Crop Science Grow Your Career with CSSA
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


This Article
Right arrow Abstract Freely available
Right arrow Figures Only
Right arrow Full Text (PDF) Free
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (44)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Borrell, A. K.
Right arrow Articles by Henzell, R. G.
Right arrow Search for Related Content
PubMed
Right arrow Articles by Borrell, A. K.
Right arrow Articles by Henzell, R. G.
Agricola
Right arrow Articles by Borrell, A. K.
Right arrow Articles by Henzell, R. G.
Crop Science 40:1037-1048 (2000)
© 2000 Crop Science Society of America

CROP PHYSIOLOGY & METABOLISM

Does Maintaining Green Leaf Area in Sorghum Improve Yield under Drought? II. Dry Matter Production and Yield

Andrew K. Borrella, Graeme L. Hammerb and Robert G. Henzella

a Hermitage Research Station, Department of Primary Industries, Warwick Queensland 4370, Australia
b QDPI/CSIRO Agricultural Production Systems Research Unit, Toowoomba Queensland 4350, Australia

borrela{at}dpi.qld.gov.au


    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 
Retention of green leaf area at maturity (GLAM), known as stay-green, is used as an indicator of postanthesis drought resistance in sorghum [Sorghum bicolor (L.) Moench] breeding programs in the USA and Australia. The critical issue is whether maintaining green leaves under postanthesis drought increases grain yield in stay-green compared with senescent hybrids. Field studies were undertaken in northeastern Australia on a cracking and self-mulching gray clay. Nine closely related hybrids varying in rate of leaf senescence were grown under two water-limiting regimes, post-flowering water deficit and terminal (pre- and postflowering) water deficit, and a fully irrigated control. Under terminal water deficit, grain yield was correlated positively with and negatively with rate of leaf senescence . Grain yield also increased by {approx}0.35 Mg ha-1 for every day that onset of leaf senescence was delayed beyond 76 DAE in the water-limited treatments. Stay-green hybrids produced 47% more postanthesis biomass than their senescent counterparts (920 vs. 624 g m-2) under the terminal water deficit regime. No differences in grain yield were found among eight of the nine hybrids under fully irrigated conditions, suggesting that the stay-green trait did not constrain yield in the well-watered control. The results indicate that sorghum hybrids possessing the stay-green trait have a significant yield advantage under postanthesis drought compared with hybrids not possessing this trait.

Abbreviations: AGDM, aboveground dry mass • CGR, crop growth rate • DAE, days after emergence • GLAM, green leaf area at maturity • ND, no water deficit treatment • PFD, postflowering water deficit treatment • TD, terminal water deficit. *, **, *** Significant at the 0.05, 0.01, and 0.001 probability levels, respectively


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 
WATER DEFICIT is the major constraint to rainfed sorghum production worldwide. Drought can occur before and after flowering, and resistance to water deficit at both of these stages has been reported in sorghum (Rosenow et al., 1996). Resistance to postanthesis drought is important in Australia's northern grain belt, since crops generally grow into water deficit (Chapman et al., 2000). Symptoms of susceptibility to postanthesis drought include premature leaf and stem senescence, charcoal rot [Macrophomina phaseolina (Tassi) Goidanich], fusarium stalk rot (Fusarium moniliforme J. Sheld.), lodging, and reduced seed size. Expression of postanthesis drought symptoms is heightened when crop growth is favorable prior to flowering and is followed by severe water deficit, particularly in the latter half of grain filling. Chapman et al. (2000) reported a high frequency of this water limitation in Australian sorghum-growing environments.

A mechanism of resistance, known as stay-green (Rosenow, 1977), is indicated by maintenance of green stems and upper leaves when water is limiting during grain filling. Green leaf area at maturity is used as an indicator of postanthesis drought resistance in sorghum breeding programs in the USA (Rosenow et al., 1983) and Australia (Henzell et al., 1992). Green leaf area at maturity and its components have been found to vary with both water regime and genotype (Borrell et al., 2000). The critical issue is whether retention of green leaf area under postanthesis drought actually increases grain yield in stay-green compared with senescent hybrids. Positive associations between green leaf area duration and grain yield have been observed in a range of cereals, including wheat, Triticum aestivum L. (Evans et al., 1975); maize, Zea mays L. (Tollenaar and Daynard, 1978; Wolfe et al., 1988); oat, Avena sativa L. (Helsel and Frey, 1978); and sorghum (Henzell et al., 1992).

There is limited understanding of the physiological processes underlying the stay-green trait, including the basis of genetic variation. According to Bonhert et al. (1995), mechanisms by which plants adapt to abiotic stresses need to be quantified at a physiological, molecular, and genetic level, and future research must be directed at functional characterization and biochemical integration of molecular and genetic data. Sorghum genotypes with the stay-green trait continue to fill their grain normally under drought (Rosenow and Clark, 1981) and exhibit increased resistance to charcoal rot (Rosenow, 1984) and lodging (Henzell et al., 1984; Woodfin et al., 1988). Stay-green genotypes also contain more cytokinins (McBee, 1984) and basal stem sugars (Duncan, 1984) than do senescent genotypes. Increased accumulation of soluble sugars in stay-green types is associated with greater functional leaf area during grain filling, thereby reducing their dependence on stored assimilates from the stem to fill grain (Duncan et al., 1981, McBee et al., 1983). Higher concentration of stem sugars improves the digestible energy content of the straw, making stay-green a valuable trait for both grain and fodder production in dual purpose sorghums (Van Oosterom et al., 1996). If photosynthesis is maintained for longer than normal in stay-green types, they may yield more in crops for which carbohydrate is a main harvest component (Thomas and Smart, 1993).

