Rhizo-lysimetry: facilities for the simultaneous study of root behaviour and resource use by agricultural crop and pasture systems
© Eberbach et al.; licensee BioMed Central Ltd. 2013
Received: 6 August 2012
Accepted: 29 January 2013
Published: 31 January 2013
Rhizo-lysimeters offer unique advantages for the study of plants and their interactions with soils. In this paper, an existing facility at Charles Sturt University in Wagga Wagga Australia is described in detail and its potential to conduct both ecophysiological and ecohydrological research in the study of root interactions of agricultural crops and pastures is quantitatively assessed. This is of significance to future crop research efforts in southern Australia, in light of recent significant long-term drought events, as well as potential impacts of climate change as predicted for the region. The rhizo-lysimeter root research facility has recently been expanded to accommodate larger research projects over multiple years and cropping rotations.
Lucerne, a widely-grown perennial pasture in southern Australia, developed an expansive root system to a depth of 0.9 m over a twelve month period. Its deeper roots particularly at 2.05 m continued to expand for the duration of the experiment. In succeeding experiments, canola, a commonly grown annual crop, developed a more extensive (approximately 300%) root system than wheat, but exhibited a slower rate of root elongation at rates of 7.47 x 10–3 m day–1 for canola and 1.04 x10–2 m day–1 for wheat. A time domain reflectometry (TDR) network was designed to accurately assess changes in soil water content, and could assess water content change to within 5% of the amount of water applied.
The rhizo-lysimetry system provided robust estimates of root growth and soil water change under conditions representative of a field setting. This is currently one of a very limited number of global research facilities able to perform experimentation under field conditions and is the largest root research experimental laboratory in the southern hemisphere.
KeywordsRhizo-lysimeter Time Domain Reflectometry (TDR) Mini-rhizotron-root observation tube Root growth Lucerne Canola Wheat
A major challenge facing plant scientists and ecologists is achieving a greater understanding of the behaviour of plant roots, particular when growing in undisturbed field soils, and how of these organs respond to various resources or stimuli. Traditional knowledge of the effect of a particular treatment on plant roots has largely been derived from destructive samplings, yet a more comprehensive understanding of the relationship between plant roots and applied stimuli can be gained from non-destructive, repeated observations of root activity. There is an increasing need to develop improved methods to enable in situ observations of plant roots in response to soil treatments
Current methods to quantify root behaviour in situ have been reviewed[1, 2]. Approaches that do not involve the destructive harvest of plant tissue are rare, but include rhizotron techniques; specifically the use of root windows (flat surfaces) or mini-rhizotrons (curved surfaces)[1, 3, 4], or root imaging techniques, such as computer aided tomography or magnetic resonance. While imaging techniques have good spatial resolution, they can only scan comparatively small volumes and therefore are restricted to small pot studies, mainly with young plants. Conversely, rhizotron techniques lack the spatial resolution of imaging but can be used in field studies, and allow for repeated observations of root activity at the interface of the viewing window with the soil media at a constant location. However, the presence of an artificial interface can lead to abnormal root activity at the interface. Additionally, as mini-rhizotron tubes are often installed in the field at angles of up to 45° to the ground surface, they can encourage vertical root tracking. While some studies have investigated the bias created by the non-horizontal installation of mini-rhizotron tubes and methods to correct this bias, it is generally accepted that horizontally installed mini-rhizotrons are preferred for the spatial assessment of root growth over time.
In 1995, a large, field-based rhizo-lysimeter complex was constructed in an agricultural field at Charles Sturt University’s (CSU) farm at Wagga Wagga, in south-eastern Australia. The design of this facility permitted lateral access to the subsurface of each monolith, which could allow for the lateral installation of suction cups for soil solute sampling, horizontal placement of mini-rhizotron tubes for quantification of root growth[7, 8] and a networked TDR for simultaneous measurement of soil water content. Since construction, several major research projects have been conducted, to investigate a typical agricultural pasture-crop rotation with the intent of understanding the implications for root growth and water use by the sequence of crops within the rotation. The objective of this manuscript, therefore, is to describe the operation of this facility, its capacity, and sensitivity in measuring plant root system development as well as quantifying the hydrologic behaviour of soils. Specifically, we consider the strengths and weaknesses of such a facility with the intention of informing the design of future rhizo-lysimeters.
