Extent, Distribution, and Causes of Soil Acidity under Subsistence Farming System and Lime Recommendation: The Case in Wolaita, Southern Ethiopia

Soil acidity is oneof the most important environmental threats to the Ethiopianhighlands where the livelihood of the majority of people is reliant on agriculture. Yet, information regarding its extent, distribution, causes, and lime requirement at a scale relevant to subsistence farming systems is still lacking. This study (1) investigates the extent and spatial distribution of soil acidity, (2) identiﬁes factors attributing to soil acidiﬁcation, and (3) predicts the lime requirement for major crops. A total of 789 soil samples were collected from arable lands in the Wolaita area which is mainly characterized by poor soil fertility and soil degradation in southern Ethiopia. Results revealed that the landscape is characterized by a gentle slope followed by strongly sloppy > ﬂat > hilly topographies. Clay is the dominant soil textural class. A soil pH map, which is generated using geospatial analysis, demonstrates that 3.3, 78.0, and 18.7% of the total area were under strongly acidic, moderately acidic, and neutral soil reactions, respectively. The exchangeable acidity (Cmol(+)/kg) varied from nil to 5.1, whereas exchangeable Al ranged from 1.4 to 19.9 Cmol(+)/kg. The soil pH has shown a signiﬁcantly ( p < 0.001) negative association with clay content ( r � − 0.33), exchangeable Al ( r � − 61), exchangeable acidity ( r �− 0.58), and inorganic fertilizer application ( r � − 0.33). Increased rates of diammonium phosphate (DAP) ( r 2 � 0.91) and urea ( r 2 � 0.88) markedly elevated soil acidity. Conversely, manuring showed a signiﬁcant ( p < 0.001) and positive relationship with pH ( r � 0.37) in which the increasing rate of manure signiﬁcantly reduced acidiﬁcation ( r 2 � 0.98). DAP and urea applications above 75kg/ha lowered soil pH units by 0.56 and 0.48, respectively, < 25kg/ha while at the same time farmyard manure (FYM) at 4t/ha raised pH by 0.75 units over the unfertilized ﬁeld. Residue management signiﬁcantly ( p < 0.001) inﬂuenced soil pH wherein it ranged from 6.09 (complete residue removal) to 6.61 (residue incorporation). Changes in land use, cropping intensity, and socioeconomic status were also signiﬁcantly attributed to soil acidiﬁcation. To curb the eﬀects of soil acidity, the lime requirement for common bean growing ﬁelds varied from zero to 6.6t/ha, while for maize it was between zero and 4.3t/ha. It is concluded that soil management interventions such as maintaining and incorporating crop residues, integrated use of organic and inorganic fertilizers, liming, and enhancing farmers’ awareness should be advocated to overcome soil acidiﬁcation and improve soil fertility. In addition, introducing crops with traits that tolerate


