SlideShare a Scribd company logo
1 of 8
Download to read offline
Applied Engineering in Agriculture
Vol. 32(1): 55-62 © 2016 American Society of Agricultural and Biological Engineers ISSN 0883-8542 DOI 10.13031/aea.32.11261 55
THE EFFECTS OF REGULATED DEFICIT IRRIGATION ON
THE WATER DEMAND AND YIELD OF OLIVE TREES
S. Talozi, L. Al Waked
ABSTRACT. Alternative water demand management techniques in the agricultural sector that lead to greater efficiency in
the use of water are of increasing importance in arid and semi-arid environments as municipal and industrial sectors gain
higher priority within water allocation regimes. This study examines the use and performance of a basic regulated deficit
irrigation (RDI) strategy on olive trees in Jordan as a case study for the generally dry Middle Eastern and Mediterranean
regions and as an example of a practice that any farmer can easily adopt. Olive trees are tested under four different RDI
treatment levels (100%, 75%, 65%, and 50%) of evapotranspiration and are measured for their quantity and quality of oil
and fruits produced. Results indicate that an RDI level of 65% produces the highest oil content and reaps water savings of
21%with no adverse effects on the quality of the oil. The highest level of fruit production is still achieved with no RDI. The
findings in this study underline the significance of adopting RDI for the production of olive oil and the potential for other
crops to adopt RDI in order to hedge against impending water crises.
Keywords. Evapotranspiration, Jordan, Oil production, Olive trees, Regulated deficit irrigation.
ordan is currently experiencing a water shortage
crisis due to several factors including high population
growth, a continuous influx of Syrian refugees, a lack
of surface water availability, rapidly depleting
groundwater reserves, and a decline in the amount of
annual rainfall (Verner et al., 2013; Ta’any et al., 2014;
Jordan Ministry of Environment, 2014). In light of these
socio-economic pressures on the country’s water resources
and the effects of climate change, there is an increasingly
worrisome imbalance between total freshwater demand and
supply, an imbalance that is only expected to worsen. Even
with the envisioned heavy investment in water resources
development, coupled with various strategies to improve
water demand management, the annual water deficit in
Jordan is expected to be about 451 million cubic meters
(MCM) by the year 2020 and 687 MCM by the year 2040
(Jordan Ministry of Environment, 2014). These shortfalls
will represent roughly 28% and 31%, respectively, of the
total water demand and they will have to be supplied
through other demand-reduction strategies.
Despite the increasing demand for food production that
will accompany a growing population, water allocation to
the agricultural sector will continue to decline (Verner
et al., 2013), or at least remain relatively constant (Jordan
Ministry of Water and Irrigation, 2013), in the face of
increasing demands from the more economically valuable
municipal and industrial sectors. Therefore, innovations are
necessary to reduce and control the present and future
agricultural water demands while maintaining the same
level of agricultural productivity. It is essential for Jordan
to explore new ways by which the productivity of one unit
of water can be maximized.
Olive trees in Jordan are the focus of this article. From
the 2012 survey carried-out by Jordan’s Ministry of
Agriculture, it is seen that rainfed olive trees cover roughly
46,575 ha of Jordan’s land area while irrigated olive trees
cover 15,525 ha. About 73% of the land area used for fruit-
bearing trees in Jordan consists of olive trees; with the total
production of olives in 2012 amounting to 155,640 tons
consumed either fresh or made into olive oil (Jordan
Ministry of Agriculture, 2012). As Venot et al. (2007)
detail in their study on irrigated agriculture and water
pricing in Jordan, most of the country’s olive trees are
located in the Highlands area and if irrigated, use
groundwater resources. Olive orchards are maintained by
settled Bedouins or other entrepreneurial farmers who also
cultivate vegetables or stone-fruit trees, or by absentee
owners who hire someone to run the farm in their absence
and visit only on occasion. Venot et al.(2007)(and echoed
by Rosenberg and Peralta, 2012) further point out the low
water productivity of olives, or the fact that each cubic
meter of water used for olives does not generate a high
return. But olive orchards have a high social value for
Jordanians and there is much sentiment tied to this
traditional crop that cannot simply be reflected by sheer
maximization of profit. This would indicate that instead of
simply demanding the abandonment of olive orchards for
the sake of water scarcity, it would be socially more
acceptable to find a way to continue with the production of
olive trees in a way that uses less water, as is here
presented.
Submitted for review in March 2015 as manuscript number NRES
11261; approved for publication by the Natural Resources &
Environmental Systems Community of ASABE in September 2015.
The authors are Samer Talozi, Assistant Professor, and Laith Al
Waked, Graduate Student, Water Demand Management Program, Jordan
University of Science and Technology, Irbid, Jordan. Corresponding
author: Samer Talozi, Civil Engineering Department, Jordan University
of Science and Technology, Irbid, Jordan; phone: 00962-795-204154; e-
mail: samerbse@just.edu.jo; samertalozi@gmail.com.
J
56 APPLIED ENGINEERING IN AGRICULTURE
While Jordan has witnessed the advent of modern,
pressurized irrigation systems, these networks are not
realizing their full potential and it has become ever-more
necessary to exploit this potential through proper
management techniques and improved irrigation
scheduling. Regulated deficit irrigation (RDI) is one of the
promising management techniques that can be applied to
Jordan’s agricultural sector. RDI, in essence, maximizes
water use efficiency by purposely reducing water
application during certain stages of growth that are less
sensitive to water stress. In these stages, water is supplied
at a rate lower than the evapotranspiration rate but still at a
rate high enough to avoid any negative impacts on crop
yield or quality (Fereres et al., 2003; Kijne, 2003; Velez
et al., 2007). As a result, water is saved and crops are
maintained.
Several studies have already been carried out to
investigate the impact of RDI on crop yields in countries
with arid environments such as Australia, Spain, Turkey,
Morocco, the United States, and China [Food and
Agriculture Organization (FAO), 2002], with some also
focusing on olive trees. Dabbou et al. (2010), in their
experiment on olive trees in Tunisia, found that the best oil
and fresh fruit production occurred with a 75% RDI
scheme. Ramos and Santos (2010) likewise found the
highest oil and fruit yields occurring with a 60% sustained-
deficit irrigation regime within their olive tree test case in
Portugal. And the olive trees tested by García et al. (2013)
in Spain with RDI treatments saw higher oil yields and no
difference in quality as compared to control cases. On the
other hand, Gómez-del-Campo (2013) reports that while
the control treatment with no RDI on olive trees in Spain
still had the highest oil content, one of the RDI treatments
had an oil content very close to the control and just as
importantly reaped significant water savings, unlike the
control group.
With regard to the particular timing of RDI application,
it has been found that the second phase of fruit develop-
ment in the olive tree, when pit hardening occurs, is the
most resistant to water deficit (Goldhammer, 1999), while
the blooming growth stage is extremely sensitive to water
stress (Moriana et al., 2003). The third phase of olive fruit
development, oil accumulation, while difficult to pinpoint,
is also said to be sensitive to water stress (Lavee and
Wodner, 1991). Tognetti et al. (2005) have recommended
that RDI be applied to olive trees after the pit hardening
stage to cover 66% of the crop evapotranspiration. It has
been seen elsewhere that olive trees show only a slight
reduction in fruit production and oil yield under severe
water stress during this stage of growth (Goldhammer
et al., 1994; Moriana et al., 2003).
While these studies reveal useful information with
regard to olive trees and deficit irrigation, the present study
seeks to add to this body of knowledge in two ways. First,
the specific suitability of RDI for olive trees within
Jordan’s unique and local climatic conditions is newly
examined. In particular, the study is conducted in the
Highlands region, which uses limited groundwater
resources as the main source for irrigation and also suffers
from high soil salinity. Farmers have shifted to olive trees
and away from other crops in past years due to their more
drought-resistant and saline-tolerant nature (Chebaane
et al., 2004). But the sustainability of olive tree cultivation
will still depend on farmers’ abilities to use less water and
this study’s support of RDI for olive trees could be the
solution. The second way in which this study seeks to
contribute is to offer a more straightforward and less
technically-sophisticated variety of RDI that can be easily
adopted by farmers, many of whom do not have the
capacity to engage in more complex schemes and do not
benefit from strong agricultural extension services from the
government. Ultimately, the objective of this research is to
provide farmers with the means to apply RDI within their
daily work, not only to maintain the quantity and quality of
their olive yield but also to aid the nation in decreasing its
water demands in the agricultural sector.
METHODOLOGY
The methodology of this study includes several steps.
After determining the general climatic conditions of the
study location, a soil analysis was conducted to ascertain
the soil texture and water holding capacity that would
eventually guide the irrigation scheduling. Evapotranspira-
tion was then estimated in order to obtain the water
requirements to fit the different RDI treatment levels. The
equipment used for the experiment and the daily
maintenance activities are discussed as well as the fruit
harvesting process. At the end of the experimental period,
olives were tested for their fruit and oil quantities and
qualities. Finally, a statistical analysis was done to
determine the significance of the differences with regard to
olive fruit production and characteristics between the
different treatments.
STUDY AREA
The olive plantation used in this study is located within
the Highlands region of Jordan in the northwestern part of
the country. This particular site is located within the
campus of the Jordan University of Science and
Technology at an elevation of roughly 580 m and at latitude
32°28’36.77” N and longitude 35°58’24.05” E, just to the
east of the city of Irbid (see fig. 1). The olive trees used in
this study are Muhassan olive trees (Olea europaea L.) that
were planted in 1999 and were eight years old at the time of
experimentation in 2007. There are four rows with six trees
per row and 8 m spacing between trees and 8 m spacing
between rows, totaling 24 trees in all and a site area of
roughly 2,240 m2
. The site is characterized by hot summers
and cold winters, with an average winter temperature of
20.5°C and an average summer temperature of 32.6°C, as
recorded in Irbid. The average annual rainfall, again as
recorded in nearby Irbid, is 465 mm. Water used for
irrigation on campus is a mixture of reclaimed wastewater
and rainfall collected in the university lake that has an
annual average electrical conductivity of 1.5 ds/m and a pH
of 8.2.
32(1): 55-62 57
SOIL ANALYSIS
With regard to the soil type, samples were taken at two
depth ranges, 0-30 cm and 30-60 cm, and soil analyses
were run using the Bouyoucos hydrometer method to
determine the soil texture. Results are displayed in table 1
and show that the soil texture for both samples was sandy
clay loam. The water holding capacity (WHC)was
calculated at around 1.5 mm/cm depth of soil based on
Amayreh et al. (2003).
The WHC is then used in the irrigation scheduling as a
guide for adding the appropriate amount of water that the
soil will hold without any deep percolation or loss below
the root zone. The root depth of the olive trees is 1.5 m,
with a maximum storage capacity in the soil of 225 mm.
Therefore, no more than 225 mm of water should be
applied per irrigation event in order to avoid water loss to
deep percolation.
EVAPOTRANSPIRATION ESTIMATE
The evapotranspiration (ETc) is estimated in mm/day. In
order to reach this number, several steps were taken. A
Class A pan was used on-site to determine the daily
evaporation rates (Epan) in mm/day. The pan coefficient
(Kpan) was determined according to the procedures outlined
by the FAO in its guidelines for calculating crop water
requirements (Allen et al., 1998) and was found to be
0.63.With these two pieces of data, the reference
evapotranspiration for the crop (ETo) in mm/day was
calculated by multiplying the Class A pan evaporation
(Epan) by the pan coefficient (Kpan) (eq. 1).
ETo = Epan * Kpan (1)
where
ETo = the reference evapotranspiration (mm/day),
Epan = the pan water evaporation depth in (mm/day), and
Kpan = Class A pan coefficient.
The ETo was then equated with the average daily
consumptive use rate of a mature crop with full canopy
(Ud) in mm/day. To determine the shaded area (Pd), the plot
area for each tree came to 64 m2
(8 m spacing between
trees and rows) and the shaded area per tree at midday was
seen to be 12.5 m2
(the radius of the shaded area under each
tree was 2 m). Hence, the total shaded area percentage was
20%, or 12.5 m2
/64 m2
.Ud is corrected for by the Pd as seen
in equation 2 to calculate the average daily transpiration
rate for a crop under trickle irrigation (Td) (Keller and
Bliesner, 1990).
Td = Ud (0.1 * Pd
0.5
) (2)
where
Td = the average daily transpiration rate for a crop under
trickle irrigation (mm/day),
Figure 1. Map showing the location of Jordan University of Science and Technology (JUST), where the study site is located, within Irbid
Governorate and Jordan at large.
Table 1. Soil analysis results.
Sample
T[a]
(°C)
EC[b]
(ms/cm) pH
Hydrometer
40 s
(solution
density)
Hydrometer
2 h
(solution
density)
T
(°C)
Soil
Texture
0-30 cm 26.5 0.89 8.59 45 31 25
Sandy clay
loam
30-60 cm 26.6 0.76 8.59 47 30 25
Sandy clay
loam
[a]
T=temperature.
[b]
EC=electrical conductivity.
58 APPLIED ENGINEERING IN AGRICULTURE
Ud = the average daily consumptive use rate of a mature
crop with full canopy (mm/day), and
Pd = the percentage of soil surface area shaded by crop
canopies at midday (%).
Finally, the actual amount of water used by a crop (ETc)
was calculated, as seen in equation 3, by multiplying Td by