Quantitative analysis of root growth
We report on results from two major studies conducted in the rhizo-lysimeter to simulate the prevailing mixed farming rotation, using species of agronomic importance and growing in two contrasting soils. Over the period 1999–2003, lucerne was grown as a perennial pasture, followed by a series of annual, agricultural crops over the period 2004–2006; a rotation typical of the region.
Root growth of lucerne
The study conducted over 1999–2003 focussed on the establishment pattern of lucerne roots, and their use of water in relation to depth, as affected by summer rainfall.
A limited number of studies have investigated root growth of lucerne in a variety of soils in the northern hemisphere, and in general, showed that the abundance of fine roots, occurring in the surface layer (0 – 0.3 m), taper off as soil depth increases e.g. Luo et al.. In contrast, observational data presented from our study indicated the reverse (Figure 2). However, as water was supplied to the deep subsoil (2.4 m), with the soil water potential maintained between −10 and −18 kPa in each core at a depth of 2.05 m, the prolific root growth observed at this depth in the later years of this study was attributed to their unrestricted access to deep subsoil water at this time and to the lower soil strength associated with moist soil. These results differ from those previously reported under typical field conditions when no access to a water table existed, but illustrate the degree of control and quantification of root growth offered by facilities such as these in contrast to field-based studies.
Unlike the magnitude of the error seen in shallower layers, the SE/M was comparatively high in the first season in the deeper layers (1.45 & 2.05 m), which is likely indicative of a sparse root system early in the establishment phase of a perennial plant but later, like in the upper layers, SE became a smaller proportion of the mean. The reduction in variability in later seasons was probably due to plant modification of the soil environment over time, such as cracking of soil in response to plant water uptake and soil drying, as well as the creation of biopores after the senescence of roots[11, 12]. While the magnitude of error is a primary consideration, transforming the raw data, using a square root function, reduced the ratio of standard error to the mean substantially (Figure 3b). While the apparent standard error for each mean appeared to increase with depth, comparing square root transformed SE/M, showed that regardless of depth, standard error as a proportion of the mean was similar (Figure 3b), particularly in later seasons (e.g. years 2 and 3 (2001 and 2002). For consistent estimates of root growth, the expression of SE/M over all depths indicated that six replicates of each treatment was likely adequate, a finding which was comparable with findings of O’Toole and Bland. The residual error reflected, in part, the relatively low volume of soil sampled at any particular depth with mini-rhizotrons (about 6%), and of the tendency of roots to clump in zones of reduced physical resistance[11, 12], particularly in deeper soil layers. Consequently, further reductions in error using this technique are probably more difficult to obtain. Although larger volumes of soil would be useful to sample for more precise root growth assessment, the time consuming nature and cost of assessment in using sampling procedures other than mini-rhizotrons to assess growth would seriously limit most researcher’s capacity to perform this work. Therefore, the use of mini-rhizotrons for root growth assessment appears a reasonable compromise to obtain reliable root data.
Root growth of annual crops following lucerne
The subsequent study, over the period 2004–2006 investigated root development and water-use behaviour of crops succeeding lucerne in the rotation, and used some soil cores from the previous study.
Linear regression analysis indicated that for each crop, the relationship between root elongation rate and depth was linear (Figure 4b &5b), and that the rate of elongation of canola roots (1.04 × 10–2 m day–1) was similar to the rate of elongation of wheat roots (7.47 × 10–3 m day–1), with both achieving a maximum observed root depth at approximately the same time (DAS 107 canola; DAS 113 wheat). These measured rates of elongation compare well with estimates for other winter growing crops such as barley and chickpea, which ranged from 1.40 to 2.43 × 10–2 m day–1 and 1.60 to 2.36 × 10–2 m day–1 respectively, when measured using the water extraction front velocity, a less direct method of measuring downward progress of roots. But, these values were considerably less than values recorded for summer growing crops such as sunflower, soybean, maize and peanut, all of which had water extraction front velocities of 4.4 × 10–2; 3.4 × 10–2; 3.0 × 10–2; and 2.3 × 10–2 m day–1 respectively.