Introduction
Crop plants need 17 kinds of nutrients to complete the life cycle, of that 14 nutrients should be present in the soil in adequate quantity and proportion for healthy plant growth [1]. However, the availability of nutrients is influenced by chemical reactions like acidity or alkalinity in the soil. Soil acidity and soil calcareousness are thought to be the two major crop production constraints considerably threatening the global food production system and afterward food security [2].
Agriculture plays the most important share in the Ethiopian economy, and therefore, the sector heavily depends on soil. About 43% of cultivated lands in Ethiopia, where major staple food crops are grown, are affected by soil acidity [3]. e realm might probably be larger because of the conversion of forest and grazing lands into arable lands as a result of fast human population increment and associated poor land management practices [4]. is signifies the magnitude of how soil acidification is threatening crop production and thus reducing food security particularly in the Ethiopian highlands where the area is conducive for soil acidification processes [2,3].
Soil acidity resulted from a rise in the concentration of hydrogen ions (H + ). It should occur because of natural and human-induced processes. Acid parent materials, leaching of basic cations (calcium (Ca 2+ ), magnesium (Mg 2+ ), and potassium (K + )), hydrolysis reactions within the soil exchange sites, rainfall containing sulphuric and nitric acids, cations uptake by the crop over the long run cultivation, crop residue removal, and addition of soluble salts and fertilizers into the soil (mineral and organic) would possibly cause soil acidification [3,[5][6][7]. In Ethiopia, though the amount of inorganic fertilizers applied was in small doses (e.g., [8,9]), repeated use of urea (46N-0-0) and diammonium phosphate (DAP) (18N-46P 2 O 5 -0) over many years was reported as a favoring factor for soil acidification in the Northwestern and Southwestern highlands of Ethiopia [10,11]. In general, soil acidity elevates aluminum (Al 3+ ) concentration within the soil solution to a level of toxicity [5], limits the availability of essential plant nutrients, and restricts crop performance [12].
is would imply that soil acidity and associated low nutrient availability are among the major constraints toward attaining sustainable production and achieving food security. erefore, investigating soil acidity, mapping its extent, and planning applicable management techniques are fundamental to realize sustainable levels of agricultural production.
In Ethiopia, agricultural production is irresistible of subsistence nature. According to Gebissa [13], 97% of Ethiopian agricultural activities are constituted by subsistence farmers. Subsistence farming is a form of farming in which nearly all of the crops or livestock raised are used to feed the family. Generally, land degradation including soil acidity is a great threat to future agricultural production in the country [2,3,13]. Varied soil management practices that farmers apply into their field like the use of inorganic or organic fertilizers [5,14,15], returning of crop residue into the soil [3], and the practice of continues cropping over mono-cropping or crop rotation 16, 10 influence soil acidity. Meanwhile, liming is the most widely used technique to correct soil acidity, cut back phytotoxic levels of Al and Mn, and lift soil pH to the amount that is appropriate for maximum nutrient availability, plant growth, and crop yield [12,15]. Yet, the amount of lime to mitigate soil acidity depends on the acid tolerance level of the crop [10,17], level of soil pH, soil and the lime type, and the farming method [18]. However, empirical evidence on soil acidity and attributing factors and also the lime needed to reclaim acidity for subsistence farming system is lacking. erefore, this study (1) assesses the extent and spatial distribution of soil acidity, (2) identifies the factors attributing to soil acidification, and (3) suggests the lime needed for reclamation of soil acidity.
Rain-fed-based agriculture is the major source of livelihood.

Soil Sampling and Preparation
Procedure. From the three districts, 789 surface soil samples were collected, airdried, ground, and sieved through a 2 mm mesh. e sampling points were geo-referenced using geographical positioning system (GPS) (model Garmin GPSMAP 60Cx). e depth of sampling for grain crops was 0-20 cm while for perennial crops it extended up to 50 cm. Depending on topography and observed heterogeneity, 10 to 15 subsamples were taken to form a kilogram of the composite sample.

Soil Analysis.
Soil samples were analyzed for pH, exchangeable acidity (EA), exchangeable Al, exchangeable bases (Ca, Mg, K, and Na), and effective cation exchange capacity (ECEC). Soil pH was measured using a pH meter with a ratio of 1 : 2.5 soil to water [20]. e EA was determined by leaching with potassium chloride (KCl) followed by titrating with 0.02 M HCl [21]. Exchangeable bases and Al were determined using the Mehlich-3 method [22], and the concentration of elements was measured using an inductively coupled plasma (ICP) spectrometer.
en, ECEC was computed as a summation of exchangeable bases (Ca, Mg, K, and Na) plus EA.

Estimation of Lime Requirement (LR).
Haricot bean, wheat, and maize are major field crops grown in the study area. e crops have different acid tolerance levels and were purposively selected for lime requirement (LR) estimation.
eir LR was estimated based on Taye [17] as where LR is the lime rate (ton/ha), EA is the exchangeable acidity (cmolc kg − 1 ), ECEC is the effective cation exchange capacity (cmolc kg − 1 ), and PAS is the permissible acid saturation for a specific type of crop (%). Crop tolerance level indicates the PAS that can be tolerated by different crops [6]. e PAS used to calculate the lime requirement for major crops grown in Ethiopia was 5% for beans, 10% for most annual crops (e.g., wheat and barley), and 20% for maize [10,17].

