versión On-line ISSN 1816-7950
Water SA v.38 n.3 Pretoria 2012
P PavelicI, *; V SmakhtinII; G FavreauIII; KG VillholthIV
Iinternational Water Management Institute, Vientiane, Lao PDR
IIInternational Water Management Institute, Colombo, Sri Lanka
IIIIRD, HydroSciences Montpellier, France
IVInternational Water Management Institute, Pretoria, South Africa
Strategies for increasing the development and use of groundwater for agriculture over much of Sub-Saharan Africa (SSA) are urgently needed. Expansion of small-scale groundwater irrigation offers an attractive option to smallholder farmers to overcome unreliable wet-season rainfall and enhance dry-season production. This paper presents a simple, generic groundwater-balance-based methodology that uses a set of type-curves to assist with decision making on the scope for developing sustainable groundwater irrigation supplies, and to help understand how cropping choices influence the potential areal extent of irrigation. Guidance to avoid over-exploitation of the resource is also provided. The methodology is applied to 2 sites in West Africa with contrasting climatic and subsurface conditions. At both sites the analysis reveals that there is significant potential for further groundwater development for irrigation whilst allowing provisions for other sectoral uses, including basic human needs and the environment.
Keywords: groundwater irrigation, water balance, over-exploitation, Sub-Saharan Africa
Enhanced groundwater irrigation for smallholder agriculture in Sub-Saharan Africa (SSA) is widely recognised as being an important aspirational goal that would dramatically improve food security and livelihoods by protecting against poor and highly variable wet-season rainfall and by enabling productive use of land during the dry season (Kay, 2001; Allaire, 2009). However, groundwater-sourced agricultural development across SSA has been severely lagging behind most other regions of the world (Shah et al., 2007). Less than 2% of rural households are served by groundwater for irrigation purposes in SSA, whereas, in contrast, the figures for China and India may be in the order of 30% and 50%, respectively (Giordano, 2005). According to national-level figures from a cross-section of 16 SSA countries, groundwater is being used to irrigate less than 1% of the arable land (Table 1). At the same time, positive developments are emerging, with groundwater being increasingly recognised as a largely untapped resource for agricultural development in SSA, albeit with numerous technical and non-technical issues which severely constrain development (Giordano, 2006; Masiyandima and Giordano, 2007). There is emerging evidence that farmers are increasingly resorting to groundwater for irrigating high-value crops across Ghana where there is much optimism amongst decision-makers and investors that groundwater can play an important role in enhancing productivity and alleviate poverty (Namara et al., 2011). Other successful examples of agricultural groundwater development, often using rudimentary abstraction technologies include the fadama cropping systems along the inland valley areas of Nigeria (Tarhule and Woo, 1997). In countries such as Ethiopia and Zimbabwe, smallholder farmers with higher, year-round access to irrigation water through the use of groundwater are better able to produce higher-valued, marketable vegetables than those without (Hagos et al., 2009). These examples offer hope for the expansion of areas under cultivation and higher cropping intensities if technical, technological, economic and policy-related barriers can be overcome.
One of the issues that must be addressed when proposing new groundwater irrigation development for smallholder farmers is the threat of over-abstraction posed to existing ground-water users, along with the ecosystems supported by groundwater. In countries such as South Africa, where groundwater irrigation development is the most advanced within the SSA region (Table 1), as well as in some other countries in the lower rainfall zones, commercial-scale developments have in some cases already led to continuously falling groundwater levels (Wada et al., 2010).
Across much of the region, very little is known about the physical extent, accessibility and development potential of groundwater, but interest and knowledge are emerging (Namara et al., 2011). Data availability remains scarce, and that which is being gathered is often being collected unsystematically and disconnected from information systems (Adelana and MacDonald, 2008). Not only is the quantum of information and the level of understanding often very poor, it is also highly heterogeneous across the region, which makes it difficult to perform broad-scale assessments. As a result, uncertainties and misconceptions emerge about the development potential.
