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Research Article
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Growth and Yield of Rice (Oryza sativa L.) as affected by Cultivars, Seeding Depth and Water Deficits at Vegetative Stage
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S. Sanusan,
A. Polthanee,
A. Audebert,
S. Seripong
and
J.C. Mouret
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ABSTRACT
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This study investigates the effects of different seeding depths
and water stress on growth and yield of direct-seeded rice. The experiment was
a 3x2x2 factorial in a randomized complete block design with four replications.
The main factors (03) were seeding depths (0, 1 and 5 cm), water level (well
watered and water stress at 30 days after seeding (DAS) and rice cultivars (Pathum
Thani 1 and Suphan Buri 1). Above-ground biomass and root length density were
significantly affected by rice cultivars, seeding depths and water stress. The
Suphan Buri 1 had a higher above ground biomass and root length density than
the Pathum Thani 1. At the first 7 days of water stress, maximum above-ground
biomass was obtained at 1 cm seeding depth. But at a later stage, the highest
above ground biomass was observed with a seeding depth of 5 cm at both 60 and
90 days after seeding. The greatest root length density was obtained at a seeding
depth of 5 cm. Grain yield was significantly affected by seeding depths and
water stress. The highest grain yield was obtained in 5 cm seeding depths compared
with other low depth under water stress at vegetative stage (30 DAS). It was
concluded that yield loss under water stress at vegetative stage may be compensated
for by increasing seeding depth above shallow depth levels. |
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INTRODUCTION
Water stress is a major cause of low yield of rice grown in the rainfed lowlands
(Sharma and De Datta, 1994), an ecosystem that accounts
for about 25% of the world's rice-growing area, but where in Asia, the average
grain yield is only 2.3 t ha-1 (Maclean, 1997).
The relatively low yield of rainfed lowland rice may be partly due to drought
stress. Drought is a major limitation for rice production in rainfed ecosystems
(Kamoshita et al., 2000). In Northeast Thailand,
direct seeding by broadcasting after tillage plowing is used and it is begun
after rainfall when the soil is moist (Pandey et al.,
2000). However, with the early planting of direct-seeded rice (DSR), plants
are normally subjected to water stress during the vegetative growth stage, due
to unpredictable rainfall in the region. Therefore, vigorous root and shoot
growth may provide better drought tolerance during the vegetative growth stage.
Sowing seeds or drilling seeds may more easily avoid water stress by deep rooting
and seeds sown by this method are often damaged by birds and rats.
Indeed, shallow sowing is a traditional practice in some countries (Tully
and Rassam, 1985). In Syria, for example, farmers usually commence sowing
after rain when the surface soil is moist and hence, do not need to sow more
deeply than 3 cm. Thus, planting must be delayed until significant rainfall
occurs; in some cases planting is incomplete if the rain is excessive, restricting
access to the field as it happens in particularly wet years (Mahdi
et al., 1998).
Direct seeding requires a drill that will effectively penetrate untilled soil
and place the seed at the optimum depth for rapid plant emergence. Therefore,
sowing depth is also an important factor in crop management practices (Campbell
et al., 1991; Kirby, 1993). The deeper seeding
depth may be higher the root length density in the deep soil layer than shallow
depth.
Shallow hardpans are very common in the rainfed lowlands and appear to impede
root penetration by about 60-80% (Wade, 1996). Increased
soil strength under reduced soil moisture in the subsoil of rain-fed lowlands
makes it difficult for roots to gain access to deep soil moisture. Under such
conditions, roots with higher penetration ability have an advantage for absorbing
water from deeper soil layers. However, deep sowing can have an adverse effect
on seedling emergence and grain yield unless cultivars adapted to deep sowing
are used (Kirby, 1993). Several studies of pot experiments
rigorously illustrated the dynamic changes of soil water content in relation
to root growth in rice (Azhiri-Sigari et al., 2000).
Also, differences among rice cultivars exist in deep root development; they
affect the cultivar difference in the extraction of soil water and the rice
plants water status under water stress.
Rice better able to penetrate hardpans have access to more water and should
be more able to avoid drought in rainfed lowland environments. The development
of a deep root system results from several physio-morphological responses linked
to both shoot and root growth (Araki et al., 2002).