TDR and soil hydrology
Based on standard errors, the TDR system was able to predict a change in water content over the entire core, with a precision of within 5% of the amount of water applied to each soil core. This error could be further reduced by increasing the number of TDR probes per core, so that the depth increment between probes was reduced and precision improved. The improvement in the level of precision offered under this condition might allow for estimations of evapotranspiration (Et) to be made at a level of precision, approaching that offered by weighing lysimeter facilities.
Rhizo-lysimetric facilities are an ideal facility to undertake research of edaphic influences on plant root performance, as the level of experimental precision available exceeds that normally available from field studies. Additionally, having access to undisturbed cores with horizontally mounted observation tubes and with TDR capability, temporal root development in situ and resource use can be quantified at predetermined depths without the risk of root tracking occurring. This allows agricultural systems to be studied over a number of years as occurs in mixed-farming rotations, where the legacy of a crop in one season can be followed and attributed directly to the development and growth of succeeding crops.
The Charles Sturt University facility offers several design advantages. The fully incorporated structural design used mass-produced concrete products for use as silos, and concrete in-filled reinforced keys between each silo to support the roof without the need for pillars, both of which are attributed to the low construction costs associated with building the present facility. Additionally, this design ensured good contact between the rear of each silo and the surrounding soil which enabled the soil temperatures in each core to be maintained near that of the field soils which surround the facility.
However, in spite of the temperature regulation advantage, the current rhizo-lysimeter design reduced access to each individual core as only 13% of each core was accessible from the underground chamber. This may not be an impediment for the location of certain instruments which are entirely buried, but for equipment requiring horizontal access via the underground chamber, limited vertical access could result in a vertical plane of weakness due to the vertical placement of equipment, and increase the risk of occurrence of anomalous root behaviour. Alternately, an open plan facility where there is 360° access to each core, such as in the facility at Lincoln University in Christchurch, New Zealand, would improve access and enable more uniform placement of instrumentation to lessen vertical bias, but may make the soil cores more vulnerable to temperature within the underground chamber and be less representative of the surrounding soil.
Assessment of root growth using mini-rhizotrons
Several methods have been proposed to quantify observations of root activity using rhizotrons or mini-rhizotrons: (1) enumeration of intersections of roots with horizontal lines on the wall of the observations vessel; (2) enumeration of intersections of roots with a grid pattern scribed to the surface of the rhizotron, and; (3) enumeration of the number of root members intercepted at the wall of the rhizotron. Using the CSU rhizo-lysimeter, Hoffmann observed lucerne (Medicago sativa) root numbers by root intersection of scribed reference lines on each mini-rhizotron tube over the three year study, and inferred root development at the four depths studied. This approach was adopted since it has been reported that the number of roots intersecting a reference point on a rhizotron wall is less influenced by conditions at the wall surface than are estimations of root intensity[3, 20]. Methods to extrapolate root intersection data to more tangible root growth parameters such as root length have been proposed[21, 22], and are based on the assumption of homogeneity in the soil medium. However, undisturbed soils and in particular subsoils, are not homogeneous as their physico-chemical properties can change markedly over time and distance, and roots are often constrained within biopores and other zones of weakness[11, 12, 23]. The assumption of homogeneity will in most instances give unreliable estimates of root length with a large error term comprising both experimental and computational error. Conversely, other research has shown good linearity between mini-rhizotron root numbers and root length for a range of perennial woody species, but report the relationship for each species to be empirical. Yet, such reports on the existence of a linear relationship between root intersections and root activity imply that the quantification of root intersections and its analysis is perhaps a good indicator of root activity in relation to genotype.