Digital
Mapping of Soil Acidity and LR. Point data of soil pH, EA, and LR were interpolated for unsampled locations using Ordinary Kriging. e semivariogram is represented in equation (24) [23].
where n is the number of pairs of sample points separated by the distance h and Z (x i )'s are the value of the characteristic under study at i th location (i � 1, 2, 3, ..., n).

Statistical Data Analysis.
e data were subjected to analysis of variance (ANOVA) with a one-way approach using Statistix software version 8.0. Whenever significant differences (p < 0.05) were detected, Tukey's HSD (Tukey's Honestly Significant Difference) test was performed to compare means. Furthermore, the data were evaluated using descriptive statistics and Pearson's correlation analysis. e values of the coefficient of variation (CV) of soil properties were rated as low (<20%), moderate (20-50%), and highly variable (>50%) [24]. Geospatial analysis, mapping, and lime requirements were executed using GIS software (Arc Map version 10.4.1).
Crops have different abilities to tolerate acid soil conditions [3]. Nonetheless, crop production is restrained at pH values below 5.5-6.5 [26]. Consequently, the observed values of soil pH, exchangeable acidity, and exchangeable Al could demonstrate the presence of certain influences on nutrient availability [16] and crop productivity [3].

Landscape Characteristics and Soil Texture.
Landscape, which is characterized by topographic position, elevation, slope, and aspect, did not show a significant influence on the soil pH (Table 3). However, a declining trend in soil pH from flat toward hilly topographic position was recorded. Elevation in the study area ranges between 1473 and 2873 m.a.s.l where the area is predominantly characterized by mid-highland (1500-2300 masl) agroecology [9].
us, its influence on microclimate and then soil reaction may be limited. e slope is related to soil erosion and deposition processes. Yet, the majority (68%) of the study area is within flat to gentle slope conditions, and hence, significant variation in soil pH was less recorded. e finding agrees with Melku et al. [27] who reported a statistically nonsignificant difference in soil pH between slope classes and landscape positions in Geshy subcatchment, Gojeb River Catchment, Ethiopia. e authors mentioned decreasing trend of soil pH with increasing slope classes. Aspect is related to the amount of solar energy received by the slope and affects plant growth and soil water content [28]. e area is predominantly characterized by flat-gentle topography, and its influence on soil pH was not found statistically significant (p > 0.05) ( Table 3).
Soil texture significantly (p < 0.001) influenced soil pH (Table 3). e mean pH value ranged from 5.99 in clayey soils to 6.46 in silt loam soils (Table 3). Clay particles are the most active portions determining the soil's chemical activity. e reason for the lower soil pH could be attributed to the influences of higher clay content on active, exchangeable, and reserve acidity. is is also supported by a significant (p < 0.001) and negative relationship between soil pH with clay content (r � − 0.33), exchangeable Al (r � − 61), and exchangeable acidity (r � − 0.59). In agreement, Chalsissa et al. [10] reported lower soil pH on clay soils due to a relatively higher concentration of exchangeable acidity. e authors also associated the lower pH with low soil OM content.

Soil Management Practices.
Application of inorganic fertilizers containing nitrogen (N) and phosphorus (P) in the form of urea (46N-0-) and diammonium phosphate (DAP) (18N-46P 2 O 5 -0) application has long been started 50 years ago in Ethiopia. Fields continuously managed with inorganic fertilizer showed significantly (p < 0.001) lower soil pH than unfertilized fields (Table 4). Generally, the amount of inorganic fertilizers applied to soil was less than the blanket dose [9]. Yet, pH decline was recorded at the increasing rate of DAP and urea fertilizers (Tables 2 and 4, Figures 2 and 3 ). On average, application of DAP and urea above 75 kg/ha decreased pH by 0.56 and 0.48 units, respectively, compared to applications below 25 kg/ha. Similarly, research reports from western Ethiopia [10] and northwestern Ethiopia [11] indicated that the application of DAP and urea fertilizers in    Yet, in yield-making processes, plants uptake more cations than anions to neutralize organic acid synthesized, and consequently, more cations than anions are removed by crop with grain and residue [5]. is induces acidification especially when crop residues are removed from the cropland like the study area [5,29]. Additionally, ammonia-based fertilizers or other conditions that produce ammonia in the soil liberate more protons than the amount consumed during transformations processes within the soil and afterward generate acidification [5].
Alternatively, fields that have been continuously managed with farmyard manure (FYM) showed significantly (p < 0.001) higher soil pH than untreated fields (Tables 2 and 4, Figure 4). e average pH unit increase due to farmyard manure application at 4 t/ha over the unfertilized field was 0.75 units (Figure 4). e result regarding the incorporation of crop residue also followed a similar pattern of FYM application (Table 4).
is explains that the addition of organic fertilizers/retaining crop residue renders phytotoxic levels of Al by forming organo-Al complexes and increases the pH [3]. Manure application due to its high base cation concentrations alleviates acidification [14].

