla, M.K. and Mexal, J.G. (2012) Spatial Variability of Soil Properties in an Arid Ecosystem Irrigated with Treated Municipal and Industrial Wastewater. Soil science, 177, 458-469. https://doi.org/10.1097/SS.0b013e318257c331
[26]
Obalum, S.E., Oppong, J., Igwe, C.A., Watanabe, Y. and Obi, M.E. (2013) Spatial Variability of Uncultivated Soils in Derived Savanna. International Agrophysics, 27, 57-67. https://doi.org/10.2478/v10247-012-0068-9
[27]
Pierson, F.B. and Mulla, D.J. (1990) Aggregate Stability in the Palouse Region of Washington: Effect of Landscape Position. Soil Science Society of America Journal, 54, 1407-1412. https://doi.org/10.2136/sssaj1990.03615995005400050033x
[28]
Tsui, C.C., Chen, Z.S. and Hsieh, C.F. (2004) Relationships between Soil Properties and Slope Position in a Lowland Rain Forest of Southern Taiwan. Geoderma, 123, 131-142. https://doi.org/10.1016/j.geoderma.2004.01.031
[29]
Rezaei, H., Jafarzadeh, A.A., Alijanpour, A., Shahbazi, F. and Kamran, K.V. (2015) Effect of Slope Position on Soil Properties and Types along an Elevation Gradient of Arasbaran Forest, Iran. International Journal on Advanced Science, Engineering and Information Technology, 5, 449-456. https://doi.org/10.18517/ijaseit.5.6.589
[30]
Wang, Z., Doetterl, S., Vanclooster, M., van Wesemael, B. and Van Oost, K. (2015) Constraining a Coupled Erosion and Soil Organic Carbon Model Using Hillslope-Scale Patterns of Carbon Stocks and Pool Composition. Journal of Geophysical Research: Biogeosciences, 120, 452-465. https://doi.org/10.1002/2014JG002768
[31]
Moorman, T.B., Cambardella, C.A., James, D.E., Karlen, D.L. and Kramer, L.A. (2004) Quantification of Tillage and Landscape Effects on Soil Carbon in Small Iowa Watersheds. Soil and Tillage Research, 78, 225-236. https://doi.org/10.1016/j.still.2004.02.014
[32]
Moormann, F.R. (1981) Representative Toposequences of Soils in Southern Nigeria, and Their Pedology. In: Greenland, D.J., Ed., Characterization of Soils, Oxford University, New York.
[33]
Okusami, T.A., Rust, R.H. and Juo, A.S.R. (1985) Characteristics and Classification of Some Soils Formed on Post-Cretaceous Sediments in Southern Nigeria. Soil Science, 140, 110-119. https://doi.org/10.1097/00010694-198508000-00006
[34]
Ogunkunle, A.O. (1989) Topographic Location, Soil Characteristics and Classification in Three Bio-Geological Locations in Mid-Western Nigeria. Malaysian Journal of Tropical Geography, 19, 22-32.
[35]
Olusegun, A.J. (2015) Soil-Toposequence Relationships in Alfisol of South Western Nigeria. Journal of Global Biosciences, 4, 2763-2775.
Gisilanbe, S.A., Philip, H.J., Solomon, R.I. and Okorie, E.E. (2017) Variation in Soil Physical and Chemical Properties as Affected by Three Slope Positions and Their Management Implications in Ganye, North-Eastern Nigeria. Asian Journal of Soil Science and Plant Nutrition, 2, 1-13. https://doi.org/10.9734/AJSSPN/2017/39047
[38]
Nielsen, D.R. and Wendroth, O. (2003) Spatial and Temporal Statistics: Sampling Field Soils and Their Vegetation. Catena Verlag. https://www.schweizerbart.de/publications/detail/isbn/9783510653881/Nielsen_Wendroth_Spatial_and_Temporal_S
[39]
Costigan, P.A., Greenwood, D.J. and McBurney, T. (1983) Variation in Yield between Two Similar Sandy Loam Soils. I. Description of Soils and Measurement of Yield Differences. Journal of Soil Science, 34, 621-637. https://doi.org/10.1111/j.1365-2389.1983.tb01059.x
[40]
Dahiya, I.S., Richter, J. and Malik, R.S. (1984) Soil Spatial Variability: A Review. International Journal of Tropical Agriculture, 2, 1-102.