the crop coefficient (Kc), which was determined through
the above-mentioned FAO guidelines (Allen et al., 1998)
and is 0.65 for olives.
ETc = Td * Kc (3)
where
ETc = the crop water requirement (mm/day),
Td = the average daily transpiration rate for a crop under
trickle irrigation (mm/day), and
Kc = the crop coefficient.
FIELD AND IRRIGATION MANAGEMENT
The field in which the olive trees in this study are
located was plowed using a disk plow. Weeds were
controlled with the application of herbicides two times
during the study period. Regular fertilization, spraying, and
pruning measures were taken during the study period and
care was taken not to affect the experiments.
A drip irrigation system was installed with each tree
fitted with a 220 L/h self-compensated pressure bubbler.
The system included a main valve, a main water meter, a
pressure regulator, pressure gauges, and a 120 mesh in.2
disk filter. Each lateral was equipped with a valve to stop
and/or control water flow at anytime and with water meters
to measure the desired water flow according to the
irrigation schedule. Irrigation events were scheduled twice
per week and irrigation pipes and disk filters were flushed
weekly to avoid clogging of any of the orifices.
The experiment was conducted over one season, as has
been the experimental period in similar studies on olive
trees (Motilva et al., 2000; Tovar et al., 2001; Romero
et al., 2002; Tognetti et al., 2005; Garcia et al., 2013).
There were a total of 43 irrigation events in three phases:
pre-RDI, RDI, and post-RDI. Irrigation of the olive trees in
the pre-RDI phase began on 3 June and all trees continued
to receive the same irrigation quantities until 3 July,
totaling 8 irrigation events in this phase. RDI began
thereafter at the start of the pit hardening stage and
included 23 irrigation events, lasting until 23 September.
The post-RDI phase began subsequently and 12 irrigation
events were conducted during this time period, with all
trees receiving the same water quantities. Four treatments
were applied across the entire plot, with each treatment
being applied randomly and separately on a row of 6 trees
within the plot. The first row acted as the control (T1),
receiving the full crop water requirement of 100% of the
evapotranspiration (ETc) for the duration of the experiment.
The other three rows received treatments that provided the
trees with 75%, 65%, and 50% of the ETc (T2, T3, and T4,
respectively) from 3 July to 23 September.
HARVESTING AND TESTING
The olive fruits were harvested on 18 November and a
random sample of 30 olives from each tree was taken for
physical testing, meaning a sample size of 180 olives per
treatment or a total sample size of 720 for all treatments.
The remaining quantity of olives was sent directly to an
olive press. The fruits were pressed by cold pressing
machines, in which olives are pressed at low temperatures
(between 28°C-32°C) to preserve both the flavor and the
nutritional components of the oil. The total quantity of fruit
and oil produced, the percentage of total weight that was
pressed into oil, the oil acidity, and the peroxide were
measured for each treatment group.
After the harvest, physical tests were also run to
determine the effects of RDI on fruit weight, major and
minor diameter, pit weight, pit-to-fruit ratio, and the
ripeness index. The ripeness index is calculated according
to the method used by the National Institute of Agronomi-
cal Research in Spain, which is based on a subjective
evaluation of the olive skin and pulp colors (Motilva et al.,
2000). Ripeness index values range from 0 to 7. The
procedure consists of distributing a randomly taken sample
of 100 fruits into eight groups: intense green (group N=0),
yellowish green (group N=1), green with reddish spots
(group N=2), reddish brown (group N=3), black with white
flesh (group N=4), black with less than 50% purple flesh
(group N=5), black with 50% or more purple flesh (group
N=6), and black with 100% purple flesh (group N=7). The
index is expressed as (Ni ni)/100, where N is the group
number and the n is the fruit number in that group.
STATISTICAL ANALYSIS
Statistical analyses were run on the above-mentioned
physical parameters (total fruit weight, major diameter,
minor diameter, pit weight, and pit-to-fruit ratio) using the
statistical software package STATA (StataCorp., College
Station, Tex.). Regression analyses using clustered
sampling (based on individual trees) and F-tests were used
to determine if there were overall significant differences
between the means of each parameter among the
treatments. Regression analyses also showed levels of
significance for the differences between the means of the
control treatment and the means of the three RDI level
treatments. Further F-tests were run to check for significant
differences between the three RDI treatments themselves.
The same regressions were run using cluster bootstrapping
procedures in order to obtain a higher level of accuracy
with cluster-robust standard errors and the same levels of
significant were achieved. With regard to the data on fruit
and oil production, data was only available per tree for fruit
production. Regression analyses and F-tests were used on
this data to determine if there were significant differences
between the control treatment and RDI treatment trees for
fruit production.
RESULTS AND DISCUSSION
The water volumes used in the four test treatments T1-
T4 are listed in table 2, with evapotranspiration levels of
100%, 75%, 65% and 50%. These quantities include the
periods before and after RDI during which all treatments
were receiving the same quantities of water. Thus, for
32(1): 55-62 59
example, while T2 was supplied with 75% of the water that
T1 was supplied with during the RDI period, the total water
used in T2 for the entire irrigation period is 85% of the
water used for T1. The water use per hectare is also given
in order to scale-up the water use calculations for the
broader picture in Jordan later (the plot area for each
treatment was 560 m2
, which is 0.056 ha).
Observations were made regarding the fruit characteris-
tics and vegetation growth of the stressed and non-stressed
trees throughout the season. Fruits in T1, undergoing no
stress, and T2 appeared green in color throughout the RDI
period while in the other treatments (T3 and T4) the fruit
began to change color on 16 September during the fruit
development phonological stage 79, according to the
Biologische Bundesanstalt, Bundessortenamt, Chemische
Industrie (BBCH) phonological scale (Sanz-Cortés et al.,
2002). The dimensions of the olive fruits were also
noticeably affected by the level of RDI. Fruits in T4 were
smaller and had more defects while fruits in the other
treatments were larger and had fewer defects. No fruit drop
was recorded in any of the four treatments during the
season.
The results of the measurements at harvest of the olive
fruits and oil, the percentage of oil in the total fresh weight,
the oil acidity and the amount of peroxide are listed in table
3 for all four treatments. The olive fruits production for T1,
T2, T3, and T4 in kg per overall treatment area (560 m2
)
are listed in table 3 and their corresponding production
amounts in kg per ha, respectively, are: 2,985,000,
2,195,000, 2,280,000, and 2,230,000. Similarly, olive oil
production in kg per treatment area is listed in table 3 and
the amounts in kg per ha for T1, T2, T3, and T4 are,
respectively: 453,000, 468,000, 513,000, and 423,000.
From the statistical analyses on fruit production, there are
statistically significant differences between each of the RDI
treatments and the control treatment (T1). The differences
among the RDI treatments with regard to fruit production
were not found to be significant.
It can be seen that the highest oil production was
achieved in T3 at an ETc level of 65% while for fruit
production the highest amount was seen in T1 at an ETc
level of 100%. These results are in agreement with previous
studies that have found that deficit irrigation increases oil
production but reduces fruit production (Motilva et al.,
2000; Garcia et al., 2013). In T1, in which olive trees were
not put under water stress, oil accumulation was delayed
and at the time of pressing, most fruits were not ready in
terms of coloring and ripeness, indicating that these trees
would have needed to be irrigated for a longer period of
time if oil production were the goal. On the other hand, in
T2 and T3, oil acidity was lower and the percentage of oil
was higher, in comparison to T1 and T4, signaling the
appropriateness of water stress during the pit hardening
stage in these treatments for the production of oil. These
results suggest that over-stressing (T4) or preventing the
stress of olive trees (T1) will result in a lower quantity of
oil with higher oil acidity.
The results of the physical tests on the ripeness index,
fruit weight, major and minor diameter, pit weight, and pit-
to-pulp ratio are listed in table 4. The calculated ripeness
indices show that it is lowest for T1 and this supports the
finding that this treatment has the lowest oil productivity.
The pit weight in T1 is also the lowest, again indicating that
the fruits were not in the oil accumulation stage because
most of the flesh was still water and not oil. In T2 and T3,
the highest ripeness indices were recorded, also supporting
the finding that the highest oil yield as a percentage of fresh
weight is found in these treatments. With regard to fruit
dimensions, overall, the fruits in T4 were smaller than in
the other treatments, signaling that this treatment method is
not appropriate for either fruit or oil production.
Statistical analyses revealed that the overall differences
between the parameter means among all four treatments
were significant at a 95% confidence level except for with
regard to the pit weight. The analyses also showed that
some of the specific differences between the control
treatment (T1) and the RDI treatments (T2, T3, and T4)
were significant. These results are shown in table 5 (T1
serves as the baseline to which the other three treatments
are compared in the regressions). In particular, T4 showed
the most statistical difference between itself and T1 on all
parameter measures. Otherwise, only T3 displayed a
statistically significant difference with T1 with regard to pit
weight. As for differences among the RDI treatments, T4
showed statistically significant differences with both T2
and T3 for all parameters except pit weight. T2 and T3 did
not show any statistically significant differences between
each other. All of the results, while not showing that T2
and T3 actually enhanced the physical parameters of olive
Table 2. Total water used by each treatment during the study.
Treatment
Water Use per Treatment
(mm)
Water Use per ha
(m3
/ha)
T1 100% ETc 131 1,305
T2 75%ETc 111 1,111
T3 65%ETc 103 1,030
T4 50%ETc 92 918
Table 3. Total olive fruits, oil production, and
chemical properties per irrigation treatment.
Peroxide
(meq.O2/kg)
Oil
Acidity
(oleic
acid)
Percentage
of Oil
(% fresh
weight)
Olive Oil
Production
(kg)
Olive
Fruits
Production
(kg)Treatment
50.4815.545.3298.5100% ETT1
50.4521.946.8219.575% ETT2
50.4523.151.3228.065% ETT3
50.4819.542.3223.050% ETT4
Table 4. Mean and standard deviations of the physical parameters of the olive fruits for each treatment.
Treatment Ripeness Index Fruit Weight (g) Major Diameter (mm) Minor Diameter (mm) Pit Weight (g) Pit-Pulp Ratio
T1 2.36 2.52 ±0.88 20.27 ±2.35 15.00 ±1.91 0.64 ±0.14 0.28 ±0.12
T2 3.07 2.90 ±1.16 21.47 ±2.28 15.48 ±2.23 0.74 ±0.23 0.27 ±0.08
T3 2.98 2.38 ±0.85 20.20 ±2.57 14.94 ±2.07 0.73 ±0.18 0.32 ±0.07
T4 2.94 1.93 ±0.58 18.97 ±1.88 13.52 ±1.86 0.70 ±0.13 0.38 ±0.07
60 APPLIED ENGINEERING IN AGRICULTURE
fruits, at least point to there being no detrimental effect
from these treatments. On the other hand, the negative
effects in T4 are proven to be of note.
AGRICULTURE WATER DEMAND MANAGEMENT
In scaling-up these results beyond a single on-farm
impact, implementing RDI on all olive trees in Jordan
could have a noteworthy impact on the country’s usage of
its limited water resources. For the purpose of oil
production,T3 at 65% of ETc has proven to be the best
method. Its water usage was calculated to be 1,030 m3
/ha
for the entire irrigation period necessary for olive trees
during the year. This is in comparison to the 1,305 m3
/ha
needed for the irrigation of the olive trees at 100% of ETc.
As noted earlier, irrigated olive trees cover about 15,525 ha
of cultivated land in Jordan. Under 100% of ETc irrigation,
that means that 20,260,125 m3
(20 MCM) of water are
needed annually for irrigated olive trees. In comparison,
under 65% ETc irrigation, only 15,990,750 m3
(16 MCM) of
water are needed annually, representing a reduction in
demanded irrigation water by olive trees of 4,269,375 m3
(4 MCM), a drop of 21%.
Considering that the water used to irrigate olive trees in
the Highlands is all groundwater, this savings would aid in
lowering Jordan’s overdraft of this precious resource. As
has been calculated by Jordan’s Ministry of Water and
Irrigation (2013), the agricultural sector’s overall surface
and groundwater usage comes to 475 MCM per year, 53%
or 250 MCM per year of which is groundwater. The
groundwater that would be saved by using RDI on all areas
with irrigated olive trees in Jordan at the 65% ET level
(4 MCM) would represent a savings of 2%.
CONCLUSIONS AND RECOMMENDATIONS
The results indicate that RDI is an appropriate method of
irrigation for olive trees that does not necessarily have any
negative impact on fruit or oil yield and quality if applied
in the correct amount. The suitable level of RDI for olive
trees depends on the ultimate goal of production, whether
that be for olive fruits or olive oil. For the purpose of oil
production, the highest percentage achieved is at an RDI
level of 65%, as seen in T3, while for fruit production, the
highest level is achieved with no RDI, as seen in T1. The
positive results of RDI seen with the purpose of oil
production is even more advantageous considering that
there is a higher demand for olive oil than fresh olives in
Jordan and olive oil has a longer shelf-life, both factors that
should play favorably into the pockets of farmers.
Moreover, if RDI at a 65% level is used on olive trees, a
21% cut in irrigation water use could be achieved without
negative impacts on fruit and oil production provided that
irrigation scheduling is conducted in the manner described
in this study.
With regard to the overall groundwater savings that
could be achieved in Jordan with the use of RDI on all
irrigated olive trees, while it is minimal in comparison to
the country’s overall water usage, the use of RDI could be
expanded beyond just olive trees. Research suggests
positive results with other irrigated trees as well. For