Land-Use Type, Cropping Intensity, and Continuous
Cropping. Statistically significant differences in soil pH were recorded among land-use types (Table 5). e average pH unit decline between the maximum (enset field) and the minimum (grassland) was 1.22 units followed by 0.91 units (main croplands) ( Figure 5). e impact of land use on soil acidification depends on how it affects proton fluxes [5]. Comparing enset fields versus main field/grasslands, the latter is more acidified. is was because of variable management practices. Management practices, like organic fertilization, are common on enset fields than cereal and legume growing fields that were managed with inorganic fertilizers and rotation. Additionally, legumes grown as sole  Applied and Environmental Soil Science 5 and intercrop in the main field uptake excess cation to neutralize the carboxylic groups of amino acids during synthesis [5]. is together with the above-mentioned management practices might acidify main fields more than enset/coffee fields.
Cropping intensity refers to growing a number of crops in the same field continuously during one agriculture year. e result indicated that soil pH was significantly affected by cropping intensity (Table 5). Growing two successive crops in a year in the same field decreased soil pH more than monocropping did. Plants uptake more cations than anions to neutralize organic acid synthesized. It implies that the uptake would become more under continuous cultivation [9]. is may result in soil pH reduction. In agreement with this, Tesfaye et al. [30] reported pH decline under continuous cultivation. In the study area, farmers grow two successive crops by rotation. Cereals are often rotated with legumes and root crops [9]. According to Viera et al. [31], leguminous species increased soil acidification attributed to the increment in the removal of alkaline plant material by grain yield.

Farmers Perspective: Local Soil Types and Socioeconomic Status.
Farmers in the study area have a tradition to classify soils and apply localized management accordingly. ey used holistic approaches such as soil color, permeability, water retention capacity, workability, and soil fertility as assessed qualitatively. e details of perceived soil characteristics are found in Fanuel et al. [9]. Soil pH in view of farmers' soil nomenclature varied from 5.6 (Zo'o bita) to 6.4 (Arrada bita) (Table 6, Figure 6). Zo'o bita literally is red colored and nonfertile soil. Subsequently, farmers relatively apply higher amounts of inorganic fertilizer compared to Arrada bita (fertile soil) [9]. Zo'o bita has a higher clay fraction (71%) than Arrada bita (45%) and its pH declined significantly p < 0.001) with an increase of clay proportion (r � − 0.33). In most cases, farmers apply home left wastes particularly wood ash and animal wastes into Arrada bita as it is mostly situated close to homestead. is might improve soil organic matter and base cations and finally end with higher pH compared to soils located on distant fields (e.g., Zo'o bita, Lada Bita, Chere Bita) which are mostly subjected to complete crop residue removal and inorganic fertilizer use. In agreement, Yihenew et al. [11] reported acidic soil reaction in cultivated fields due to depletion of basic cations through crop harvest and continuous use of urea and DAP [(NH 4 ) 2 HPO 4 ] fertilizers. In line with this, decreased soil pH from home fields to remote fields mostly due to differences 6.98a (15) 6.73a (55) 6.14b (134) 6.07b(470) 6.05bc (11) 5.76c (104) 5.00  H � homestead field, M � middle field, D � distant field; Note: numbers in the bracket refer to sample size. * * * p < 0.001. Means in a column followed by the same letters are not significantly different at 5% level of significance; CV � coefficient of variation.  in input levels was reported by Chikowo et al. [32]. is finding implies that understanding farmers' soil typology could be useful for site-specific soil pH and nutrient management strategies. Soil pH on the resource-poor farmers' field was significantly higher than the other wealthy groups (Table 6). Resource-poor farmers own less land than wealthy farmers and use a range of other sources of nutrients, such as compost, crop residues, and leaf litter compared to richer farmers who use mineral fertilizer [33]. e author also described that richer farmers produce more manure, mainly because they have larger herds. However, in terms of the amount being applied per unit of land, resource-poor farmers apply more manure per hectare because they only cultivate very small areas. is might have caused higher soil pH on resource-poor fields.
Despite the fact that poor farmers have little access to organic and inorganic nutrient sources, their land is being managed with better care to get more produce from it. On the contrary, wealthier farmers have a better land size and continuously cultivate under relatively higher application rates of inorganic fertilizer.

