Spatio Temporal Soil Moisture Dynamics and Runoff under Different Soil Cover Conditions in a Semiarid Representative Basin in Brazil

Hydrological studies in small basins are essential for investigating the role of distinct processes on water resources conservation and to assess the impact of the natural ecosystems on improving water security especially in semiarid environments. In Brazil, the cooperative hydrological Network REHISA (“REde de HIdrologia do SemiÁrido”) comprises hydrologists from several universities of Brazil, focusing on field measurements, monitoring and modeling activities in well instrumented experimental rural catchments located at different regions and biomes in Semiarid environment. Water scarcity is a common aspect among the catchments, as well as risks of soil and water degradation. The objective of this work is to present assessments of near surface soil moisture spatial-temporal distribution, and to evaluate the impact of soil conservation techniques in reducing runoff, using small-scale experimental plots in a representative catchment of the Pernambuco State, Brazil. The study catchment is located in Alto Ipanema River Basin (AIRB) (with an area of 150 km²), which is located at the semiarid region of the São Francisco River (area of 641 000 km²). Soil and water monitoring was performed in experimental plots with different soil cover conditions (Bare soil plots; Plots with natural cover – Caatinga Biome vegetation; Plots with cactus Palma barriers; and Plots with mulch cover – Dry grass mulch at 4 t ha⁻¹), where probes were installed for high resolution soil moisture assessment. In addition, regular soil moisture monitoring campaigns were conducted at 7 different locations, using a capacitance probe, with arboreal and shrub Caatinga vegetation, pasture and bare soil, predominantly Brachiaria decumbens. Mulch cover runs close to the Caatinga cover, but still with higher runoff generation, and presenting lower soil moisture temporal mean values. Caatinga was highly effective in terms of soil and water conservation at the small basin scale for both the dry and the wet season, resulting in a positive nexus between vegetation and water availability at the region.

1 Introduction

Near-surface soil moisture plays an important role on ecohydrological processes, influencing the partitioning of precipitation into infiltration and runoff, and also controlling evapotranspiration (Grayson et al., 1997). Thus, a better understanding of the spatio-temporal distribution of soil moisture is crucial for several applications, including soil conservation, environmental protection and rainfed agriculture.

Field hydrological studies in small basins allow investigation of the relative role of distinct processes on soil and water resources conservation (McClain, 2013), and also the impact assessment of agricultural conservation practices on water security and soil protection, especially in semiarid environments.

According to Maneta et al. (2008), the discontinuity of the processes in semiarid areas both in space and in time produces a highly complex discontinuous nonlinear rainfall–runoff relationship, interfering also on infiltration and lateral flows, and then on vegetation development. In small ephemeral semiarid basins, soil moisture is the most relevant state variable, controlling the internal water distribution, and water resources availability.

Montenegro et al. (2018) highlighted the importance of soil moisture dynamics on the ecological functioning of a volcanic archipelago at the Brazilian coast, and the impact of rainfall temporal regime on infiltration and on soil moisture temporal variability.

Due to the limited rainfall depth available, usually concentrated within 3–4 months yr⁻¹, and the high evaporative demand, water deficit is a challenge in the Brazilian semiarid region, impacting ecosystem services, crop production and limiting livestock (Mutti et al., 2019; Lopes et al., 2019). Natural vegetation development is also limited, comprising xerophytes species, dominating the Caatinga Biome, which is a deciduous dry forest biome and scrub vegetation, typical of the Brazilian semiarid region.

In general, the natural vegetation provides environmental services for the ecosystem at high levels, but not food production (Foley et al., 2005). Hence, land use strategies such as cropland with restored ecosystem services are required for sustainable development.

Table 1 Physical characteristics of the Argisol at the experimental sites. Source: Santos et al. (2010).

¹ Cdw: Clay-dispersed in water. ² Pd: Particle density. ³ Sd: Soil density.

Interception processes through natural vegetation, even for sparse rangeland vegetation of semiarid areas, is a key factor for kinetic energy reduction of rainfall, attenuating soil losses, runoff, and inducing infiltration. Moreover, natural barriers along hillslopes control overland flow, inducing sedimentation of soil particles transported by natural discharges. In semiarid areas, after rainfall interception, stem flow even in a deciduous vegetation with limited canopy cover can play a key role for soil moisture replenishment, enhancing infiltration and reducing hydrograph peaks. According to Brasil et al. (2017), stem flow can be associated to two roughness coefficients, one linked to large scale characteristic of the Caatinga Biome, and another coefficient related to the plant leaves morphology.