example, in studies on the impact of deficit irrigation on
apple production, Mpelasoka et al. (2001) found no
negative effect on yield and some improvement in fruit
quality, and Leib et al. (2006) found no impact on the yield
or size with partial root-zone drying irrigation. Research on
grape production (Acevedo-Opazo et al., 2010; Santesteban
et al., 2011) suggests improvements in quality and no large
negative effect on yield from an RDI strategy. With regard
to several studies on the use of deficit irrigation on citrus
fruits, once again there is evidence to suggest no significant
negative effect on yield but quality parameters are sensitive
and the timing and phasing of water stress has to be precise
(García-Tejero et al., 2010a; García-Tejero et al., 2010b;
Ballester et al., 2011; García-Tejero et al., 2011; Ballester
et al., 2013). And finally, studies on tomatoes have signaled
toward the potential for use of deficit irrigation with no
negative yield or quality effects but much depends on the
particular soil characteristics and the timing and phasing of
the water deficits (Mitchell et al., 1991; Savić et al., 2009;
Jensen et al., 2010; Wang et al., 2012). There is thus the
potential for Jordan to explore applying RDI to its other
irrigated tree and even vegetable crops, a strategy that
could give way to yet more water savings.
In considering the use of RDI among farmers in Jordan,
and while the most simple method has been advocated in
this article, there are still concerns with regard to
implementation on the ground. If one is not already in
place, a drip irrigation system has to be bought and
installed and this is a significant up-front investment for
many farmers without the financial means or backing. Drip
irrigation systems also require regular maintenance and
replacement of parts, something that needs constant
attention and awareness of issues that can arise with drip
irrigation systems. It is common that the people working on
the farms on a daily basis are workers who might not be
well-educated or have knowledge of how to attend to RDI
in the manner laid-out in this article so some training would
be required. This is where a type of agricultural extension
services agency would be beneficial to give farmers this
training and also act as a consultant when problems arise.
All of these logistical matters would, in the end, also have
to be prefaced with building trust among farmers that RDI
can reap successful results with olive trees. This study will
aid in these efforts of proving to and encouraging farmers
to undertake this strategy. As the agricultural sector
worldwide is put under further pressure by the higher-
prioritized and more economically valuable municipal and
Table 5. Statistical results of regressions with cluster sampling
testing the difference in means of the physical parameters
of the olive fruits between the RDI treatments with T1
acting as the comparison treatment.
Fruit
Weight[a]
Major
Diameter
Minor
Diameter
Pit
Weight
Pit-Pulp
Ratio
T2
0.38
(0.43)
1.20
(0.87)
0.48
(0.84)
0.10
(0.07)
-0.01
(0.04)
T3
-0.14
(0.32)
-0.07
(0.82)
-0.06
(0.62)
0.09**
(0.04)
0.04
(0.04)
T4
-0.59**
(0.28)
-1.30*
(0.70)
-1.49**
(0.58)
0.06*
(0.04)
0.09**
(0.04)
[a]
* Significant at a 90% confidence level.
** Significant at a 95% confidence level.
32(1): 55-62 61
industrial sectors, there will be a need to find appropriate
ways to achieve greater efficiency in water use for
irrigation. This will require developing, testing, and
implementing a wider range of alternative approaches to
the current methods of irrigation. In this study, adopting
RDI as an alternative approach has proved to be a
promising strategy for minimizing irrigation water demand
in olive orchards while avoiding any undesired effects on
crop production. Achieving a suitable level of RDI in olive
orchards, though, will depend on farmers accepting and
trusting this strategy and continuing studies like the present
one. With the application of RDI, farmers’ profits can be
maintained or even increased and the country at large can
reap water savings, allowing resources to meet the growing
demands elsewhere.
ACKNOWLEDGMENTS
This research was funded by the USAID-funded Water
Demand Management Master’s Program in the Civil
Engineering Department at the Jordan University of
Science and Technology. The program provided students
with the funds for the master’s degree program as well as
their research. This work is in part the outcome of this
opportunity, without which the research would not have
been possible.
REFERENCES
Acevedo-Opazo, C., Ortega-Farias, S., & Fuentes, S. (2010). Effects
of grapevine (Vitis vinifera L.) water status on water
consumption, vegetative growth and grape quality: An irrigation
scheduling application to achieve regulated deficit irrigation.
Agric. Water Mgmt., 97(7), 956-964.
http://dx.doi.org/10.1016/j.agwat.2010.01.025.
Allen, R. G., Pereira, L. S., Raes, D., & Smith, M. (1998). Crop
evapotranspiration-Guidelines for computing crop water
requirements. FAO Irrigation and Drainage Paper No. 56. Rome:
Food Agriculture Organization of the United Nations. Retrieved
from http://www.fao.org/docrep/x0490e/x0490e00.htm
Amayreh, J., Al-Abed, N., Massad, E., Nassar, A., Massad, E.,
Alrousan, L., & Bany Amer, E. (2003). Modeling soil water
retention curves using Van Genuchten's model for several
agricultural soils in Jordan. Archives Agron. Soil Sci., 49(4),427-
433.
Ballester, C., Castel, J., Intrigliolo, D. S., & Castel, J. R. (2011).
Response of Clementina de Nules citrus trees to summer deficit
irrigation: Yield components and fruit composition. Agric.
Water Mgmt., 98(6), 1027-1032.
http://dx.doi.org/10.1016/j.agwat.2011.01.011
Ballester, C., Castel, J., Intrigliolo, D., & Castel, J. R. (2013).
Response of Navel Lane Late citrus trees to regulated deficit
irrigation: Yield components and fruit composition. Irrig. Sci.,
31(3), 333-34. http://dx.doi.org/10.1007/s00271-011-0311-3
Chebaane, M., El-Naser, H., Fitch, J., Hijazi, A., & Jabbarin, A.
(2004). Participatory groundwater management in Jordan:
Development and analysis of options. Hydrogeol. J., 12(1), 14-
32. http://dx.doi.org/10.1007/s10040-003-0313-1
Dabbou, S., Chehab, H., Faten, B., Dabbou, S., Esposto, S.,
Selvaggini, R., Tatoccjo. A., Servili, M., Montedoro, G. F.,
&Hammami, M. (2010). Effect of three irrigation regimes on
Arbequina olive oil produced under Tunisian growing
conditions. Agric. Water Mgmt., 97(5), 763-768.
http://dx.doi.org/10.1016/j.agwat.2010.01.011
Fereres, E., Goldhammer, D. A., & Parsons, L. R. (2003). Irrigation
water management of horticultural crops. Hort. Sci., 38(5),
1036-1042.
Food and Agriculture Organization (FAO). (2002). Deficit irrigation
practices. Water Reports 22. Retrieved from
http://www.fao.org/docrep/004/y3655e/y3655e00.HTM
García, J. M., Cuevas, M. V., & Fernández, J. E. (2013). Production
and oil quality in Arbequina olive (Olea europaea, L.) trees
under two deficit irrigation strategies. Irrig. Sci., 31(3), 359-370.
http://dx.doi.org/10.1007/s00271-011-0315-z
García-Tejero, I., Durán-Zuazo, V. H., Jiménez-Bocanegra, J. A., &
Muriel-Fernández, J. L. (2011). Improved water-use efficiency
by deficit-irrigation programmes: Implications for saving water
in citrus orchards. Scientia Horticulturae, 128(3), 274-282.
http://dx.doi.org/10.1016/j.scienta.2011.01.035
García-Tejero, I., Jiménez-Bocanegra, J. A., Martínez, G., Romero,
R., Durán-Zuazo, V. H., & Muriel-Fernández, J. L. (2010a).
Positive impact of regulated deficit irrigation on yield and fruit
quality in a commercial citrus orchard(Citrus sinensis, L.)
Osbeck, cv. salustiano. Agric. Water Mgmt., 97(5), 614-622.
http://dx.doi.org/10.1016/j.agwat.2009.12.005
García-Tejero, I., Romero-Vicente, R., Jiménez-Bocanegra, J. A.,
Martínez-García, G., Durán-Zuazo, V. H., & Muriel-Fernández,
J. L. (2010b). Response of citrus trees to deficit irrigation during
different phenological periods in relation to yield, fruit quality,
and water productivity. Agric. Water Mgmt., 97(5), 689-699.
http://dx.doi.org/10.1016/j.agwat.2009.12.012
Goldhammer, D. A. (1999). Regulated deficit irrigation for
California canning olives. Acta Horticulturae 474, 369-372.
http://dx.doi.org/10.17660/actahortic.1999.474.76
Goldhammer, D. A., Dunai, J., & Ferguson, L. (1994). Irrigation
requirements of olive trees and responses to sustained deficit
irrigation. Acta Horticultura356, 172-175.
http://dx.doi.org/10.17660/ActaHortic.1994.356.36
Gómez-del-Campo, M. (2013). Summer deficit-irrigation strategies
in a hedgerow olive orchard cv. Arbequina: Effect on fruit
characteristics and yield. Irrig. Sci., 31(3), 259-
269.http://dx.doi.org/10.1007/s00271-011-0299-8
Jensen, C. R., Battilani, A., Plauborg, F., Psarras, G., Chartzoulakis,
K., Janowiak, F., Stikić, R.,Jovanovic, Z., Li, G., Qi, X., Liu, F.,
Jacobsen, S.-E., &Andersen, M. N. (2010). Deficit irrigation
based on drought tolerance and root signalling in potatoes and
tomatoes. Agric. Water Mgmt, 98(3), 403-
413.http://dx.doi.org/10.1016/j.agwat.2010.10.018
Jordan Ministry of Agriculture. (2012). Annual Statistics Report
2012. Amman: Department of Information, Directorate of
Information Technology, Ministry of Agriculture. Retrieved
from http://www.moa.gov.jo/ar-jo/home.aspx.
Jordan Ministry of Environment. (2014). Jordan’s Third National
Communication on Climate Change. Amman: Ministry of
Environment. Retrieved from
http://www.undp.org/content/dam/jordan/docs/Publications/Envi
ro/TNC%20jordan%20pdf.pdf
Jordan Ministry of Water and Irrigation. (2013). Jordan Water
Sector Facts and Figures 2013. Amman: Ministry of Water and
Irrigation. Retrieved from http://www.mwi.gov.jo/sites/en-
us/Documents/W.%20in%20Fig.E%20FINAL%20E.pdf
Keller, J., & Bliesner, R. B. (1990). Sprinkler and Trickle
Irrigation. New York, N. Y.: Chapman and Hall.
http://dx.doi.org/10.1007/978-1-4757-1425-8
Kijne, J. W. (2003). Unlocking the water potential of agriculture.
Rome: Food and Agriculture Organization. Retrieved from
ftp://ftp.fao.org/agl/aglw/docs/unlocking_e.pdf
Lavee, S., & Wodner, M. (1991). Factors affecting the nature of oil
accumulation in fruit of olive. J. Hort. Sci., 66(5), 583-591.
62 APPLIED ENGINEERING IN AGRICULTURE
Leib, B. G., Caspari, H. W., Redulla, C. A., Andrews, P. K., &
Jabro, J. J. (2006). Partial rootzone drying and deficit irrigation
of Fuji apples in a semi-arid climate. Irrig. Sci., 24(2), 85-99.
http://dx.doi.org/10.1007/s00271-005-0013-9
Mitchell, J. P., Shennan, C., Grattan, S. R., & May, D. M. (1991).
Tomato fruit yields and quality under water deficit and salinity.
J. American Soc. Hort. Sci., 116, 215-221.
Moriana, A., Orgaz, F., Pastor, M., & Fereres, E. (2003). Yield
responses of a mature olive orchard to water deficits. J.
American Soc. Hort. Sci., 128(3), 425-431.
Motilva, M. J., Tovar, M. J., Romero, M. P., Alegre, S., & Girona,
J. (2000). Influence of regulated deficit irrigation strategies
applied to olive trees (Arbequina cultivar) on oil yield and oil
composition during the fruit ripening period. J. Sci. Food Agric.,
80(14), 2037-2043. http://dx.doi.org/10.1002/1097-
0010(200011)80:14<2037::AID-JSFA733>3.0.CO;2-0
Mpelasoka, B. S., Behboudian, M. H., & Green, S. R. (2001). Water
use, yield and fruit quality of lysimeter-grown apple trees:
Responses to deficit irrigation and to crop load. Irrig. Sci., 20(3),
107-113. http://dx.doi.org/10.1007/s002710100041
Ramos, A. F., & Santos, F. L. (2010). Yield and olive oil
characteristics of a low-density orchard (cv. Cordovil) subjected
to different irrigation regimes. Agric. Water Mgmt., 97(2), 363-
373. http://dx.doi.org/10.1016/j.agwat.2009.10.008
Romero, M. P., Tovar, M. J., Girona, J., & Motilva, M. J. (2002).
Changes in the HPLC phenolic profile of virgin olive oil from
young trees (Olea europaea L. cv Arbequina) grown under
different deficit irrigation regimes. J. Agric. Food Chem.,
50(19), 5349-5354. http://dx.doi.org/10.1021/jf020357h
Rosenberg, D. E., & Peralta, R. (2012). Economic impacts of
groundwater drawdown in Jordan. Amman: International
Resources Group for the United States Agency for International
Development, Jordan Institutional Support and Strengthening
Program. Retrieved from
http://isspjordan.org/files/upload/resources/f9a346a2e9ad8055ae
e886d5a2a48db3.pdf
Santesteban, L. G., Miranda, C., &Roro, J. B. (2011). Regulated
deficit irrigation effects on growth, yield, grape quality and
individual anthocyanin composition in (Vitis vinifera L. cv.
Tempranillo).Agric. Water Mgmt., 98(7), 1171-1179.
http://dx.doi.org/10.1016/j.agwat.2011.02.011
Sanz-Cortés, F., Martínez-Calvo, J., Badenes, M. L., Bleiholder, H.,
Hack, H., Llácer, G., & Meier, U. (2002). Phenological growth
stages of olive trees (Oleo europaea). Ann. Appl. Biol., 140(2),
151-157. http://dx.doi.org/10.1111/j.1744-7348.2002.tb00167.x
Savić, S., Liu, F., Stikić, R., Jacobsen, S.-E., Jensen, C. R., &
Jovanović, Z. (2009). Comparative effects of partial rootzone
drying and deficit irrigation on growth and physiology of tomato
plants. Archives Biol. Sci., 61(4), 801-810.
http://dx.doi.org/10.2298/ABS0904801S
Ta'any, R., Masalha, L., Khresat, S., Ammari, T., & Tahboub, A.
(2014). Climate change adaptation: A case study in Azraq Basin,
Jordan. Intl. J. Current Microbiol. Appl. Sci., 3(2), 108-122.
Tognetti, R., D’Andria, R., Morelli, G., & Alvino, A. (2005). The
effect of deficit irrigation on seasonal variations of plant water
use in(Olea europaea L.).Plant Soil, 273(1), 139-
155.http://dx.doi.org/10.1007/s11104-004-7244-z
Tovar, M. J., & Motilva, M. J. (2001). Changes in the phenolic
composition of virgin olive oil from young trees (Olea europaea
L. cv. Arbequina) grown under linear irrigation regimes. J.
Agric. Food Chem., 49(11), 5502-5508.
http://dx.doi.org/10.1021/jf0102416
Velez, J. E., Intrigliolo, D. S., & Castel, J. R. (2007). Scheduling
deficit irrigation of citrus trees with maximum daily trunk
shrinkage. Agric. Water Mgmt., 90(3), 197-204.
http://dx.doi.org/10.1016/j.agwat.2007.03.007
Venot, J. P., Molle, F., & Hassan, Y. (2007). Irrigated agriculture,
water pricing and water savings in the Lower Jordan River Basin
(in Jordan). Comprehensive Assessment of Water Management
in Agriculture Research Report 18. Colombo: International
Water Management Institute. Retrieved from
http://www.iwmi.cgiar.org/assessment/files_new/publications/C
A%20Research%20Reports/CARR18.pdf
Verner, D., Lee, D. R., Ashwill, M., & Wilby, R. (2013). Increasing
resilience to climate change in the agricultural sector of the
Middle East: The cases of Jordan and Lebanon. Washington,
D.C.: World Bank. http://dx.doi.org/10.1596/978-0-8213-9844-9
Wang, Y., Liu, F., & Jensen, C. R. (2012). Comparative effects of
deficit irrigation and alternate partial root-zone irrigation on
xylem pH, ABA and ionic concentrations in tomatoes. J. Exp.
Botany, 63(5), 1907-1917. http://dx.doi.org/10.1093/jxb/err370

