Studies of groundwater in the Western Desert started in 1956, to investigate the potential of the NSAS in the oases (El-Dakhla -El-Kharga, El-Farafra, El-Bahariya) by drilling 500 exploratory and production wells at various depths, conducting electrical logs and pumping tests. The regional piezometric maps from 1960 show water levels and estimation of annual extraction. In addition, regional studies have been carried out to define the aquifer geometry, hydraulic characteristics, water level evolution and historical abstraction. Groundwater modelling developed from 1968 onward, covering regional and local areas in the Western Desert, in order to analyze and assess the behavior of the aquifer under current exploitation and plans of further development.
Nubian Sandstone Aquifer System modelling studies
Before 1938, the exploitation of groundwater in El-Kharga oasis was limited to natural springs and shallow wells at depths between 50 and 70 m. Between 1938 and 1952, six deep wells (300–500 m) were drilled to test the aquifer potential for implementing the ’New Valley’ large-scale land reclamation project in 1960. In 1998, groundwater extraction was estimated at 118 MCM/year to irrigate 7,140 ha, while between 1960 and 1998 the natural discharge of artesian wells decreased from 3,598 to 1,400 m
3/day and groundwater levels declined by 0.13 to 2.2 m/year, prompting further groundwater development in El-Kharga oasis to be restricted (Hefny and Sahta
1996; USAID
1998). Twenty years later Mekkawi et al. (
2017) observed a groundwater level drawdown of 60–80 m (bgl) in the northern part and 40–60 m (bgl) in the southern part of El-Kharga oasis between 1967 and 2007. In 2013 Mahmod et al. (
2013) combined a numerical model, 2D-FEM, with genetic algorithms (GAs) and found that groundwater levels could further fall by 47 m by 2060 in the northeastern part of the study area, while the hydraulic head difference between the northern and southern parts would reach 140 m. According to El-Rawy and Smedt (
2020), the irrigated area in El-Kharga oasis reached 11,400 ha, sourcing groundwater from 1,100 shallow wells owned by farmers, abstracting about 8.3 MCM/year, in addition to 300 deep wells owned by the government, abstracting 198 MCM/year. This chronology shows that state-led development proceeded despite restrictions and falling water levels.
In the El-Dakhla depression, the observed drawdown in piezometric pressure was, similarly, about 1.2–2 m/year between 1960 and 1998 (USAID
1998). During the same period, the groundwater extraction rate increased from 118 MCM/year (632 shallow wells and 15 deep wells) to 291 MCM/year (505 shallow wells and 305 deep wells), and the irrigated area increased from 4,200 to 15,750 ha, resulting in a decrease in the discharge of artesian wells from 6,923 to 1,891 m
3/day (USAID
1998). In 2011 Gad et al. (
2011) found an area of 23,226 ha irrigated by 238 shallow and deep wells extracting about 187 MCM/year (0.512 MCM/day, a value estimated based on the irrigated area). Gad et al. (
2011) used MODFLOW in combination with a multiobjective genetic algorithm to test the effect of the actual extraction rate (0.512 MCM/day from 84 shallow and 154 deep wells) and found that the drawdown in the central area could reach 26 m after 40 years, or 30–60 m if abstraction was increased by 20%. Sefelnasr et al. (
2014) considered an actual pumping rate of 1.2 MCM/day, much higher than in Gad et al.’s study, and estimated a depth to water of 75 m after 90 years. A rate of 1.46 MCM/day was found to be optimal in keeping the depth to water under 100 m, while higher rates (1.7 MCM/day) resulted in severe depression cones. In the 1980s, the ‘economic groundwater extraction’ was calculated at 374 MCM/year, while USAID (
1998) predicted that after 100 years of exploitation, the depth to groundwater in the oasis would be 62 m (bgl). Kimura et al. (
2020) recently reported an abstraction rate of 430 MCM/year for a cultivated area of 46,000 ha, pointing to continued growth in water use and that depth to water would reach the uneconomical threshold of 100 m within 90 years. However, the study of agricultural dynamics by Kato et al. (
2014) shows that a lot of other dynamic parameters need to be considered to fully appreciate the situation: change in cropping patterns, crop rotations and fallowing, spatial shifts, types of wells, decreasing well productivity and artesianism, etc.