Deep root systems are often quantified using different parameters by different
researchers, such as rooting depth (Araki et al.,
2000) and length or weight of deep roots. Therefore, this study investigates
the effects of different depths of sowing, water deficit and rice cultivars
on growth and yield of direct-seeded rice.
MATERIALS AND METHODS A pot experiment was conducted in sandy loam soil at Agronomy Farm of Khon Kaen University, Khon Kaen Province Thailand (16°26N 102°50 E above sea level 204 m), from December 2003 to April, 2004. The experiment was a 3 x 2 x 2 factorial in a randomized complete block design with four replications and each treatment was replicated three times. The main factors (03) were seeding depths (03), water level (02) and rice cultivars (02). Three seeding depths were used: 0, 1 and 5 cm. The two water treatments were as follows: (1) well-watered; (2) water stress at vegetative stage. The seeds of two cultivars (photoperiod insensitive), the Pathum Thani 1 and Suphan Buri 1, were provided by the Pathum Thani 1 and Suphan Buri 1 Rice Research Center, respectively (Rice Department, Ministry of Agriculture and Cooperatives, Thailand).
Soil (Typic Halaquepts) was collected from a paddy soil, which were located
in Ban Muang, Khon Kaen Provinces, Thailand and represent the soil type of rice
fields. Soil sample was air-dried, sieved (>2 mm) and before put in the plastic
pots. Chemical characteristics of soil are 4.56 pH (1:2.5 w/v water), 5.8 g
kg-1organic matter content (Walkey and Black,
1934), 250 mg kg-1 total N (Bremner, 1960),
14 mg kg-1 available P (Bray and Kurtz, 1945)
and 33 mg kg-1 exchangeable K (1 N ammonium acetate pH 7 extraction
(Schollenberger and Simon, 1945)). In this study, a
plastic pot of 25 cm in diameter and 60 cm in height was used as an experimental
unit and 25 kg of dry soil was put in each pot. The soil was then wetted to
field capacity before planting. Prior to potting, the soils were mixed with
a basal dressing of the following nutrients: 30 g N (NH4NO3),
30 g P (Ca (H2PO4)2 and 15 g K (KCl) pot-1.
Urea at 192 g ((NH2)2 CO) pot-1 was applied
to all pots as top dressing at the panicle initiation stage. Rice was grown
in open greenhouse during December, 2003-April, 2004 (season temperatures ranged
between 13 and 19°C at night and between 23 and 36°C during the day).
Fifteen seeds were sown in each pot at a specific depth (0, 1 and 5 cm), that
later maintained five plants.
In this experiment, there were 144 pots; three replicate of 12 treatments were randomly assigned to each block (four blocks). Three replicates were used with each treatment acting as a replicate. Among the 36 pots in each block, three served as irrigated control for each cultivar for each time point. Two stress treatments were imposed: (1) well-watered and (2) water stress at 30 DAS in three pots. So, there were three replicates for each treatment in each block. Thirty six pots in each block were maintained for two rice cultivars. All pots, five plants were maintained per pot. At 30 DAS, 18 pots were water maintains as control for two rice cultivar and the other 18 pots were subjected to drought stress by withholding water for two cultivars.
A water deficit condition, plants were subjected to vegetative drought at 30
DAS. Water was withheld until pots reached 30% of Filed Capacity (FC) or leaf
wilting was observed and then reapplied. The soil water status was monitored
by measuring daily drought pot weight and re-watering was done at the end of
days stress period. The weight of pots with plant material was measured daily
and moisture lost was replenished. Moisture lost was taken as the amount of
water transpired. The experiment was terminated after 7 days, when cultivars
could be separated into tolerant and intolerant of water deficit according to
a visual score (leaf wilting or soil moisture in pot reach until 30% FC). During
the course of drought, all tillers were retained on each plant, but measurements
were made on the main shoot of one plant. The plant was used for recording relative
water content (RWC). The youngest fully expanded leaf was determined during
midday (10.00-11.30) at before drought and the end of days stress period. RWC
was determined by the standard method (Barr and Weatherley,
1962). Leaves were detached from each treatment, replicate and genotype
and were cut weighed immediately to record fresh weight (FW), followed by dipping
half of their portion in distilled water for 4 h. The leaves were blotted to
wipe off excess water, weighed to record fully turgid weight (TW) and subject
to oven dried at 80°C for 48 h to record the dry weight (DW). RWC was calculated
according to the following equation (Barr and Weatherley,
1962):
At the end of drought period, two plants were root sampled by extracting three
soil cores per pot using a coring tube at a distance of 5 cm. Kamoshita
et al. (2000) found that seedling vigor may allow faster development
of deep roots before or during the early stages of drought, thus, accelerating
water extraction and maintaining growth during drought The sampling positions
were located in the center above the plant in each pot. A soil core was divided
into three, 5 cm sections (0 to 5 cm, 5 to 10 cm and 10 to 15 cm). Root length
will be determined using a WinRHIZO Pro software (2004).