Initially, stay-green was selected under water-limited conditions to reduce lodging, since live plants have stronger stems. However, previous research has found that such selection may reduce yield potential, as sorghum plants with a high grain sink/source ratio are more likely to senesce when water is limiting (Henzell and Gillieron, 1973; Rosenow et al., 1983). The need existed, therefore, to clarify the association between rate of leaf senescence and grain yield in water-limited environments. To address this issue, Henzell et al. (1992) carried out preliminary studies using visual ratings of leaf senescence. More detailed experiments on these associations are reported here.

Our study had three main objectives. First, we examined grain yield and its components in nine closely related hybrids varying in stay-green grown under three water regimes. Second, we determined the association between rate of leaf senescence and yield in these hybrids under water-limiting conditions. Third, we examined the partitioning of biomass among stem, leaf, and panicle components in these hybrids under postanthesis water deficit, including the reliance of yield on stem reserves. Water and genotype effects on leaf area production and senescence were examined in the first paper of this series (Borrell et al., 2000).


    Materials and methods
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 
General
Details on the experiment site, treatments, agronomy and leaf observations are given in the first paper in this series (Borrell et al., 2000). Soil type is a cracking and self-mulching gray clay with abundant CaCO3 concretions and a high montmorillonite clay content (McKeown, 1978). Briefly, the experiment design was a split plot with three replicates in which three irrigation treatments were applied to main plots (6 by 31.5 m) and nine hybrids varying in rate of leaf senescence were allocated to subplots (3.5 by 6 m) (Exp. 1). All plots were hand-sown under plastic covers on 15 Dec. 1994 and emerged 18 Dec. 1994. The water regime treatments were no deficit (ND), postflowering deficit (PFD), and terminal (pre- and postflowering) deficit (TD). No irrigation was applied to TD plots; plants in this treatment should have relied solely on stored soil water except that an additional 80 mm of water entered the profile through the plastic in a series of rainfall events near anthesis. The magnitude of water entry under the plastic was determined by the neutron scattering technique using a neutron probe (Model 503R, CPN Corp., Martinez, CA) and there were no significant differences (P > 0.05) among plots in water entry. The nine hybrids examined were from crosses of three females varying in the B35 source of stay-green (AQL39, senescent; AQL41, intermediate; A35, stay-green) and three males similarly varying in the KS19 source of stay-green (R69264, senescent; RQL36, intermediate; RQL12, stay-green).

The nine hybrids were also examined under rainfed conditions at Hermitage Research Station (Exp. 2) on the same soil type as Exp. 1. The experiment design was a randomized block design with four replicates and nine hybrids. Plot size was 6 by 1.42 m. The experiment site was fertilized prior to sowing with 100 kg N ha-1 as urea. No irrigation was applied. All plots were sown on 24 Nov. 1994 in rows 0.71 m apart and subsequently thinned to a population of 100000 plants ha-1. Totals of 123 and 148 mm of rain were recorded during the pre- and postanthesis periods, with the largest fall (68 mm) occurring 22 d after anthesis. A 6-m2 area (4.25 by 1.42 m) was machine harvested at maturity. Grain was dried in a forced draft oven at 80°C for 48 h before weighing.

Harvests
In Exp. 1, a single row of length 1 m was cut from one of the three center rows of each plot at 30, 46, 59 (anthesis + 3d), 87, and 114 d after emergence (DAE). At least 0.5-m intervals of crop were left between sampling areas within a row and no adjacent areas were sampled. Harvests at 30, 59, and 114 DAE corresponded with the phenological stages of panicle differentiation, anthesis, and physiological maturity. To determine the timing of panicle differentiation, two plants per plot were sampled twice weekly from 21 DAE onwards. Preliminary stem dissection studies found that panicle differentiation, defined as the rapid elongation of the rachis and the accompanying development of the upper primary and secondary branches (Moncur, 1981), corresponded with a panicle length of {approx}2 mm. Hence panicle differentiation was defined as the time when the panicle had attained a length of 2 mm. Anthesis was defined as the time when 50% of the anthers had extruded from 50% of 10 tagged panicles in each plot. Physiological maturity was defined as the time at which basal grains in 50% of the tagged panicles attained black layer. Each sample was dried in a forced draft oven at 80°C for 48 h before weighing. All samples at 59 and 114 DAE, and also TD samples at 87 DAE, were divided into mainstem and tiller components, then further partitioned into green leaf, senesced leaf, stem (including leaf sheaths), and panicle. Plant number, culm number, panicle number, aboveground dry mass (AGDM), grain yield, 1000-grain weight, and stem length were determined at maturity (11 Apr. 1995) for all plots. Stem length was defined as the distance from the base of the stem to the top of the peduncle (characterized by the first branch of the panicle).

The following parameters were calculated on a plot basis. Harvest index was derived by dividing grain yield by aboveground dry mass. Grain number per panicle was calculated by dividing grain yield by the product of panicle number and mass per grain. Seasonal average crop growth rate was determined by dividing AGDM by the number of days from emergence to physiological maturity (black layer). Average grain growth rate was calculated by dividing grain yield by the number of days from anthesis to physiological maturity. Stem reserves are defined as the difference in stem dry mass between anthesis and maturity harvests.

Statistical Analyses
Data were analyzed by standard analysis of variance, and pairwise comparisons of means were performed using the protected LSD procedure at (Carmer and Swanson, 1973). Within each water treatment, correlations were calculated between grain yield and the following parameters: AGDM, harvest index, grain size, grain number per square meter, average crop growth rate, average grain growth rate, duration of grain growth, relative rate of leaf senescence (Borrell et al., 2000), GLAM, stem length, and stem reserves mobilized for grain filling. Correlations were also calculated between green leaf dry mass at maturity and panicle dry mass at maturity.