In El-Farafra, 78 wells were drilled in 1985, increasing to 97 in 1998 to yield an artesian flow of 160 MCM/year (0.44 MCM/day) mostly (96%) used to irrigate 5,880 ha. The observed drawdown in piezometric levels was 0.14–0.42 m/year for the period 1965–1983 (USAID
1998). El Sabri and El Sheikh (
2009) reported that during the period 1962–2008, the number of naturally flowing springs decreased from 67 to 11 springs, while the number of deep wells increased from 18 to 140 wells, irrigating an area of 20,580 ha, therefore almost four times larger than a decade earlier. In spite of this, they used an actual extraction rate (0.49 Mm
3/day) close to that of 1998, considering 140 wells, and predicted a drawdown ranging from 5 to 9 m after 20 years. Saafan et al. (
2011) used MODFLOW combined with a multiobjective genetic algorithm and recommended two optimal scenarios: (1) extraction of 0.19 MCM/day for 15 years at a cost of 1,79 MLE ($280,000) which would result in a drawdown of 6 m, and (2) extraction of 0.179 MCM/day for 50 years at a cost 3.02 of MLE ($500,000), which would result in a drawdown of 8 m. Similar scenarios were recommended by Moharram et al. (
2012), with 0.182 and 0.193 MCM/day, and which would cause a drawdown of 6.40 and 8.57 m, respectively, by 2050. Likewise, El-Sheikh (
2015) tested management plans with a 20-year horizon, considering both present (0.73 MCM/day for 29,400 ha) and future pumping schemes and recommended reducing pumping rates by 20% by adopting drip irrigation, while reclaiming an additional 4,620 ha, with a total pumping rate of about 0.878 MCM/day, which would cause a spatially varying drawdown between 12 and 20 m by the end of 2033, compared to 18–30 m for a do-nothing scenario. In a recent study, El-Mansy et al. (
2020) applied the Ministry of Water Resources and Irrigation (MWRI)’s new sustainability targets in terms of duration (lifting depth remaining economic for 100 years) and depth to water (limited to 40 m) to a proposed reclaimed area of 4,200 ha, and estimated that the most beneficial extraction rate would be 0.120 MCM/day. What stands out in these studies is the very high variability in the abstraction (m
3)/area (ha) ratio, pointing to a lack of accurate monitoring.
In El Bahariya Oasis, natural springs and shallow wells were producing ~33 MCM/year in 1960. During the period of 1963–1997, the observed decline in the piezometric head was 1.2 m/year and the number of deep wells increased from 7 to 59, the extracted rate reaching ~65.6 MCM/year, 89% of which was allocated to irrigate an area of 5,040 ha (USAID
1998). RIGW (
2010) indicated the extraction of 100 MCM/year from the groundwater in Bahariya to irrigate an area of 6,590 ha, a rate found to be 116 MCM/year in 2012 (with 883 wells; Sharaky et al.
2021). Using the FEFLOW numerical model, Himida et al. (
2011) considered an actual abstraction of 34.8 MCM/year for 5,000 ha. They recommended an economic abstraction rate of 0.837 MCM/day from the NSAS to cultivate an area of 21,980 ha with a permissible drawdown of 1 m/year. El Hossary (
2013a) simulated groundwater flow and expected a drawdown of up to 26 m after 25 years at an extraction rate of 0.651 MCM/day. More recently, Sharaky et al. (
2021) estimated the current extraction rate at 108 MCM/year and an expected drawdown from 4 to 32 m in 50 years, concluding that expansion is warranted.
Siwa Oasis is located in the south-west Qattara Depression area and has groundwater levels at 10–18 m below mean sea level (bmsl). Before 1980, the water discharging from 200 natural springs with an estimated rate of 70 MCM/year would irrigate 840 ha. During the period of 1981–1992, farmers constructed 1,000 shallow wells (20–40 m deep) yielding 105 MCM/year in addition to 200 wells (70–80 m deep) yielding 70 MCM/year. In 1996, five deep wells constructed by the army added 20 MCM/year (USAID
1998). The cultivated area increased from 4,200 to 8,400 ha during the period 1998–2013 with an increase of abstraction rate from 196 MCM/year to 225 MCM/year, respectively (El-Hossary
2013b; Abo-Ragab
2010; EuropeAid
2013). Soil salinization, drainage problems and waterlogging have been experienced since 1998, especially in low lands around lakes (USAID
1998; El-Deen
2021).