Root-Length Density (RLD) was calculated as the ratio of root length (cm) and
soil volume (cm-3) (Bland, 1989).
Two plants were sampled from ground level to the highest leaf in each pot for
leaf area and biomass determination, at 60 and 90 DAS. Plant samples were dried
at 80°C for 48 h and weighed to obtain biomass. At maturity, seed yield
was determined from two plants in each pot. All yields are expressed on dry
grain (about 14% moisture) basis (Dingkuhn and Le Gal, 1996).
Plants were considered mature if all grains had turned yellow and most could
not be dented. At this stage (ca. 20% moisture), the earliest grains began to
shatter whereas late grains were solid but could still be dented (Dingkuhn
and Le Gal, 1996). Yield components were determined from the pants in twenty
panicles in the each pot (Dingkuhn and Le Gal, 1996).
Tillers and panicles were counted, oven-dried and divided into straw and filled
and unfilled grain. Fractions were weighed and subsequently, 1000 filled and
1000 unfilled grains separated and also weighed to determine grain and spikelet
number for bulk samples. Weeds were controlled manually. No diseases were observed.
Data statistical analysis was performed using statistics 8 software (Anonymous,
2003).
RESULTS
Soil moisture: At the vegetative stage, when stress was imposed at 30
DAS, it took 7 days for rice plants to reach leaf wilting (Fig.
1). Both cultivars reached the same level of stress and there was no significant
difference between the cultivars in terms of water loss. The rice cultivars
showed susceptibility to a vegetative stage stress within 7 days when stress
was imposed at 30 DAS.
| | Fig. 1: | Soil
moisture regime during water stress imposed at 30 Days after Seeding (DAS) |
| Table 1: | Effect
of seeding depth, water level and rice cultivar on above-ground biomass |
 |
*,**Indicate
significance at p≤0.05 and p≤0.001, respectively, ns: Not significantly
different (p>0.1), 1Means followed by a common letter in
the row and column are not significant at 5% (p = 0.05), 27
days stress period after water deficit, 3DAS: Days after seeding,
4SD: Seeding depth (cm), W: Water level, C: Rice cultivar;
PT: Pathum thani 1, SU: Suphan buri 1 |
They exhibited rolling symptom on the fourth day after stress at soil moisture
around 40% FC (Fig. 1).
Above-Ground Biomass (AGB): Used rice cultivars, seeding depths and
water treatments significantly affected AGB at all rice stages and the interaction
between rice cultivar and seeding depths, cultivar and water stress on AGB at
7 days water stress, seeding depth and water treatments on AGB at 60 and 90
DAS (Table 1). The rice cultivar Suphan Buri 1 gave the highest
AGB, followed by Pathum Thani 1 at all stages (Table 1). The
greatest AGB was obtained at the 1 cm seeding depth (4.48 g plant-1)
at 30 DAS. But at a later stage, the highest AGB was observed with a seeding
depth of 5 cm depth at both 60 and 90 DAS, producing 31.35 and 47.22 g plant-1,
respectively, followed by the 3 cm seeding depth (Table 1).
For interaction treatments was shown in Table 2.
| Table 2: | Interaction
effect of seeding depthxwater level, seeding depthxcultivar, and water
levelxcultivar on above-ground biomass |
 |
*,**Indicate
significance at p≤0.05 and p≤0.001, respectively, significantly
different (p>0.1), 1Means followed by a common letter in
the row and column are not significant at 5% (p = 0.05), 27
days stress period after water stress, 3DAS: Days after seeding,
4PT: Pathum Thani 1, SU: Suphan Buri 1 |
The interaction between seeding depth and water treatment showing the highest
AGB at 60 DAS was observed with rice sowing at 5 cm depth at well-watered. The
lowest AGB was observed at 0 seeding depth when rice suffered water stress (Table
2). The cultivar SU had a higher AGB than PT when at shallow depths (0 and
1 seeding depths) at 30 DAS (Table 2). Under water deficit,
the highest AGB was observed with SU (Table 2).
