JXB Advance Access originally published online on September 10, 2004
Journal of Experimental Botany 2004 55(407):2413-2425; doi:10.1093/jxb/erh154
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
RESEARCH PAPER |
Agronomic options for improving rainfall-use efficiency of crops in dryland farming systems
CSIRO Plant Industry, Private Bag No. 5, Wembley, WA 6913 and Centre for Legumes in Mediterranean Agriculture, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
* To whom correspondence should be addressed. Fax: +61 8 9387 8991. E-mail: neil.turner{at}csiro.au
Received 18 December 2003; Accepted 27 February 2004
 |
Abstract |
|---|
Top
Abstract
IntroductionYields of dryland (rainfed) wheat in Australia have increased steadily over the past century despite rainfall being unchanged, indicating that the rainfall-use efficiency has increased. Analyses suggest that at least half of the increase in rainfall-use efficiency can be attributed to improved agronomic management. Various methods of analysing the factors influencing dryland yields and rainfall-use efficiency, such as simple rules and more complex models, are presented and the agronomic factors influencing water use, water-use efficiency, and harvest index of crops are discussed. The adoption of agronomic procedures such as minimum tillage, appropriate fertilizer use, improved weed/disease/insect control, timely planting, and a range of rotation options, in conjunction with new cultivars, has the potential to increase the yields and rainfall-use efficiency of dryland crops. It is concluded that most of the agronomic options for improving rainfall-use efficiency in rainfed agricultural systems decrease water losses by soil evaporation, runoff, throughflow, deep drainage, and competing weeds, thereby making more water available for increased water use by the crop.
Key words: Crop management, fertilizer use, harvest index, modelling, rotations, tillage, transpiration efficiency, water use, water-use efficiency
|
Introduction |
|---|
While the Green Revolution resulted in the development of new cultivars of wheat and rice suited to high inputs of fertilizer and water, many regions of the world still rely on dryland (rainfed) farming for food production. The advent of increasing water scarcity in this century (Seckler et al., 1999
; Turner, 2001), particularly for agriculture, and the already scarce availability of new land for agriculture will see less irrigated land available for crop production than in the past. While supplemental irrigation can benefit yields and water-use efficiency in water-limited environments (Oweis et al., 2000; Turner, 2004), the potential for even limited supplemental irrigation is decreasing, with competition for water for urban and industrial uses and in order to maintain environmental flows. Thus, agriculture will become increasingly dependent on rainfall as its sole source of water, and maximizing the efficiency of its use to produce a crop will be paramount. What, then, are the possibilities of increasing crop production in dryland farming systems without further inputs of water; that is, what are the possibilities of increasing the rainfall-use efficiency of dryland crops?
An analysis of the yield trends of wheat production in Australia showed that yields have increased by an average of 12–13 kg ha–1 year–1 over the past six decades (Turner, 2001), despite rainfall not changing and irrigated wheat contributing only a very small proportion to total production. A more recent analysis of wheat-yield trends in Australia and the various states of Australia has shown (Fig. 1) that since the early 1980s there has been a more rapid increase in yield of over 30 kg ha–1 year–1 (Stephens, 2002). In Western Australia, where wheat is not irrigated and rainfall has probably declined over the last 25 years (Indian Ocean Climate Initiative, 2002), the increases shown in Fig. 1 arise solely from increases in rainfall-use efficiency. In Syria the increases since the early 1980s of 60 kg ha–1 year–1 have been even more dramatic (Turner, 2004), but such increases are not inevitable as increases in wheat yields in Morocco over the same period have been very modest (Turner, 2004).
|
A comparison of the genetic improvement in yields arising from the release of new cultivars in Western Australia (Perry and D'Antuono, 1989
) and England (Austin et al., 1980, 1989) suggested that about half of the increase over the past 12 decades, up to the early 1980s, was from the introduction of new cultivars and half from improved management (Turner, 1997). Stephens (2002) suggested that two-thirds of the rapid increase in wheat yields in Australia since the early 1980s has been due to improvements in management and one-third to improved genotypes. Indeed, Turner (2004) has suggested that, as in the case of the Green Revolution, it has been the combination of improved agronomy coupled with suitable genotypes that has led to the increased yield trend and increased rainfall-use efficiency in Australia's wheat production since the early 1980s. While Miflin (2000) and Araus et al. (2003) argue that genetic improvements are likely to bring the greatest increases in yield, and hence rainfall-use efficiency, in water-limited environments in the twenty-first century, the role of management in increasing yield in the past and in the future should not be overlooked. Thus, this review will focus on the agronomic factors that have the potential to increase yields and rainfall-use efficiency in dryland farming systems that rely entirely on rainfall as their source of water. The role of genotypic improvements in yield can be found elsewhere (Turner, 1997, 2003; Richards et al., 2002; Araus et al., 2003). |
Dryland farming environments |
|---|
Before considering agronomic options for the improvement of yield and rainfall-use efficiency in dryland farming systems, it is necessary to know the environmental conditions under which the dryland crops are grown and the likely incidence(s) of water shortage. In Mediterranean dryland farming systems, annual crops are generally sown in the autumn when rainfall commences, grow during the cool wet winters, and set seed in spring and early summer as temperatures and vapour-pressure deficits rise and rainfall decreases (Fig. 2). High temperatures and lack of rainfall preclude any significant summer cropping without irrigation in Mediterranean-type climates. Although the winters are wet and rainfall usually exceeds evaporation (Fig. 2), cool temperatures and low incoming radiation because of cloud cover often limit growth in these months. In more continental, Mediterranean-type environments, frost is also common. One of the features of Mediterranean-type climates is that rainfall is more reliable than in other semi-arid environments (Turner, 2004
). For example, the standard deviation for annual rainfall in the Mediterranean-climatic region of south-western Australia is 23–25% compared with standard deviations of 30–33% in the area of northern New South Wales that has a similar annual rainfall, but predominantly summer rainfall (Asseng et al., 2003). Nevertheless, even in Mediterranean cropping regions the growing-season rainfall can vary markedly from year to year. For example, at a site with an average annual rainfall of 460 mm, year-to-year rainfall varied from 200 to 800 mm (Asseng et al., 2001a). This leads to the large variation from year to year in the wheat yields observed in Fig. 1.