East-Oweinat is one of the development areas initiated in 1988 to reclaim 79,800 ha (190,000 feddan) by the end of the year 2022 in the southwest of the Western Desert. A finite element model was developed by DRTPC (
1984) to investigate the long-term aquifer response to groundwater development exploitation, and a proposed extraction plan of 474 MCM/year for 100 years was considered with a predicted drawdown ranging from 35 to 100 m. However, Nour (
1996) indicated that the extraction rate of 1.4 BCM/year is sustainable for the coming 100 years with an expected drawdown of 1 m/year. Ebraheem et al. (
2002) used MODFLOW and the historical data of 850 water wells drilled from 1960 to 2000 to model the NSAS in the Western Desert (630,000 km
2) and derived a finer grain model (2,760 km
2) to investigate different extraction rates in East-Oweinat (Ebraheem et al.
2003). They concluded that extracting 1.2 BCM/year would cause a drawdown greater than 140 m after 100 years and would lead to a cone of depression that could affect other reclaimed areas in El-Kharga and Dakhla Oases (Ebraheem et al.
2003). Also, El-Alfy (
2014) developed a MODFLOW model to test an extraction rate of 1.4 BCM/year and found it would cause a drawdown of 30 m at the end of a simulation period of 30 years (1 m/year). It is worth mentioning that the area under cultivation currently (2022) in East Oweinat is 378,563 ha, making these studies quite contradictory with regard to their conclusions.
A summary of methodologies used in modelling studies for the NSAS in the Western Desert during the last 20 years is given in Table
1. This compares the numerical code used, areas modeled, assumed boundary conditions, input hydraulic parameters, data used for calibration, and the expected drawdown due to the management scenarios considered.
Table 1
Summary of recent studies on groundwater management modeling conducted on NSAS during the past 20 years
| East Oweinat | 2,760 | MODFLOW | - No flow at the E, SE, and N - Constant flux at SW - Constant head at Lake Naser | 10–3 | - | 10–20 | Observed heads (1960–2000) | 3,333,000 | 2000–2100 | 140 |
| East Oweinat | 6,500 | MODFLOW | - Specific head at the S and N - No flow at the E and W - Point of well discharge | 10–3 | - | 10–20 | Water levels in 2003–2006–2011 (31 wells) | 3,800,000 | 2011–2041 | 30 |
| El-Kharga Oasis | 186,998 | Grey Model (GM) and 2D-FEM | - Fixed boundary head with the flow direction from the southwest to the northeast | 3.28 × 10−3–3.28 × 10−2 | 50–500 | - | Water levels (1979–2005) (4 wells) | - | 2010–2060 | 47 |
| El-Dakhla | 4,000 | MODFLOW and GA | - Open flow for the SE and NW - General head in the SW (207 m) and NE (140 m) | - | - | - | Water levels measured in 2008 (12 wells) | 511,783 | 2008–2050 | 26 |
| El-Dakhla | Local model from regional model 2.35 × 106 | FEFLOW | - Fixed head (175 amsl) at the E (Lake Nsser water level) - No flow at N, W,S - Wells discharges | _ | 7.5 × 10–2 | 4.8 × 10–5 | Water levels (1960–2005) (56 wells) | 1,200,000 | 2005–2100 | 75 |
El Sabri and El Sheikh ( 2009) | El-Farafra | 3,600 | MODFLOW | For first layer Post Nubian Aquifer - No flow for the E and W - General head at the S (120 m) and N (50 m) For second layer Nubian Aquifer - General head at the S (130 m) and N (60 m) | - | 520 1,250 720 | - | Water levels measured in April 2008 | 490,000 | 2009–2029 | 5–9 |