More Related Content

What's hot

EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004
EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004
EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004IWRS Society
 
Operational Drainage Water Reuse Guidelines
Operational Drainage Water Reuse GuidelinesOperational Drainage Water Reuse Guidelines
Operational Drainage Water Reuse GuidelinesFAO
 
Sustainable water management in agriculture in tunisia
Sustainable water management in agriculture in tunisiaSustainable water management in agriculture in tunisia
Sustainable water management in agriculture in tunisiaBen Cherifa Bilel
 
1. The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...
1.	The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...1.	The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...
1. The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...World Agroforestry (ICRAF)
 
Aims and scope of Water Resource Management
Aims and scope of Water Resource ManagementAims and scope of Water Resource Management
Aims and scope of Water Resource ManagementKaium Chowdhury
 
Need for efficient water infrastructure and its impact on water resources man...
Need for efficient water infrastructure and its impact on water resources man...Need for efficient water infrastructure and its impact on water resources man...
Need for efficient water infrastructure and its impact on water resources man...Mazen Alqadi
 
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...paperpublications3
 
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...Lelihle Simelane
 
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...Premier Publishers
 
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...Humidtropics, a CGIAR Research Program
 
California Roundtable Storage Report 2013
California Roundtable Storage Report 2013California Roundtable Storage Report 2013
California Roundtable Storage Report 2013Julie Prilling
 
WB_CAP_Watershed Management Report_Annexure Report_03-09-15
WB_CAP_Watershed Management Report_Annexure Report_03-09-15WB_CAP_Watershed Management Report_Annexure Report_03-09-15
WB_CAP_Watershed Management Report_Annexure Report_03-09-15David Gandhi
 
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...Professor Bashir Omolaran Bello
 

What's hot (20)

EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004
EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004
EFFICIENCY OF WATER RESOURCES SYSTEM WRD - 2004
 
Operational Drainage Water Reuse Guidelines
Operational Drainage Water Reuse GuidelinesOperational Drainage Water Reuse Guidelines
Operational Drainage Water Reuse Guidelines
 
International Water Management Institute (IWMI) Strategic Plan Presentation
International Water Management Institute (IWMI) Strategic Plan PresentationInternational Water Management Institute (IWMI) Strategic Plan Presentation
International Water Management Institute (IWMI) Strategic Plan Presentation
 
Sustainable water management in agriculture in tunisia
Sustainable water management in agriculture in tunisiaSustainable water management in agriculture in tunisia
Sustainable water management in agriculture in tunisia
 
1. The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...
1.	The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...1.	The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...
1. The Need for a Watershed Approach to Restore Land and its Hydrologic Funct...
 
Improving Agriculture Water Management in Africa: Opportunities and Challenges
Improving Agriculture Water Management in Africa: Opportunities and ChallengesImproving Agriculture Water Management in Africa: Opportunities and Challenges
Improving Agriculture Water Management in Africa: Opportunities and Challenges
 
Aims and scope of Water Resource Management
Aims and scope of Water Resource ManagementAims and scope of Water Resource Management
Aims and scope of Water Resource Management
 
Need for efficient water infrastructure and its impact on water resources man...
Need for efficient water infrastructure and its impact on water resources man...Need for efficient water infrastructure and its impact on water resources man...
Need for efficient water infrastructure and its impact on water resources man...
 
IWMI Strategy 2019-2023
IWMI Strategy 2019-2023IWMI Strategy 2019-2023
IWMI Strategy 2019-2023
 
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...
Response of Maize (Zea mays L.) for Moisture Stress Condition at Different Gr...
 
Building Resilience Through Better Agricultural Water Management - David Mold...
Building Resilience Through Better Agricultural Water Management - David Mold...Building Resilience Through Better Agricultural Water Management - David Mold...
Building Resilience Through Better Agricultural Water Management - David Mold...
 
Water
WaterWater
Water
 
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...
AN INVESTIGATION OF CLIMATE CHANGE ADAPTATION STRATEGIES AND INNOVATION OF SW...
 
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...
Maximizing Water Productivity of Maize using Alternate Furrow Irrigation at C...
 
The SDGs and Environmental Flows
The SDGs and Environmental FlowsThe SDGs and Environmental Flows
The SDGs and Environmental Flows
 
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...
Scaling-up of Productivity Enhancement in Rainfed Agriculture. Presented by K...
 
California Roundtable Storage Report 2013
California Roundtable Storage Report 2013California Roundtable Storage Report 2013
California Roundtable Storage Report 2013
 
Rainfed Agricultural Systems, Dr. Aziz Merzouk, IFAD
Rainfed Agricultural Systems, Dr. Aziz Merzouk, IFADRainfed Agricultural Systems, Dr. Aziz Merzouk, IFAD
Rainfed Agricultural Systems, Dr. Aziz Merzouk, IFAD
 
WB_CAP_Watershed Management Report_Annexure Report_03-09-15
WB_CAP_Watershed Management Report_Annexure Report_03-09-15WB_CAP_Watershed Management Report_Annexure Report_03-09-15
WB_CAP_Watershed Management Report_Annexure Report_03-09-15
 
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...
YIELD PERFORMANCE AND ADAPTATION OF EARLY AND INTERMEDIATE DROUGHT-TOLERANT M...
 

Viewers also liked (6)

Deepak Rathi
Deepak RathiDeepak Rathi
Deepak Rathi
 
3 use cases of hybrid cloud
3 use cases of hybrid cloud3 use cases of hybrid cloud
3 use cases of hybrid cloud
 
Compressori a secco 2016
Compressori  a secco 2016Compressori  a secco 2016
Compressori a secco 2016
 
Delegacion de pymes
Delegacion de pymesDelegacion de pymes
Delegacion de pymes
 
¿Son adventistas los davidianos?
¿Son adventistas los davidianos?¿Son adventistas los davidianos?
¿Son adventistas los davidianos?
 