In areas where the development of the groundwater resources is low, the extent of smallholder irrigation that could be introduced is usually unknown. Given the above-mentioned challenges, simple methods that follow 'start small and learn-as-you-go' principles are needed in order to gauge the levels of irrigation development that can be sustained, and to determine strategies to ensure that the appropriate type and level of development will take place. In this paper a simple methodological framework is presented that aids in the estimation of upper limits of groundwater development for irrigation in terms of volumes of abstraction and irrigated area. The methodology is then applied to 2 case-study areas in West Africa to demonstrate its applicability and utility.
Principles and approach
In groundwater systems that are actively replenished, it is generally accepted that the sustainable yield of an aquifer determines the allowable extent of groundwater abstraction within acceptable levels of stress that maintains and protects dependent social, economic and environmental values (Alley and Leake, 2004). Typically, estimates of sustainable yield are arrived at by detailed and systematic analysis of groundwater-flow systems that uses numerical modelling techniques and are underpinned by data on aquifer properties, boundary conditions, recharge rates, groundwater use, etc. In this context where data upon which to define such limits are sparse or nonexistent, it may be argued that sustainable yield concepts still carry meaning, but the question remains as to how to determine upper limits to groundwater development, allocation for various potentially competing uses, development impacts, and how to put in place control systems that enable the acceptable levels of development to be defined over time as data and knowledge are improved.
Whilst it is a given that any level of groundwater development will create an impact on water levels, and sometimes on water quality, the main issue is the extent to which this impact can be tolerated by water resource managers and communities, and whether the socio-economic benefits derived from groundwater use outweigh the costs to members of the community who do not gain directly or indirectly from the groundwater, as well as the extent to which groundwater-dependent ecosystems are affected. This translates to the avoidance of groundwater over-exploitation and the protection of other beneficial uses, including wetlands, springs, groundwater seepage areas and groundwater-fed dry-season river flows.
A relatively simple method, based on an overall groundwater balance, can be set up for the initial, first-order estimation of the upper limit of groundwater use for irrigation, or the potential areal extent of cultivation with irrigated crops. For the purpose of this analysis, let us consider the groundwater system to comprise of 2 discrete components, namely an underlying one that provides ambient storage, and another overlying one that consists of active storage which is seasonally replenished by rainfall-recharge through diffuse and/or more localised mechanisms (Fig. 1). The ambient component represents the long-term, relatively stable storage whilst the active storage is subject to annual groundwater-level fluctuations due to recharge and discharge fluxes. This is consistent with long-term sustainability if it is assumed that use is derived preferentially from the upper component, and within this component, there is provisioning for the various sectoral requirements, namely domestic and livestock needs, industry, irrigation, and environmental uses. This concept can be expressed as an annual groundwater balance:
Rt = total mean annual recharge (or active storage), (mm-yr1)
Qd,l,in,i,e= discharge to service domestic, livestock, industry, irrigation and the environmental needs, respectively (mm-yr-1)
Quc = uncommitted surplus water for future anthropogenic uses, over and above the other 5 components, so as to complete the balance, (mm-yr-1)
The fraction of the active storage that is allocated to any sector can be calculated. In the case of irrigation (fi) it is simply:
The underlying ambient storage component is identified here as it provides buffering against extreme climate shocks, particularly prolonged drought, and offers additional environmental support. Interaction and exchange of water can take place between the upper and lower components. Whilst the ambient storage may provide reserves that can be intermittently drawn upon, it may be limited or even non-existent in certain settings, such as the crystalline basement aquifers prevalent in SSA.
The question concerning which physical scale to consider is vexed and dependent upon a range of factors. Rather than attempt to prescribe a specific scale of interest here, the concept of a 'management unit' is offered which represents any scale at which groundwater resources need to be managed. It may represent a hydrological unit such as a river basin or aquifer, but not necessarily so, and extend from the regional scale at one extreme through to the farm scale at the other end of the spectrum.
For any given value of Qi the relative area of the management unit (Amu) that may be used for irrigation (Ai /Amu) is a function of total recharge (Rt) and the total seasonal net irrigation (evapotranspiration) water demand of a particular crop (Qc):
The key assumptions implicit in the approach are:
- Aquifers systems are actively recharged by modern rainfall-derived recharge.