    Results and discussion
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 
Dry Matter Production
Genotype and water regime did not interact significantly for biomass production at either panicle initiation or anthesis. At panicle initiation (30 DAE), AGDM was not affected by water regime (Fig. 1) . However, AGDM differed (P < 0.01) among genotypes, increasing from 150 g m-2 (AQL39/RQL36) to 224 g m-2 (AQL39/R69264). By the anthesis harvest (59 DAE), AGDM was similar in all genotypes, although variation (P < 0.01) was observed among water regimes, with AGDM being greater (P < 0.01) in ND and PFD ({approx}938 g m-2) compared with TD (828 g m-2).



View larger version (20K):
[in this window]
[in a new window]
 
Fig. 1 Temporal pattern of aboveground dry matter production for nine sorghum hybrids grown under three water regimes: (a) no water deficit, (b) postflowering water deficit, and (c) terminal water deficit. Anthesis at Day 56 is marked with an arrow. Vertical bars denote

 
A genotype x water regime interaction (P < 0.055) was observed for biomass at maturity (Fig. 1). In the five senescent hybrids (AQL39/R69264, AQL41/R69264, A35/R69264, AQL39/RQL36, AQL41/RQL36; open symbols), biomass production was almost 30% less under TD compared with ND. Yet in the four stay-green hybrids (A35/RQL36, AQL39/RQL12, AQL41/RQL12, A35/RQL12; closed symbols), AGDM was only 13% less under TD compared with ND. For example, when AQL39, AQL41, and A35 were crossed with RQL36, AGDM in the senescent hybrid (AQL39/RQL36) decreased from 2029 g m-2 (ND) to 1299 g m-2 (TD), yet the decline was much less in the stay-green hybrid (A35/RQL36), decreasing from 2204 g m-2 (ND) to 1827 g m-2 (TD).

Post-anthesis biomass production was 44% higher (P < 0.001) for hybrids grown under ND compared with TD (1089 vs. 756 g m-2). Genotypic variation was also significant , although the interaction between genotype and water regime was not. Under terminal water deficit, postanthesis biomass production in the stay-green hybrid A35/RQL12 was twice that of the senescent hybrid AQL39/R69264 (1029 vs. 537 g m-2). Overall, stay-green hybrids produced 47% more biomass between anthesis and maturity compared with their senescent counterparts (920 vs. 624 g m-2) under water-limited conditions (TD).

Rate of Crop Growth
There was no significant genotype x water regime interaction for crop growth rate (CGR). Averaged across hybrids, CGR between emergence and maturity harvest (114 DAE) increased (P < 0.01) with water regime: 14.4 (TD), 16.6 (PFD), and 17.9 (ND) g m-2 d-1. Averaged across water regimes, genotypic variation in CGR for the same period was also significant (P < 0.01), ranging from 14.6 g m-2 d-1 (AQL39/RQL36) to 18.1 g m-2 d-1 (A35/RQL36). Since differences in phenology among genotypes were relatively small (Borrell et al., 2000), variation in biomass production was largely due to variation in CGR.

Partitioning of Biomass among Organs under Water-Limited Conditions
The impact of rate of leaf senescence on biomass partitioning among the leaf, stem, and panicle was examined in the TD treatment, since severity of drought was greater in this treatment than in PFD. To demonstrate the effects of the B35 and KS19 sources of stay-green on biomass partitioning, two examples will be discussed. First, three females varying in rate of leaf senescence (AQL39, senescent; AQL41, intermediate; A35, stay-green) will be examined in crosses with a common male (RQL36, intermediate) to highlight the impact of the B35 source of stay-green on biomass partitioning. The effects of this source of stay-green on biomass partitioning will also be examined in crosses with R69264 (senescent) and RQL12 (stay-green) males. Second, three males similarly varying (R69264, senescent; RQL36, intermediate; RQL12, stay-green) will be examined in crosses with a common female (AQL41, intermediate) to highlight the impact of the KS19 source of stay-green on biomass partitioning. The effects of this source of stay-green on biomass partitioning will also be examined in crosses with AQL39 (senescent) and A35 (stay-green) females.

Example 1 (B35 Source of Stay-Green)
During the first half of the grain-filling period, green leaf dry mass remained relatively constant in AQL39/RQL36 (senescent) and AQL41/RQL36 (intermediate), yet increased in A35/RQL36 (stay-green) such that by mid grain filling, green leaf dry mass in the stay-green hybrid (295 g m-2) was greater (P < 0.05) than in the senescent (195 g m-2) and intermediate (232 g m-2) hybrids (Fig. 2a) . While green leaf dry mass declined in all hybrids during late grain filling, the differences observed at mid grain filling were maintained through to maturity, resulting in more (P < 0.05) green leaf dry mass at maturity in the stay-green hybrid (131 g m-2) than in the intermediate (58 g m-2) and senescent (72 g m-2) hybrids. However, there was no difference in dead leaf dry mass among these genotypes (Fig. 2b).



View larger version (31K):
[in this window]
[in a new window]
 
Fig. 2 The effects of the A35 source of stay-green on biomass partitioning among various plant components in crosses with RQL36: (a) green leaf, (b) dead leaf, (c) stem, and (d) panicle. Vertical bars denote

 
Interestingly, stem dry mass remained relatively constant ({approx}400 g m-2) throughout the grain-filling period in the stay-green hybrid, but declined in the intermediate hybrid from {approx}400 to 300 g m-2 during the second half of the grain-filling period, such that stem dry mass was significantly lower (P < 0.01) at maturity in the intermediate hybrid (Fig. 2c). Stem dry mass in the senescent hybrid was low ({approx}270 g m-2) throughout the grain-filling period.