The influence of natural barriers on overland flow have been verified by dos Santos et al. (2010) and de Borges et al. (2014), from field monitoring campaigns in experimental basin of Pernambuco State, as part of the objectives stated by the Brazilian semiarid cooperative hydrological Network REHISA (“REde de HIdrologia do SemiÁrido”). The network comprises investigations focusing on field measurements, monitoring and modeling activities in well instrumented experimental rural catchments. Seven experimental basins have been instrumented at the Brazilian northeast, focusing on rainfall- runoff processes and soil moisture dynamics.

Figure 1 Location of the Jatobá Experimental Basin, Pernambuco State, Brazil, showing the main soil types, location of access tubes for soil moisture monitoring, and view of the typical open arboreal – shrubby Caatinga vegetation, with a view of an access tube. LITN: Litholic Neosol; REGN: Regolitic Neosol; YRA: Yellow Red Argisol.

Figure 2 Time series for air temperature, monthly rainfall and potential evapotranspiration (PET), and relative humidity. Jatobá Basin, Pesqueira-PE, Brazil.

Water scarcity is a common aspect among the catchments along Pernambuco State semiarid region, as well as the environmental degradation risks, particularly erosion and salinization, representing a challenge to social and economic development (de Londe et al., 2014). Rural activities in the region are mainly carried out by small farm holders. Although extreme poverty decreased significantly in Brazil in recent years, Northeast rural areas continue to exhibit the highest poverty scenarios in the country (Santos et al., 2015), thus urgently requiring public policies to promote sustainable agricultural production, food security and also protection of the natural resources (Schneider et al., 2010). A great part of seasonally dry tropical forests (set in semiarid regions, with temperatures above 17 ^∘C and high evapotranspiration rates) located mostly in North Argentina and Northeast of Brazil, are being (or already are) degraded in different ways for the purpose of agricultural and livestock production (Stuhler and Orrock, 2016).

Nature-based solution is a concept increasingly adopted around the world, focusing on participatory actions to protect, manage or restore natural or modified ecosystems, enhancing food protection and biodiversity (WWAP, 2018). In this study, two low cost nature-based solutions are analysed: mulching cover and cactus barriers. Dry matter mulching has been largely studied in literature for erosion control, runoff reduction and soil moisture maintenance in hillslopes. Mulching promotes the reduction of surface runoff and traps sediments, hence enhancing water retention and infiltration.

Figure 3 Photographs of the adopted soil cover treatments: bare soil; mulch cover; cactus barriers, and Natural Caatinga cover.

Montenegro et al. (2013) and Lopes and Montenegro (2017) investigated the impact of two densities of straw mulch on reducing soil losses and increasing soil moisture, under simulated rainfall. Mulching performance in protecting soil surface from erosion has also been verified by e.g. Abrantes et al. (2018) and Prats et al. (2017), using mulch cover from natural vegetation. Adopting field plots in the Brazilian semiarid, dos Santos et al. (2010) and dos Borges et al. (2014) observed significant increase in rainfed crop production in sloped areas for beans and maize using mulching.

On the other hand, vegetative barriers forming narrow strips across the dominant slope can reduce soil loss, inducing deposition of eroded sediment. Such alternative was also studied by Santos et al. (2010) and Borges et al. (2014), adopting Opuntia ficus-indica (L.) Mill Cactus as a way to slow down runoff and increase soil moisture, in the Pernambuco State semiarid.

Spineless cactus forage is an important alternative for farmers in the Brazilian semiarid, presenting high productivity potential, high water use efficiency and tolerance to water stress (Dubeux et al., 2006). Cactus are largely grown in the Brazilian semiarid, and the two main species are Opuntia ficus-indica and Nopaleacochenillifera. In Pernambuco State, the main cultivated cactus forage clones are the “Orelha de Elefante Mexicana”, which belongs to the Opuntia genus, and “Miúda” and “IPA Sertânia” of genus Nopalea (Barbosa et al., 2018). The shape and morphological architecture of spineless cactus canopy, with cladodes varying in size from 0.30 to 0.50 m in height and 0.20 to 0.30 m in width affect their photosynthetic capacity (Silva et al., 2015), and also might constitute promising vegetative barriers, slowing and ponding runoff in sloped areas, hence controlling soil erosion.