[41]
Cassel, D.K. (1983). Spatial and Temporal Variability of Soil Physical Properties Following Tillage of Norfolk Loamy Sand. Soil Science Society of America Journal, 47, 196-201. https://doi.org/10.2136/sssaj1983.03615995004700020004x
[42]
Ogunkunle, A.O. and Ataga, D.O. (1985) Further Investigation into Soil Heterogeneity and Sampling Procedures under Oil Palm. Soil Heterogeneity and Sampling under Oil Palm. Journal of the Nigerian Institute for Oil Palm Research, 7, 40-55.
[43]
Jury, W.A. (1986) Spatial Variability of Soil Properties. In: Hern, S.C. and Melancon, S.M., Eds., Vadose Zone Modeling of Organic Pollutants, Lewis Publishers, Inc., Chelsea, MI, 245-269.
[44]
Jury, W., Russo, D., Sposito, G. and Elabd, H. (1987) The Spatial Variability of Water and Solute Transport Properties in Unsaturated Soil: I. Analysis of Property Variation and Spatial Structure with Statistical Models. Hilgardia, 55, 1-32. https://doi.org/10.3733/hilg.v55n04p056
[45]
Beven, K.J., Henderson, D.E. and Reeves, A.D. (1993) Dispersion Parameters for Undisturbed Partially Saturated Soil. Journal of Hydrology, 143, 19-43. https://doi.org/10.1016/0022-1694(93)90087-P
[46]
Wollenhaupt, N.C., Mulla, D.J. and Gotway Crawford, C.A. (1997) Soil Sampling and Interpolation Techniques for Mapping Spatial Variability of Soil Properties. In: Pierce, F.J. and Sadler, E.J., Ed., The State of Site Specific Management for Agriculture, ASA, CSSA, and SSSA, Madison, WI, 19-53. https://doi.org/10.2134/1997.stateofsitespecific.c2
[47]
Owusu-Bennoah, E., Awadzi, T.W., Boateng, E., Krogh, L., Breuning-Madsen, H. and Borggaard, O.K. (2000) Soil Properties of a Toposequence in the Moist Semi-Deciduous Forest Zone of Ghana. West African Journal of Applied Ecology, 1, 1-10. https://doi.org/10.4314/wajae.v1i1.40565
[48]
Lal, R. (1994) Soil Erosion Research Methods. CRC Press, Boca Raton, FL.
[49]
Shukla, M.K., Lal, R. and Ebinger, M. (2006) Determining Soil Quality Indicators by Factor Analysis. Soil and Tillage Research, 87, 194-204. https://doi.org/10.1016/j.still.2005.03.011
[50]
Titilope, B. and Ade, J. (2011) Delineation of Management Zones by Classification of Soil Physico-Chemical Properties in the Northern Savanna of Nigeria. African Journal of Agricultural Research, 6, 1572-1579.
[51]
Garten Jr., C.T., Kang, S., Brice, D.J., Schadt, C.W. and Zhou, J. (2007) Variability in Soil Properties at Different Spatial Scales (1 m - 1 km) in a Deciduous Forest Ecosystem. Soil Biology and Biochemistry, 39, 2621-2627. https://doi.org/10.1016/j.soilbio.2007.04.033
[52]
Christensen, E. and Awadzi, T.W. (2000) Water Balance in a Moist Semi-Deciduous Forest of Ghana. West African Journal of Applied Ecology, 1, 11-22. https://doi.org/10.4314/wajae.v1i1.40566
[53]
Breuning-Madsen, H., Awadzi, T.W., Koch, C.B. and Borggaard, O.K. (2007) Characteristics and Genesis of Pisolitic Soil Layers in a Tropical Moist Semi-Deciduous Forest of Ghana. Geoderma, 141, 130-138. https://doi.org/10.1016/j.geoderma.2007.05.009
[54]
Adjei-Gyapong, T. and Asiamah, R.D. (2002) The Interim Ghana Soil Classification System and Its Relation with the World Reference Base for Soil Resources. Rapport sur les Ressources en Sols du Monde (FAO).