Greenfix Brochure
Greenfix BrochureGreenfix Brochure
Greenfix Brochure
 

Similar to Deficit irrigation Laith

Effect of partial rootzone drying technique on yield and yield components of ...
Effect of partial rootzone drying technique on yield and yield components of ...Effect of partial rootzone drying technique on yield and yield components of ...
Effect of partial rootzone drying technique on yield and yield components of ...Alexander Decker
 
Effect of partial rootzone drying technique on growth performance of sorghum
Effect of partial rootzone drying technique on growth performance of sorghumEffect of partial rootzone drying technique on growth performance of sorghum
Effect of partial rootzone drying technique on growth performance of sorghumAlexander Decker
 
Chapter10waterefficiency 130630060838-phpapp02
Chapter10waterefficiency 130630060838-phpapp02Chapter10waterefficiency 130630060838-phpapp02
Chapter10waterefficiency 130630060838-phpapp02Cleophas Rwemera
 
Chapter 10 water efficiency
Chapter 10 water efficiencyChapter 10 water efficiency
Chapter 10 water efficiencyMohammed Salahat
 
Sustainable Water Resources in India
Sustainable Water Resources in IndiaSustainable Water Resources in India
Sustainable Water Resources in IndiaHarshit Sankhla
 
Irrigation .ppt
Irrigation .pptIrrigation .ppt
Irrigation .pptanas874634
 
Effect of regulated deficit irrigation on growth and yield of sorghum
Effect of regulated deficit irrigation on growth and yield of sorghumEffect of regulated deficit irrigation on growth and yield of sorghum
Effect of regulated deficit irrigation on growth and yield of sorghumAlexander Decker
 
T6 qasem abdou palestine exec summary
T6 qasem abdou palestine   exec summaryT6 qasem abdou palestine   exec summary
T6 qasem abdou palestine exec summaryNENAwaterscarcity
 
T6 karajeh case study-egyptsudan(3)
T6 karajeh case study-egyptsudan(3)T6 karajeh case study-egyptsudan(3)
T6 karajeh case study-egyptsudan(3)NENAwaterscarcity
 
Irrigation management in mango, Irrigation in mango
Irrigation management in mango, Irrigation in mangoIrrigation management in mango, Irrigation in mango
Irrigation management in mango, Irrigation in mangoSREENIVASAREDDY KADAPA
 
Effect of Deficit Irrigation on Vegetative Growth
Effect of Deficit Irrigation on Vegetative GrowthEffect of Deficit Irrigation on Vegetative Growth
Effect of Deficit Irrigation on Vegetative GrowthICARDA
 
T2 shaden abdel gawad cs operational drainage water reuse guidelines exec su...
T2 shaden abdel gawad cs operational drainage water reuse guidelines  exec su...T2 shaden abdel gawad cs operational drainage water reuse guidelines  exec su...
T2 shaden abdel gawad cs operational drainage water reuse guidelines exec su...NENAwaterscarcity
 
Risk management for wastewater use in agriculture – a jordan case study
Risk management for wastewater use in agriculture – a jordan case studyRisk management for wastewater use in agriculture – a jordan case study
Risk management for wastewater use in agriculture – a jordan case studyCityscape Building Business
 
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?Water, Land and Ecosystems (WLE)
 
Regional Water Scarcity Initiative: Towards a Collaborative Strategy
Regional Water Scarcity Initiative: Towards a Collaborative StrategyRegional Water Scarcity Initiative: Towards a Collaborative Strategy
Regional Water Scarcity Initiative: Towards a Collaborative StrategyNENAwaterscarcity
 
Agronomic traits a and physiology of of maize
Agronomic traits a and physiology of of maizeAgronomic traits a and physiology of of maize
Agronomic traits a and physiology of of maizeAlexander Decker
 
dryland farming problems and solutions
dryland farming problems and solutionsdryland farming problems and solutions
dryland farming problems and solutionsNavdeepchandrakar
 

Similar to Deficit irrigation Laith (20)

Effect of partial rootzone drying technique on yield and yield components of ...
Effect of partial rootzone drying technique on yield and yield components of ...Effect of partial rootzone drying technique on yield and yield components of ...
Effect of partial rootzone drying technique on yield and yield components of ...
 
Effect of partial rootzone drying technique on growth performance of sorghum
Effect of partial rootzone drying technique on growth performance of sorghumEffect of partial rootzone drying technique on growth performance of sorghum
Effect of partial rootzone drying technique on growth performance of sorghum
 
Chapter10waterefficiency 130630060838-phpapp02
Chapter10waterefficiency 130630060838-phpapp02Chapter10waterefficiency 130630060838-phpapp02
Chapter10waterefficiency 130630060838-phpapp02
 
Chapter 10 water efficiency
Chapter 10 water efficiencyChapter 10 water efficiency
Chapter 10 water efficiency
 
Sustainable Water Resources in India
Sustainable Water Resources in IndiaSustainable Water Resources in India
Sustainable Water Resources in India
 
Irrigation .ppt
Irrigation .pptIrrigation .ppt
Irrigation .ppt
 
Effect of regulated deficit irrigation on growth and yield of sorghum
Effect of regulated deficit irrigation on growth and yield of sorghumEffect of regulated deficit irrigation on growth and yield of sorghum
Effect of regulated deficit irrigation on growth and yield of sorghum
 
T6 qasem abdou palestine exec summary
T6 qasem abdou palestine   exec summaryT6 qasem abdou palestine   exec summary
T6 qasem abdou palestine exec summary
 
T6 karajeh case study-egyptsudan(3)
T6 karajeh case study-egyptsudan(3)T6 karajeh case study-egyptsudan(3)
T6 karajeh case study-egyptsudan(3)
 
Dryland farming
Dryland farmingDryland farming
Dryland farming
 
Developing “Climate-ready” rice to safeguard livelihoods in the fragile ecosy...
Developing “Climate-ready” rice to safeguard livelihoods in the fragile ecosy...Developing “Climate-ready” rice to safeguard livelihoods in the fragile ecosy...
Developing “Climate-ready” rice to safeguard livelihoods in the fragile ecosy...
 
Irrigation management in mango, Irrigation in mango
Irrigation management in mango, Irrigation in mangoIrrigation management in mango, Irrigation in mango
Irrigation management in mango, Irrigation in mango
 
20320130405004
2032013040500420320130405004
20320130405004
 
Effect of Deficit Irrigation on Vegetative Growth
Effect of Deficit Irrigation on Vegetative GrowthEffect of Deficit Irrigation on Vegetative Growth
Effect of Deficit Irrigation on Vegetative Growth
 
T2 shaden abdel gawad cs operational drainage water reuse guidelines exec su...
T2 shaden abdel gawad cs operational drainage water reuse guidelines  exec su...T2 shaden abdel gawad cs operational drainage water reuse guidelines  exec su...
T2 shaden abdel gawad cs operational drainage water reuse guidelines exec su...
 
Risk management for wastewater use in agriculture – a jordan case study
Risk management for wastewater use in agriculture – a jordan case studyRisk management for wastewater use in agriculture – a jordan case study
Risk management for wastewater use in agriculture – a jordan case study
 
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?
The Food-Energy-Water Nexus: Useful Concept at the Science-Policy Interface?
 
Regional Water Scarcity Initiative: Towards a Collaborative Strategy
Regional Water Scarcity Initiative: Towards a Collaborative StrategyRegional Water Scarcity Initiative: Towards a Collaborative Strategy
Regional Water Scarcity Initiative: Towards a Collaborative Strategy
 
Agronomic traits a and physiology of of maize
Agronomic traits a and physiology of of maizeAgronomic traits a and physiology of of maize
Agronomic traits a and physiology of of maize
 
dryland farming problems and solutions
dryland farming problems and solutionsdryland farming problems and solutions
dryland farming problems and solutions
 