Estimating Lime Requirement.
From the total area, 2,772 ha was strongly acidic (<5.5) whereas 65,520 ha was moderately acidic (5.6-6.5) suggesting the need for sitespecific management in order to correct soil acidity. Liming is widely considered a major option to manage soil acidity and sustaining food production. It is a quick and effective way to neutralize acidity, especially in highly acidic soils [29]. In addition, the growth of relatively acid-tolerant crop varieties on slightly acid soils is also suggested. e remaining 15,708 ha of the study area does not require lime. e amount of lime estimated based on permissible acid saturation (PAS) level for the respective crops is presented in Figures 7-9 . It was noted that lime requirement (LR) across landscapes varied depending on exchangeable acidity, exchangeable Al, and soil pH. is was substantiated by the highly significant correlation (r � 0.99, 0.96, 0.88 * * * ) between exchangeable acidity and LR at 5% PAS, 10% PAS, and 20% PAS, respectively. e correlation between exchangeable Al and LR was also significantly positive at 5% PAS (r � 0.62 * * * ), 10% PAS (r � 0.59 * * * ), and 20% PAS (r � 0.52 * * * ). e correlation matrix for soil pH also showed a highly significant but negative relation with LR at 5% PAS (r � − 0.54 * * * ), 10% PAS (r � − 0.50 * * * ), and 20% PAS (r � − 0.43 * * * ). e strong spatial dependence of LR for semivariograms in all PAS computation also strengthens the earlier statements (Appendix Table 1).
It was estimated that the amount of lime required to neutralizing acidity on common bean fields varied from zero to 6.6 t/ha (Figure 7), while for maize, it was between zero and 4.3 t/ha (Figure 8). Farmers under strongly acidic soils,   regardless of crop types, are advised to apply a maximum of 6.4 t lime/ha ( Figure 9). Nevertheless, soil test-based adjustment prior to a lime application every year is also recommended. In addition, it should be stressed that liming cannot stand on its own to increase crop productivity; rather, it guarantees higher yield when used with an adequate and balanced supply of crop limiting nutrients. Nonetheless, liming may not be practical for resource-poor farmers due to supply shortages or high labor and monetary costs. us, integrating chemical fertilizer with manure and encouraging farmers to retain/incorporate residue to significantly alleviate soil acidification are relevant [29].

Conclusion
Soil acidity is identified as one of the most important constraints to crop production. However, the magnitude and extent of acidity are location-specific which suggests the need to have site-specific management. In the study area, where environmental and landscape characteristic systems are mostly similar, soil acidification is attributed to inherent and human-induced factors. Amount of clay, fertilizer type, land use, management practices, and socioeconomic conditions contributed to soil acidity. Liming is suggested as an effective way to counteract soil acidification and improve crop yields. Accordingly, the digital mapping indicated sitecrop-specific lime rates in which the amount varies based on the acid sensitivity of the crops. Smallholder farmers have to be encouraged to return crop residue and integrate chemical fertilizer with manure in order to reduce the impacts of soil acidity. In addition, introducing crops with traits that tolerate both acidity and Al toxicity is suggested. Finally, liming alone cannot be a complete solution to increase crop yield. us, it has to be integrated with an adequate and balanced supply of crop limiting nutrients.

Data Availability
e data used to support the findings of this study are available from the corresponding author upon request.  : Extent and spatial distribution of lime requirement (t/ha) for most annual crops production across the study site.