Currently the CSU facility uses two different endoscopes for viewing roots depending on the depth of the observation tubes. In the two upper observation tubes (0.2 m and 0.4 m depth), where vertical access to the tube is required, a flexible endoscope (Olympus IF8C5-30) has been extensively use. At deeper depths, where horizontal access is enabled via the underground chamber, a rigid borescope (Olympus R080-084-090-50) is used. While the flexible endoscope is perhaps more difficult to use as it does not have rotational flexibility of the optic fibre, and requires the operator to manually rotate the entire scope in moving from one reference line to the other, optically there is little difference between the two. However, a new range of industrial videoscope are becoming commercially available which feature more flexible fibreoptics, trigger grip handles and controls, and integrated cameras, and these will greatly lessen the demand on the operator and ease the routine collection of this data.
Estimation of soil water
Early research in the present facility relied on the neutron moisture meter to quantify change in soil water content in each profile. The transition from neutron emission to TDR has produced numerous advantages, but several disadvantages have emerged.
To overcome the effect of high salt contents, several authors suggest sheathing the sensor to insulate the waveguide[28, 31]. Mojid et al. showed polyethylene to satisfactorily insulate the wire, allowing the endpoint to the signal to be resolved. In the CSU facility, increasing concentrations of salts in the red Kandasol and at all depth in the grey Vertosol necessitated coating the middle wire with electrical heat-shrink insulation. This treatment resulted in reasonable reflectance of the signals from the coated electrode so suitable estimates of Ka could be determined.
However, both soil types in the CSU facility were dominated by the presence of substantial amounts of clay. This high concentration of clay prevented our use of the universal calibration to measure absolute soil volumetric water content. In situ calibration of TDR revealed that error estimates of actual soil water content at various depths in both soil types was high. Roth et al. and Bridge et al. reported in high clay content soils that Ka as estimated by TDR, frequently deviated from the Topp curve. Bridge et al. indicated that this was due to the unique dielectric differences between bound water (mono-layer adsorbed) @ Ka =3.2 compared with free water at 20°C @ Ka=80.4. As clay soils have a high surface area in contrast to sandy or loam soils, they contain vastly greater amounts of bound water compared with sandy textured soils. While bound (or adhesion) water is reflected uniformly in the calculation of soil water content, its lower Ka biases the integrated estimate of Ka for the soil layer, but once all solid surfaces have an adhering monolayer of water, further increases in soil water occur as free (unbound) water, which normally results in a linear increase in Ka of the soil until saturation occurs, and allows change in soil water content to be estimated accurately. Consistent with this hypothesis, TDR in the CSU facility, while unable to predict absolute volumetric water content of each of the layers, was able to measure with great precision changes in free (or unbound) water, which is water which normally enters the soil through rainfall or acquired by plants as transpiration and is hence of agricultural significance.
Robustness of the system design
Many lysimeter facilities tend to use large soil monoliths which have a large evaporative surface. For example, Schneider and Howell reviewed 10 different facilities for measuring Et of intact ecosystems, with surface areas ranging from 2.25 – 12.6 m2. A preference for larger monoliths exists as their ability to mimic field conditions increases as their edge to area ratio declines and hence the boundary influence decreases. This is in stark contrast to the small pot sizes (e.g., 0.015 m2) that are commonly used in controlled environment studies, often with disturbed soils, and whose relationship to field conditions is questionable. In contrast, the comparatively larger size of the undisturbed soil cores used in the present facility (0.45 m2), represents a reasonable compromise between sizes sufficiently large to reflect accurately represent field conditions, while still being of a size that doesn’t impede collection from the field at a reasonable cost. Larger undisturbed soil cores would be extremely difficult to collect intact from the field from an engineering perspective. Further, the precision of TDR, as was demonstrated in this study, can provide useful estimates of core Et based on calculations of soil water deficits at multiple depths. Our multi-year experimental results demonstrate clearly that this system can provide robust measures of root growth, water use and Et, under conditions representative of the field and in relation to the succession of crops.