Root-Length Density (RLD): The RLD observed at 7 days water stress was
not significantly affected by the rice cultivars and among water treatments,
but the treatments became significantly different between seeding depths at
0 to 5 cm and 5 to 10 cm soil depths and with no interaction (Table
3). The RLD at 0 cm and 1 cm seeding depths, producing 3.62 and 3.14 cm
cm-3, respectively, were higher than at 5 cm seeding depth (Table
3).
| Table 3: | Effect
of seeding depth, water level and rice cultivar on root-length density
at 7 days after water stress, and relative water content |
 |
*,**Indicate
significance at p≤0.05 and p≤0.001, respectively, ns: Not significantly
different (p>0.1), 1Means followed by a common letter in
the row and column are not significant at 5% (p = 0.05), 2Before:
Rice before subjected water stress, 4 days and 7 days after water stress |
| | Fig. 2: | Relationship
between total root-length density at 37 days stress period and grain yield |
However, with a soil layer of 10 to 15 cm soil depth, the majority of roots
were found at 5 cm sowing depth (Table 3).
Relative Water Content (RWC): The RWC was not significantly affected
by rice cultivars, different seeding depths or water stress, but the treatments
were only significantly different among water treatment on RWC at 7 days after
water deficit (Table 3). The plants grown well-watered had
higher the RWC (70%) than plants that suffered water deficit (59.28%). Although,
the RWC was not significantly affected by seeding depth, the trend of RWC when
observed at 7 days after water stress was maintained better, at 67.28% with
rice sowing at 5 cm depth, than the other shallow depth (Table
3). There was a linear relationship between the total RLD at 7 days water
stress and grain yield (Fig. 2).
| Table 4: | Effect
of seeding depth, water level and rice cultivar on yield component and
seed yield |
 |
*,**Indicate
significance at p≤0.05 and p≤0.001, respectively, ns: Not significantly
different (p>0.1), 1Means followed by a common letter in
the row and column are not significant at 5% (p = 0.05) by Duncans
Multiple Range Test. 2SD: Seeding depth (cm), W: Water level,
C: Rice cultivar, PT: Pathum Thani 1, SU: Suphan Buri 1 |
There was also a relationship between the total RLD at 30 DAS of rice and
the RWC at 7 days after water stress (Fig. 3).
Seed yield (g plant-1): The type of rice cultivar did not
significantly affect seed yield (g plant-1), number of spikelet (grains)
per panicle and the 1000-seed weight (g), but seeding depths and water stress
significantly affected grain yield. Interaction treatments were shown in Table
4. The number of spikelet per panicle was greater for the 5 cm seeding depths
than for the 0 and 1 cm seeding depths (Table 4). The average
number of spikelet per panicle was 98.85 for the 5 cm seeding depths, followed
by 86.38 for the 1 cm seeding depth. The highest grain yield was obtained in
the 5 cm seeding depth treatments, followed by 1 cm seeding depth (Table
4).
| Table 5: | Interaction
effect of seeding depth x water level, seeding depth x cultivar, and water
level x cultivar on spikelet per panicle |
 |
1Means
followed by a common letter in the row and column are not significant
at 5%, (p = 0.05) by Duncans Multiple Range Test. 2Rice
cultivar is PT: Pathum Thani 1 and SU: Suphan Buri 1 |
In contrast, 0 cm seeding depth led to the significantly lowest grain yield
(Table 4). Number of spikelet per panicle and grain yields
was higher when observed for well-watered treatments than for water deficit.
For interaction treatments was shown in Table 5. The highest
of number spikelet per panicle was observed in well-watered treatment with sowing
at 5 cm seeding depth. However, under water deficit, rice sowing at 5 cm seeding
depth had the highest spikelet per panicle compared with a shallow seeding depth
(0 and 1 cm seeding depth) (Table 5). The largest number of
spikelet per panicle was observed in well water, while Suphan Buri 1had higher
spikelet per panicle than Pathum Thani 1 for the rice that suffered water stress
at the vegetative growth stage (Table 5).