During the first half of the grain-filling period, the accumulation of biomass in the panicle was similar in the stay-green and intermediate hybrids and less in the senescent hybrid, although these differences were not significant (Fig. 2d). However, during the second half of the grain-filling period, panicle dry mass increased by 204, 114, and 376 g m-2 in the senescent, intermediate, and stay-green hybrids, respectively, resulting in almost 30% more (P < 0.05) panicle dry mass in the stay-green than in the senescent hybrid.

There were no differences at maturity in green leaf dry mass and panicle yield among the same three females (AQL39, AQL41, and A35) when crossed with R69264 (senescent male, data not shown). However, when crossed with RQL12 (stay-green), green leaf dry mass and panicle dry mass at maturity were highly correlated in these females. Genotypic differences in biomass partitioning were similar to those reported for crosses with RQL36, with green leaf dry mass at maturity and final panicle yield greater (P < 0.05) in the stay-green and intermediate hybrids compared with the senescent hybrid. Stem dry mass declined in the first half of the grain-filling period in the senescent hybrid, but remained consistently high in the stay-green and intermediate hybrids throughout the grain-filling period.

Example 2 (KS19 Source of Stay-Green)
During the first half of the grain-filling period, green leaf dry mass remained relatively constant in AQL41/R69264 (senescent) and AQL41/RQL36 (intermediate), but increased in AQL41/RQL12 (stay-green) so that by mid grain filling, green leaf dry mass in the stay-green hybrid (263 g m-2) was greater (P < 0.05) than in the senescent hybrid (198 g m-2) (Fig. 3a) . During late grain filling, green leaf dry mass declined faster in the senescent and intermediate hybrids compared with the stay-green hybrid, resulting in greater (P < 0.05) green leaf dry mass at maturity in the stay-green hybrid (167 g m-2) than in the senescent and intermediate hybrids ({approx}56 g m-2). Conversely, dead leaf dry mass at maturity was greater (P < 0.01) in the senescent and intermediate hybrids ({approx}170 g m-2) than in the stay-green hybrid (89 g m-2) (Fig. 3b).



View larger version (31K):
[in this window]
[in a new window]
 
Fig. 3 The effects of the RQL12 source of stay-green on biomass partitioning among various plant components in crosses with AQL41: (a) green leaf, (b) dead leaf, (c) stem, and (d) panicle. Vertical bars denote

 
Throughout the grain filling period, stem dry mass remained relatively constant and high in the stay-green hybrid ({approx}400 g m-2) and relatively constant and low in the senescent hybrid ({approx}320 g m-2) (Fig. 3c). The intermediate hybrid (AQL41/RQL36) is the same as that used in the first example and, as explained above, its stem dry mass declined during the second half of the grain-filling period. Green leaf dry mass at maturity was correlated with final panicle dry mass, resulting in greater grain yield in the stay-green (1027 g m-2) than intermediate (756 g m-2) hybrid (Fig. 3d).

There were no differences at maturity in green leaf dry mass and panicle yield among the same three males (R69264, RQL36, and RQL12) when crossed with AQL39 (senescent female, data not shown). However, when crossed with A35 (stay-green), green leaf dry mass and panicle dry mass at maturity were highly correlated in these males. Genotypic differences in biomass partitioning were similar to those reported for crosses with AQL41, with green leaf dry mass at maturity and final panicle yield greater (P < 0.05) in the stay-green and intermediate hybrids compared with the senescent hybrid. Stem dry mass declined throughout the grain-filling period in the senescent hybrid, remained consistently high in the intermediate hybrid, and increased throughout the grain filling period in the stay-green hybrid, such that final stem dry masses in the stay-green and intermediate hybrids were greater (P < 0.05) than in the senescent hybrid (data not shown).

In both examples, most (>80%) of the increase in panicle growth during the second half of the grain-filling period in the intermediate hybrid could be accounted for by reserves mobilized from the stem, assuming 100% conversion efficiency. However, since stem mass remained relatively constant during the grain-filling period in the stay-green and senescent hybrids, it is likely that panicle growth was largely dependent on photo assimilation rather than stem reserves in these hybrids. When crossed with RQL36, greater grain yield in the stay-green (A35/RQL36) than senescent (AQL39/RQL36) hybrid (933 vs. 669 g m-2) was probably associated with maintenance of photosynthetic capability in the stay-green hybrid, evidenced by more GLAM in the stay-green (17459 cm2 m-2) than senescent (9575 cm2 m-2) hybrid. Similarly, when crossed with AQL41, the greater grain yield in the stay-green hybrid (AQL41/RQL12) was associated with the retention of more green leaves during the latter half of grain filling. Overall, rates of crop growth during the latter half of the grain-filling period in the stay-green hybrids (9.4 g m-2 d-1) were twice that of the senescent hybrids (4.6 g m-2 d-1) under TD, providing evidence of continued photosynthetic activity in stay-green types.

More direct evidence of extended photosynthetic capability in stay-green compared with senescent sorghums is provided by De Villiers et al. (1993). Western analysis of proteins extracted from leaves found a high degree of stability of chloroplast-associated proteins in two stay-green genotypes (Q101 and ICSV 745) compared with a senescent genotype (R16). Q101, like RQL12, is a QDPI line derived from KS19, which in turn was derived from the cross between Combine Kafir 60 and Short Kaura, the latter being from Nigeria. Delayed degradation of these proteins is correlated with the delayed onset of senescence in the stay-green genotypes. Indeed in Q101, the chloroplast proteins LHCP2, OEC33, and Rubisco were retained until late in senescence, indicating that photosynthesis may be maintained for longer during senescence in this genotype.

Many earlier studies have reported an association between stay-green and lodging resistance (Henzell et al., 1984; Rosenow, 1984; Woodfin et al., 1988). The positive correlation reported in our study between rate of leaf senescence and magnitude of stem reserves mobilized under TD (Table 1) suggests that stay-green hybrids are less reliant on nonstructural stem carbohydrate to fill their grain than are senescent hybrids, thereby enhancing stem strength and possibly reducing lodging.


