Soil Erodibility Analysis andMapping in Gilgel Gibe-I Catchment, Omo-Gibe River Basin, Ethiopia

(e soil erosion factor, erodibility, measures the susceptibility of soil particles to transport and detachment by erosive agents. Soil erosion and sedimentation models use soil properties and erodibility as the main input. However, in developing countries such as Ethiopia, data on soil erosion and soil-related properties are limited. For this reason, different researchers use different data sources that are adopted from a large scale and come with very different results. For this reason, the study was proposed to analyze and map the soil erodibility of the catchment area using primary data. 80 mixed soil samples were taken from the catchment with GPS coordinates and analyzed in the laboratory for soil texture class and soil organic matter. Accordingly, sandy clay loam is a dominant soil texture class covering 65% of the catchment area with 2.46% average soil organic matter, which is high in the mountainous part and lower in the lower valley of the catchment area. Most of the catchment area, which accounts for more than 78% of the area, was dominated by mediumor coarse-grained soil structure, and in the upper parts of the catchment area, 21% of the catchment area was covered with fine-grained soil structure. Similarly, 66% of the catchment area was covered with slow to moderate soil permeability, followed by slow soil permeability covering 21% of the area. Finally, the soil erodibility value of the Gilgel Gibe-I catchment was determined to be 0.046 ton h·MJ·mm with a range of 0.032 to 0.063 ton·h·MJ·mm. In general, soils with slow permeability, high silt content, and mediumto fine-grained soil structures are the most erodible. (ey are conveniently separate; they tend to crust and form high drainage. Knowing this, the catchment has a moderate soil erodibility value. (us, the study recommends evidence of land cover and the protection of arable land through suitable soil and water protection measures to improve soil permeability and soil structure.


Introduction
Erodibility defines the soil's resistance to detachment and transport. Soil resistance to erosion depends on topography, land slope, and soil disturbance [1]. It is an estimate of the soil's ability to withstand erosion depending on the physical properties of each soil [2]. e erodibility of the soil varies depending on the soil texture and aggregate stability, shear strength, infiltration capacity, and soil chemical content [3]. Water erosion is accentuated by soil characteristics such as the presence of clay and destructured soils with low water permeability, which influences the hydrological properties, the water and air permeability of the soil, and the stability and arrangement of the pore space. Soil degradation is determined by natural limiting factors: unbalanced size, composition, reduced amount of humus, continental climate, and anthropogenic factors that are mainly due to classical agriculture [4]. It also measures the susceptibility of soil particles to transport and detachment based on rainfall and runoff [5]; and it is known that the best eroded soil particles are silt and very fine sand, and the less erodible soil particles are aggregated soils because they grow together, making them more resilient [6].
Many publications regard soil erodibility as a year-round constant parameter for some soils (e.g., [7]) and imply that soil erodibility can be derived from stable soil properties [8,9]. Other studies have shown that soil erodibility for a given soil varies depending on location, climate change, and human activity [10,11]. Hence, soil erodibility should be treated as a nonconstant term that changes in space and time; this can mislead the result of soil erosion and sedimentation rate. All soil erosion and sedimentation models use soil properties, soil erodibility, as the main entrance. Due to the limited availability of information on soil properties in developing countries, in the study area, Gilgel Gibe-I catchment, many researchers use different data sources that have been adopted on a large scale. is can lead to very different sedimentation and erosion rates in the catchment area, such as 1.1 ton·ha −1 ·year −1 [12], 106.68 ton·ha −1 ·year −1 [13], 0 to 127.73 ton·ha −1 ·year −1 [14], and 0.43 to 132.08 ton·ha −1 ·year −1 [15], indicating the scarcity of data sources for soil erosion as a whole country and particularly in the catchment area. For this reason, this investigation primarily aimed to analyze some soil properties through detailed soil investigations and to map the soil erodibility of the catchment area.

Description of the Study Area.
e catchment area of Gilgel Gibe-I is located in the Omo-Gibe Basin in Southwest Ethiopia with a total area of 4225 km 2 at the dam and is between 7 o 19′07.15″ and 8 o 12′09.49″N latitude and 36 o 31′42.60″ and 37 o 25′16.05″E longitude (Figure 1). e basin is characterized by high relief hills and mountains with an average height of around 1700 m above sea level. e geology of the catchment area is linked to the uplift of the East African Rift Valley in the Upper Eocene. e most important soil types in the catchment area are dominated by Nitisols, Fluvisols, Acrisols, and Vertisols. e catchment area is characterized by a humid climate with an average annual rainfall of around 1347 mm and an average temperature of 19°C to 24.78°C. e seasonal precipitation distribution shows a unimodal pattern with a maximum in summer and a minimum in winter, influenced by the Intertropical Convergence Zone (ITCZ) [16].

Soil Survey and Analysis.
From a soil depth of 0-30 cm, depending on the topography (slope and orientation), surface coverage, and soil color variability, a total of 80 mixed soil samples were deliberately taken with a snail. e collected soil samples were subjected to a laboratory and analyzed for soil texture class and organic matter using the hydrometer method or the Walkley-Black method. e soil structure was determined during soil sampling in the field with a soil investigation manual [17], and the soil permeability rate was extracted from the soil texture classes and the permeability rate developed by Wischmeier et al. [18]. e distribution of the collected soil samples in the catchment area is shown in Figure 2. e soil erodibility value for each soil sample location was determined using the NOMO model with the method described by Wischmeier et al. [18] being created using the following formula and a spatial soil erodibility map by interpolation according to the Kriging method in an Arc-GIS environment. In a similar way, spatial maps of the soil texture class, soil organic matter, soil structure, and soil permeability assessment of the catchment area were created by interpolation in an Arc-GIS environment with a resolution of 30 m cell size.
where K is the soil erodibility, M is the particle size parameter, a is the percent organic matter, b is the soil structure code used in soil classification, and c is the soil permeability class. is empirical equation gives soil erodibility value in US units [18], and according to Foster et al. [19], the value in US units must be multiplied by 0.1317 to be converted into SI units.

