Catchment-scale spatial variability of soil properties and implications on site-specific soil management in northern Ethiopia

Abstract Scientific information on the spatial variability and distribution of soil properties is critical for understanding ecosystem processes and designing sustainable soil–crop and environmental management decisions. However, little is known on spatial distribution and variability of soil properties at catchment-scale in many tropical developing regions including Ethiopia. This study aims to examine catchment-scale spatial dependence and variability of soil properties using classical and geostatistical methods to indicate for site-specific soil management in the Mai-Negus catchment, northern Ethiopia. Soil samples were collected based on sampling zones identified by the knowledge of local farmers and field observation and analyzed following standard laboratory procedures for selected soil properties. The coefficient of variation of the soil properties ranged from 8.6% (pH) to 73.4% (clay) at catchment-scale. The mean soil organic carbon (OC) (1.21%), total nitrogen (TN) (0.12%), and available phosphorus (Pav) (7.8 mg kg −1 ) of the soils in the catchment were low, whereas high in exchangeable potassium (Ex K) (0.77 cmol c  kg −1 ), and medium in cation exchange capacity (CEC) (23.4 cmol c  kg −1 ) compared to the rate for African soils reported in literature. The results of semivariograms indicated a strong (8%) to moderate (63%) degree of spatial dependence for the soil properties. In addition, the goodness-of-prediction criterium ( G ) are higher than zero indicating that spatial soil properties mapped based on kriging interpolation are more accurate than the catchment average value (classical statistics) for site-specific management decisions. This study indicates a wide range of variability in the soil properties as the kriged maps of the soil properties at catchment-scale showed for sand (15–70%), silt (18–77%), clay (3–51%), bulk density (1.00–2.00 Mg m −3 ), OC (0.20–4.5%), TN (0.05–1.0%), Pav (1–26 mg kg −1 ), Ex K (0.10–1.30 cmol c  kg −1 ), exchangeable calcium, Ex Ca (5–28 cmol c  kg −1 ), exchangeable magnesium, Ex Mg (2–15 cmol c  kg −1 ), CEC (8–51 cmol c  kg −1 ), and iron (3–45 mg kg −1 ). The lowest soil nutrients and fine soil particles were measured on the sub-sampling zones such as low soil quality, eroded sites, and marginal land soils. Introducing appropriate interventions such as conservation tillage, fertilizer rates, agro-forestry practices, crop rotation, exclosure degraded lands, and conservation measures based on the kriged soil properties maps produced is crucial for sustainable production and environmental services.

[1]  N. Kitchen,et al.  Nutrient Mapping Implications of Short‐Range Variability , 1996 .

[2]  Farhad Khormali,et al.  Spatial variability of some soil properties for site specific farming in northern Iran , 2012 .

[3]  Margaret A. Oliver,et al.  Comparing sampling needs for variograms of soil properties computed by the method of moments and residual maximum likelihood , 2007 .

[4]  A. Utset,et al.  A comparison of soil maps, kriging and a combined method for spatially predicting bulk density and field capacity of ferralsols in the Havana-Matanzas plain. , 2000 .

[5]  Xingyi Zhang,et al.  Influence of topography and land management on soil nutrients variability in Northeast China , 2011, Nutrient Cycling in Agroecosystems.

[6]  F. Agterberg,et al.  Trend Surface Analysis , 2021, Encyclopedia of Mathematical Geosciences.

[7]  John A. Dearing,et al.  Soil erosion on agricultural land. , 1990 .

[8]  A. Utset,et al.  A geostatistical method for soil salinity sample site spacing , 1998 .

[9]  R. Yost,et al.  Spatial Variation of Soil Properties and Rice Yield on Recently Cleared Land , 1987 .

[10]  M. Keyzer,et al.  Land under pressure: soil conservation concerns and opportunities for Ethiopia , 2003 .

[11]  F. Calhoun Soils of the Humid Tropics , 1973 .

[12]  J. S. Bailey,et al.  Within and between-field spatial variation in soil phosphorus in permanent grassland , 2009, Precision Agriculture.

[13]  E. Fereres,et al.  Effects of tillage method on soil physical properties, infiltration and yield in an olive orchard , 1999 .

[14]  David Pimentel,et al.  World Soil Erosion and Conservation , 2009 .

[15]  D. K. Cassel,et al.  Effect of Erosion and Landscape Position on the Productivity of Piedmont Soils , 1985 .

[16]  J. R. Landon,et al.  Booker Tropical Soil Manual: A Handbook for Soil Survey and Agricultural Land Evaluation in the Tropics and Subtropics , 1991 .

[17]  Alfred Stein,et al.  Spatial variability of soil properties at different scales within three terraces of the Henares River (Spain) , 1998 .

[18]  L. Tamene,et al.  A participatory soil quality assessment in Northern Ethiopia's Mai-Negus catchment , 2011 .

[19]  Spatial variability of the chemical, physical and biological properties in lowland cultivated with irrigated rice , 2009 .

[20]  Ten-Lin Liu,et al.  Interpolating Soil Properties Using Kriging Combined with Categorical Information of Soil Maps , 2006 .

[21]  Harald Pohlmann Geostatistical modelling of environmental data , 1993 .

[22]  Alice J. Jones,et al.  Methods for Assessing Soil Quality , 1997 .

[23]  D. R. Nielsen,et al.  Spatial variability of wheat yield and soil properties on complex hills , 1988 .

[24]  F. D. Whisler,et al.  Spatial Variability Analysis of Soil Physical Properties of Alluvial Soils , 2005 .

[25]  T. Mueller,et al.  Soil Electrical Conductivity Map Variability in Limestone Soils Overlain by Loess , 2003 .

[26]  Costas Kosmas,et al.  The effect of land use change on soils and vegetation over various lithological formations on Lesvos (Greece) , 2000 .