| El-Farafra | 737.3 | MODFLOW and GA | - Constant head NW (95 m), and SE (136 m) - No flow at NE and SW | - | - | - | Contour map of water levels from El Sabri and El Sheikh ( 2009) | 172,484 | 2010–2060 | 4.60–8.30 |
| El-Farafra | 4,550 | MODFLOW | - No-flow boundary at the E and W - General head at N and S | 10−4 –6 × 10−2 | 55–4560 | 2.5–9.5 | Water levels (5 wells) | 731,268 | 2013–2033 | 30 |
| El-Farafra | 53.29 | MODFLOW | - No flow at E and W - Constant head N (107 m) and S (96.2 m) | - | - | - | Water levels in 2015 (40 wells) | 40,000 | 2015–2115 | <40 |
| El-Farafra | 163,688 | GA | - A fixed boundary head with the flow direction from the SW to the NE | 3.28 × 10−3 to 3.28 × 10−2 | 50–500 | - | Water level from year 1980 to 2005 | - | 2010–2060 | 29 |
| Bahariya | 1,800 | FEFLOW | - Constant head, N (100 m) and S (160 m) - No Flow at the E and W - Point of well discharge | - | - | - | Pumping test data from 1960 to 2000 and measuring head in 1999 (57 wells) | 190,618 | 1999–2100 | 1.4–25.7 |
| Bahariya | 10,767 | Visual MODFLOW | - | 0.8 × 10–1–10–3 | 250 and 3,700 | 4 and 20 | Pumping test data and water levels from RIGW ( 2010) | 651,640 | 2010–2035 | 3–26 |
El-Moghra Aquifer system modelling studies
El-Moghra aquifer system is semirenewable since it receives an amount of recharge from the Nile Delta aquifer and the Nubian Sandstone, as mentioned earlier. Groundwater abstraction has increased rapidly due to the uncontrolled growth in reclaimed areas in the last three decades on the eastern part of El-Moghra aquifer. Initially the use of groundwater was limited to a small number of farms located at the end of the irrigation system, but after the 1992 expansion soared without any control or regulations. The manifestations of aquifer depletion were noticed after a few years in different locations such as Dina Farm (Gawad and Bekhit
2014; El Quosy
2019). Groundwater salinity increased to 1,500 ppm, due to return flow from the drip irrigation system, the water table dropped by more than 20 m, and land deteriorated (Negm et al.
2021; MWRI
2005). Impervious soil layers that limit percolation created drainage and water logging problems (El Abd and El Osta
2014; Amer
2021).
Until 1998, the abstraction rate from El-Moghra aquifer was estimated at 52.3 MCM/year, and the water was used to irrigate an area of 5,334 ha in Wadi El-Farigh, where an assessment study pointed to the feasibility of a long-term extraction of 120 MCM to irrigate 14,700 ha (35,000 feddan; USAID
1998). Youssef et al. (
2021) indicated that an area of 336,000 ha (800,000 feddan) is now supplied with water from the eastern part of El-Moghra Aquifer in Wadi El Farigh (Fig.
2). The Miocene aquifer water level decreased at a rate from 1.3 to 1.7 m/year during the period from 2003 to 2015 and groundwater salinity increased from 300 ppm in 2003 to more than 2,000 ppm in 2012, due to intensive exploitation (Youssef et al.
2021).
In the last 10 years, studies have been conducted on El-Moghra aquifer to optimize the use and management of groundwater and to reduce adverse consequences (Table
2). In Wadi El Farigh, two studies have been conducted using a MODFLOW model to assess the expected drawdown for a simulation period from 2006 to 2050. Youssef et al. (
2012) predicted a decline of 30 m and Khalifa (
2014) of 17.2 m, despite almost doubling the simulated pumping discharge from 0.303 to 0.569 MCM/day. Youssef et al. (
2012) recommended reducing pumping rates and constructing a new canal for diverting water from the River Nile to maintain the depth-to-groundwater at 16 m.