Table 2 Physical characteristics of the soil profile for the different locations of Diviner – 2000^® access tubes. Caatinga land cover.

CA – Caatinga; YRA – Yellow Red Argisol; REGN – Regolitic Neosol.

The objective of this work is to present field assessments of near surface soil moisture spatio-temporal distribution, and to evaluate the impact of naturally based soil conservation techniques in reducing runoff, compared to natural Caatinga cover condition, using small scale runoff plots and a network of access tubes for soil moisture monitoring in an experimental ephemeral basin of the Pernambuco State, Brazil.

2 Study area and methodology

The study area is the Jatobá Experimental Basin (with an area of 14 km²), located at the Alto Ipanema River Basin (AIRB) (with an area of 150 km²), in the State in Pernambuco, in the Brazilian semi-arid region (Fig. 1). The Ipanema catchment is part of the São Francisco River basin (area of 641 000 km²) and is located in the Brazilian drought polygon (Montenegro and Ragab, 2010). In this polygon, there is already a conflict among water users, and the region is vulnerable to droughts (Krol et al., 2006).

The climate in the region is extremely hot semiarid Steppe Type, according to the Köppen classification, with a mean annual rainfall of 600 mm (normally concentrated between the months of April and July, but it can change from one year to another) and an average temperature of 23 ^∘C, and potential evapotranspiration of approximately 2000 mm a year (Melo and Montenegro, 2015). Lopes et al. (2018) studied the spatial distribution of rainfall for region, and also observed low rainfall availability conditions for the whole area in the same period.

Figure 2 presents air temperature characteristics, rainfall distribution for the experimental period, potential evapotranspiration (PET), and relative humidity. Total rainfall (and PET) for 2016, 2017 and 2018 were 593 (1292 mm), 651 (1253 mm), and 628 mm (1637 mm), respectively. Montenegro and Ragab (2010) verified that the mean total rainfall for the base line period from 1961–1999 was 702 mm, while for the 2002 to 2007 period was 750 mm. In addition, mean value for PET was equal to 1086 mm. Hence, the experimental period adopted in this study can be considered representative for the region.

Vegetation is predominantly hyperxerophytic Caatinga (Montenegro and Montenegro, 2006), varying from arboreal closed Caatinga to open shrub Caatinga (Montenegro and Ragab, 2010).

The vegetation presents strong seasonality over time, characteristic of the Caatinga Biome. In the dry period, the native forest area losses foliage (deciduous behaviour). At regions with sparse vegetation, large areas exhibit bare soils. The cover condition changes considerably during the rainy season, which is a characteristic of the semi-arid region, with a fast foliage regeneration (Santos et al., 2016).

Climatic data were recorded at an Automatic Weather Station (Campbell Scientific^®) installed nearby the experimental area, as observed in the map (Fig. 1). The station consists of a set of sensors and a communication interface for data recording (CR1000 datalogger) and transfer, including: an anemometer, a rain gauge, a temperature sensor and relative humidity of the air and a pyranometer, recording data hourly. Rainfall depths and temporal characteristics were measured by three automatic rain gauge (TB4-L, Campbell Scientific^®), connected to CR1000 dataloggers, which were programmed to record events every 5 min.

Eight experimental plots 4.5 m wide and 11.0 m long were randomly estabilished at the hillslopes in the experimental basin, with a 5 % slope, to investigate the performance of conservation practices for controlling soil moisture, runoff and erosion. The plots were grouped in two sites (named “João” and “Edivaldo”), each site comprising four plots, with the following soil cover treatments: bare soil, natural vegetation (Caatinga) cover, mulch cover, and Palma Cactus forming contour ridges. Table 1 presents the soil mean characteristics, classified as abruptic eutrophic Yellow Argisol (EMBRAPA, 1997). Mean soil moisture at field capacity is 0.16 m³ m⁻³ (dos Santos et al., 2010), and wilting point is equal to 0.05 (Montenegro and Ragab, 2010). Based on soil density in Table 1, soil total porosity is 0.40.

Figure 4 Time series for soil moisture, for native vegetation (Caatinga), Cactus barriers (Palma), mulching and bare soil, at the experimental plots, at site 1 (João), for the 0–0.20 m layer (a); Comparison of soil moisture for different cover conditions with Caatinga (b, c). Sat: Saturated soil moisture; FC: Field Capacity; WP: Wilting Point.