|
In subtropical environments, dryland crops can be grown in the warm summer (rainy) season, and also in the cooler dry (post-rainy) season if the water-holding capacity of the soil is sufficient to enable the crop to mature. The high temperatures in the rainy season ensure rapid crop development, but erratic rainfall can lead to water shortage, particularly on shallow or coarse-textured soils. These periods of water shortage can occur at any time during crop growth. Using long-term weather data (temperature and rainfall), soil water-holding characteristics, and a crop-water stress index (or relative transpiration) it is possible to estimate crop-water use and by cluster analysis to classify similar types of water-deficit scenarios that are likely to occur at a particular location. For example, Wright (1997)
did this for one location in Queensland, Australia, and from 85 years of weather data concluded that five different water-shortage scenarios were possible for peanut (groundnut) production in this environment: two with terminal water shortage and three with water shortages at different times during crop growth (Fig. 3).
|
In temperate regions, dryland farming is less likely to be constrained by water shortage than by other factors such as low radiation, cold temperatures, or frost. In parts of North America, Eastern Europe, and northern Asia, crop production is restricted to the warmer summer months and the season is constrained by cold soil temperatures in spring and frost in autumn. Where the winters are less severe, crops can be sown during the autumn and are well established when the soil and air temperatures rise in spring, ensuring rapid and earlier growth in the spring compared to a spring-sown crop.
|
A framework for yield improvement in water-limited environments |
|---|
Passioura (1977)
suggested a framework for the consideration of factors affecting yield in water-limited environments:
 |
 |
An alternative framework that has been widely adopted by advisers and producers in southern Australia is that proposed by French and Schultz (1984a, b). From a series of yield and water-use measurements made at a total of 61 sites over a period of 11 years, French and Schultz (1984a) suggested that, in the Mediterranean-type environment of South Australia, the potential grain yield of wheat increased by 20 kg ha–1 mm–1 of water use (transpiration) above a minimum value of 110 mm, which was assumed to be the amount of water lost by soil evaporation (Fig. 4a). A potential transpiration efficiency of 20 kg ha–1 mm–1 has been observed to apply in a number of field and glasshouse studies in Australia (Passioura, 1976; Gregory et al., 1992; Zhang et al., 2004). Since water use is strongly correlated with growing-season (April–October in the southern hemisphere) rainfall in this water-limited, winter-rainfall environment, French and Schultz (1984b) used growing-season rainfall to compare the performance of wheat crops in farmers' fields to the potential yield set by rainfall and showed that rarely did actual yields reach potential yields (Fig. 4b). The yield potential of 20 kg ha–1 mm–1 of growing-season rainfall (i.e. the rainfall-use efficiency) has provided a useful yardstick for farmers to compare the on-farm performance of their wheat crops. Similar potential-yield yardsticks have been developed for annual pastures (Bolger and Turner, 1999), canola (Hocking et al., 1997), and four cool-season grain legumes (Siddique et al., 2001).
|
However, the methodology of French and Schultz (1984b)
should be used with caution as it assumes that all the growing-season rainfall, except for losses by soil evaporation, which vary with soil type (French and Schultz, 1984a), is used by the crop. This is not always the case as losses by deep drainage, runoff, and throughflow can occur at wetter locations and in wetter years (Bolger and Turner, 1999; Eastham and Gregory, 2000), particularly in coarse-textured soils (Asseng et al., 1998a). Moreover, the methodology assumes that pre-sowing rainfall, that is, rainfall before April in the southern hemisphere, does not contribute to yield. Thus the yardstick provided by French and Schultz (1984b) is primarily for environments where the crops rely on current rainfall and where the growing-season rainfall is less than 500 mm.
An alternative methodology for estimating potential yields and rainfall-use efficiency in water-limited environments is simulation modelling. Asseng et al. (1998b) have developed a simulation model, APSIM-wheat, which has been widely validated (Asseng et al., 1998b, 2001b), and predicts potential yields and water use for wheat in a range of environments and soil types, taking into account the weather (rainfall, radiation, and temperature), water and nitrogen movements in the soil, and restrictions arising from waterlogging in the rooting zone. A comparison of the yields predicted by the APSIM-wheat model and by French and Schultz (1984b) showed that the latter's yield potential was useful for the environment in which it was developed, but that factors such as soil type and rainfall distribution during the growing season play major roles in determining the yield potential and rainfall-use efficiency of wheat in any one year (Fig. 5). In particular, deep drainage and soil evaporation varied markedly depending on rainfall distribution and soil type (Asseng et al., 2001b). For example, using 80 years of weather data, Asseng et al. (2001b) showed that water in the soil at sowing and rainfall distribution through the growing season had major influences on predicted potential yield and rainfall-use efficiency in semi-arid Mediterranean-type environments.
|
French and Schultz (1984a)
showed that water use before anthesis determined the number of grains set in wheat and hence had a major influence on final grain yield in Mediterranean-type environments. This contrasts with studies where high water use prior to anthesis in wheat resulted in ‘haying off’ of spikelets and poor yields (van Herwaarden et al., 1998) and conclusions that water use after anthesis was an important determinant of yield. Turner (1997), using data for barley from Syria (Shepherd et al., 1987), showed that, while there was an increase in yield at sites and in seasons with greater water availability after anthesis, factors that affected early growth and water use before anthesis could vary yields at maturity by more than 2-fold (Fig. 6). The analysis by Asseng et al. (2001b) showed a similar general increase in potential yield with water use after anthesis, but the scatter was very large when predicted yields were simulated over 80 years of weather data (Asseng and Turner, 2003). Simulation modelling can be a powerful tool for predicting potential yields for a range of environments and soil types, and for analysing historical weather data to determine the risks associated with any one management option or combination of options (Asseng et al., 2001b).
|
|
Agronomic options for improving water use by the crop |
|---|
One of the major ways to increase the water use of the crop itself is by increasing the depth of rooting. In many dryland environments, crops do not use all the water available in the soil profile because of restrictions to root growth. These restrictions may be physical, chemical, or biological. Agronomic practices that reduce the physical impedance to root growth can benefit yields of dryland crops in water-limited environments. Deep ripping to about 30 cm has been shown to increase yields and hence rainfall-use efficiency on deep sandy soils (Jarvis, 1982
; Delroy and Bowden, 1986; Asseng et al., 2002; Asseng and Turner, 2003). Other physical soil constraints such as compacted subsoils can be alleviated by the application of gypsum to flocculate the soil particles, and to increase water penetration and root growth (Hamza and Anderson, 2002, 2003). Chemical constraints are not as easily remedied, but soil acidity at depth that constrains root growth can be ameliorated by liming, particularly with deep placement of lime. However, soil alkalinity that restricts the growth of lupin roots (Atwell, 1991; Tang et al., 1992), soil sodicity, and boron toxicity are more difficult to ameliorate agronomically and may need to rely on the use of different species or tolerant genotypes (Tang et al., 1993). Finally, root diseases and nematodes can constrain root growth and are most easily controlled by rotations to reduce the disease- and nematode-incidence and by cultivation techniques that minimize fungal activity (Roget et al., 1996).