The Charles Sturt University lysimeter in Wagga Wagga NSW Australia has proven to be a versatile experimental facility, which contains monoliths of soils collected from two locations remote from the facility. The lysimeter is unique due to its capability to contribute to our understanding of below-ground, temporal ecology of agriculturally-modified environments. Our particular interest in this field of research has in the past been motivated by the increasing prevalence and severity of dryland salinization in highly modified catchments in southern Australia. In addition, an understanding of the hydrologic impact associated with the conversion of a catchment from perennial, native vegetation to short-lived, annual crops and pastures is of particular relevance. In this context, the lysimeter has been an invaluable tool to study the root-zone and rhizosphere of crops or pastures over time and to assess the legacy of that historical sequence on current crop behaviour. Statistical analyses of our observations on root behaviour indicate that the history of preceding species may have an enduring influence on the root behaviour of subsequent species. Further, the legacy of an individual species may subsequently affect the soil architecture affecting the hydrological behaviour of the regolith. These long-term studies will be the subject of subsequent publications.
Despite research aimed at understanding the hydrological footprint of agricultural systems, a decade or more of drought in southern Australia has caused a change in our research focus, with climate change and plant adaptation to water deficit stress becoming of increasing interest. This facility will assume an increasingly important role in the examination of the kinetics of root behaviour, with questions related to the depth of rooting, the chemical nature of organic matter as deposited by roots, patterns of root turnover, and relationships with soil microflora and root decay rates emerging as issues of immediate relevance. Pursuit of these interests may lead to a philosophical change in the management of the facility, however, to date, the cores have been preserved in time, and physical sampling of soils has been discouraged. With the emergence of a need for more information on the carbon sequestration potential of agricultural systems, and a more thorough understanding of rhizosphere processes, there will be a great demand to sample the soils within each core and for methods to enable this to occur, while preserving the crop rotation legacy.
Location and description of the research facility
The facility is located in a 15 ha agricultural paddock on the Charles Sturt University Farm at Wagga Wagga, New South Wales, Australia (Latitude 35° 03’ 15.40” S Longitude 147° 20’ 14.53” E) at an elevation of 219 m above sea level. The site is serviced by single phase 240 V AC power supply, and underground high pressure water mains, telephone and a high speed data communications cable.
A rainout shelter which was installed using the rail system of the gantry crane to provide protection to the soil cores. The rainout shelter was constructed from hoops of RHS (0.05 m × 0.02 m) galvanized steel rolled into semi-circular hoops which were then covered with a polyethylene film, similar to that used in hoop houses. While there was some interception of photosynthetically-active radiation by the film, the amount transmitted and arriving at the plant canopy was still in excess of plant needs (between 60 and 85% of incoming radiation).
Mini-rhizotrons and optics
Visualization of vertical root development, clumping behaviour and root turnover was enabled using a series of hollow, horizontal, clear polycarbonate mini-rhizotron tubes (0.75 m (L) × 0.042 m (dia) id × 0.003 m (wall thickness)) which were installed into pre-cored holes. Prior to insertion, two scribe lines were etched along the axis of each tube at positions of 10 and 2 o’clock (300° and 60° respectively), indented every cm, and dyed blue to allow for colour contrast against a soil background. For research undertaken during the period of 1999–2003, four mini-rhizotron tubes were installed per core at depths of 0.65, 0.90, 1.45 and 2.0 m beneath the soil surface, and in subsequent years, two additional mini-rhizotron tubes were installed at depths of 0.2 and 0.4 m. These tubes were installed at soil depths where horizontal access was not possible due to the height of the roof, but access was allowed by attaching a 900 angle PVC tube to their end and connecting vertical PVC risers which rose above the soil surface (Figure 12).