[55]
Schlüter, T. (2008) Geological Atlas of Africa. Springer-Verlag, Berlin, 307.
[56]
Wills, J.B. (1962) Agriculture and Land Use in Ghana. Oxford University Press, London.
[57]
Adu, S.V. and Mensah-Ansah, J.A. (1995) Soils of the Afram Basin, Ashanti and Eastern Regions, Ghana. Soil Research Institute.
[58]
Brammer, H. (1962) Soils of Ghana. In: Wills, B., Ed., Agriculture and Land Use in Ghana, Oxford University Press, London, 88-126.
[59]
Soil Survey Staff (2010) Soil Survey of Island of Hawaii Area, Hawaii. Natural Resources Conservation Service, USA.
[60]
International Union of Soil Science Working Group (IUSS) (2014) World Reference Base for Soil Resources. World Resource Report 103, FAO, Rome.
[61]
Van Wambeke, A. (1982) Calculated Soil Moisture and Temperature Regimes of Africa. Soil Management Support Service, 9.
[62]
Soil Survey Staff (2006) Keys to Soil Taxonomy. Natural Resources Conservation Service, United States Department of Agriculture.
[63]
NASA/USGS (2003) Africa Seasonal Land Cover Regions. In: Africa Land Cover Characteristics Data Base Version 2.0.
[64]
Tan, Z., Tieszen, L.L., Tachie-Obeng, E., Liu, S. and Dieye, A.M. (2009) Historical and Simulated Ecosystem Carbon Dynamics in Ghana: Land Use, Management, and Climate. Biogeosciences, 6, 45-58. https://doi.org/10.5194/bg-6-45-2009
[65]
Takoutsing, B., Martín, J.A.R., Weber, J.C., Shepherd, K., Sila, A. and Tondoh, J. (2017) Landscape Approach to Assess Key Soil Functional Properties in the Highlands of Cameroon: Repercussions of Spatial Relationships for Land Management Interventions. Journal of Geochemical Exploration, 178, 35-44. https://doi.org/10.1016/j.gexplo.2017.03.014
[66]
Vagen, T.G., Winowiecki, L.A., Walsh, M.G., Tamene, L. and Tondoh, J.E. (2010) Land Degradation Surveillance Framework (LSDF): Field Guide.
[67]
Dwomo, O. and Dedzoe, C.D. (2010) Oxisol (Ferralsol) Development in Two Agro-Ecological Zones of Ghana: A Preliminary Evaluation of Some Profiles. Journal of Science and Technology (Ghana), 30, 11-28. https://doi.org/10.4314/just.v30i2.60538
[68]
Thomas, G.W. (1996) Soil pH and Soil Acidity. In: Sparks, D.L., Page, A.L., Helmke, P.A., Loeppert, R.H., Soltanpour, P.N., Tabatabai, M.A., Johnston, C.T. and Sumner, M.E., Eds., Methods of Soil Analysis: Part 3 Chemical Methods, 5.3, Soil Science Society of America, Inc., American Society of Agronomy, Inc., Madison, WI, 475-490. https://doi.org/10.2136/sssabookser5.3.c16
[69]
Bremner, J.M. (1996) Nitrogen-Total. In: Sparks, D.L., Page, A.L., Helmke, P.A., Loeppert, R.H., Soltanpour, P.N., Tabatabai, M.A., Johnston, C.T. and Sumner, M.E., Eds., Methods of Soil Analysis: Part 3 Chemical Methods, 5.3, Soil Science Society of America, Inc., American Society of Agronomy, Inc., Madison, WI, 1085-1121. https://doi.org/10.2136/sssabookser5.3.c37