It should be noted that deeper roots are not always beneficial. In environments in which the seasonal rainfall and soil characteristics are such that the depth of soil wetting is restricted, deeper rooting will be of no benefit. A simulation analysis by Asseng et al. (2002) showed that deeper roots gave the greatest benefit on sandy soils, particularly in the high-rainfall zones where nitrogen can leach below the root zone, and had smaller or even negative effects on yields for wheat growing on clay soils with limited wetting to depth (Smith and Harris, 1981). The analysis also demonstrated the role of nitrogen application in overcoming restrictions to rooting depth, particularly in sandy soils (Asseng et al., 2001b).
Rotations also provide an opportunity to increase water use by a crop. Roots of some species have the potential to penetrate deeper into the soil than others (Hamblin and Hamblin, 1985), and this may provide ‘biopores’ for a subsequent crop. It has been suggested that both narrow-leafed lupin (Lupinus angustifolius) and canola/oilseed rape (Brassica napus) develop ‘biopores’ in the soil that allow easier root penetration by the water and roots of a subsequent crop (Angus et al., 1991; Cresswell and Kirkegaard, 1995). However, results have been equivocal. Nevertheless, there is considerable evidence that lucerne (Medicago sativa) has roots that penetrate deep into the soil over 2–3 years and allow deeper water penetration and deeper root penetration by a subsequent crop (Ward et al., 2002).
However, the major impact of agronomic management on rainfall-use efficiency has not arisen from increasing total water use by the crop in evapotranspiration, but from increasing water use by the crop itself in transpiration at the expense of water loss by weeds or from the soil by soil evaporation, deep drainage, surface runoff, or lateral throughflow. This increase in water use by the crop at the expense of other losses generally results in significantly increased yields, with only a 5–10% increase in total evapotranspiration (Asseng et al., 2001c).
|
Agronomic options for decreasing losses from the soil and weeds |
|---|
Figure 2 shows that transpiration (T) by annual crops in Mediterranean-type climates is offset or delayed in relation to incoming rainfall. Earlier planting to more closely match incoming rainfall and reduce soil evaporation will increase yield and rainfall-use efficiency (French and Schultz, 1984a
; Anderson et al., 1995; Siddique et al., 1998; Asseng et al., 2001c; Riffkin et al., 2003). Eastham et al. (1999) and Eastham and Gregory (2000) showed that earlier planting of wheat and lupin crops in a Mediterranean-type environment did not affect the total evapotranspiration, but reduced soil evaporation, particularly early in the season before the leaf area of the later-sown crop reached full ground cover. In some cases, this resulted in higher yields and water-use efficiency (and rainfall-use efficiency) of the early-sown crops (Gregory and Eastham, 1996). With the use of herbicides to control weeds, farmers in some parts of southern Australia are sowing into dry soil (dry seeding) so that the seeds emerge on the opening rains of the season and thereby gain several days' more growth than would be the case if they waited to sow until after the rain. However, early planting is not always an advantage (Eastham and Gregory, 2000). If appropriate cultivars are not available, early planting increases the risk of damage by frost during flowering and there is a greater vulnerability to terminal drought due to increased biomass and water use by anthesis, thereby reducing yields (Anderson et al., 1995, 1996; Riffkin et al., 2003). Indeed, Gregory and Eastham (1996) found that early planting of wheat only gave yield benefits in 1 out of 3 years because of increased disease incidence and earlier water deficits in the early-planted, high-biomass wheat in the other 2 years. Likewise, early planting of field peas is not recommended in southern Australia as this raises the risk of increased disease incidence and lower yields (Bretag et al., 1995) from black spot (Mycosphaeralla pinodes and Ascochyta pisi), a disease for which resistance is not currently available in field peas. Indeed, in west Asia chickpea crops are generally not sown in autumn, but in late winter or early spring in order to avoid the endemic Ascochyta blight for which there is currently little disease resistance (Abbo et al., 2003), but this is at the cost of yield and rainfall-use efficiency (Keatinge and Cooper, 1983; Singh et al., 1997).
Fertilizer use can also have a very marked effect on crop yield and rainfall-use efficiency. Nitrogen nutrition and phosphorus nutrition have both been shown to increase the early growth of cereals in water-limited Mediterranean environments (French and Schultz, 1984b; Shepherd et al., 1987; Asseng et al., 2001b). Asseng et al. (2001b) showed that nitrogen fertilizer input increased the water use by the crops and reduced soil evaporation so that total evapotranspiration was little changed, thereby increasing yields and rainfall-use efficiency (Table 1). Similar effects on the balance of crop transpiration and soil evaporation were observed by Gregory et al. (1984) and Shepherd et al. (1987) with fertilizer use on barley in Syria. While fertilizer increases biomass and water use prior to anthesis, the additional ears produced by the increased fertilizer result in greater sinks for assimilates and higher yields even with lower amounts of water available in the post-anthesis period. As mentioned previously, Turner (1997) showed that while yields increased with increases in water available after anthesis, there was at least a 2-fold increase in yield at high fertilizer rates at any one level of water use, and that the increased yield occurred with little or no increase in water use; that is, the fertilizer increased rainfall-use efficiency (Fig. 6). Rotations are also important means of increasing fertility. Use of legume-rich pastures or grain legume crops provides nitrogen to a subsequent cereal or oilseed crop (Rowland et al., 1988, 1994; Fillery, 2001; Angus et al., 2001). The quantity of nitrogen supplied depends both on the proportion of legume in the pasture (Peoples and Baldock, 2001) and the amount of nitrogen removed in the seed of the legume crop (Evans et al., 2001). However, high nitrogen levels can reduce yields through ‘haying off’ due to excess water use in the pre-anthesis period, leaving insufficient water for post-anthesis grain filling (van Herwaarden et al., 1998). Fischer (1981) suggests that in dryland environments there is an optimum biomass at anthesis, depending on available water, to maximize grain yield. While this appears to be true for heavy-textured soils, on sandy soils high nitrogen levels do not induce lower yields (Halse et al., 1969; Turner, 1987; Asseng et al., 2001b).