Figure 5 Mean soil moisture for different layers along soil profile, measured using the Diviner Probe, for sites with the same vegetation cover (Caatinga).

Figure 3 shows a general view of the investigated cover conditions (Bare, Natur, Mulch and Palma): Bare – soil without any of natural or artificial cover on the plot; Natur – predominant natural and/or spontaneous vegetation composed of small and medium – sized open caatinga, with predominant Quince (Croton sonderianus) and Jurema – Preta (Mimosa hostilis Benth.); Mulch – dry grass mulch (Brachiaria decumbens) with density of 8 t ha⁻¹; Palma – presence of forage spineless palma (Opuntia cochenillifera) planted in regular spacing of 0.1×1.5 m, forming a vegetation contour ridge.

CS616 Campbell Scientific probes (one per plot) and access tubes for Neutrons Probe (one per plot) and Diviner Probe (also one per plot) were installed (Figs. 2 and 3), the former at 0.20 m depth, and the access tubes up to 0.60 m, depending on the depth of the impediment layer.

Runoff and sediment yield were monitored and characterized at the 8 experimental plots. Experimental plots have been already established some years ago and are delimited by brick walls of 0.25 m height and inserted to 0.10 m into the soil. Downstream of the plot a drain collects runoff in two consecutive tanks of 1 m³. During the study period, no runoff events reached the maximum storage capacity of the collection tanks, nor significant losses of the stored water due to evaporation observed.

For extreme rainfall events in the 2016 to 2017 period, runoff and sediments were collected individually at the tanks, manually, within one day after each event.

At collection, the stored water at the two tanks was shaken for uniformity and samples were taken in 1 L triplicates. In order to estimate the sediment concentration, samples were dried in an oven (105 ^∘C).

In addition to the aforementioned sites, regular soil moisture monitoring campaigns have been conducted at 25 different locations randomly distributed in the experimental basin (as already shown in Fig. 1), using a capacitance probe (Diviner – 2000^®), with different land use, vegetation cover, and topographic elevation. Access tubes were installed up to 0.60 m depth. However, in this work, soil moisture data were used for 7 distributed sites in the upper part of the basin, along a transect, where the predominant soil class is Yellow Red Argisol and the cover is the Caatinga. In Table 2, it is shown the physical characteristics for the 0–0.40 m soil profile. Measurements at the access tubes located at the chosen transect properly represent the mean behaviour of soil moisture in the basin, as verified by Silva Júnior et al. (2016), using the temporal stability methodology (Vachaud et al., 1985).

Figure 6 Time series for the mean soil moisture, for native vegetation (Caatinga), for the 0–0.10, 0.10–20, 0.20–0.30, 0.30–0.40 m layers. It is also presented the one standard deviation interval around the mean value.

Figure 7 Monthly rainfall and mean soil moisture for the 0–0.40 m layer. One standard deviation interval around the mean value for the 0–0.40 m layer, also showing the mean soil moisture at the field capacity (dashed line) (a); time series for the coefficient of variation of the mean soil moisture, and the net rainfall (R-ET) values (b).

Soil moisture at the access tubes was measured monthly, except during the rainy season, when readings were taken twice a month.

3 Results and discussions

Soil moisture time series for the period from 2016 to 2018 at the experimental plots are presented in Fig. 4a, for the soil layer of 0–0.20 m, and also the recorded daily rainfall. The study plots under natural cover (Caatinga biome) presented the highest near surface soil moisture contents for wet days, after high rainfall depths, mainly by the end of the wet season, due to canopy development. For the dry period, mulching treatment exhibited the highest soil moisture contents. Cactus barriers and mulching cover showed promising results, contributing to the reduction of runoff and increasing the infiltration processes. The bare soil plots, used to represent land degraded sites due to deforestation, exhibited the lowest values of soil moisture and the highest values for runoff and soil loss. Results for bare soil treatments are associated to observed soil crusting at the surface, forming a thin layer which reduces hydraulic conductivity, and hence infiltration. Figure 4b and c present the comparison of soil moisture for the Caatinga natural cover and conservation treatments, for both wet and dry seasons. In spite of the experimental period of only 2 years, it can be verified from data that Caatinga cover efficiently contributes for the highest soil moistures, for the wet condition (particularly for soil moisture values higher than 0.25) due to infiltration, while mulching is effective in maintaining higher soil moisture for dry soil scenarios, for soil moisture values lower than 0.15, approximately the field capacity soil moisture.