- Recharge and discharge fluxes are multi-year averages that balance out inter-annual fluctuations.
- Qd, Ql and Qin are known or estimated a priori. If unknown, then local data on population numbers and per capita water consumption for humans and livestock can be taken from the literature or existing databases (e.g. FAOSTAT).
- The groundwater system is at quasi-steady state such that groundwater inflows and outflows at the management scale do not change significantly over the long term.
- Groundwater quality does not create a major constraint to the sectoral uses.
- Groundwater reserved for ecological purposes, although unknown over the greater majority of SSA, is embedded within the Qe component.
- Average fluxes over the area in question are used. Whilst aggregation at the management scale must take place, the heterogeneities that exist within the landscape are still recognised. Not all sub-areas have the same development potential due to, for example, spatial variability in recharge and constraints in water quality and soil fertility.
- Qc represents the net beneficial as well as non-beneficial evapotranspiration from cropped areas.
- Groundwater use represents net losses from the ground-water reserve (i.e. negligible influence between the ground-water and surface water systems).
- An average annual effective crop water demand (above rainfall inputs) is satisfied by groundwater. This may represent one or more crop types and multiple cropping seasons that are aggregated over the year.
This approach bears similarity to the water-balance approach proposed by Wright and Xu (2000) for South Africa while focusing on identifying limits for groundwater use for irrigation. An alternative approach, proposed by Seward et al. (2006) uses the concept of 'capturable' storage rather than recharge to define sustainability criteria. This approach is probably more accurate than that proposed here, since it describes the physical processes more accurately, but application is limited to cases where there is sufficient data. It is also worthwhile noting the work of Dillon et al. (2009) who used a simple mass-balance approach to assess the sustainability of groundwater irrigation, but with a focus on the role and significance of managed aquifer recharge as supply-and-demand-based counterbalances to the problem of groundwater overdraft.
Total mean annual recharge represents net water replenishing groundwater from various sources, such as rainfall percolation and/or focused recharge from surface water bodies (lakes and rivers, etc.). It is of importance since it governs not only the development potential but also the sustainability of groundwater use. The conundrum is that there are really only 2 main ways it can be derived; one based on regional scale modelling approaches that are reliant upon climate data, and basically considers direct rainfall as sole source of recharge and natural vegetation cover (e.g. Doll et al., 2002); and the other from point measurements, which are more accurate but subject to large spatial variability (e.g. Scanlon et al., 2006). The modelling work of Doll et al. (2002) suggests potential values of, at most, 200 mm-yr-1 in all but the moist central-western region of Africa. Whilst inaccurate at specific locations, this provides a guide as to the end-members for consideration. MacDonald et al. (2009) classified Africa into 3 broad recharge zones: negligible recharge in areas of 200 mm-yr-1 rainfall; up to 50 mm-yr-1 recharge for rainfall in the range of 200 mm-yr-1 to 500 mm-yr-1; and greater than 50 mm-yr-1 recharge where rainfall exceeds 500 mm-yr-1. This generally conforms with the review of recharge studies conducted in 5 arid and semi-arid African countries by Scanlon et al. (2006) that suggests values of <60 mm-yr-1.
Under conditions of high spatial variability the approach can be suitably modified. For example, in the case of large management units with high rainfall variability, effective values may be difficult to derive or of limited value. In such cases, some degree of disaggregation may be desirable to cover separate recharge zones.
The approach presented above is largely driven by recharge, which is difficult to derive to any degree of accuracy without detailed studies. Where uncertainty exists, conservative principles should be applied; effectively this translates into using lower-bound estimates of supply and upper-bound estimates of demand as the safest bet for deriving a lower-limit of Q , the unallocated residual.