|
High plant density increases crop-water use and reduces soil evaporation in Mediterranean-type environments, but the compensation provided by growth of tillers in cereals and branching in pulses results in a broad range of planting densities producing similar yields (Anderson and Sawkins, 1997
; Johnston et al., 2002; Seymour et al., 2002; Regan et al., 2003) and hence similar rainfall-use efficiencies. Low planting density and uneven planting can result in low yields and a greater proportion of small seeds (pinched grain) that are discarded at harvest (Turner et al., 1994), resulting in poorer rainfall-use efficiency. However, where crops are grown on stored soil moisture, low planting densities are frequently used to provide a greater source of water per plant and hence increased yields per plant and per hectare. Gregory (1989) reported studies with pearl millet in Niamey, Niger, grown at three row widths but with the same within-row density. The studies showed that at the low planting densities (wider row spacing) the crop continued to extract water longer into the dry period and had greater dry matter accumulation and root growth than the plants at the high planting density. Moreover, there was evidence that at low planting densities the year-to-year variation in yield was less where rainfall was erratic (Gregory, 1989). This contrasts with Mediterranean-type environments in which high seeding rates have been shown to incur no greater risk than low seeding rates (O'Connell et al., 2003). Thus, planting density depends on rainfall distribution, with low densities being detrimental in Mediterranean-type environments, but low densities being preferred where the crop relies on stored soil moisture, particularly in areas with little or no rainfall during the growing season and little soil evaporation from the dry soil surface. It also depends on the degree of risk that a farmer is prepared to take to gain advantage of the above-average years.
Competition for water by weeds and the impact of weed growth on yields is well recognized (French and Schultz, 1984b). Likewise root diseases, insect damage, and root nematodes all reduce yields and rainfall-use efficiency (French and Schultz, 1984b). To reduce the influence of these factors, herbicides, fungicides, insecticides, and nematocides can be used. However, in low-yield, water-limited environments, rotations and agronomic management practices in the previous crop are often utilized. For example, ‘take-all’ (Gaeumannomyces graminis) can be carried over in the residues of the previous crop, but also by grass weeds in the previous crop. Removal of these weeds in the previous crop or pasture will reduce the incidence of the disease in the cereal crop. Likewise, broad-leaved weeds can be removed in a previous cereal crop more easily than with selective herbicides in a pulse crop. Brassica crops such as canola and Indian mustard have been shown to produce isothiocyanates and other breakdown products of glucosinolates from their residues, leading to biofumigation of the soil that reduces the incidence of ‘take-all’ and other soil-borne pathogens, weeds, insects, and nematodes in the subsequent crop (Kirkegaard and Sarwar, 1999; Angus et al., 2001). Thus the better use of rotations in providing nitrogen (Rowland et al., 1988, 1994; Fillery, 2001; Angus et al., 2001) and a disease/weed break for the subsequent crop is an important agronomic management tool for influencing dryland crop yields and rainfall-use efficiency.
The use of minimum tillage or conservation tillage, whereby residues from the previous crop are left on the surface, weeds are controlled by herbicides rather than tillage, and the seed is sown with minimum disturbance of the soil surface by the use of narrow tines, has led to reduced losses of water by soil evaporation and increased yields (Unger, 1978; Stewart and Robinson, 1997; Cornish and Pratley, 1991). Further, minimum tillage systems allow earlier planting as delays resulting from using tillage to remove weeds are reduced. However, recent studies suggest that the greater retention of incoming rainfall through minimum tillage may increase water losses through deep drainage that are detrimental in a landscape in which secondary salinity can develop (Sadler and Turner, 1994), and reduce rainfall-use efficiency.
Finally, fallowing land to conserve moisture has been widely practised as a means of improving yields in water-limited environments (Stewart and Robinson, 1997) and was given credit by Donald (1965) for the increase in wheat yields in Australia in the first half of the last century. However, Stewart and Robinson (1997) have pointed out that only 12–20% of the precipitation in the fallow period is retained in the soil at seeding. O'Leary and Connor (1997a) showed that the amount of water stored in the soil and available to a subsequent crop varied with season, soil type, and management of the fallow land. At sites with about 250 mm of annual rainfall, the amount of water available at the time of sowing the subsequent crop varied from –100 to +100 mm over 4 years, with greater soil water available in the heavier clay soil, when stubble from the previous crop was retained, and when the soil was not tilled. On the clay soil, the greater the soil water in the profile at seeding the greater the water use and the higher the yield (O'Leary and Connor, 1997b). However, benefits from fallowing land were minimal on the sandy soil, whether or not the stubble was retained or the soil tilled (O'Leary and Connor, 1997a, b). Moreover, tillage during the fallow period can reduce the soil organic matter, leading to a decline in soil structure (Stewart and Robinson, 1997). Indeed crop intensification, by growing a crop instead of fallowing land, while reducing yields per crop can improve overall crop yields and markedly increase rainfall-use efficiency (Jones and Popham, 1997; Farahani et al., 1998a, b).
|
Agronomic options for improving transpiration efficiency |
|---|
Until the 1980s it was considered that there was no genetic variation within a species for differences in transpiration efficiency (Tanner and Sinclair, 1983
; Fischer, 1981), a view that was dispelled by the development of the isotopic-carbon discrimination technique to measure transpiration efficiency (Hall et al., 1994). However, it has long been recognized that species that were subsequently shown to have the C4 pathway of photosynthesis had higher transpiration efficiencies than those with the C3 pathway of photosynthesis (Briggs and Shantz, 1912; Fischer and Turner, 1978). While C4 species tend to have a higher temperature optimum and grow in the warmer periods of the year with high vapour-pressure deficits, the selection of genotypes with the ability to grow in cooler temperatures has allowed them to be grown in temperate regions, where their higher transpiration efficiency can result in higher yields than C3 species on the same amount of rainfall, Thus, choice of species can be used to improve yields with similar water use, that is, to increase the rainfall-use efficiency. For example, Jones and Popham (1997) showed that growing sorghum rather than wheat more than doubled the grain yield and increased precipitation- (snowfall as well as rainfall) use efficiency in the western plains of the United States of America.