View this table:
[in this window]
[in a new window]
 
Table 1 Correlation matrices for a range of yield determinants grown under three levels of water supply in Exp. 1 (n = 9).{ddagger}

 
It has also been observed that stay-green genotypes produce significantly higher levels of sucrose, glucose, fructose, and starch within the plant, particularly in the stem, compared with senescent genotypes (McBee and Miller, 1982; McBee et al., 1983; McBee, 1984). This factor has been associated with increased yields in the stay-green genotypes, but the reason for this has not been clear (McBee et al., 1983). The current study does provide an explanation. Retention of the uppermost green leaves in stay-green hybrids during the latter half of the grain-filling period enables these types to continue assimilating C and complete grain filling, as evidenced by the positive correlation between GLAM and grain yield (Table 1). Various workers (Stickler and Pauli, 1961; Goldsworthy, 1970; Fischer and Wilson, 1971) have shown the upper leaves contribute significantly to grain yield. In fact, Fischer and Wilson (1971) reported that assimilation by the panicle and upper four leaves accounted for 93% of grain yield. In our study, it is likely that stem masses remained high in stay-green hybrids because sink demand was largely met by current photo-assimilation, thereby minimizing the demand for nonstructural carbohydrate from the stem.

Is the under-utilization of stem and leaf reserves by stay-green hybrids a cost associated with this trait? As senescence is a mobilization function and a high harvest index is desirable in seed crops, domestication and varietal improvement have selected for efficient recovery of nutrients from expendable, short-lifespan foliage (Thomas, 1992). Increased yield in stay-green hybrids is dependent on the supply of photo assimilate from green leaves exceeding the supply of preanthesis stem and leaf reserves in senescent and intermediate hybrids. In the current studies, grain yield in stay-green hybrids was greater than that in senescent hybrids by up to 25% in Exp. 1 and 50% in Exp. 2, suggesting that there was no cost associated with nonsenescence.

Partitioning of Growth to Yield
Grain Yield
Genotype and water regime interacted significantly (P < 0.055) for yield (Table 2) . Grain yield declined with increasing water deficit in the five senescent hybrids (AQL39/R69264, AQL41/R69264, A35/R69264, AQL39/RQL36, AQL41/RQL36) but was maintained under increasing water deficit in the four stay-green hybrids (A35/RQL36, AQL39/RQL12, AQL41/RQL12, A35/RQL12). For example, in AQL39/RQL36 (senescent), yield declined from 991 g m-2 under ND to 669 g m-2 under TD. In contrast, AQL41/RQL12 (stay-green) maintained yield at {approx}1000 g m-2 across all water regimes. Hence, grain yield under the fully irrigated control was not correlated with yield under terminal water deficit.


View this table:
[in this window]
[in a new window]
 
Table 2 Grain yield in nine sorghum hybrids grown under three levels of water supply in Exp. 1

 
No variation in grain yield was observed among eight of nine hybrids under ND (the exception being AQL41/RQL36, which was greater than AQL39/R69264, AQL39/RQL36, AQL39/RQL12, AQL41/RQL12, and A35/RQL12), suggesting that in well-watered conditions there was no yield cost associated with the stay-green trait.

Grain yield under ND was highly correlated with AGDM , but not with harvest index, indicating that production of biomass per se was more important in yield attainment than partitioning of biomass to yield (Table 1). It is not surprising then, that grain yield under ND was also highly correlated with rate of crop growth and stem length (data not shown). Of the components of yield, grain number per square meter was correlated with grain yield , but grain size was not (Table 1). Furthermore, grain yield was not correlated with any of the components of GLAM (total plant leaf area, onset and rate of leaf senescence; data not shown). Total plant leaf area was, however, negatively correlated with onset of leaf senescence, indicating that leaves began to die earlier in those hybrids with a greater initial benchmark of green leaf area around anthesis.

Grain yield was not significantly less under PFD (1007 g m-2) compared with ND (1030 g m-2). Since PFD plots were irrigated until just prior to anthesis, water did not limit growth until late in the grain filling period. Relative rate of leaf senescence was greater under PFD compared with ND (1.13 vs. 0.32 percentage loss leaf area index d-1), resulting in less than half the GLAM under PFD (17600 cm2 m-2) compared with ND (39200 cm2 m-2). Relative rate of leaf senescence was not correlated with yield, AGDM or harvest index (Table 1) because the onset of rapid senescence occurred too late in the grain-filling period to greatly affect yield (Fig. 4) . Rate of leaf senescence, however, when calculated from the slope of the broken-stick function, was positively correlated with grain yield. In this case, it is possible that grain yield determined the rate of senescence, and not vice versa, since high yield potential had already been set before rapid senescence commenced (Fig. 4), and leaves senesced in response to sink demand.