Table 2
Summary of recent studies on groundwater management modeling conducted on El-Moghra aquifer during the past 10 years
| Wadi El-Farigh | 3,600 | MODFLOW | Constant head boundary at the: - NE direction, 8 m - East range between 8 and 2 m - SW ranges between 16 and 20 m - West range between 20 and 22 m | 1.2 × 10–4–7.5 × 10–3 | 95–3034 | 9.8–77.76 | Water levels in November 1991 (contour map) | 303,703 | 2006–2050 | 30 |
| Wadi El-Farigh | 3,600 | MODFLOW | Constant head boundary in the: - NE–SE direction, 4 m - SW with variable values between –16 and –22 | 0.027–0.135 | 95.04–3033.96 | 9.8–77.76 | Water levels in 2006 and 2009 (5 wells) | 569,020 | 2006–2050 | 17.23 |
| Moghra Oasis | 1,540 | MODFLOW + MT3DMS (SEAWAT) | The Mediterranean Sea is considered to have a constant head boundary of 0 m, and a constant salinity boundary of 35,000 mg/L | 0.1 and 0.001 | 760–7,600 | 1–24 | Pumping tests 2018 (14 wells) | 465,000 | 2018–2118 | 28–20 |
| Moghra Oasis | 0.075 | MODFLOW | El Diffa plateau in the north is a no-flow boundary and the SW and NW sides act as general head boundaries | Not mentioned | Not mentioned | Not mentioned | Year 2013 (4 wells) | 300,000 | 2040–2065 | 28 |
| Moghra Oasis | 58,000 | MODFLOW | -NE fixed head of 0 m -SW fixed head of –80 m (AMSL) -NW and SE, no flow | 0.2 | - | 0.2 and 100 | - | 1,824,000 | 100 years (no dates) | 139.7 |
| Moghra Aquifer | 73,300 | MODFLOW | Constant head at the: - Mediterranean Sea (0 m) - To the west parallel to Wadi El-Farigh the recharge rates from Rosetta branch, with head of 4 m and conductance of 936 m2/day - Upward leakage from the artesian Nubian Sandstone Aquifer System in the SW direction of the Moghra Aquifer presents as a general head boundary with a conductance of 110 m2/day | 9.15 × 10–4–0.25 | 419–3600 | 0.83–14.28 | Water levels 1988 (contour map) | 233.3 × 106 | 50 years (no dates) | 369 |
| Wadi El-Natrun (WEN) | 2,016 | MODFLOW | General head: - The first boundary condition (NW–SE) lies between the Pliocene–Pleistocene aquifer on the boundary aquifer of WEN Depression parallel to Cairo-Alex Desert Road -The second boundary condition (NW–SE) lies between the Pliocene-Miocene aquifer on the boundary WEN | 1.85 × 10–4–1.7 × 10–2 | 500–1,660 | 9.8–38.9 | Water levels in 2015 (14 wells) | 56,428 | 2015–2065 | 3.29 |
| Wadi El-Natrun (WEN) | 2,960 | 3D GMS hydraulic model | Head boundaries: - From the SW (–8 m), south (–12 m) and west (–14 m) - The eastern and NW parts are represented as no flow | 1.8 × 10–4 | 330–3,842 | 1.2–42.27 | Groundwater levels of El Abd in 2005 and water levels in October 2015 | 289,972 | 2015–2050 | 40 |
In the Qattara Depression, in the north-west of El-Moghra aquifer, since 2016, the government has been reclaiming land in a new project of about 71,400 ha (170,000 feddan), as part of the “1.5 million feddan project” (Fig.
2b). El Sabri et al. (
2016) used MODFLOW to predict a decline in the water table of 28 m after 50 years, assuming an extraction of 0.3 MCM/day. They recommended irrigating only 42,000 ha (100,000 feddans), which would limit groundwater decline to 0.53 m/year over a time span of 100 years. Gomaa et al. (
2021) investigated the flow and salinity distribution of groundwater in an area where 445 wells were drilled in 2018 to reclaim 84,000 ha. Using SEAWAT they concluded that irrigating this full area (scenario 3) with 0.7 MCM/day would cause a drawdown of 58–81 m and a salinity increase between 7 and 17%, according to the well location, after a simulation period of 100 years. Likewise, using MODFLOW, Sayed et al. (
2020) tested several scenarios over a period of 100 years and recommended cultivating an area of 36,000 ha, with a total abstraction of 2.88 MCM/day from 1,000 wells, which would cause a drawdown of 92 m (less than 1 m/year). Ragab et al. (
2019) used the Visual MODFLOW software to test different pumping scenarios over a 50-year period. They predicted a drawdown of 369 m for an abstraction of 1.86 Mm
3/year (full development of 170,000 feddan) and recommended reducing planned pumping rates by 70% to extend the lifetime of the aquifer. It is believed that the aquifer is “probably recharged through upward leakage under artesian conditions” (Sayed et al.
2020), which serves to underline the high uncertainty inherent in these quantitative projections.
Wadi El-Natroun is a depression to the east of El-Moghra Aquifer (Fig.
2b) with rapid and unregulated groundwater exploitation during the past two decades. Ahmed et al. (
2015) used MODFLOW to simulate the current extraction rate (56,428 m
3/day) in this restricted area and predicted a drawdown of 3.29 m after 50 years. El Osta et al. (
2018) tested higher rates of exploitation in the same year 2015 (289,972 m
3/day) and predicted a drawdown of 40 m in the year 2050. They proposed extracting 157,000 m
3/day, which can cause a drawdown of 4 m at the end of the simulation period in the year 2050.