While low levels of nitrogen in the leaf reduce photosynthesis more than transpiration, resulting in low transpiration efficiency, the major agronomic way of increasing transpiration efficiency is to maximize the growth of crops during periods of low vapour-pressure deficits (Fig. 7). Thus in Mediterranean-type climates autumn sowing rather than spring sowing has a major influence on transpiration efficiency as a greater proportion of the autumn-sown crop's life occurs during the period of low vapour-pressure deficits in winter (Fischer, 1981; Singh et al., 1997; Richards et al., 2002).
|
|
Agronomic options for improving the harvest index |
|---|
Grain yield as a proportion of the total biomass yield, that is, the harvest index, varies with water use both before and after the establishment of the floral and seed structures (Fischer, 1981
) and thus can be influenced by management decisions taken throughout the life cycle of the crop. In subtropical semi-arid environments where crops are grown on stored soil moisture, agronomic treatments such as increased fertilizer use and deep ripping that increase biomass production and water use prior to flowering can reduce the harvest index, as insufficient water is available after anthesis and the number of pods, spikelets, and seeds is reduced either through low numbers produced or pod or seed abortion. In Mediterranean-type semi-arid environments, treatments that increase early growth increase the harvest index as the head weight at anthesis is often strongly correlated with the final grain yield (Turner and Nicolas, 1998). This is particularly true on deep sandy soils, but too-vigorous early growth of crops growing on heavy clay soils can lead to a lower harvest index as the water available after anthesis is too little to fill the grains (Fischer, 1981; van Herwaarden et al., 1998; Asseng et al., 2001b, 2003). In some Mediterranean-type environments in southern Australia excess water in winter can lead to waterlogging and a low harvest index (Gregory et al., 1992; Gregory, 1998), and management options to alleviate waterlogging, such as drainage or early planting, can increase the yield and harvest index of crops (Zhang et al., 2004). By contrast, water shortage during vegetative growth has been shown to stimulate reproductive development in indeterminate crops such as lupin and cotton, and to increase the harvest index of the crop (French and Turner, 1991). Indeed, intermittent shortage of water on deep, sandy, coarse-textured soils may account for the success of lupin production in Western Australia (French and Turner, 1991) and the large variation in the harvest index from season to season. |
Conclusions |
|---|
Donald (1965)
reviewed decadal wheat yields in Australia from 1860 to 1960 and showed that until the turn of the twentieth century yields decreased as nutrients were exhausted. The introduction of the practice of leaving land fallow to conserve soil moisture, the use of shorter-season, better-adapted cultivars, and the use of superphosphate fertilizer and rotations, including legumes, for the supply of nitrogen produced a steady increase in wheat yields between 1900 and 1950. Angus (2001) and Angus et al. (2001) have extended Donald's (1965) findings to the year 2000 and suggest that from 1950 to 1980 wheat yields increased as a result of better rotations and more timely sowing because of mechanization, and increased again in the 1980s and 1990s as a result of the introduction of herbicides and break crops such as lupins, other pulses, and canola into the rotation (Fig. 8). The introduction of semi-dwarf varieties in the 1970s also had a role in increasing yields and enabled agronomic management, such as increased fertilizer use, to benefit yields too. Similar conclusions on the role of agronomic changes have been drawn from studies of the Broadbalk experiment at the Rothamsted Experiment Station (Rasmussen et al., 1998; Miflin, 2000). These increases in yield have occurred as rainfall has remained unchanged, resulting in significant improvements in rainfall-use efficiency. While the early analysis suggested that until 1980 the increase in rainfall-use efficiency could be attributed half to new cultivars and half to increased agronomic practices (Turner, 1997), the surge in yields and rainfall-use-efficiency in the past two decades is considered to be one-third attributable to new cultivars and two-thirds attributable to agronomic management (Angus et al., 2001; Stephens, 2002). Indeed, the combination of agronomists working with breeders to develop appropriate agronomic packages for new cultivars and the ability of modern cultivars to respond to increased agronomic inputs is probably the reason for the recent surge in rainfall-use efficiency in wheat crops in Australia. It is clear that it is not just one factor that has led to the higher rainfall-use efficiency, but rather the combination of appropriate fertilizer use, improved weed/disease/pest control, timely planting, and the increased adoption of a range of rotations. This is the basis of the ‘Green Revolution in Rainfed Environments’.
|
|
Acknowledgements |
|---|
Financial support by CSIRO, the Australian Centre for International Agricultural Research, the Grains Research and Development Corporation, AgraCorp Pty Ltd, and the Centre for Legumes in Mediterranean Agriculture is gratefully acknowledged. Drs Senthold Asseng and Heping Zhang are thanked for their comments on this paper.
|
References |
|---|
Abbo S, Berger J, Turner NC. 2003. Evolution of cultivated chickpea: four bottlenecks limit diversity and constrain adaptation. Functional Plant Biology 30, 1081–1087.[CrossRef]
Anderson WK, Sawkins D. 1997. Production practices for improved grain yield and quality of soft wheats in Western Australia. Australian Journal of Experimental Agriculture 37, 173–180.
Anderson WK, Crosbie GB, Lemsom K. 1995. Production practices for high protein, hard wheat in Western Australia. Australian Journal of Experimental Agriculture 35, 589–595.[CrossRef]
Anderson WK, Heinrich A, Abbotts R. 1996. Long-season wheats extend sowing opportunities in the central wheat belt of Western Australia. Australian Journal of Experimental Agriculture 36, 203–208.
Angus JF. 2001. Nitrogen supply and demand in Australian agriculture. Australian Journal of Experimental Agriculture 41, 277–288.[CrossRef]
Angus JF, van Herwaarden AF, Howe GN. 1991. Productivity and break crop effects of winter-growing oilseeds. Australian Journal of Experimental Agriculture 31, 669–677.[CrossRef]
Angus JF, Kirkegaard JA, Peoples MB. 2001. Rotation sequence and phase: research on crop and pasture systems. In Proceedings of the 10th Australian Agronomy Conference, Hobart, 2001. http://www.regional.org.au/au/asa/2001
Araus JL, Bort J, Steduto P, Villegas D, Royo C. 2003. Breeding cereals for Mediterranean conditions: ecophysiological clues for biotechnology application. Annals of Applied Biology 142, 129–141.[CrossRef]
Asseng S, Dunin FX, Fillery IRP, Tennant D, Keating BA. 2001c. Potential deep drainage under wheat crops in a Mediterranean climate. II. Management opportunities to control drainage. Australian Journal of Agricultural Research 52, 57–66.[CrossRef]
Asseng S, Fillery IRP, Anderson GC, Dolling PJ, Dunin FX, Keating BA. 1998a. Use of the APSIM-wheat model to predict yield, drainage and NO3- leaching for a deep sand. Australian Journal of Agricultural Research 49, 363–377.
Asseng S, Fillery IRP, Dunin FX, Keating BA, Meinke H. 2001a. Potential deep drainage under wheat crops in a Mediterranean climate. II. Temporal and spatial variability. Australian Journal of Agricultural Research 52, 45–56.