Deficit irrigation Laith

  • 1. Applied Engineering in Agriculture Vol. 32(1): 55-62 © 2016 American Society of Agricultural and Biological Engineers ISSN 0883-8542 DOI 10.13031/aea.32.11261 55 THE EFFECTS OF REGULATED DEFICIT IRRIGATION ON THE WATER DEMAND AND YIELD OF OLIVE TREES S. Talozi, L. Al Waked ABSTRACT. Alternative water demand management techniques in the agricultural sector that lead to greater efficiency in the use of water are of increasing importance in arid and semi-arid environments as municipal and industrial sectors gain higher priority within water allocation regimes. This study examines the use and performance of a basic regulated deficit irrigation (RDI) strategy on olive trees in Jordan as a case study for the generally dry Middle Eastern and Mediterranean regions and as an example of a practice that any farmer can easily adopt. Olive trees are tested under four different RDI treatment levels (100%, 75%, 65%, and 50%) of evapotranspiration and are measured for their quantity and quality of oil and fruits produced. Results indicate that an RDI level of 65% produces the highest oil content and reaps water savings of 21%with no adverse effects on the quality of the oil. The highest level of fruit production is still achieved with no RDI. The findings in this study underline the significance of adopting RDI for the production of olive oil and the potential for other crops to adopt RDI in order to hedge against impending water crises. Keywords. Evapotranspiration, Jordan, Oil production, Olive trees, Regulated deficit irrigation. ordan is currently experiencing a water shortage crisis due to several factors including high population growth, a continuous influx of Syrian refugees, a lack of surface water availability, rapidly depleting groundwater reserves, and a decline in the amount of annual rainfall (Verner et al., 2013; Ta’any et al., 2014; Jordan Ministry of Environment, 2014). In light of these socio-economic pressures on the country’s water resources and the effects of climate change, there is an increasingly worrisome imbalance between total freshwater demand and supply, an imbalance that is only expected to worsen. Even with the envisioned heavy investment in water resources development, coupled with various strategies to improve water demand management, the annual water deficit in Jordan is expected to be about 451 million cubic meters (MCM) by the year 2020 and 687 MCM by the year 2040 (Jordan Ministry of Environment, 2014). These shortfalls will represent roughly 28% and 31%, respectively, of the total water demand and they will have to be supplied through other demand-reduction strategies. Despite the increasing demand for food production that will accompany a growing population, water allocation to the agricultural sector will continue to decline (Verner et al., 2013), or at least remain relatively constant (Jordan Ministry of Water and Irrigation, 2013), in the face of increasing demands from the more economically valuable municipal and industrial sectors. Therefore, innovations are necessary to reduce and control the present and future agricultural water demands while maintaining the same level of agricultural productivity. It is essential for Jordan to explore new ways by which the productivity of one unit of water can be maximized. Olive trees in Jordan are the focus of this article. From the 2012 survey carried-out by Jordan’s Ministry of Agriculture, it is seen that rainfed olive trees cover roughly 46,575 ha of Jordan’s land area while irrigated olive trees cover 15,525 ha. About 73% of the land area used for fruit- bearing trees in Jordan consists of olive trees; with the total production of olives in 2012 amounting to 155,640 tons consumed either fresh or made into olive oil (Jordan Ministry of Agriculture, 2012). As Venot et al. (2007) detail in their study on irrigated agriculture and water pricing in Jordan, most of the country’s olive trees are located in the Highlands area and if irrigated, use groundwater resources. Olive orchards are maintained by settled Bedouins or other entrepreneurial farmers who also cultivate vegetables or stone-fruit trees, or by absentee owners who hire someone to run the farm in their absence and visit only on occasion. Venot et al.(2007)(and echoed by Rosenberg and Peralta, 2012) further point out the low water productivity of olives, or the fact that each cubic meter of water used for olives does not generate a high return. But olive orchards have a high social value for Jordanians and there is much sentiment tied to this traditional crop that cannot simply be reflected by sheer maximization of profit. This would indicate that instead of simply demanding the abandonment of olive orchards for the sake of water scarcity, it would be socially more acceptable to find a way to continue with the production of olive trees in a way that uses less water, as is here presented. Submitted for review in March 2015 as manuscript number NRES 11261; approved for publication by the Natural Resources & Environmental Systems Community of ASABE in September 2015. The authors are Samer Talozi, Assistant Professor, and Laith Al Waked, Graduate Student, Water Demand Management Program, Jordan University of Science and Technology, Irbid, Jordan. Corresponding author: Samer Talozi, Civil Engineering Department, Jordan University of Science and Technology, Irbid, Jordan; phone: 00962-795-204154; e- mail: samerbse@just.edu.jo; samertalozi@gmail.com. J
  • 2. 56 APPLIED ENGINEERING IN AGRICULTURE While Jordan has witnessed the advent of modern, pressurized irrigation systems, these networks are not realizing their full potential and it has become ever-more necessary to exploit this potential through proper management techniques and improved irrigation scheduling. Regulated deficit irrigation (RDI) is one of the promising management techniques that can be applied to Jordan’s agricultural sector. RDI, in essence, maximizes water use efficiency by purposely reducing water application during certain stages of growth that are less sensitive to water stress. In these stages, water is supplied at a rate lower than the evapotranspiration rate but still at a rate high enough to avoid any negative impacts on crop yield or quality (Fereres et al., 2003; Kijne, 2003; Velez et al., 2007). As a result, water is saved and crops are maintained. Several studies have already been carried out to investigate the impact of RDI on crop yields in countries with arid environments such as Australia, Spain, Turkey, Morocco, the United States, and China [Food and Agriculture Organization (FAO), 2002], with some also focusing on olive trees. Dabbou et al. (2010), in their experiment on olive trees in Tunisia, found that the best oil and fresh fruit production occurred with a 75% RDI scheme. Ramos and Santos (2010) likewise found the highest oil and fruit yields occurring with a 60% sustained- deficit irrigation regime within their olive tree test case in Portugal. And the olive trees tested by García et al. (2013) in Spain with RDI treatments saw higher oil yields and no difference in quality as compared to control cases. On the other hand, Gómez-del-Campo (2013) reports that while the control treatment with no RDI on olive trees in Spain still had the highest oil content, one of the RDI treatments had an oil content very close to the control and just as importantly reaped significant water savings, unlike the control group. With regard to the particular timing of RDI application, it has been found that the second phase of fruit develop- ment in the olive tree, when pit hardening occurs, is the most resistant to water deficit (Goldhammer, 1999), while the blooming growth stage is extremely sensitive to water stress (Moriana et al., 2003). The third phase of olive fruit development, oil accumulation, while difficult to pinpoint, is also said to be sensitive to water stress (Lavee and Wodner, 1991). Tognetti et al. (2005) have recommended that RDI be applied to olive trees after the pit hardening stage to cover 66% of the crop evapotranspiration. It has been seen elsewhere that olive trees show only a slight reduction in fruit production and oil yield under severe water stress during this stage of growth (Goldhammer et al., 1994; Moriana et al., 2003). While these studies reveal useful information with regard to olive trees and deficit irrigation, the present study seeks to add to this body of knowledge in two ways. First, the specific suitability of RDI for olive trees within Jordan’s unique and local climatic conditions is newly examined. In particular, the study is conducted in the Highlands region, which uses limited groundwater resources as the main source for irrigation and also suffers from high soil salinity. Farmers have shifted to olive trees and away from other crops in past years due to their more drought-resistant and saline-tolerant nature (Chebaane et al., 2004). But the sustainability of olive tree cultivation will still depend on farmers’ abilities to use less water and this study’s support of RDI for olive trees could be the solution. The second way in which this study seeks to contribute is to offer a more straightforward and less technically-sophisticated variety of RDI that can be easily adopted by farmers, many of whom do not have the capacity to engage in more complex schemes and do not benefit from strong agricultural extension services from the government. Ultimately, the objective of this research is to provide farmers with the means to apply RDI within their daily work, not only to maintain the quantity and quality of their olive yield but also to aid the nation in decreasing its water demands in the agricultural sector. METHODOLOGY The methodology of this study includes several steps. After determining the general climatic conditions of the study location, a soil analysis was conducted to ascertain the soil texture and water holding capacity that would eventually guide the irrigation scheduling. Evapotranspira- tion was then estimated in order to obtain the water requirements to fit the different RDI treatment levels. The equipment used for the experiment and the daily maintenance activities are discussed as well as the fruit harvesting process. At the end of the experimental period, olives were tested for their fruit and oil quantities and qualities. Finally, a statistical analysis was done to determine the significance of the differences with regard to olive fruit production and characteristics between the different treatments. STUDY AREA The olive plantation used in this study is located within the Highlands region of Jordan in the northwestern part of the country. This particular site is located within the campus of the Jordan University of Science and Technology at an elevation of roughly 580 m and at latitude 32°28’36.77” N and longitude 35°58’24.05” E, just to the east of the city of Irbid (see fig. 1). The olive trees used in this study are Muhassan olive trees (Olea europaea L.) that were planted in 1999 and were eight years old at the time of experimentation in 2007. There are four rows with six trees per row and 8 m spacing between trees and 8 m spacing between rows, totaling 24 trees in all and a site area of roughly 2,240 m2 . The site is characterized by hot summers and cold winters, with an average winter temperature of 20.5°C and an average summer temperature of 32.6°C, as recorded in Irbid. The average annual rainfall, again as recorded in nearby Irbid, is 465 mm. Water used for irrigation on campus is a mixture of reclaimed wastewater and rainfall collected in the university lake that has an annual average electrical conductivity of 1.5 ds/m and a pH of 8.2.
  • 3. 32(1): 55-62 57 SOIL ANALYSIS With regard to the soil type, samples were taken at two depth ranges, 0-30 cm and 30-60 cm, and soil analyses were run using the Bouyoucos hydrometer method to determine the soil texture. Results are displayed in table 1 and show that the soil texture for both samples was sandy clay loam. The water holding capacity (WHC)was calculated at around 1.5 mm/cm depth of soil based on Amayreh et al. (2003). The WHC is then used in the irrigation scheduling as a guide for adding the appropriate amount of water that the soil will hold without any deep percolation or loss below the root zone. The root depth of the olive trees is 1.5 m, with a maximum storage capacity in the soil of 225 mm. Therefore, no more than 225 mm of water should be applied per irrigation event in order to avoid water loss to deep percolation. EVAPOTRANSPIRATION ESTIMATE The evapotranspiration (ETc) is estimated in mm/day. In order to reach this number, several steps were taken. A Class A pan was used on-site to determine the daily evaporation rates (Epan) in mm/day. The pan coefficient (Kpan) was determined according to the procedures outlined by the FAO in its guidelines for calculating crop water requirements (Allen et al., 1998) and was found to be 0.63.With these two pieces of data, the reference evapotranspiration for the crop (ETo) in mm/day was calculated by multiplying the Class A pan evaporation (Epan) by the pan coefficient (Kpan) (eq. 1). ETo = Epan * Kpan (1) where ETo = the reference evapotranspiration (mm/day), Epan = the pan water evaporation depth in (mm/day), and Kpan = Class A pan coefficient. The ETo was then equated with the average daily consumptive use rate of a mature crop with full canopy (Ud) in mm/day. To determine the shaded area (Pd), the plot area for each tree came to 64 m2 (8 m spacing between trees and rows) and the shaded area per tree at midday was seen to be 12.5 m2 (the radius of the shaded area under each tree was 2 m). Hence, the total shaded area percentage was 20%, or 12.5 m2 /64 m2 .Ud is corrected for by the Pd as seen in equation 2 to calculate the average daily transpiration rate for a crop under trickle irrigation (Td) (Keller and Bliesner, 1990). Td = Ud (0.1 * Pd 0.5 ) (2) where Td = the average daily transpiration rate for a crop under trickle irrigation (mm/day), Figure 1. Map showing the location of Jordan University of Science and Technology (JUST), where the study site is located, within Irbid Governorate and Jordan at large. Table 1. Soil analysis results. Sample T[a] (°C) EC[b] (ms/cm) pH Hydrometer 40 s (solution density) Hydrometer 2 h (solution density) T (°C) Soil Texture 0-30 cm 26.5 0.89 8.59 45 31 25 Sandy clay loam 30-60 cm 26.6 0.76 8.59 47 30 25 Sandy clay loam [a] T=temperature. [b] EC=electrical conductivity.