View larger version (22K):
[in this window]
[in a new window]
 
Fig. 4 The relationship between onset of leaf senescence and grain yield for sorghum hybrids grown under postflowering water deficit and terminal water deficit

 
Yields were still relatively high within the TD treatment, primarily due to infiltration of {approx}80 mm of water under the plastic during a large rainfall event near anthesis. Despite this water entry, plants grown under TD encountered severe water stress during the second half of the grain-filling period, resulting in yields ranging from 669 g m-2 (AQL39/RQL36, senescent) to 1027 g m-2 (AQL41/RQL12, stay-green). That hybrids grown under PFD and TD displayed similar leaf senescence patterns (Borrell et al., 2000) despite PFD hybrids yielding more than TD hybrids (Table 2) appears anomalous. A closer examination of the senesced plant leaf area functions for PFD and TD (Borrell et al., 2000) reveals that onset of senescence was delayed (P < 0.1) and rate of senescence was greater (P < 0.001) in hybrids grown under PFD compared with TD. Of these components of senescence, onset was more important than rate in explaining yield variation across these treatments. A combined analysis of PFD and TD data found that grain yield was correlated with onset of leaf senescence ( , Fig. 4), but not with rate. This relationship shows that grain yield increased by {approx}0.35 Mg ha-1 for every day (or 3.1 g m-2 °C d-1) that onset of senescence was delayed beyond 76 DAE (866 °C d). The extent to which delayed onset of leaf senescence affects grain yield will depend on the timing and severity of drought. Hence in Exp. 1, the greater yield in PFD than TD hybrids (1007 vs. 849 g m-2) is explained largely by the delayed onset of senescence in PFD compared with TD hybrids (943 vs. 914 °C d). Within TD, grain yield was correlated with onset of leaf senescence , but not with rate . Yield was negatively correlated with relative rate of leaf senescence , equating to a yield decline of {approx}30 g m-2 for each 0.1% increase in the relative rate of leaf senescence per day . In this case, it is possible that rate of leaf senescence determined grain yield, and not vice versa, since onset of senescence commenced early enough for rate of senescence to affect yield.

The correlation between yield and onset of leaf senescence across the two water-limiting regimes (Fig. 4) has implications for plant breeders who visually rate stay-green at maturity only. For example, a subset of hybrids may receive the same stay-green rating at maturity, yet large variation in yield may also be observed within this subset due to differences in the onset of leaf senescence among hybrids. Therefore some means of rapidly assessing the onset of leaf senescence may be useful in screening hybrids for stay-green. Ultimately, selection for the stay-green phenotype based on molecular markers associated with delayed onset of leaf senescence should be worthwhile.

Although differential expression of stay-green is generally observed in sorghum crops yielding <4 Mg ha-1 under postanthesis drought, this trait can still confer a significant advantage at higher yield levels. The critical issue is the timing and severity of drought in relation to crop growth and water supply, rather than yield potential per se. Yield under TD was greater (P < 0.05) in A35 hybrids (904 g m-2) and AQL41 hybrids (893 g m-2) than in AQL39 hybrids (750 g m-2) (Table 3) . Yield was also greater (P < 0.05) in RQL12 hybrids (930 g m-2) than in R69264 hybrids (831 g m-2) and RQL36 hybrids (786 g m-2) under TD conditions.


View this table:
[in this window]
[in a new window]
 
Table 3 Average grain yield of hybrids formed with three female and three male parents varying in rate of senescence grown under terminal water deficit (Exp. 1) and rainfed conditions (Exp. 2)

 
In the complementary rainfed study (Exp. 2), grain yields were much lower (3–6 Mg ha-1, Tables 3 and 4) , but yield trends among genotypes were similar for plants grown under TD in Exp. 1. Plots were irrigated prior to sowing in Exp. 1, yet Exp. 2 was not irrigated and grain yield relied largely on in-crop rainfall. Furthermore, the heavy rainfall in February coincided with anthesis in Exp. 1 and with mid grain filling in Exp. 2, thereby substantially enhancing grain growth in Exp. 1, yet having less impact on yield in Exp. 2. Grain yield ranged (P < 0.01) from 303 g m-2 (AQL39/R69264, highly senescent) to 661 g m-2 (A35/RQL12, highly stay-green). Yield of A35 hybrids (626 g m-2) was greater than for AQL39 hybrids (339 g m-2) and AQL41 hybrids (549 g m-2). No differences in grain yield were observed among the male parents (Table 3).


View this table:
[in this window]
[in a new window]
 
Table 4 Grain yield of nine sorghum hybrids grown under rainfed conditions (Exp. 2)

 
Thomas and Smart (1993) suggested that plants exhibiting Type A stay-green (delayed onset of senescence) and Type B stay-green (reduced rate of senescence) might be expected to show a higher yield in crops for which carbohydrate is a major component of the harvest, since these stay-green types continue to photosynthesise for longer than normal. Borrell et al. (2000) found the KS19 source of stay-green displays both Types A and B, although the B35 source of stay-green displays only Type B behavior; that is, the onset of leaf senescence is delayed compared with the normal type although the rate of leaf senescence is not different. Our study supports the above hypothesis of Thomas and Smart (1993), since grain yield variation among hybrids under TD was correlated with green leaf area at maturity and relative rate of leaf senescence (Table 1). These outcomes agree with earlier work by Henzell et al. (1992) which found a significant negative correlation between visual leaf senescence ratings and yield in 76 grain sorghum hybrids grown under water-limited conditions in central Queensland.

Harvest Index
There was no genotype x water regime interaction for harvest index. Harvest index was greater (P < 0.05) for plants grown under PFD (0.54) and TD (0.53) compared with those grown under ND (0.51). Genotypic variation in harvest index was highly significant (P < 0.01), ranging from 0.50 (AQL39/RQL36 and A35/RQL36) to 0.55 (AQL41/R69264).

Under TD, the relative rate of leaf senescence was correlated with AGDM , but not with harvest index (Table 1), suggesting the association between high grain sink/source ratio and senescence under water-limited conditions reported by Henzell and Gillieron (1973), Duncan et al. (1981), Rosenow et al. (1983), and Tangpremsri (1989) can be broken. Indeed, AQL41/RQL12 attained a high grain yield under terminal deficit by combining a low rate of leaf senescence with a high harvest index. This outcome is encouraging, and allays concerns expressed by some plant breeders that selection for stay-green may result in developing hybrids with small panicles. The observation that in dioecious plants such as Spinacia and Cannabis, the leaves of the two sexes senesce simultaneously during the reproductive phase despite the difference in sink load between seedless males and fruit-bearing females, provides further evidence that retention of leaf greenness is not solely dependent on sink demand (Thomas, 1992).