DISCUSSION
Changes in the soil moisture characteristic curves brought about by paddling
accepted the duration that available water was accessible for different crop
establishment methods (Tuong et al., 2002). In
the 5 cm seeding depth, rice reached to 30% of field capacity (FC) at 7 days
stress period later than the other seeding depth (Fig. 1),
indicating that soil water in the topsoil was available for rice for a longer
period than rice sowing at the shallow depth. Similarly, at the end of the stress
period, available water remained around 37% FC for the 5 seeding depth while
the 0 and 1 seeding depth soil moisture reached 40% FC after 7 days of stress.
They exhibited rolling symptom on the fourth day after stress at soil moisture
around 40% FC (Fig. 1). In this experiment, rice sowing at
5 cm depth appears to have the longest roots compared to shallow sowing depth,
since, the deepest roots of both cultivars reached a deep depth in soil layer
of water deficit at the vegetative stage (Table 3). In another
study, Urasaki et al. (2002) also observed that
some roots of Nipponbare cultivar had reached depths of more than 70 cm by 50
DAS, where a hardpan existed in the topsoil layer at the experimental site.
The ability of the plant to survive severe water deficits depends on its ability
to restrict water loss through the leaf epidermis after the stomata have attained
minimum aperture. Decline in stomatal conductance and transpiration rate at
reduced water potentials were similar in rice and wheat and these both were
reduced to one-fourth of control plants on last day of stress. This is consistent
with the results of Dingkuhn et al. (1989) in
rice. Relative water content (RWC) measures the water content of a leaf relative
to the maximum amount that the leaf can take under full turgidity and hence
is considered as an appropriate measure of plant water status under stress.
RWC was closely associated with the lengths of roots of rice seedlings (Fig.
3). Both the Pathum Thani 1 and Suphan Buri 1 relied more on soil water
from deeper layers in response to reduction in the moisture content of surface
soil. Interestingly, RWC at 4 and 7 days after water deficit tended to be greater
in the Suphan Buri 1 than in Pathum Thani 1 under drying of the surface soil
when rice was sown at 5 cm depth (water deficit at 30 DAS). This would be primarily
due to higher root length density at the 10 to 15 cm depth in the Suphan Buri
1 than in Pathum Thani 1 (Table 3).
These results suggest that the deeper root development of Suphan Buri 1 gave
this cultivar an advantage over the Pathum Thani 1 under conditions of intermittent
drought. This supports the results of Kamoshita et al.
(2000) in a pot experiment, where genotypes with a higher root length density
at a depth of 30 to 40 cm extracted more soil water from deeper soil during
drought. This suggests the possibility that the rice plants continued to take
up some soil water from the surface layer in the experiment. However, the soil
water content of soil in the surface layer might be affected by a larger amount
of soil evaporation in the field experiment with water deficit and longer drying
period than the pot experiment.
In the present study, the rice cultivars also differed in above-ground biomass.
The cultivar Suphan Buri 1 showed higher above-ground biomass than the Pathum
Thani 1. Total above-ground biomass might also affect canopy water use when
the surface soil was relatively wet, considering rapid soil moisture depletion
along the soil profile with Suphan Buri 1 compared with Pathum Thani 1 cultivars
at 30 DAS. The differences among the cultivars in total above-ground biomass
and hence, in transpirational demand may confuse the effect of the rooting pattern
on the extraction of soil water during the drying period (Lilley
and Fukai, 1994).
Thus, the advantages offered by a deep root system depend not only on the severity of the drought conditions but also on shoot size, which determines the potential amount of soil water that is extracted during water stress that can occur in upland or lowland rainfed rice. Indeed, our experiment shows superior plant characteristics than deep root development and total above-ground biomass associated with plant water status or leaf relative water content during the drying period (Table 3, Fig. 3). A deep sowing depth at 5 cm depth has been found to maintain higher leaf water potential during drought stress. If sown deep at 5 to 7 cm, it could catch up at later growth; it may avoid risks of seeds drying out before germination at low depths and exhaustion of seedling reserves when seeds are placed too deep in the soil. Although, this experiment showed no significant difference between rice cultivars regarding grain yield, we found that the Suphan Buri 1 cultivar had a higher root length density, greater above-ground biomass and better relative water content of seedlings than the Pathum Thani 1 resulting in the highest grain yield (Table 4).