As shown in Fig. 4b, soil moisture at plots with conservation practices is lower than at plots with natural cover, due to canopy role for rainfall interception. In Fig. 4b, soil moisture content of 0.25 is a threshold value from which soil water storage at Caatinga plots is higher than soil water at plots with conservation practices. At the studied semiarid catchment, soil moisture is higher than the aforementioned threshold value, favouring canopy development, stemflow, and decreasing relative throughfall, which contributes to a higher infiltration depth. On the other hand, during the dry season, soil moisture for the Caatinga plots is lower than at plots with conservation practices, for contents below 0.15, as shown in Fig. 4c. Such behavior is associated mainly to evapotranspiration dynamics, highlighting the role of the 8 t ha⁻¹ mulch cover in controlling water losses from soil surface.

Hence, mulch and Cactus barriers were both suitable conservation practices in increasing soil moisture in the experimental plots, mainly for the dry season.

It was verified that the sites with Caatinga Natural Cover presented the highest coefficient of variation for soil moisture, due to infiltration and, on the other hand, root water uptake.

Moreover, it should be highlighted that in Caatinga areas, higher water contents are verified at deeper layers, which have a relevant role in sustaining crop evapotranspiration and natural biomass production in the semiarid basin.

In studies of water and soil conservation in watersheds in Africa, Wenninger et al. (2008) highlighted that hydrological processes in semi-arid regions usually present high spatio-temporal variability. Hence, rainfall and runoff measurements are essential for soil moisture dynamics investigation, in order to properly understand runoff generation and mitigate soil erosion. Brazilian Northeast, particularly the semi-arid of Pernambuco State, is usually subject to high intensity local rainfall events, known as thunderstorms (Santos et al., 2016). Such events cause high runoff rates and sediment losses, requiring conservation alternatives to be adopted, to prevent irreversible damages to the topsoil.

Figure 8 Box plots for runoff and soil loss, for native vegetation (Caatinga), Cactus barriers (Palma), mulching and bare soil, at the experimental plots, at site 1, for the 0–0.20 m layer.

Figure 9 (a, b) Rainfall-runoff and rainfall-soil loss relationships for the different cover conditions. (c, d) Comparison of runoff and soil loss of different cover conditions with Caatinga.

Mulch and Cactus barriers also exhibited higher soil moisture peaks than bare soil treatment. For 2017 rainy season, Caatinga vegetation response was significantly higher, which is associated to a more pronounced canopy development. The year 2016 came after a five years drought period, which ended in 2015, causing severe impact to crop production and vegetation leaf development.

Soil moisture spatio-temporal variability in Natural Caatinga cover, using mean values from sites with the same vegetation cover (Caatinga shrub natural vegetation) is shown in the Fig. 5. When analysing soil moisture spatial distribution along the experimental transect, high variability is observed. Moreover, it can be verified in Fig. 5 that in Caatinga areas, higher water contents are verified at deeper layers. Such result contributes to a higher root water uptake, enhancing crop evapotranspiration and natural biomass production. Figure 5 also exhibits the monthly rainfall and the seven days cumulative antecedent rainfall prior to each monitoring campaign.

Figure 6 presents the mean soil moisture for each monitored soil layer, and also the interval of one standard deviation around the mean value, representing the spatial variability of soil moisture among sites. It can be verified that the standard deviation increases with depth, and hence the spatial variability. Grayson et al. (1997) highlighted that in semiarid basins hydrological processes are more fragmented in space. Spatial variability is higher where lower lateral flows occur, and vertical water fluxes dominate.

It can be observed that at dry periods, there is a time lag between the first rainfall events and the soil moisture response, mainly at the deeper soil layers, due to limited hydraulic conductivity. Menezes et al. (2013), evaluating the soil moisture dynamics at the top soil layer, at the same basin, verified distinct rainfall-soil moisture dynamics at areas with Caatinga cover and bare soil, especially at the beginning of the rainy season. Additionally, the authors observed higher soil water contents in areas where Caatinga is present, compared to bare soil regions. Such results are consistent with those obtained by Silva Júnior et al. (2016), evaluating near surface soil moisture temporal stability (from 0 to 0.10 and from 0 to 0.20 m), comparing sites with pasture cover, bare soils and Caatinga Natural cover in the Jatobá Experimental Basin, throughout rainy and dry seasons, between 2010 and 2014, also using a Diviner – 2000^® capacitance probe.