Contribution of Stem Reserves to Grain Yield
The contribution of stem reserves (defined as the difference in stem dry mass between anthesis and maturity harvests) to grain yield was affected by water regime and hybrid. There are a number of weaknesses inherent to the method of determining C reserves by dry weight analysis (Borrell et al., 1989). First, no allowance is made for any decline in stem mass due to respiration; second, there is no estimate of the allocation of the dry matter transfer to any other organs; third, maximum stem mass may be attained after anthesis; and fourth, it is possible to vary the apparent contribution of stem reserves to grain by varying grain yield. Nonetheless, dry matter analysis of the stem and grain does provide an estimate of the contribution of stem reserves to grain yield.

Between anthesis and maturity, stem dry mass increased (P < 0.05) by an average of 36 g m-2 across all hybrids under fully irrigated conditions, and therefore stem reserves did not contribute to yield under ND. Under PFD, biomass accumulation in the stem during the grain-filling period varied among hybrids, increasing in four and decreasing in five hybrids. For the latter hybrids, the estimated contribution of stem reserves to grain yield ranged from 7 g m-2 (A35/RQL12) to 22 g m-2 (A35/R69264). Under PFD, relative rate of leaf senescence (percentage loss leaf area index d-1, Borrell et al., 2000) was not correlated with the magnitude of stem reserves mobilized (Table 1).

However, under TD all hybrids except A35/RQL12 mobilized some stem reserves during grain filling. In absolute terms, the estimated contribution of stem reserves to grain yield under TD was small, varying from zero in A35/RQL12 to about 100 g m-2 (15% of grain yield) in AQL39/R69264 and AQL41/RQL36. Under TD, relative rate of leaf senescence was positively correlated with the magnitude of stem reserves mobilized (Fig. 5) , indicating that stay-green hybrids (filled symbols) do not deplete stem reserves to fill grain to the same extent as senescent hybrids (open symbols), and suggests that they may be more resistant to lodging.



View larger version (22K):
[in this window]
[in a new window]
 
Fig. 5 The relationship between relative rate of leaf senescence and stem reserves mobilized for nine sorghum hybrids grown under terminal water deficit

 
Components of Yield
There was no significant genotype x water regime interaction for grain number per square meter. Grain numbers were lower (P < 0.01) under TD (30720) compared with ND and PFD (37640), and ranged among genotypes from 31330 (AQL39/R69264) to 38820 (A35/RQL36) (Table 5) . Genotype and water regime interacted (P < 0.1) for panicle number per square meter (data not shown). For example, the number of panicles declined from 21 m-2 (ND) to 14 m-2 (TD) in AQL39/RQL36 (senescent), yet remained at {approx}19 m-2 across all water regimes in A35/RQL36 (stay-green), suggesting that tiller survival may be enhanced by stay-green in some genetic backgrounds. No genotype x water regime interaction was observed for grain number per panicle, with a value of {approx}2000 across all water regimes (data not shown). However, genotypes varied (P < 0.01) in this parameter, ranging from 1660 (AQL39/R69264) to 2246 (A35/RQL12).


View this table:
[in this window]
[in a new window]
 
Table 5 Grain yield, grain number per square meter, mass per grain, and duration and rate of grain growth for nine sorghum hybrids averaged across three water regimes in Exp. 1

 
No significant genotype x water regime interaction was observed for grain size. Averaged across hybrids, grain size was unaffected by water regime, maintaining a value of {approx}27 mg across all treatments. Averaged across water regimes, genotypic variation was significant (P < 0.01), ranging from 24.4 mg (AQL39/RQL36) to 30.0 mg (A35/R69264) (Table 5). Overall, grain yield was correlated (P < 0.01) with grain number per square meter in all water regimes, but was not correlated with grain size in any water regime (Table 1). Furthermore, grain growth rates were simply a function of grain numbers, since grain growth rate was correlated with grain number per square meter in and , but was not correlated with grain size in any water regime.

Duration and Rate of Grain Growth
Genotype and water regime did not significantly interact for duration of grain growth (anthesis to physiological maturity). The length of the grain-filling period was {approx}56 d for all water regimes. However, considerable genotypic variation was observed (P < 0.01), ranging from 54 d (AQL39/RQL36 and AQL39/RQL12) to 60 d (A35/R69264) (Table 5). Short grain-filling periods in AQL39/RQL36 and AQL39/RQL12 were primarily associated with late flowering and early maturity, respectively (Borrell et al., 2000).

There was no significant genotype x water regime interaction for rate of grain growth. Average rate of grain growth was higher (P < 0.01) under ND (18.1 g m-2 d-1) compared with TD (15.4 g m-2 d-1). Genotypic variation was also observed, ranging (P < 0.05) from 15.0 g m-2 d-1 (AQL39/RQL36) to 18.6 g m-2 d-1 (A35/RQL36) (Table 5).

Since the stay-green trait extends green leaf area duration in the latter half of grain filling, it might be expected that the length of the grain-filling period be increased accordingly, but the duration of grain filling was not correlated with relative rate of leaf senescence under TD. Rather, relative rate of leaf senescence was correlated with grain growth rate and, in turn, grain growth rate was correlated with grain yield ( , Fig. 6) . Therefore rate, and not duration of grain growth, was the more important factor in yield determination under TD.