  • 4. 58 APPLIED ENGINEERING IN AGRICULTURE Ud = the average daily consumptive use rate of a mature crop with full canopy (mm/day), and Pd = the percentage of soil surface area shaded by crop canopies at midday (%). Finally, the actual amount of water used by a crop (ETc) was calculated, as seen in equation 3, by multiplying Td by the crop coefficient (Kc), which was determined through the above-mentioned FAO guidelines (Allen et al., 1998) and is 0.65 for olives. ETc = Td * Kc (3) where ETc = the crop water requirement (mm/day), Td = the average daily transpiration rate for a crop under trickle irrigation (mm/day), and Kc = the crop coefficient. FIELD AND IRRIGATION MANAGEMENT The field in which the olive trees in this study are located was plowed using a disk plow. Weeds were controlled with the application of herbicides two times during the study period. Regular fertilization, spraying, and pruning measures were taken during the study period and care was taken not to affect the experiments. A drip irrigation system was installed with each tree fitted with a 220 L/h self-compensated pressure bubbler. The system included a main valve, a main water meter, a pressure regulator, pressure gauges, and a 120 mesh in.2 disk filter. Each lateral was equipped with a valve to stop and/or control water flow at anytime and with water meters to measure the desired water flow according to the irrigation schedule. Irrigation events were scheduled twice per week and irrigation pipes and disk filters were flushed weekly to avoid clogging of any of the orifices. The experiment was conducted over one season, as has been the experimental period in similar studies on olive trees (Motilva et al., 2000; Tovar et al., 2001; Romero et al., 2002; Tognetti et al., 2005; Garcia et al., 2013). There were a total of 43 irrigation events in three phases: pre-RDI, RDI, and post-RDI. Irrigation of the olive trees in the pre-RDI phase began on 3 June and all trees continued to receive the same irrigation quantities until 3 July, totaling 8 irrigation events in this phase. RDI began thereafter at the start of the pit hardening stage and included 23 irrigation events, lasting until 23 September. The post-RDI phase began subsequently and 12 irrigation events were conducted during this time period, with all trees receiving the same water quantities. Four treatments were applied across the entire plot, with each treatment being applied randomly and separately on a row of 6 trees within the plot. The first row acted as the control (T1), receiving the full crop water requirement of 100% of the evapotranspiration (ETc) for the duration of the experiment. The other three rows received treatments that provided the trees with 75%, 65%, and 50% of the ETc (T2, T3, and T4, respectively) from 3 July to 23 September. HARVESTING AND TESTING The olive fruits were harvested on 18 November and a random sample of 30 olives from each tree was taken for physical testing, meaning a sample size of 180 olives per treatment or a total sample size of 720 for all treatments. The remaining quantity of olives was sent directly to an olive press. The fruits were pressed by cold pressing machines, in which olives are pressed at low temperatures (between 28°C-32°C) to preserve both the flavor and the nutritional components of the oil. The total quantity of fruit and oil produced, the percentage of total weight that was pressed into oil, the oil acidity, and the peroxide were measured for each treatment group. After the harvest, physical tests were also run to determine the effects of RDI on fruit weight, major and minor diameter, pit weight, pit-to-fruit ratio, and the ripeness index. The ripeness index is calculated according to the method used by the National Institute of Agronomi- cal Research in Spain, which is based on a subjective evaluation of the olive skin and pulp colors (Motilva et al., 2000). Ripeness index values range from 0 to 7. The procedure consists of distributing a randomly taken sample of 100 fruits into eight groups: intense green (group N=0), yellowish green (group N=1), green with reddish spots (group N=2), reddish brown (group N=3), black with white flesh (group N=4), black with less than 50% purple flesh (group N=5), black with 50% or more purple flesh (group N=6), and black with 100% purple flesh (group N=7). The index is expressed as (Ni ni)/100, where N is the group number and the n is the fruit number in that group. STATISTICAL ANALYSIS Statistical analyses were run on the above-mentioned physical parameters (total fruit weight, major diameter, minor diameter, pit weight, and pit-to-fruit ratio) using the statistical software package STATA (StataCorp., College Station, Tex.). Regression analyses using clustered sampling (based on individual trees) and F-tests were used to determine if there were overall significant differences between the means of each parameter among the treatments. Regression analyses also showed levels of significance for the differences between the means of the control treatment and the means of the three RDI level treatments. Further F-tests were run to check for significant differences between the three RDI treatments themselves. The same regressions were run using cluster bootstrapping procedures in order to obtain a higher level of accuracy with cluster-robust standard errors and the same levels of significant were achieved. With regard to the data on fruit and oil production, data was only available per tree for fruit production. Regression analyses and F-tests were used on this data to determine if there were significant differences between the control treatment and RDI treatment trees for fruit production. RESULTS AND DISCUSSION The water volumes used in the four test treatments T1- T4 are listed in table 2, with evapotranspiration levels of 100%, 75%, 65% and 50%. These quantities include the periods before and after RDI during which all treatments were receiving the same quantities of water. Thus, for
  • 5. 32(1): 55-62 59 example, while T2 was supplied with 75% of the water that T1 was supplied with during the RDI period, the total water used in T2 for the entire irrigation period is 85% of the water used for T1. The water use per hectare is also given in order to scale-up the water use calculations for the broader picture in Jordan later (the plot area for each treatment was 560 m2 , which is 0.056 ha). Observations were made regarding the fruit characteris- tics and vegetation growth of the stressed and non-stressed trees throughout the season. Fruits in T1, undergoing no stress, and T2 appeared green in color throughout the RDI period while in the other treatments (T3 and T4) the fruit began to change color on 16 September during the fruit development phonological stage 79, according to the Biologische Bundesanstalt, Bundessortenamt, Chemische Industrie (BBCH) phonological scale (Sanz-Cortés et al., 2002). The dimensions of the olive fruits were also noticeably affected by the level of RDI. Fruits in T4 were smaller and had more defects while fruits in the other treatments were larger and had fewer defects. No fruit drop was recorded in any of the four treatments during the season. The results of the measurements at harvest of the olive fruits and oil, the percentage of oil in the total fresh weight, the oil acidity and the amount of peroxide are listed in table 3 for all four treatments. The olive fruits production for T1, T2, T3, and T4 in kg per overall treatment area (560 m2 ) are listed in table 3 and their corresponding production amounts in kg per ha, respectively, are: 2,985,000, 2,195,000, 2,280,000, and 2,230,000. Similarly, olive oil production in kg per treatment area is listed in table 3 and the amounts in kg per ha for T1, T2, T3, and T4 are, respectively: 453,000, 468,000, 513,000, and 423,000. From the statistical analyses on fruit production, there are statistically significant differences between each of the RDI treatments and the control treatment (T1). The differences among the RDI treatments with regard to fruit production were not found to be significant. It can be seen that the highest oil production was achieved in T3 at an ETc level of 65% while for fruit production the highest amount was seen in T1 at an ETc level of 100%. These results are in agreement with previous studies that have found that deficit irrigation increases oil production but reduces fruit production (Motilva et al., 2000; Garcia et al., 2013). In T1, in which olive trees were not put under water stress, oil accumulation was delayed and at the time of pressing, most fruits were not ready in terms of coloring and ripeness, indicating that these trees would have needed to be irrigated for a longer period of time if oil production were the goal. On the other hand, in T2 and T3, oil acidity was lower and the percentage of oil was higher, in comparison to T1 and T4, signaling the appropriateness of water stress during the pit hardening stage in these treatments for the production of oil. These results suggest that over-stressing (T4) or preventing the stress of olive trees (T1) will result in a lower quantity of oil with higher oil acidity. The results of the physical tests on the ripeness index, fruit weight, major and minor diameter, pit weight, and pit- to-pulp ratio are listed in table 4. The calculated ripeness indices show that it is lowest for T1 and this supports the finding that this treatment has the lowest oil productivity. The pit weight in T1 is also the lowest, again indicating that the fruits were not in the oil accumulation stage because most of the flesh was still water and not oil. In T2 and T3, the highest ripeness indices were recorded, also supporting the finding that the highest oil yield as a percentage of fresh weight is found in these treatments. With regard to fruit dimensions, overall, the fruits in T4 were smaller than in the other treatments, signaling that this treatment method is not appropriate for either fruit or oil production. Statistical analyses revealed that the overall differences between the parameter means among all four treatments were significant at a 95% confidence level except for with regard to the pit weight. The analyses also showed that some of the specific differences between the control treatment (T1) and the RDI treatments (T2, T3, and T4) were significant. These results are shown in table 5 (T1 serves as the baseline to which the other three treatments are compared in the regressions). In particular, T4 showed the most statistical difference between itself and T1 on all parameter measures. Otherwise, only T3 displayed a statistically significant difference with T1 with regard to pit weight. As for differences among the RDI treatments, T4 showed statistically significant differences with both T2 and T3 for all parameters except pit weight. T2 and T3 did not show any statistically significant differences between each other. All of the results, while not showing that T2 and T3 actually enhanced the physical parameters of olive Table 2. Total water used by each treatment during the study. Treatment Water Use per Treatment (mm) Water Use per ha (m3 /ha) T1 100% ETc 131 1,305 T2 75%ETc 111 1,111 T3 65%ETc 103 1,030 T4 50%ETc 92 918 Table 3. Total olive fruits, oil production, and chemical properties per irrigation treatment. Peroxide (meq.O2/kg) Oil Acidity (oleic acid) Percentage of Oil (% fresh weight) Olive Oil Production (kg) Olive Fruits Production (kg)Treatment 50.4815.545.3298.5100% ETT1 50.4521.946.8219.575% ETT2 50.4523.151.3228.065% ETT3 50.4819.542.3223.050% ETT4 Table 4. Mean and standard deviations of the physical parameters of the olive fruits for each treatment. Treatment Ripeness Index Fruit Weight (g) Major Diameter (mm) Minor Diameter (mm) Pit Weight (g) Pit-Pulp Ratio T1 2.36 2.52 ±0.88 20.27 ±2.35 15.00 ±1.91 0.64 ±0.14 0.28 ±0.12 T2 3.07 2.90 ±1.16 21.47 ±2.28 15.48 ±2.23 0.74 ±0.23 0.27 ±0.08 T3 2.98 2.38 ±0.85 20.20 ±2.57 14.94 ±2.07 0.73 ±0.18 0.32 ±0.07 T4 2.94 1.93 ±0.58 18.97 ±1.88 13.52 ±1.86 0.70 ±0.13 0.38 ±0.07
  • 6. 60 APPLIED ENGINEERING IN AGRICULTURE fruits, at least point to there being no detrimental effect from these treatments. On the other hand, the negative effects in T4 are proven to be of note. AGRICULTURE WATER DEMAND MANAGEMENT In scaling-up these results beyond a single on-farm impact, implementing RDI on all olive trees in Jordan could have a noteworthy impact on the country’s usage of its limited water resources. For the purpose of oil production,T3 at 65% of ETc has proven to be the best method. Its water usage was calculated to be 1,030 m3 /ha for the entire irrigation period necessary for olive trees during the year. This is in comparison to the 1,305 m3 /ha needed for the irrigation of the olive trees at 100% of ETc. As noted earlier, irrigated olive trees cover about 15,525 ha of cultivated land in Jordan. Under 100% of ETc irrigation, that means that 20,260,125 m3 (20 MCM) of water are needed annually for irrigated olive trees. In comparison, under 65% ETc irrigation, only 15,990,750 m3 (16 MCM) of water are needed annually, representing a reduction in demanded irrigation water by olive trees of 4,269,375 m3 (4 MCM), a drop of 21%. Considering that the water used to irrigate olive trees in the Highlands is all groundwater, this savings would aid in lowering Jordan’s overdraft of this precious resource. As has been calculated by Jordan’s Ministry of Water and Irrigation (2013), the agricultural sector’s overall surface and groundwater usage comes to 475 MCM per year, 53% or 250 MCM per year of which is groundwater. The groundwater that would be saved by using RDI on all areas with irrigated olive trees in Jordan at the 65% ET level (4 MCM) would represent a savings of 2%. CONCLUSIONS AND RECOMMENDATIONS The results indicate that RDI is an appropriate method of irrigation for olive trees that does not necessarily have any negative impact on fruit or oil yield and quality if applied in the correct amount. The suitable level of RDI for olive trees depends on the ultimate goal of production, whether that be for olive fruits or olive oil. For the purpose of oil production, the highest percentage achieved is at an RDI level of 65%, as seen in T3, while for fruit production, the highest level is achieved with no RDI, as seen in T1. The positive results of RDI seen with the purpose of oil production is even more advantageous considering that there is a higher demand for olive oil than fresh olives in Jordan and olive oil has a longer shelf-life, both factors that should play favorably into the pockets of farmers. Moreover, if RDI at a 65% level is used on olive trees, a 21% cut in irrigation water use could be achieved without negative impacts on fruit and oil production provided that irrigation scheduling is conducted in the manner described in this study. With regard to the overall groundwater savings that could be achieved in Jordan with the use of RDI on all irrigated olive trees, while it is minimal in comparison to the country’s overall water usage, the use of RDI could be expanded beyond just olive trees. Research suggests positive results with other irrigated