Soil Textural Class.
Soil texture (which refers to the relative proportion of sand, silt, and clay) is an essential characteristic that contributes to the erodibility of the soil. Compared to soils with more clay particles, soils with more sand particles are prone to erosion. Sandy clay loam covers more than 65% of the catchment area, followed by sandy loam (32%), and sandy loam covers less than 3% of the total catchment area ( Figure 3).
Erodibility of the soil is low for clay-rich soils with a low shrinkage swelling capacity since clay particles agglomerate and form large aggregates that withstand the detachment and transport process. In essence, sand, sandy loam, and loamy soils are less erodible than silt, very fine sand, and certain clayey soils [20].

Soil Organic
Matter. Soil organic matter (SOM) is a binder that binds mineral particles together to form a soil structure, and soils with high SOM are more resistant to erosion. Soil organic matter influences the soil erodibility, infiltration, water retention, and shear reliability of the soil, which influences soil erodibility [21]. e highest value was 5.15% (near the mouth of the river basin). en, the mean SOM of the catchment area was found to be 3.82 with a standard deviation of 0.49. Soils with less than 2% organic matter can be considered erodible [22]. Soils with a higher proportion of organic matter and improved structure are more resistant to erosion [23,24]. e soils of the catchment area are resistant to erosion as the minimal SOM of the catchment area was 2.487%, which is more than 2%. e spatial distribution of the SOM of the catchment area is shown in Figure 4 and is high on the hill segments covered with forest and coffee-based agroforestry and less in the lower valley of the catchment area.

Soil Structure and Permeability.
Soil structure is understood to mean the orientation of soil particles in the soil. Soils with poor soil structure near the soil surface are dangerous for runoff formation. Permeability describes the

Ethio-River Basins
Omo-Ghibe Basin Gilgel Ghibe-1 Catchment   ability of the soil to transfer water, which depends on the pores in the soil and their connection. e slow to moderate soil permeability comprised 66% of the catchment area, and 21% of the catchment area was covered by slow soil permeability. And only 12.7% of the catchment area has moderate soil permeability ( Figure 5(a)). In most parts of the catchment area (at high altitudes and in the lower valleys), a medium-or coarse-grained soil structure dominates, which makes up more than 78%. e fine-grained soil structure also covers approximately 21% of the catchment area, mainly the upper section of the catchment area ( Figure 5(b)).

Soil Erodibility Value Map of the Catchment.
Soil erodibility embodies an intrinsic resistance to particle detachment (degradation) and transport through precipitation. It is determined by the cohesive force between the soil particles, which can change depending on the existing or low Applied and Environmental Soil Science plant cover, the water content of the soil, and the growth of its structure. e mean weighted soil erodibility value of the Gilgel Gibe-I area was 0.35 ranging from 0.28 to 0.41 in US units and 0.046 ton·h·MJ −1 ·mm −1 with a range of 0.032 to 0.063 ton·h·MJ −1 ·mm −1 in SI units which is commonly used ( Figure 6). Soils with a high silt content are the most erodible of all soils, and usually, soil erodibility values for such soils are above 0.4, but Gilgel Gibe-I catchment soil texture is dominated with sandy clay loam, which accounts for 65% of the area. According to Goldman et al. [25], the soil erodibility value for all soils is in the range of 0.02 to 0.69 if all determinants remain constant. In line with [25], the mean annual soil erodibility of the Gilgel Gibe-I catchment is found in the range which is 0.046 ton·h·MJ −1 ·mm −1 .

Conclusion and Recommendation
Soil erodibility is so complicated because of several factors that affect the spatial and temporal variability of soil loss. Soil texture, organic matter content, soil structure, and permeability were important soil properties that could influence soil erodibility. e map and the spatial soil erosion value make a valuable contribution to the estimation of soil erosion in the catchment area of Gilgel Gibe-I since the K-factor is an essential input that is used in many soil erosion and hydrological models. e influence of these factors on reducing the erodibility of the soil is due to its role in the formation of aggregates and their stability.
e Gilgel Gibe-I catchment showed that sandy clay loam (65%) dominated the catchment, followed by sandy loam (32%), making the soils in the catchment moderately erodible. e soil organic matter in the catchment area was more than 2%. e permeability rate was observed to be slow to moderate and covers 66% of the catchment area. 78% of the catchment area was covered with a medium-or coarse-grained soil structure. In the catchment area of Gilgel Gibe-I, soil erodibility values between 0.032 and 0.063 were found with a mean value of 0.046 ton·h·MJ −1 ·mm −1 for the occurrence of surface runoff in which fine soil particles are removed with moderate soil erodibility of the catchment area. For this reason, land management practice (biophysical, soil, and water protection measures with agronomic practices) is strongly recommended to reduce surface runoff and improve soil infiltration rate. In addition, scientists need to validate large-scale secondary soil data with primary soil data before using them for further analysis and conclusions.

Data Availability
All the data used to support the findings of this study are included within the article.