Long root length density was considered an important characteristic of rice
cultivars for successful establishment of seeds sown deep in the soil and for
grain yield (Fig. 2). This may result from the cultivar's
ability to maintain a relatively good water status, since plant water status
during reproductive stages is closely associated with both spikelet sterility
(Garrity and O'Toole., 1994) and spikelet formation
and abortion due to differences in physiological metabolism, such as a greater
translocation of assimilates to young panicles (Saini and
Westgate, 1999). Shallow sowing at 0 or 1 cm was also not optimum and gave
consistently poorer establishment and lower yield than at 5 cm seeding depth.
In present experiment, sowing at about 5 cm into moist soil offers a better
opportunity for the crops to develop the longest root length density. This may
mean that rice better tolerates a short drought period and is able to increase
crop yield because of better establishment (above ground biomass) compared with
seed planted shallow (0-1 cm). Sowing depth is also an important factor in crop
management practices (Campbell et al., 1991;
Kirby, 1993). Campbell et al.
(1991) found that deeper sowing (below 8 cm) is also disadvantageous and
leads to reduced yield. Hadjichristodoulou et al.
(1977) also found that, in Cyprus, wheat and barley planted at 5 cm produced
significantly more yield (79% in wheat, 82% in barley) than did the same crops
planted at 15 cm. It is found that, for deep seeding depth, it might be expected
that roots from plants starting from 3 cm deep in the soil might seek out moisture
deeper in the profile. Thus, it is surmised that the top 3 cm of the soil dried
out so quickly that these roots either dried out or found it difficult to penetrate
the drier soil near the surface. To dry the soil to 6 cm, however, would take
3-4 days assuming diffusion-limited soil evaporation, allowing the roots more
time to In present study, there was a significant in above ground biomass between
rice cultivars when vegetative stage drought at 7 days after water stresses
(Table 1). This would be primarily due to higher root length
density at the 5 seeding depth in the Suphan Buri 1 than the Pathum Thani 1
(Table 3). These results suggested that the deeper root length
of the Suphan Buri 1 gave this cultivar an advantage over the Pathum Thani 1
under vegetative stage drought. This supports the results of Kamoshita
et al. (2004) in a pot experiment, where genotypes with a higher
root length density at a depth of 30 to 40 cm extracted more soil water from
deeper soil under drought. Lilley and Fukai (1994) suggested
that the differences among the rice cultivars in above ground biomass may confuse
the effect of rooting pattern on the extraction of soil water during the drying
period. Then, the advantage offered by a deep root system depends not only on
the severity of the drought conditions but also on above ground biomass under
the water stress that can occur in vegetative stage drought.
Genotypic variation for maintain higher leaf water potential during drought
stress has been well documented in upland rice (Jongdee
et al., 2002). In the present study, there was no significant difference
between cultivars for relative water content at the vegetative stage drought
(Table 3). But, there was a significant difference seeding
depth for root length density at the 7 days after water stress (Table
3). Also, this experiment found a significant linear relationship between
root length density and seed yield under drought stress (Fig.
2) and less in relationship between relative water content and yield (Fig.
3). This root length density might be associated with increased seeding
depth, thus, improved water conductivity. Resulting rice seeding depth at 5
cm had greater number of spikelet per panicle and seed yield than other seeding
depths under drought stress (Table 4).
In the present study, there was no found significant difference between cultivars
for yield and yields component (Table 4). The Suphan Buri
1 had a greater the number of spikelet per panicle and seed yield than the Pathum
Thani 1 when rice seeding at 5 cm depth and under drought stresses (Table
5). This is maybe indicate that the difference between the cultivars is
consistent across environments. Fischer and Maurer (1978)
concluded that wheat cultivar yield averaged across drought levels is an
appropriate summary of cultivar differences under drought in each particular
experiment. When water stress was imposed during vegetative stage, rice seeding
at 5 cm depth was affected to longest root length density and less reduces the
number of spikelet per panicle.
Present results indicated that deep root development of rice was primarily advantageous for soil water extraction and plant water stress during water stress and that the advantages of a deep root system were affected by total above-ground biomass, which had strong effects on plant water status under erratic rain-fed conditions. ACKNOWLEDGMENTS Financial support from the Royal Golden Jubilee Ph.D. Program under the Thailand Research Fund is gratefully acknowledged. The authors would like to thank Department of Plant Science and Agricultural Resources, Khon Kaen University, Thailand for their valuable cooperation during the study.
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