[27]  John Triantafilis,et al.  Five Geostatistical Models to Predict Soil Salinity from Electromagnetic Induction Data Across Irrigated Cotton , 2001 .

[28]  J. M. Anderson,et al.  Tropical Soil Biology and Fertility: A Handbook of Methods , 1994 .

[29]  Ward N. Smith,et al.  Management Strategies to Sequester Carbon in Agricultural Soils and to Mitigate Greenhouse Gas Emissions , 2005 .

[30]  L. Wilding,et al.  Chapter 4 - Spatial Variability and Pedology , 1983 .

[31]  J. Nyssen,et al.  Runoff and sediment-associated nutrient losses under different land uses in Tigray, Northern Ethiopia , 2009 .

[32]  J. Boardman,et al.  Sedimenmt-associated phosphorus transport from two intensively farmed catchment areas. , 1990 .

[33]  A. Dobermann,et al.  Factors causing field variation of direct-seeded flooded rice , 1994 .

[34]  T. Tsegaye,et al.  Intensive Tillage Effects On Spatial Variability Of Soil Physical Properties , 1998 .

[35]  Noel A Cressie,et al.  Statistics for Spatial Data, Revised Edition. , 1994 .

[36]  J. Caron,et al.  Modeling Aggregate Internal Pressure Evolution following Immersion to Quantify Mechanisms of Structural Stability , 2005 .

[37]  M. Shukla,et al.  Spatial Variability of Soil Properties in Agricultural Fields of Southern New Mexico , 2011 .

[38]  Application of nested sampling technique to determine the scale of variation in soil physical and chemical properties , 1993 .

[39]  Richard Webster,et al.  Quantitative spatial analysis of soil in the field , 1985 .

[40]  R. Webster,et al.  Statistical Methods in Soil and Land Resource Survey. , 1990 .

[41]  B. Shiferaw,et al.  Soil Erosion and Smallholders' Conservation Decisions in the Highlands of Ethiopia , 1999 .

[42]  R. Lyman Ott.,et al.  An introduction to statistical methods and data analysis , 1977 .

[43]  Zhenhai Wang,et al.  Delineating Site-Specific Quality-Based Management Zones for a Tobacco Field , 2011 .

[44]  R. H. Hart,et al.  Soil bulk density and water infiltration as affected by grazing systems. , 1987 .

[45]  Francisca López-Granados,et al.  Spatial variability of agricultural soil parameters in southern Spain , 2002, Plant and Soil.

[46]  H. V. Eck,et al.  Plant Analysis as an Aid in Fertilizing Corn and Grain Sorghum , 2018, SSSA Book Series.

[47]  G. Gee,et al.  Particle-size Analysis , 2018, SSSA Book Series.

[48]  R. Olson,et al.  Soil phosphorus and sulfur , 1972 .

[49]  J. Poesen,et al.  Sediment‐bound nutrient export from micro‐dam catchments in Northern Ethiopia , 2008, Land Degradation & Development.

[50]  D. James Soil Testing: Sampling, Correlation, Calibration, and Interpretation , 1988 .

[51]  A. Page Methods of soil analysis. Part 2. Chemical and microbiological properties. , 1982 .

[52]  C. R. Grego,et al.  Spatial distribution of Pseudaletia sequax Franclemlont in triticale under no-till management , 2006 .

[53]  M. Oliver,et al.  Average variograms to guide soil sampling , 2004 .

[54]  A. Kravchenko Influence of Spatial Structure on Accuracy of Interpolation Methods , 2003 .

[55]  Kenneth R. Olson,et al.  Soil, Landscape, and Erosion Relationships in a Northwest Illinois Watershed , 1989 .

[56]  E. Özgöz Long Term Conventional Tillage Effect on Spatial Variability of Some Soil Physical Properties , 2009 .

[57]  Chaosheng Zhang,et al.  Spatial variation of soil nutrients in a dairy farm and its implications for site-specific fertilizer application , 2010 .

[58]  E. Elias,et al.  Managing fragile soils: A case study from North Wollo, Ethiopia , 2000 .

[59]  J. Stoorvogel,et al.  Assessment of soil nutrient depletion in sub-Saharan Africa: 1983-2000. , 1990 .

[60]  A. Konopka,et al.  FIELD-SCALE VARIABILITY OF SOIL PROPERTIES IN CENTRAL IOWA SOILS , 1994 .

[61]  R. Lal Soil Erosion from Tropical Arable Lands and its Control , 1984 .

[62]  Rattan Lal,et al.  Soil Erosion Research Methods , 1994 .

[63]  G. W. Thomas Soil pH and Soil Acidity , 1996, SSSA Book Series.

[64]  R. Fox,et al.  Active Learning for Understanding Land Degradation: African Catchment Game and Riskmap , 2008 .

[65]  M. Çetin,et al.  Spatial variability of soil physical properties as affected by different tillage systems , 2007 .

[66]  D. Sparks,et al.  Methods of soil analysis. Part 3 - chemical methods. , 1996 .

[67]  R. Hill Long-term conventional and no-tillage effects on selected soil physical properties. , 1990 .

[68]  Cort J. Willmott,et al.  Spatial statistics and models , 1984 .

[69]  S. Running,et al.  Contribution of increasing CO2 and climate to carbon storage by ecosystems in the United States. , 2000, Science.

[70]  P. Unger,et al.  Tillage effects on soil properties and crop production in the subhumid and semiarid Argentinean Pampas , 1998 .

[71]  J. Rhoades Cation Exchange Capacity , 1982 .

[72]  R. Webster,et al.  Optimal interpolation and isarithmic mapping of soil properties: I The semi‐variogram and punctual kriging , 1980, European Journal of Soil Science.