[70]
Blake, G.R. and Hartge, K.H. (1986) Bulk Density. In: Klute, A., Ed., Methods of Soil Analysis: Part 1 Physical and Mineralogical Methods, 5.1, 2nd Edition, American Society of Agronomy, Inc., Soil Science Society of America, Inc., Madison, WI, 363-375. https://doi.org/10.2136/sssabookser5.1.2ed.c13
[71]
Bray, R.H. and Kurtz, L.T. (1945) Determination of Total, Organic, and Available Forms of Phosphorus in Soils. Soil Science, 59, 39-46. https://doi.org/10.1097/00010694-194501000-00006
[72]
Thomas, G.W. (1983) Exchangeable Cations. In: Page, A.L., Ed., Methods of Soil Analysis: Part 2 Chemical and Microbiological Properties, 9.2.2, 2nd Edition, American Society of Agronomy, Inc., Soil Science Society of America, Inc., Madison, WI, 159-165. https://doi.org/10.2134/agronmonogr9.2.2ed.c9
[73]
Jackson, M.L. (1973) Soil Chemical Analysis. Prentice Hall of India Pvt. Ltd., New Delhi, India, 498, 151-154.
[74]
Starr, J.L., Meisinger, J.J. and Parkin, T.B. (1992) Sample Size Consideration in the Determination of Soil Nitrate. Soil Science Society of America Journal, 56, 1824-1830. https://doi.org/10.2136/sssaj1992.03615995005600060029x
[75]
Okon, P.B. and Babalola, O. (2006) General and Spatial Variability of Soil under Vetiver Grass Strips. Journal of Sustainable Agriculture, 27, 93-116. https://doi.org/10.1300/J064v27n03_07
[76]
Dessalegn, D., Beyene, S., Ram, N., Walley, F. and Gala, T.S. (2014) Effects of Topography and Land Use on Soil Characteristics along the Toposequence of Ele Watershed in Southern Ethiopia. Catena, 115, 47-54. https://doi.org/10.1016/j.catena.2013.11.007
[77]
Zhang, S., Jiang, L., Liu, X., Zhang, X., Fu, S. and Dai, L. (2016) Soil Nutrient Variance by Slope Position in a Mollisol Farmland Area of Northeast China. Chinese Geographical Science, 26, 508-517. https://doi.org/10.1007/s11769-015-0737-2
[78]
Galicia, L., López-Blanco, J., Zarco-Arista, A.E., Filips, V. and García-Oliva, F. (1999) The Relationship between Solar Radiation Interception and Soil Water Content in a Tropical Deciduous Forest in Mexico. Catena, 36, 153-164. https://doi.org/10.1016/S0341-8162(98)00121-0
[79]
Daws, M.I., Mullins, C.E., Burslem, D.F., Paton, S.R. and Dalling, J.W. (2002) Topographic Position Affects the Water Regime in a Semideciduous Tropical Forest in Panama. Plant and Soil, 238, 79-89. https://doi.org/10.1023/A:1014289930621
[80]
Zhu, Q., Nie, X., Zhou, X., Liao, K. and Li, H. (2014) Soil Moisture Response to Rainfall at Different Topographic Positions along a Mixed Land-Use Hillslope. Catena, 119, 61-70. https://doi.org/10.1016/j.catena.2014.03.010
[81]
Beatty, S.W. (1993) Study of Soil Properties along a Hillslope in Parson’s Parcel Bouldeb, Co. Department of Geography, University of Colorado Boulder, Boulder, CO.