Asseng S, Keating BA, Fillery IRP, Gregory PJ, Bowden JW, Turner NC, Palta JA, Arbrecht DG. 1998b. Performance of the APSIM-wheat model in Western Australia. Field Crops Research 57, 163–179.[CrossRef]
Asseng S, Turner NC. 2003. Evaluating water-use efficiency of rainfed wheat using a simulation model. In: Kang S, Davies B, Shan L, Cai H, eds. Water-saving agriculture and sustainable use of water and land resources. Xi'an: Shaanxi Science and Technology Press, 70–79.
Asseng S, Turner NC, Botwright T, Condon AG. 2003. Evaluating the impact of a trait for increased specific leaf area on wheat yields using a crop simulation model. Agronomy Journal 95, 10–19.
Asseng S, Turner NC, Keating BA. 2001b. Analysis of water- and nitrogen-use efficiency of wheat in a Mediterranean climate. Plant and Soil 233, 127–143.[CrossRef]
Asseng S, Turner NC, Richards R. 2002. Evaluating the impact of traits in wheat associated with early vigour and transpiration efficiency using simulation analysis. In: McComb JA, ed. Plant breeding for the 11th millennium. Proceedings for the 12th Australasian Plant Breeding Conference, Perth, September 2002. Australian Plant Breeding Association Inc., 669–674.
Atwell BJ. 1991. Factors which affect the growth of grain legumes on a solonized brown soil. II. Genotypic responses to soil chemical factors. Australian Journal of Agricultural Research 42, 107–119.[CrossRef]
Austin RB, Bingham J, Blackwell RD, Evans LT, Ford MA, Morgan CL, Taylor M. 1980. Genetic improvements in winter wheat yields since 1900 and associated physiological changes. Journal of Agricultural Science, Cambridge 94, 675–689.
Austin RB, Ford MA, Morgan CL. 1989. Genetic improvement in the yield of winter wheat: a further evaluation. Journal of Agricultural Science, Cambridge 112, 295–301.
Bolger TP, Turner NC. 1999. Water use efficiency and water use of mediterranean annual pastures in southern Australia. Australian Journal of Agricultural Research 50, 1035–1046.[CrossRef]
Bretag TW, Keane PJ, Price TV. 1995. Effect of ascochyta blight on the grain yield of field peas (Pisum sativum L.) grown in southern Australia. Australian Journal of Experimental Agriculture 35, 531–536.[CrossRef]
Briggs LJ, Shantz HL. 1912. The wilting coefficient for different plants and its indirect determination. United States Department of Agriculture Bureau of Plant Industry Bulletin 230.
Cornish PS, Pratley JE. 1991. Tillage practices in sustainable farming systems. In: Squires V, Tow P, eds. Dryland farming: a systems approach. South Melbourne: Sydney University Press, 76–101.
Cresswell HP, Kirkegaard JA. 1995. Subsoil amelioration by plant roots: the process and the evidence. Australian Journal of Soil Research 33, 221–239.[CrossRef]
Delroy ND, Bowden JW. 1986. Effect of deep ripping, the previous crop, and applied nitrogen on the growth and yield of a wheat crop. Australian Journal of Experimental Agriculture 26, 469–479.[CrossRef]
Donald CM. 1965. The progress of Australian agriculture and the role of pastures in environmental change. Australian Journal of Science 27, 187–198.
Eastham J, Gregory PJ. 2000. The influence of crop management on the water balance of lupin and wheat crops on a layered soil in a Mediterranean climate. Plant and Soil 221, 239–251.[CrossRef]
Eastham J, Gregory PJ, Williamson DR, Watson GD. 1999. The influence of early sowing of wheat and lupin crops on evapotranspiration and evaporation from the soil surface in a Mediterranean climate. Agricultural Water Management 42, 205–218.
Evans J, McNeill AM, Unkovich MJ, Fettell NA, Heenan DP. 2001. Net nitrogen balances for cool-season grain legume crops and contributions to wheat nitrogen uptake: a review. Australian Journal of Experimental Agriculture 41, 347–359.[CrossRef]
Farahani HJ, Peterson GA, Westfall DG. 1998a. Dryland cropping intensification: fundamental solution to efficient use of precipitation. Advances in Agronomy 64, 197–223.
Farahani HJ, Peterson GA, Westfall DG, Sherrod LA, Ahuja LR. 1998b. Soil water storage in dryland cropping systems: the significance of cropping intensification. Soil Science Society of America Journal 62, 984–991.
Fillery IRP. 2001. The fate of biologically fixed nitrogen in legume-based dryland farming systems: a review. Australian Journal of Experimental Agriculture 41, 361–381.[CrossRef]
Fischer RA. 1981. Optimising the use of water and nitrogen through breeding of crops. Plant and Soil 58, 249–279.[CrossRef]
Fischer RA, Turner NC. 1978. Plant productivity in the arid and semiarid zones. Annual Review of Plant Physiology 29, 277–317.[Web of Science]
French RJ, Schultz JE. 1984a. Water use efficiency of wheat in a mediterranean-type environment. I. The relation between yield, water use and climate. Australian Journal of Agricultural Research 35, 743–764.[CrossRef]
French RJ, Schultz JE. 1984b. Water use efficiency of wheat in a mediterranean-type environment. II. Some limitations to efficiency. Australian Journal of Agricultural Research 35, 765–775.[CrossRef]
French RJ, Turner NC. 1991. Water deficits change dry matter partitioning and seed yield in narrow-leafed lupins (Lupinus angustifolius L.). Australian Journal of Agricultural Research 42, 471–484.[CrossRef]
Gregory PJ. 1989. Water-use efficiency of crops in the semi-arid tropics. In: Soil, crop, and water management systems for rainfed agriculture in the Sudano-Sahelian zone. Proceedings of an international workshop, 7–11 January 1987, ICRISAT Sahelian Center, Niamey, Niger. Patancheru: International Crops Research Institute for the Semi-Arid Tropics, 85–98.
Gregory PJ. 1998. Alternative crops for duplex soils: growth and water use of some cereal, legume, and oilseed crops, and pastures. Australian Journal of Agricultural Research 49, 21–32.
Gregory PJ, Eastham J. 1996. Growth of shoots and roots, and interception of radiation by wheat and lupin crops on a shallow, duplex soil in response to time of sowing. Australian Journal of Agricultural Research 47, 427–447.[CrossRef][Web of Science]
Gregory PJ, Shepherd KD, Cooper PJ. 1984. Effects of fertilizer on root growth and water use of barley in northern Syria. Journal of Agricultural Science, Cambridge 103, 429–438.