View larger version (19K):
[in this window]
[in a new window]
 
Fig. 6 The relationships between (a) relative rate of leaf senescence and grain growth rate and (b) grain growth rate and grain yield for nine sorghum hybrids grown under terminal water deficit

 

    Conclusions
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 
Postanthesis biomass production was 44% higher for hybrids grown under fully irrigated conditions compared with terminal water deficit (1089 vs. 756 g m-2). Under terminal water deficit, grain yield was correlated positively with GLAM and negatively with rate of leaf senescence. Importantly, harvest index was not correlated with rate of leaf senescence, allaying concerns expressed by some plant breeders that selection for stay-green may result in developing hybrids with small panicles. Grain yield also increased by {approx}0.35 Mg ha-1 for every day that onset of leaf senescence was delayed beyond 76 DAE under water-limited conditions. Stay-green hybrids produced 47% more biomass between anthesis and maturity than their senescent counterparts (920 vs. 624 g m-2) under water-limited conditions, suggesting that sorghum hybrids possessing the stay-green trait have a significant yield advantage under postanthesis drought.

No variation in grain yield was observed among eight of nine hybrids in the fully irrigated control, suggesting that there was no yield cost associated with the stay-green trait under well-watered conditions. Grain yields under ND and TD were not significantly correlated. This study also provides evidence that stay-green may contribute to lodging resistance. A positive correlation was observed between rate of leaf senescence and magnitude of stem reserves mobilized, suggesting that stay-green hybrids are less reliant on nonstructural stem carbohydrate to fill their grain than are senescent hybrids. This may result in stronger stems and less lodging.

Overall, stay-green hybrids yielded more than senescent hybrids under postanthesis drought, yet there was no yield cost associated with this trait under well-watered conditions. Therefore, growing stay-green hybrids should benefit sorghum producers in drier years through increased yield and lodging resistance, without imposing a yield cost in wetter years.1988; Katsanos Pappelis 1965; Moncur 24; Passioura 1986; Rosenow Johnson Frederiksen Miller 1977


    ACKNOWLEDGMENTS
 
Andrew Douglas is thanked for his technical assistance during this study, and Kerry Bell and David Butler for their assistance in statistical analysis. The contribution to this research by farm staff at Hermitage Research Station is gratefully acknowledged. This work was funded by the Farming Systems Institute of the Queensland Department of Primary Industries and the Grains Research and Development Corporation.

Received for publication May 24, 1999.


    REFERENCES
 TOP
 ABSTRACT
 INTRODUCTION
 Materials and methods
 Results and discussion
 Conclusions
 REFERENCES
 




This article has been cited by other articles:


Home page
J Exp BotHome page
B. Hirel, J. Le Gouis, B. Ney, and A. Gallais
The challenge of improving nitrogen use efficiency in crop plants: towards a more central role for genetic variability and quantitative genetics within integrated approaches
J. Exp. Bot., July 1, 2007; 58(9): 2369 - 2387.
[Abstract] [Full Text] [PDF]


Home page
Crop Sci.Home page
N. K. Blake, S. P. Lanning, J. M. Martin, J. D. Sherman, and L. E. Talbert
Relationship of Flag Leaf Characteristics to Economically Important Traits in Two Spring Wheat Crosses
Crop Sci., March 1, 2007; 47(2): 491 - 494.
[Abstract] [Full Text] [PDF]


Home page
J Exp BotHome page
K. Harris, P. Subudhi, A. Borrell, D. Jordan, D. Rosenow, H. Nguyen, P. Klein, R. Klein, and J. Mullet
Sorghum stay-green QTL individually reduce post-flowering drought-induced leaf senescence
J. Exp. Bot., January 1, 2007; 58(2): 327 - 338.
[Abstract] [Full Text] [PDF]


Home page
J Exp BotHome page
V. M. C. Luquez, Y. Sasal, M. Medrano, M. I. Martin, M. Mujica, and J. J. Guiamet
Quantitative trait loci analysis of leaf and plant longevity in Arabidopsis thaliana
J. Exp. Bot., March 1, 2006; 57(6): 1363 - 1372.
[Abstract] [Full Text] [PDF]


Home page
Crop Sci.Home page
K. D. Subedi and B. L. Ma
Nitrogen Uptake and Partitioning in Stay-Green and Leafy Maize Hybrids
Crop Sci., February 23, 2005; 45(2): 740 - 747.
[Abstract] [Full Text] [PDF]


Home page
Agron. J.Home page
S. Chapman, M. Cooper, D. Podlich, and G. Hammer
Evaluating Plant Breeding Strategies by Simulating Gene Action and Dryland Environment Effects
Agron. J., January 1, 2003; 95(1): 99 - 113.
[Abstract] [Full Text] [PDF]


Home page
J Exp BotHome page
V. M. Luquez and J. J. Guiamet
The stay green mutations d1 and d2 increase water stress susceptibility in soybeans
J. Exp. Bot., June 1, 2002; 53(373): 1421 - 1428.
[Abstract] [Full Text] [PDF]


Home page
Crop Sci.Home page
V. Mahalakshmi and F. R. Bidinger
Evaluation of Stay-Green Sorghum Germplasm Lines at ICRISAT
Crop Sci., May 1, 2002; 42(3): 965 - 974.
[Abstract] [Full Text] [PDF]


Home page
Crop Sci.Home page
R. A. Richards, G. J. Rebetzke, A. G. Condon, and A. F. van Herwaarden
Breeding Opportunities for Increasing the Efficiency of Water Use and Crop Yield in Temperate Cereals
Crop Sci., January 1, 2002; 42(1): 111 - 121.
[Abstract] [Full Text] [PDF]


Home page
Plant Physiol.Home page
E. Pic, B. T. de la Serve, F. Tardieu, and O. Turc
Leaf Senescence Induced by Mild Water Deficit Follows the Same Sequence of Macroscopic, Biochemical, and Molecular Events as Monocarpic Senescence in Pea
Plant Physiology, January 1, 2002; 128(1): 236 - 246.
[Abstract] [Full Text] [PDF]


Home page