From Eqs. (1) to (3) above, it is possible to define a series of type-curves that identify water-allocation options under different recharge regimes. Figure 2 provides such curves for 3 contrasting values off It shows, for example, that in the case of the lowest value offi =0.l, the upper-limit for irrigation Qi (basin-wise) would be 20 mm-yr-1 whereas in the highest case considered (f =0.7) it may reach 140 mm-yr-1. Often, fi is not given or known a priori but can be calculated from estimates of Rt and uncommitted reserves (i.e. accounting for Qd + Ql + Qin + Qe). For Qe, environmental flow requirement considerations can be included, which in the South African context has been referred to as an 'ecological Reserve' (Wright and Xu, 2000).
Figure 3 shows the inter-relationships between water availability (Rt), crop water demand (Qc) (over and above rainfall) and area dedicated to irrigation. Maximum values are established for the fractional areas of the basin that may be used for irrigation as a function of the water availability and crop water demand. For the case off = 0.4 given in the figure, a high water-demanding crop such as sugarcane with an assumed irrigation demand of 1 000 mm-yr-1 would reduce the Ai/Amu value to <0.1, whereas irrigation for moderate water-demanding crops such as tomato (requiring around 500 mm per crop) would bring this up to 0.2 (20%), and for minor supplemental irrigation (requiring about 100 mm-yr-1) increasing it up to 0.8 (80%). Perhaps the strongest message is that in almost all cases it will not be feasible to cultivate all of the land. For an area of high recharge (e.g. Rt = 200 mm-yr-1), growing a water-intensive crop, while retaining 60% for other uses, can only be supported on 10% of the land.
Role of monitoring and information
For communities living within rural SSA, and who are regularly subjected to drought and food insecurity, the requirements for essential services such as supplies of water for human and livestock needs must obviously take predominance over other uses. Determination of what proportion of the residual component may be made available for irrigation (and commercial/ industrial) development, whilst still preserving the natural resource base, including the ecosystems dependent on groundwater, is a difficult area that must take into account the local and wider communities' needs and expectations, at present and into the future.
How can the appropriate allocation for irrigation be known a priori in the face of inadequate knowledge on the sustainable yields of aquifers? Groundwater monitoring and information systems offer the most practical and perhaps the strongest foundation for effective evaluation and management of the resource. When groundwater is developed for irrigation, the depth to the groundwater table will increase, as the system slowly acquires a new steady-state condition, based on increased removal and decreased storage and decreased discharge to other means (e.g. to rivers and springs). Hence, a declining groundwater level may not indicate overdraft conditions, but rather the process of reaching a new stable, but deeper level (Foster et al., 2009). As continuously dropping groundwater levels over several years are a sign of excessive abstraction, it is critical to have continuous monitoring to ensure stabilisation and avoid undesirable effects. Another confounding factor when monitoring groundwater levels is the fact that groundwater levels may not drop immediately upon start of extraction, as the discharge may initially be compensated for by increased recharge from e.g. rivers and ponds. A detailed knowledge of the status of surface water/ groundwater relationships is thus a key component of any aquifer management strategy.
Consider the hypothetical examples presented in Fig. 4 that reflect 2 contrasting levels of development (A and B). Case A indicates no systematic long-term trend in groundwater levels over and above the natural seasonal variability due to intra- and inter-annual rainfall fluctuations, since the combined abstraction does not exceed the sustainable yield of the aquifer. For Case B, where development quickly rises to exceed the sustainable yield, a long-term falling trend in groundwater levels is evident. These examples support 2 main points. The first is that in the absence of firm knowledge of the future behaviour of groundwater systems, monitoring can provide an early-warning system for the avoidance of long-term and more intractable problems. Secondly, inter-annual fluctuations need to be distinguished from longer-term overdraft effects which would require monitoring and evaluation over multiple-year time-scales with concurrent monitoring at selected control points within the management unit. Such monitoring and management could be implemented by local communities that directly benefit from the development (Allaire, 2009), and in a coordinated manner with responsible government agencies. From the above, it is clear that setting limits for groundwater development cannot be determined solely from water balance and flux estimates, as groundwater levels are often the limiting factor and flows and groundwater levels are not simply correlated.
Application to case-study sites
There are very few groundwater systems in SSA where both the recharge and discharge components of the groundwater balance have been determined with sufficient rigor. Two that are known to the authors are presented here.