Gregory PJ, Tennant D, Hamblin AP, Eastham J. 1992. Components of the water balance on duplex soils in Western Australia. Australian Journal of Experimental Agriculture 32, 845–855.[CrossRef]
Hall AE, Richards RA, Condon AG, Wright GC, Farquhar GD. 1994. Carbon isotope discrimination and plant breeding. Plant Breeding Reviews 12, 81–113.
Halse NJ, Greenwood EAN, Lapins P, Boundy CAP. 1969. An analysis of the effects of nitrogen deficiency on the growth of a Western Australian wheat crop. Australian Journal of Agricultural Research 20, 987–998.[CrossRef]
Hamblin AP, Hamblin J. 1985. Root characteristics of some temperate legume species and varieties on deep, free-draining entisols. Australian Journal of Agricultural Research 36, 63–72.
Hamza MA, Anderson WK. 2002. Improving soil physical fertility and crop yield on a clay soil in Western Australia. Australian Journal of Agricultural Research 53, 615–620.[CrossRef]
Hamza MA, Anderson WK. 2003. Responses of soil properties and grain yields to deep ripping and gypsum application in a compacted loamy sand soil contrasted with a sandy clay loam soil in Western Australia. Australian Journal of Agricultural Research 54, 273–282.[CrossRef][Web of Science]
van Herwaarden AF, Farquhar GD, Angus JF, Richards RA, Howe GN. 1998. ‘Haying-off’, the negative grain yield response of dryland wheat to nitrogen fertiliser. I. Biomass, grain yield, and water use. Australian Journal of Agricultural Research 49, 1067–1081.[CrossRef][Web of Science]
Hocking PJ, Kirkegaard JA, Angus JF, Gibson AH, Koetz EA. 1997. Comparison of canola, Indian mustard and linola in two contrasting environments. I. Effects of nitrogen fertilizer on dry matter production, seed yield and seed quality. Field Crops Research 49, 107–125.
Indian Ocean Climate Initiative. 2002. Climate variability and change in south west Western Australia. East Perth: Indian Ocean Climate Initiative Panel. http://www.ioci.org.au/Tech_Report_2002_PR.pdf
Jarvis RJ. 1982. Cultivation research update. Journal of Agriculture of Western Australia 23, 41–45.
Johnston AM, Clayton GW, Lafond GP, Harker KN, Hogg TJ, Johnson EN, May WE, McConnell JT. 2002. Field pea seeding management. Canadian Journal of Plant Science 82, 639–644.
Jones OR, Popham TW. 1997. Cropping and tillage systems for dryland grain production in the southern high plains. Agronomy Journal 89, 222–232.
Keatinge JDH, Cooper PJM. 1983. Kabuli chickpea as a winter-sown crop in northern Syria: moisture relations and crop productivity. Journal of Agricultural Science, Cambridge 100, 677–680.
Kirkegaard JA, Sarwar M. 1999. Glucosinolate profiles of Australian canola (Brassica napus annua L.) and Indian mustard (Brassica juncea L.) cultivars: implications for biofumigation. Australian Journal of Agricultural Research 50, 315–324.[CrossRef]
Miflin B. 2000. Crop improvement in the 21st century. Journal of Experimental Botany 51, 1–8.
O'Connell MO, Pannell DJ, French RJ. 2003. Are high lupin seeding rates more risky in the Western Australian wheatbelt? Australian Journal of Experimental Agriculture 43, 1137–1142.[CrossRef]
O'Leary GJ, Connor DJ. 1997a. Stubble retention and tillage in a semi-arid environment. I. Soil water accumulation during fallow. Field Crops Research 52, 209–219.[CrossRef]
O'Leary GJ, Connor DJ. 1997b. Stubble retention and tillage in a semi-arid environment. III. Response of wheat. Field Crops Research 54, 39–50.
Oweis T, Zhang H, Pala M. 2000. Water use efficiency of rainfed and irrigated bread wheat in a Mediterranean environment. Agronomy Journal 92, 231–238.
Passioura JB. 1976. Physiology of grain yield in wheat growing on stored soil water. Australian Journal of Plant Physiology 3, 559–565.
Passioura JB. 1977. Grain yield, harvest index and water-use of wheat. Journal of the Australian Institute of Agricultural Science 43, 117–120.
Peoples MB, Baldock JA. 2001. Nitrogen dynamics of pastures: nitrogen fixation inputs, the impact of legumes on soil nitrogen fertility, and the contributions of fixed nitrogen to Australian farming systems. Australian Journal of Experimental Agriculture 41, 327–346.[CrossRef]
Perry MW, D'Antuono MF. 1989. Yield improvement and associated characteristics of some Australian spring wheat cultivars introduced between 1860 and 1982. Australian Journal of Agricultural Research 40, 457–472.[Web of Science]
Rasmussen PE, Goulding KWT, Brown JR, Grace PR, Janzen HH, Korschens M. 1998. Agroecosystem—long-term agroecosystem experiments: assessing agricultural sustainability and global change. Science 282, 893–896.
Regan KL, Siddique KHM, Martin LD. 2003. Response of kabuli chickpea (Cicer arietinum L.) to sowing rate in Mediterranean-type environments of south-western Australia. Australian Journal of Experimental Agriculture 43, 87–97.[CrossRef]
Richards RA, Rebetzke GJ, Condon A, van Herwaarden AF. 2002. Breeding opportunities for increasing the efficiency of water use and crop yield in temperate cereals. Crop Science 42, 111–121.
Riffkin PA, Evans PM, Chin JF, Kearney GA. 2003. Early-maturing spring wheat outperforms late-maturing winter wheat in the high rainfall environment of south-west Victoria. Australian Journal of Agricultural Research 54, 193–202.
Roget DK, Neate SM, Rovira AD. 1996. Effect of sowing point design and tillage practice on the incidence of rhizoctonia root rot, take-all and cereal cyst nematode in wheat and barley. Australian Journal of Experimental Agriculture 36, 683–693.[CrossRef]
Rowland IC, Mason MG, Hamblin J. 1988. Effect of lupins and wheat on the yield of subsequent wheat crops at several rates of applied nitrogen. Australian Journal of Experimental Agriculture 28, 91–97.[CrossRef]
Rowland IC, Mason MG, Pritchard IA, French RJ. 1994. Effect of field pea and wheat on the yield and protein of subsequent wheat crops grown at several rates of applied nitrogen. Australian Journal of Experimental Agriculture 34, 641–646.[CrossRef]
Sadler EJ, Turner NC. 1994. Water relationships in a sustainable agriculture system. In: Hatfield JL, Karlen DL, eds. Sustainable agricultural systems. Boca Raton, FL: Lewis Publishers, 21–46.