[82]
Haregeweyn, N., Poesen, J., Nyssen, J., Govers, G., Verstraeten, G., de Vente, J. and Haile, M. (2008) Sediment Yield Variability in Northern Ethiopia: A Quantitative Analysis of Its Controlling Factors. Catena, 75, 65-76. https://doi.org/10.1016/j.catena.2008.04.011
[83]
Girmay, G., Singh, B.R., Nyssen, J. and Borrosen, T. (2009) Runoff and Sediment-Associated Nutrient Losses under Different Land Uses in Tigray, Northern Ethiopia. Journal of Hydrology, 376, 70-80. https://doi.org/10.1016/j.jhydrol.2009.07.066
[84]
Ebabu, K., Tsunekawa, A., Haregeweyn, N., Adgo, E., Meshesha, D.T., Aklog, D. and Yibeltal, M. (2020) Exploring the Variability of Soil Properties as Influenced by Land Use and Management Practices: A Case Study in the Upper Blue Nile Basin, Ethiopia. Soil and Tillage Research, 200, Article ID: 104614. https://doi.org/10.1016/j.still.2020.104614
[85]
Alemayehu, Y., Gebrekidan, H. and Beyene, S. (2014) Pedological Characteristics and Classification of Soils along Landscapes at Abobo, Southwestern Lowlands of Ethiopia. Journal of Soil Science and Environmental Management, 5, 72-82.
[86]
Pimentel, D., Harvey, C., Resosudarmo, P., Sinclair, K., Kurz, D., McNair, M. and Blair, R. (1995) Environmental and Economic Costs of Soil Erosion and Conservation Benefits. Science, 267, 1117-1123. https://doi.org/10.1126/science.267.5201.1117
[87]
Khan, F., Ahmad, W., Bhatti, A.U. and Khattak, R.A. (2004) Effect of Soil-Erosion on Chemical Properties of Some Soil-Series in NWFP, Pakistan. Science Technology and Development (Pakistan), 23, 31-35.
[88]
Webb, A.A. and Dowling, A.J. (1990) Characterization of Basaltic Clay Soils (Vertisols) from the Oxford Land System in Central Queensland. Soil Research, 28, 841-856. https://doi.org/10.1071/SR9900841
[89]
Zhang, J., Zhang, M., Huang, S. and Zha, X. (2020) Assessing Spatial Variability of Soil Organic Carbon and Total Nitrogen in Eroded Hilly Region of Subtropical China. PLoS ONE, 15, e0244322. https://doi.org/10.1371/journal.pone.0244322
[90]
Waswa, B.S., Vlek, P.L., Tamene, L.D., Okoth, P., Mbakaya, D. and Zingore, S. (2013) Evaluating Indicators of Land Degradation in Smallholder Farming Systems of Western Kenya. Geoderma, 195, 192-200. https://doi.org/10.1016/j.geoderma.2012.11.007
[91]
Sarooshi, R.A., Weir, R.G. and Barchia, I.M. (1994) Soil pH, Extractable Phosphorus, and Exchangeable Cations as Affected by Rates of Fertiliser Nitrogen, Phosphorus, and Potassium Applied over Several Years to Valencia Orange Trees. Australian Journal of Experimental Agriculture, 34, 419-426. https://doi.org/10.1071/EA9940419
[92]
Brejda, J.J., Moorman, T.B., Karlen, D.L. and Dao, T.H. (2000) Identification of Regional Soil Quality Factors and Indicators I. Central and Southern High Plains. Soil Science Society of America Journal, 64, 2115-2124. https://doi.org/10.2136/sssaj2000.6462115x
[93]
Shukla, M.K., Lal, R. and Ebinger, M. (2004). Soil Quality Indicators for Reclaimed Minesoils in Southeastern Ohio. Soil Science, 169, 133-142. https://doi.org/10.1097/01.ss.0000117785.98510.0f
[94]
Doran, J.W. and Parkin, T.B. (1994) Defining and Assessing Soil Quality. In: Doran, J.W., Coleman, D.C., Bezdicek, D.F. and Stewart, B.A., Eds., Defining Soil Quality for a Sustainable Environment, Vol. 35, Soil Science Society of America, Inc., Madison, WI, 1-21. https://doi.org/10.2136/sssaspecpub35.c1