Atankwidi River basin, Ghana/Burkina Faso
The Atankwidi River basin is a transboundary 275 km2 sub-basin of the White Volta River basin situated in roughly equal proportions within Ghana and neighbouring Burkina Faso. The climate is subtropical with an annual rainfall of 990 mm. The groundwater in the basin is found within the weathered crystalline basement complex, in places overlain by alluvial sedimentary deposits. The mean saturated thickness of the aquifer is around 25 m. Hundreds of smallholder farmers have, since the 1980s, been developing small-scale informal irrigation in the lowlands of the inland valley of the Atankwidi River. During the dry season shallow wells (dugouts) are established through manual effort within or adjacent to the dry riverbed for vegetable cultivation (predominantly tomato). Irrigation water is applied to tomatoes at an average rate of 5.5 l-d-1-m-2, or 770 mm over the 20-week cultivation period (Barry et al., 2010). Often the wells need to be deepened over the course of the irrigation season. The total area under groundwater irrigation has been estimated from ground-truthed remote sensing to be 387 ha (Barry et al., 2010). The salinity of the groundwater is low with a mean total dissolved solids (TDS) content of 130 mg-l-1, which is non-limiting to irrigation, apart from a possible magnesium hazard (Barnie, 2010).
Through a series of studies (Martin, 2006; Barnie, 2010; Barry et al., 2010), the hydrological and hydrogeological processes within the sub-basin have been established. From those works, parameter values and ratios pertinent to this study have been summarised and are given in Table 2. Across the basin, only 3.6 mm-yr-1 is utilised for multiple uses, of which irrigation is estimated from a field inventory to account for 4% of total withdrawals (~0.1 mm-yr-1) or just 0.2% of the annual recharge (Martin, 2006). However, when the measured value of crop water demand of 770 mm-yr-1 for tomato crops and the total area under groundwater irrigation is used, the Qi accounts for 18% of Rt, a value much higher than that derived by Martin (2006). Reported groundwater-level data in the sub-basin indicate no trend, although limited to just 2 years.
Access to the groundwater system through manual lifting of water is dependent upon easy access facilitated through the shallow depths to the water table within the inland valley areas. Even though there is large uncertainty in the actual groundwater use in the basin, there are clear opportunities for expansion of irrigation, given that at least 76% of annual recharge is not abstracted and retained for the environment or uncommitted (Table 2). Ecosystems that are easily identifiable as being supported by groundwater do not occur within the sub-basin, although deep-rooted trees in lowlands may be reliant upon groundwater during the dry season in this environment (Kamagate et al., 2007). Whilst most of the lowlands are already cultivated, there is clear scope for further groundwater development in upland areas, contingent upon suitable soil and aquifer transmissivity conditions. Lowland farmers are highly sensitive to groundwater level declines that may be caused by the combined impact of upland and lowland abstraction. Benefits and potentially adverse effects on lowland irrigators should therefore be gauged through monitoring well records and remedial actions taken locally before problems become entrenched.
Iullemmeden Basin, SW Niger
The part of the Iullemmeden Basin within south-western Niger has a Sahelian semi-arid climate and annual rainfall of 560 mm. The unconfined aquifer belongs to the tertiary Continental Terminal aquifer and is made up of unconsolidated silts and fine sands. The mean saturated thickness of the aquifer is around 30 m. Groundwater is relied upon extensively for domestic and livestock supplies. Interestingly, the water table across this part of the basin has risen by 4 m on a continual basis since the 1960s. This phenomenon is attributed to widespread clearing of deep-rooted trees with the change in land use from natural savannah to millet production, reducing evapotranspiration and enhancing runoff to closed depressions that in turn leads to recharge enhancement (Leduc et al., 2001). Recharge is estimated to be 25 mm-yr1, or an order of magnitude higher than the pre-clearing (1950s) values (Favreau et al., 2009). The shallow groundwater quality is highly suited to agriculture (median value of total dissolved solids of ~45 mg-l-1).