Seckler DW, Barker R, Amarasinghe U. 1999. Water scarcity in the twenty-first century. International Journal of Water Resources Development 15, 29–43.
Seymour M, Siddique KHM, Brandon N, Martin L, Jackson E. 2002. Response of vetch (Vicia spp.) to plant density in south-western Australia. Australian Journal of Experimental Agriculture 42, 1043–1051.[CrossRef]
Shepherd KD, Cooper PJM, Allan AY, Drennan DSH, Keatinge JDH. 1987. Growth, water use and yield of barley in mediterranean-type environments. Journal of Agricultural Science, Cambridge 108, 365–378.
Siddique KHM, Loss SP, Pritchard DL, Regan KL, Tennant D, Jettner RL, Wilkinson D. 1998. Adaptation of lentil (Lens culinaris Medik.) to Mediterranean-type environments: effect of time of sowing on growth, yield and water use. Australian Journal of Agricultural Research 49, 613–626.[CrossRef]
Siddique KHM, Regan KL, Tennant D, Thomson BD. 2001. Water use and water use efficiency of cool season grain legumes in low rainfall Mediterranean-type environments. European Journal of Agronomy 15, 267–280.[CrossRef]
Singh KB, Malhotra RS, Saxena MC, Bejiga G. 1997. Superiority of winter sowing over traditional spring sowing of chickpea in the Mediterranean region. Agronomy Journal 89, 112–118.
Smith RC, Harris HC. 1981. Environmental resources and restraints to agricultural production in a Mediterranean-type environment. Plant and Soil 58, 31–57.[CrossRef]
Stephens D. 2002. National Land and Water Resources Audit. National and Regional Assessments of Crop Yield Trends and Relative Production Efficiency. Theme 5.1. Land Use Change, Productivity and Diversification. South Perth: Department of Agriculture of Western Australia.
Stewart BA, Robinson CA. 1997. Are agroecosystems sustainable in semiarid regions? Advances in Agronomy 60, 191–228.
Tang C, Buirchell BJ, Longnecker NE, Robson AD. 1993. Variation in the growth of lupin species and genotypes on alkaline soil. Plant and Soil 155/156, 513–516.[CrossRef]
Tang C, Longnecker NE, Thomson CJ, Greenway H, Robson AD. 1992. Lupin (Lupinus angustifolius L.) and pea (Pisum sativum L.) roots differ widely in their sensitivity to pH above 6.0. Journal of Plant Physiology 140, 715–719.
Tanner CB, Sinclair TR. 1983. Efficient water use in crop production: research or re-search? In: Taylor HM, Jordan WR, Sinclair TR, eds. Limitations to efficient water use in crop production. Madison, WI: American Society of Agronomy, 1–27.
Turner NC. 1987. Interaction of nitrogen and water use in wheat. In: Proceedings of the annual farm management review 1987. Northam, WA: Farm Management Foundation, 84–89.
Turner NC. 1997. Further progress in crop water relations. Advances in Agronomy 58, 293–338.
Turner NC. 2001. Optimising water use. In: Nösberger J, Geiger HH, Struik PC, eds. Crop science: progress and prospects. Wallingford, UK: CABI Publishing, 119–135.
Turner NC. 2003. Drought resistance: a comparison of two research frameworks. In: Saxena NP, ed. Management of agricultural drought: agronomic and genetic options. Enfield, NH: Science Publishers, 89–102.
Turner NC. 2004. Sustainable production of crops and pastures under drought in a Mediterranean environment. Annals of Applied Biology 144, 139–174.[CrossRef]
Turner NC, Nicolas ME. 1998. Early vigour: a yield-positive characteristic for wheat in drought-prone mediterranean-type environments. In: Behl RK, Singh DP, Lodhi GP, eds. Crop improvement for stress tolerance. Hisar: CCS Haryana Agricultural University, and New Delhi: Max Mueller Bhawan, 47–62.
Turner NC, Prasertsak P, Setter TL. 1994. Plant spacing, density, and yield of wheat subjected to postanthesis water deficits. Crop Science 34, 741–748.
Unger PW. 1978. Straw-mulch rate effect on soil water storage and sorghum yield. Soil Science Society of America Journal 42, 486–491.
Ward PR, Dunin FX, Micin SF. 2002. Water use and root growth by annual and perennial pastures and subsequent crops in a phase rotation. Agricultural Water Management 53, 83–97.[CrossRef]
Wright GC. 1997. Management of drought in peanuts: can crop modelling assist in long-term planning decisions? In: Cruickshank A, Fleming B, Cruickshank S, eds. Proceedings of the 2nd Australian peanut conference, Gold Coast, Queensland, July 1997. Brisbane: Queensland Department of Primary Industries, 26–29.
Zhang H, Turner NC, Poole ML. 2004. Yield of wheat and canola in the high rainfall zone of south-western Australia in years with and without a transient perched water table. Australian Journal of Agricultural Research 55, 461–470.[CrossRef]
CiteULike 
Connotea 
Del.icio.us What's this?
This article has been cited by other articles:
|
|
 |
|
  X. Fang, N. C. Turner, G. Yan, F. Li, and K. H.M. Siddique Flower numbers, pod production, pollen viability, and pistil function are reduced and flower and pod abortion increased in chickpea (Cicer arietinum L.) under terminal drought J. Exp. Bot., October 23, 2009; (2009) erp307v1. [Abstract] [Full Text] [PDF]
|
|
|
|
 |
|
 J.I.L Morison, N.R Baker, P.M Mullineaux, and W.J Davies Improving water use in crop production Phil Trans R Soc B, February 12, 2008; 363(1491): 639 - 658. [Abstract] [Full Text] [PDF]
|
|
|
|
 |
|
 R. Tuberosa, S. Salvi, S. Giuliani, M. C. Sanguineti, M. Bellotti, S. Conti, and P. Landi Genome-wide Approaches to Investigate and Improve Maize Response to Drought Crop Sci., December 18, 2007; 47(Supplement_3): S-120 - S-141. [Abstract] [Full Text] [PDF]
|
|
|
|
 |
|
 R. J. Lopez-Bellido, L. Lopez-Bellido, J. Benitez-Vega, and F. J. Lopez-Bellido Tillage System, Preceding Crop, and Nitrogen Fertilizer in Wheat Crop: II. Water Utilization Agron. J., January 1, 2007; 99(1): 66 - 72. [Abstract] [Full Text] [PDF]
|
|
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||