Figure 7 presents the mean soil moisture for the whole 0–0.40 m layer, for all sites located at areas with Caatinga vegetation, and the one standard deviation interval around the mean. Coefficients of variation are also presented, as well as the net vertical component (R-PET). Larger one deviation intervals are verified at the beginning of the rainy periods, as a result of rainfall variability, soil and vegetation heterogeneity, and topographic control. As the soil profile becomes wetter, lateral flow increases, also increasing the spatial correlation among different sites, as pointed out by Grayson et al. (1997), then reducing spatial variability.When the soil dries, lateral flows are reduced, and the coefficient of variation increases as the evapotranspiration exceeds rainfall. It can be clearly observed that a seasonal variation occurred between 2016 and 2017.

In spite of the monthly time scale for soil moisture monitoring at the experimental transect at the head of the basin, general spatial behaviour for different soil layers can be observed. The temporal variation of the standard deviation and coefficient of variation can be related to monthly rainfall and monthly values for R-PET.

Mulch and Cactus barriers were both effective treatments in reducing runoff and soil loss in the experimental plots, as shown in Figs. 8 and 9. By far, bare soil condition is associated to the highest runoff depths. According to Fig. 8, for mulching treatment, runoff values are close to natural vegetation plots (Caatinga), although presenting higher standard deviations. Such results are consistent with the soil moisture temporal observation from the near surface CS616 Probes (already shown in Fig. 4).

Silva Júnior et al. (2016) also monitored the same experimental basin, and observed that areas with Caatinga cover presented higher soil moisture than bare soil or pasture regions. Moreover, de Borges et al. (2014) and Carvalho et al. (2019) verified that mulching significantly increased soil moisture, highlighting the potential of such technique in increasing soil water availability in the semiarid.

Figure 9 also compares runoff and soil loss of different cover conditions with Caatinga. It can be observed that runoff generated at the mulching cover plot is close to the 1:1 line, reinforcing the similar behaviour of such treatment when compared to the natural vegetation. Rainfall- runoff and rainfall- soil loss relationships present both an exponential behaviour, with higher determination coefficients being observed for the former relationship. Hence, total rainfall explains reasonably the generated runoff, mainly for bare soil and Palma barriers conditions. As shown, mulching efficiently protected soil surface, thus increasing infiltration rate, and enhancing soil water storage, as discussed by Montenegro et al. (2013). Moreover, Brasil et al. (2017) highlighted the role of Caatinga canopy in reducing rainfall drops kinetic energy and in increasing soil moisture. Even at a deciduous biome, McLaughlin et al. (2013) verified the benefit of natural vegetation cover for increasing infiltration and water storage at the unsaturated zone, and enhancing evapotranspiration.

According to the box plot in Fig. 8, the natural Caatinga cover was efficient on increasing soil water storage. Such result was also reported by Caloiero et al. (2016). Although the presence of native forest increases water consumption due to transpiration, it is also verified that near surface soil moisture increased in comparison to areas where vegetation was removed.

4 Conclusions

The study successfully addressed the role of Caatinga natural cover and of conservation practices (mulching and Palma barriers) for soil and water conservation in a semiarid ephemeral basin, where evapotranspiration usually exceeds rainfall. Mulching cover was particularly effective for controlling soil moisture during the dry periods, contributing to rainfed agriculture in such areas. The following conclusions could be drawn from this study:

• i.

  The Caatinga deciduous vegetation is highly effective in terms of soil and water conservation for both the dry and the wet season, resulting in a positive nexus between vegetation and water availability at the region. The highest soil moisture contents have been verified, as well as the lowest runoff and soil losses rates;

• ii.

  The Cactus barriers and mulching were effective for soil moisture conservation and for runoff reduction;

• iii.

  Nature-based solutions applying cactus barriers and mulching efficiently increase soil moisture, reducing runoff and soil losses, contributing to restore semiarid degraded areas;

• iv.

  In this extremely hot semiarid environment soil moisture spatial variability increased with rainfall events at the beginning of the rainy season, and then decreases, due to lateral fluxes. When the soil dries, lateral flows are reduced, and the coefficient of variation increases as the evapotranspiration exceeds rainfall.