Currently, limited groundwater irrigation occurs within smallholder farms, each being less than 1 ha in extent. Although the total area under irrigation and volumes used are unknown, the estimated values are lower than any other component of the groundwater balance (Table 2). Total groundwater use in the 500 km2 area to the east of Niamey is a small proportion of recharge, with the residual component in relative terms (Qe+Quc/Rt) estimated to be 0.99 in the 1990s to 2000s following the land-use change and associated recharge enhancement. The groundwater system was largely at equilibrium in the 1950s when discharge occurred via evapotranspiration of deep-rooted trees and small fluxes to the Niger River (Favreau et al., 2009). Present-day values of the environmental component (Qe/Rt) are estimated to be 0.04 to 0.08, assuming that anthropogenic groundwater use in the 1950s was less than that used at present and that the environmental requirement of the area is unchanged since the 1950s, thereby giving a Quc/ Rt value of ~0.91. At the aquifer scale, a more conservative approach would be to increase the environmental requirements for natural groundwater outflow (deep-rooted tree transpiration and discharge to the Niger River; Favreau et al., 2011). In terms of the development potential of the resource there are extensive opportunities for expanding groundwater use in the area, irrespective of the Quc/Rt uncertainties. For example, utilising only half of the uncommitted fraction of 0.91 to support a crop requiring 1 000 mm-yr-1 would enable an additional 1.1% (or 570 ha) of the entire management unit to be utilised for irrigation. This represents about a 50% increase in the area under irrigation for the country, and is greater than the total areas under irrigation for 4 of the countries presented in Table 1.
Groundwater is highly relied upon for drinking supplies across SSA, but to date, development for smallholder irrigation has been limited. The region is characterised by a scarcity of data and general lack of knowledge on groundwater systems, including the groundwater balance that makes it difficult to find answers to questions related to development.
A simple, analytical framework based on a groundwater balance is presented that is intended to aid initial decision-making on groundwater allocation for irrigation and the potential areal extent under different cropping choices. The approach requires the user to account for competing groundwater uses, including basic water needs and environmental requirements, making a number of simplifying assumptions.
The first of 2 case studies from the Atankwidi sub-basin located along the Ghana-Burkina Faso border demonstrates that smallholder irrigation has the potential to emerge alongside domestic and other supplies. The second case study from SW Niger also reveals opportunities for expansion of agricultural groundwater use that capitalises on recent hydrological changes brought about by widespread land clearing. The lesson from both studies is that the untapped development potential may be realised with sufficient understanding of the demand-and-supply balance, supported by the inclusion of monitoring and evaluation systems. The analysis also demonstrates that in almost all practical cases, groundwater availability will restrain irrigation development rather than land area.
The Atankwidi case suggests that development of irrigation supplies can have unintended impacts as the socio-economic capacity of various communities (and within communities) is not always the same. The classic example is large-scale commercial farmers drawing down water levels that are most heavily felt by smallholder farmers with limited capacity to drill deeper wells and increase pump capacities. With monitoring strategies and local management in place these aspects can be foreseen and steps taken to rectify problems as they emerge. Cases of groundwater over-exploitation are also known, such as the Haramaya watershed in eastern Ethiopia (Alemayehu et al., 2007), affirming that the limited case studies presented here do not offer a complete picture for SSA.
This work also highlights that very few case studies are available with sufficient data to test the approach across a range of hydrogeological settings, and perhaps to ideally draw out generic findings for SSA. Work of this kind is needed. Furthermore, large uncertainties are associated with the estimation of components of the groundwater balance in terms of recharge and abstraction as well as the needs of the environment. Hence, it is proposed that the method be used to give a first estimation of irrigation potential and as a means to identify where effort is required to ascertain the most critical groundwater-balance values.
This work contributes to a research project led by the International Water Management Institute (IWMI) and financially supported by the Rockefeller Foundation through Project Number 2008-AGR-305, entitled 'Groundwater in Sub-Saharan Africa: Implications for Food Security and Livelihoods' and administered through the CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). The authors are grateful for the constructive comments received from 2 anonymous reviewers of the manuscript.
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This paper was originally presented at the International Conference on Groundwater: Our Source of Security in an Uncertain Future, Pretoria, 19-21 September 2011.
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