trees as well. For example, in studies on the impact of deficit irrigation on apple production, Mpelasoka et al. (2001) found no negative effect on yield and some improvement in fruit quality, and Leib et al. (2006) found no impact on the yield or size with partial root-zone drying irrigation. Research on grape production (Acevedo-Opazo et al., 2010; Santesteban et al., 2011) suggests improvements in quality and no large negative effect on yield from an RDI strategy. With regard to several studies on the use of deficit irrigation on citrus fruits, once again there is evidence to suggest no significant negative effect on yield but quality parameters are sensitive and the timing and phasing of water stress has to be precise (García-Tejero et al., 2010a; García-Tejero et al., 2010b; Ballester et al., 2011; García-Tejero et al., 2011; Ballester et al., 2013). And finally, studies on tomatoes have signaled toward the potential for use of deficit irrigation with no negative yield or quality effects but much depends on the particular soil characteristics and the timing and phasing of the water deficits (Mitchell et al., 1991; Savić et al., 2009; Jensen et al., 2010; Wang et al., 2012). There is thus the potential for Jordan to explore applying RDI to its other irrigated tree and even vegetable crops, a strategy that could give way to yet more water savings. In considering the use of RDI among farmers in Jordan, and while the most simple method has been advocated in this article, there are still concerns with regard to implementation on the ground. If one is not already in place, a drip irrigation system has to be bought and installed and this is a significant up-front investment for many farmers without the financial means or backing. Drip irrigation systems also require regular maintenance and replacement of parts, something that needs constant attention and awareness of issues that can arise with drip irrigation systems. It is common that the people working on the farms on a daily basis are workers who might not be well-educated or have knowledge of how to attend to RDI in the manner laid-out in this article so some training would be required. This is where a type of agricultural extension services agency would be beneficial to give farmers this training and also act as a consultant when problems arise. All of these logistical matters would, in the end, also have to be prefaced with building trust among farmers that RDI can reap successful results with olive trees. This study will aid in these efforts of proving to and encouraging farmers to undertake this strategy. As the agricultural sector worldwide is put under further pressure by the higher- prioritized and more economically valuable municipal and Table 5. Statistical results of regressions with cluster sampling testing the difference in means of the physical parameters of the olive fruits between the RDI treatments with T1 acting as the comparison treatment. Fruit Weight[a] Major Diameter Minor Diameter Pit Weight Pit-Pulp Ratio T2 0.38 (0.43) 1.20 (0.87) 0.48 (0.84) 0.10 (0.07) -0.01 (0.04) T3 -0.14 (0.32) -0.07 (0.82) -0.06 (0.62) 0.09** (0.04) 0.04 (0.04) T4 -0.59** (0.28) -1.30* (0.70) -1.49** (0.58) 0.06* (0.04) 0.09** (0.04) [a] * Significant at a 90% confidence level. ** Significant at a 95% confidence level.
  • 7. 32(1): 55-62 61 industrial sectors, there will be a need to find appropriate ways to achieve greater efficiency in water use for irrigation. This will require developing, testing, and implementing a wider range of alternative approaches to the current methods of irrigation. In this study, adopting RDI as an alternative approach has proved to be a promising strategy for minimizing irrigation water demand in olive orchards while avoiding any undesired effects on crop production. Achieving a suitable level of RDI in olive orchards, though, will depend on farmers accepting and trusting this strategy and continuing studies like the present one. With the application of RDI, farmers’ profits can be maintained or even increased and the country at large can reap water savings, allowing resources to meet the growing demands elsewhere. ACKNOWLEDGMENTS This research was funded by the USAID-funded Water Demand Management Master’s Program in the Civil Engineering Department at the Jordan University of Science and Technology. The program provided students with the funds for the master’s degree program as well as their research. This work is in part the outcome of this opportunity, without which the research would not have been possible. REFERENCES Acevedo-Opazo, C., Ortega-Farias, S., & Fuentes, S. (2010). Effects of grapevine (Vitis vinifera L.) water status on water consumption, vegetative growth and grape quality: An irrigation scheduling application to achieve regulated deficit irrigation. Agric. Water Mgmt., 97(7), 956-964. http://dx.doi.org/10.1016/j.agwat.2010.01.025. Allen, R. G., Pereira, L. S., Raes, D., & Smith, M. (1998). Crop evapotranspiration-Guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper No. 56. Rome: Food Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/docrep/x0490e/x0490e00.htm Amayreh, J., Al-Abed, N., Massad, E., Nassar, A., Massad, E., Alrousan, L., & Bany Amer, E. (2003). Modeling soil water retention curves using Van Genuchten's model for several agricultural soils in Jordan. Archives Agron. Soil Sci., 49(4),427- 433. Ballester, C., Castel, J., Intrigliolo, D. S., & Castel, J. R. (2011). Response of Clementina de Nules citrus trees to summer deficit irrigation: Yield components and fruit composition. Agric. Water Mgmt., 98(6), 1027-1032. http://dx.doi.org/10.1016/j.agwat.2011.01.011 Ballester, C., Castel, J., Intrigliolo, D., & Castel, J. R. (2013). Response of Navel Lane Late citrus trees to regulated deficit irrigation: Yield components and fruit composition. Irrig. Sci., 31(3), 333-34. http://dx.doi.org/10.1007/s00271-011-0311-3 Chebaane, M., El-Naser, H., Fitch, J., Hijazi, A., & Jabbarin, A. (2004). Participatory groundwater management in Jordan: Development and analysis of options. Hydrogeol. J., 12(1), 14- 32. http://dx.doi.org/10.1007/s10040-003-0313-1 Dabbou, S., Chehab, H., Faten, B., Dabbou, S., Esposto, S., Selvaggini, R., Tatoccjo. A., Servili, M., Montedoro, G. F., &Hammami, M. (2010). Effect of three irrigation regimes on Arbequina olive oil produced under Tunisian growing conditions. Agric. Water Mgmt., 97(5), 763-768. http://dx.doi.org/10.1016/j.agwat.2010.01.011 Fereres, E., Goldhammer, D. A., & Parsons, L. R. (2003). Irrigation water management of horticultural crops. Hort. Sci., 38(5), 1036-1042. Food and Agriculture Organization (FAO). (2002). Deficit irrigation practices. Water Reports 22. Retrieved from http://www.fao.org/docrep/004/y3655e/y3655e00.HTM García, J. M., Cuevas, M. V., & Fernández, J. E. (2013). Production and oil quality in Arbequina olive (Olea europaea, L.) trees under two deficit irrigation strategies. Irrig. Sci., 31(3), 359-370. http://dx.doi.org/10.1007/s00271-011-0315-z García-Tejero, I., Durán-Zuazo, V. H., Jiménez-Bocanegra, J. A., & Muriel-Fernández, J. L. (2011). Improved water-use efficiency by deficit-irrigation programmes: Implications for saving water in citrus orchards. Scientia Horticulturae, 128(3), 274-282. http://dx.doi.org/10.1016/j.scienta.2011.01.035 García-Tejero, I., Jiménez-Bocanegra, J. A., Martínez, G., Romero, R., Durán-Zuazo, V. H., & Muriel-Fernández, J. L. (2010a). Positive impact of regulated deficit irrigation on yield and fruit quality in a commercial citrus orchard(Citrus sinensis, L.) Osbeck, cv. salustiano. Agric. Water Mgmt., 97(5), 614-622. http://dx.doi.org/10.1016/j.agwat.2009.12.005 García-Tejero, I., Romero-Vicente, R., Jiménez-Bocanegra, J. A., Martínez-García, G., Durán-Zuazo, V. H., & Muriel-Fernández, J. L. (2010b). Response of citrus trees to deficit irrigation during different phenological periods in relation to yield, fruit quality, and water productivity. Agric. Water Mgmt., 97(5), 689-699. http://dx.doi.org/10.1016/j.agwat.2009.12.012 Goldhammer, D. A. (1999). Regulated deficit irrigation for California canning olives. Acta Horticulturae 474, 369-372. http://dx.doi.org/10.17660/actahortic.1999.474.76 Goldhammer, D. A., Dunai, J., & Ferguson, L. (1994). Irrigation requirements of olive trees and responses to sustained deficit irrigation. Acta Horticultura356, 172-175. http://dx.doi.org/10.17660/ActaHortic.1994.356.36 Gómez-del-Campo, M. (2013). Summer deficit-irrigation strategies in a hedgerow olive orchard cv. Arbequina: Effect on fruit characteristics and yield. Irrig. Sci., 31(3), 259- 269.http://dx.doi.org/10.1007/s00271-011-0299-8 Jensen, C. R., Battilani, A., Plauborg, F., Psarras, G., Chartzoulakis, K., Janowiak, F., Stikić, R.,Jovanovic, Z., Li, G., Qi, X., Liu, F., Jacobsen, S.-E., &Andersen, M. N. (2010). Deficit irrigation based on drought tolerance and root signalling in potatoes and tomatoes. Agric. Water Mgmt, 98(3), 403- 413.http://dx.doi.org/10.1016/j.agwat.2010.10.018 Jordan Ministry of Agriculture. (2012). Annual Statistics Report 2012. Amman: Department of Information, Directorate of Information Technology, Ministry of Agriculture. Retrieved from http://www.moa.gov.jo/ar-jo/home.aspx. Jordan Ministry of Environment. (2014). Jordan’s Third National Communication on Climate Change. Amman: Ministry of Environment. Retrieved from http://www.undp.org/content/dam/jordan/docs/Publications/Envi ro/TNC%20jordan%20pdf.pdf Jordan Ministry of Water and Irrigation. (2013). Jordan Water Sector Facts and Figures 2013. Amman: Ministry of Water and Irrigation. Retrieved from http://www.mwi.gov.jo/sites/en- us/Documents/W.%20in%20Fig.E%20FINAL%20E.pdf Keller, J., & Bliesner, R. B. (1990). Sprinkler and Trickle Irrigation. New York, N. Y.: Chapman and Hall. http://dx.doi.org/10.1007/978-1-4757-1425-8 Kijne, J. W. (2003). Unlocking the water potential of agriculture. Rome: Food and Agriculture Organization. Retrieved from ftp://ftp.fao.org/agl/aglw/docs/unlocking_e.pdf Lavee, S., & Wodner, M. (1991). Factors affecting the nature of oil accumulation in fruit of olive. J. Hort. Sci., 66(5), 583-591.
  • 8. 62 APPLIED ENGINEERING IN AGRICULTURE Leib, B. G., Caspari, H. W., Redulla, C. A., Andrews, P. K., & Jabro, J. J. (2006). Partial rootzone drying and deficit irrigation of Fuji apples in a semi-arid climate. Irrig. Sci., 24(2), 85-99. http://dx.doi.org/10.1007/s00271-005-0013-9 Mitchell, J. P., Shennan, C., Grattan, S. R., & May, D. M. (1991). Tomato fruit yields and quality under water deficit and salinity. J. American Soc. Hort. Sci., 116, 215-221. Moriana, A., Orgaz, F., Pastor, M., & Fereres, E. (2003). Yield responses of a mature olive orchard to water deficits. J. American Soc. Hort. Sci., 128(3), 425-431. Motilva, M. J., Tovar, M. J., Romero, M. P., Alegre, S., & Girona, J. (2000). Influence of regulated deficit irrigation strategies applied to olive trees (Arbequina cultivar) on oil yield and oil composition during the fruit ripening period. J. Sci. Food Agric., 80(14), 2037-2043. http://dx.doi.org/10.1002/1097- 0010(200011)80:14<2037::AID-JSFA733>3.0.CO;2-0 Mpelasoka, B. S., Behboudian, M. H., & Green, S. R. (2001). Water use, yield and fruit quality of lysimeter-grown apple trees: Responses to deficit irrigation and to crop load. Irrig. Sci., 20(3), 107-113. http://dx.doi.org/10.1007/s002710100041 Ramos, A. F., & Santos, F. L. (2010). Yield and olive oil characteristics of a low-density orchard (cv. Cordovil) subjected to different irrigation regimes. Agric. Water Mgmt., 97(2), 363- 373. http://dx.doi.org/10.1016/j.agwat.2009.10.008 Romero, M. P., Tovar, M. J., Girona, J., & Motilva, M. J. (2002). Changes in the HPLC phenolic profile of virgin olive oil from young trees (Olea europaea L. cv Arbequina) grown under different deficit irrigation regimes. J. Agric. Food Chem., 50(19), 5349-5354. http://dx.doi.org/10.1021/jf020357h Rosenberg, D. E., & Peralta, R. (2012). Economic impacts of groundwater drawdown in Jordan. Amman: International Resources Group for the United States Agency for International Development, Jordan Institutional Support and Strengthening Program. Retrieved from http://isspjordan.org/files/upload/resources/f9a346a2e9ad8055ae e886d5a2a48db3.pdf Santesteban, L. G., Miranda, C., &Roro, J. B. (2011). Regulated deficit irrigation effects on growth, yield, grape quality and individual anthocyanin composition in (Vitis vinifera L. cv. Tempranillo).Agric. Water Mgmt., 98(7), 1171-1179. http://dx.doi.org/10.1016/j.agwat.2011.02.011 Sanz-Cortés, F., Martínez-Calvo, J., Badenes, M. L., Bleiholder, H., Hack, H., Llácer, G., & Meier, U. (2002). Phenological growth stages of olive trees (Oleo europaea). Ann. Appl. Biol., 140(2), 151-157. http://dx.doi.org/10.1111/j.1744-7348.2002.tb00167.x Savić, S., Liu, F., Stikić, R., Jacobsen, S.-E., Jensen, C. R., & Jovanović, Z. (2009). Comparative effects of partial rootzone drying and deficit irrigation on growth and physiology of tomato plants. Archives Biol. Sci., 61(4), 801-810. http://dx.doi.org/10.2298/ABS0904801S Ta'any, R., Masalha, L., Khresat, S., Ammari, T., & Tahboub, A. (2014). Climate change adaptation: A case study in Azraq Basin, Jordan. Intl. J. Current Microbiol. Appl. Sci., 3(2), 108-122. Tognetti, R., D’Andria, R., Morelli, G., & Alvino, A. (2005). The effect of deficit irrigation on seasonal variations of plant water use in(Olea europaea L.).Plant Soil, 273(1), 139- 155.http://dx.doi.org/10.1007/s11104-004-7244-z Tovar, M. J., & Motilva, M. J. (2001). Changes in the phenolic composition of virgin olive oil from young trees (Olea europaea L. cv. Arbequina) grown under linear irrigation regimes. J. Agric. Food Chem., 49(11), 5502-5508. http://dx.doi.org/10.1021/jf0102416 Velez, J. E., Intrigliolo, D. S., & Castel, J. R. (2007). Scheduling deficit irrigation of citrus trees with maximum daily trunk shrinkage. Agric. Water Mgmt., 90(3), 197-204. http://dx.doi.org/10.1016/j.agwat.2007.03.007 Venot, J. P., Molle, F., & Hassan, Y. (2007). Irrigated agriculture, water pricing and water savings in the Lower Jordan River Basin (in Jordan). Comprehensive Assessment of Water Management in Agriculture Research Report 18. Colombo: International Water Management Institute. Retrieved from http://www.iwmi.cgiar.org/assessment/files_new/publications/C A%20Research%20Reports/CARR18.pdf Verner, D., Lee, D. R., Ashwill, M., & Wilby, R. (2013). Increasing resilience to climate change in the agricultural sector of the Middle East: The cases of Jordan and Lebanon. Washington, D.C.: World Bank. http://dx.doi.org/10.1596/978-0-8213-9844-9 Wang, Y., Liu, F., & Jensen, C. R. (2012). Comparative effects of deficit irrigation and alternate partial root-zone irrigation on xylem pH, ABA and ionic concentrations in tomatoes. J. Exp. Botany, 63(5), 1907-1917. http://dx.doi.org/10.1093/jxb/err370