At all depths, the procedure of Box et al. was employed to install mini-rhizotrons. At each depth a pilot hole was drilled using a rotary hammer drill, and this hole was enlarged using a sampling tube fitted with a cutting tip similar to that described by Box et al., and designed so that soil displaced by the cutting tip was compressed toward the centre of the sampling tube which minimized the compression of soil external to the tube. Following the removal of the coring tube, the internal surface of the hole was gently abraded using a fine wire brush to remove any smeared or soil reoriented by the sample tube and ensured good contact between the mini-rhizotron and the surrounding soil.
Roots at depths of 0.2 and 0.4 m beneath the soil surface were viewed using a 3 m flexible fiberscope (IF8C5-30; Olympus Australia Pty Ltd) with an optical adapter (AT60S/NF; Olympus Australia Pty Ltd) and a side-viewing window with a field of view of 60° was used. At other depths, a 0.84 m (8 mm diameter) rigid borescope (R080-084-090-50; Olympus Australia Pty Ltd) with a lateral view of 90° and a 50° field view was used. Roots in cores were illuminated by attaching a Microlight 150 light source (Fibreoptics Lightguides, Australia) fitted with a 150 watt halogen lamp to the scope. A digital camera (WAT-202D; Watec Co., LtD., Japan) was attached to the rigid borescope and connected to a TV monitor (TFTV535BK Palsonic Australia) on which the root images were displayed. The camera was also connected to a laptop computer by way of a video capture card (VCE-PRP; ImperX Incorporated; Boca Raton, USA), and digital images or film clips could be captured and analysed at a later date.
At all depths, mini-rhizotron tubes were visually scanned for the number of roots intersecting the two etched lines at a given time, based on a theory developed by Lang and Melhuish; in later experiments with annual crop species, the time taken to reach particular depths was also recorded.
Soil water determination: neutron moisture meter
In all cores, a single aluminium access tubes (1.8 m deep × 0.05 m diameter), positioned slightly off-centre to avoid interaction with mini-rhizotron were installed into hand augured holes and grouted into place with a kaolin slurry using the procedure of Greacen. The neutron moisture meter (503 DR Hydroprobe, CPN International) was calibrated for each soil type by the installation of similar access tubes at an undisturbed site adjacent to where the cores were originally collected, at both the wet and dry ends of the range of soil water content. The time for each count of the Neutron Moisture Meter was 16 seconds.
Soil water determination: time domain reflectometry
In 2003, seven 0.3 m three wire type TDR probes (0.0048 m diameter and 0.045 m spacing) (CS605, Campbell Scientific Pty Ltd) were installed laterally into each core at depths of 0.2, 0.4, 0.55, 0.75, 1.05, 1.35 and 2.0 m and connected to a centralized TDR network (Figure 11). The TDR system included a Tektronics 1502C Metallic Cable Tester (Tektronics, Inc) with an effective bandwidth of 1 GHz equipped with a communications interface (SDM1502; Campbell Scientific Pty Ltd). The system was controlled with a CR10X datalogger (Campbell Scientific Pty Ltd) and a series of twenty-six integrated multiplexers (SDMX50; Campbell Scientific Pty Ltd) which provided a network for measuring soil water content in each core at each depth.
TDR probes were inserted horizontally into 28 cm pre-drilled, slightly undersized pilot holes, as Rothe et al. found that pushing probes into undisturbed soil increased the bulk density of soil immediately surrounding the probe and resulted in a lower estimation of soil water content. At the 20 and 40 cm depths, the TDR probe heads were entirely buried in soil, (note detail in Figure 12) with only the cable protruding, while at greater depths, probes were inserted into soil such that the wires on each probe were more than 0.03 m away from the outer wall to avoid interference from the steel cylinder so that the probe head partially protruded outside of the steel casing.
The networked system had the capacity to analyse soil water content in each core at each depth at a maximum rate of once every 48 minutes using the Topps calibration equation, soil volumetric water content was determined at each depth.
Collection of undisturbed cores from the field
Soil monoliths were collected from the field in rolled steel cylinders (2.4 m × 0.76 m dia) made from 6 mm mild, galvanized steel plate. The cutting end of each core was reinforced by welding on an additional 6 mm mild steel rim cut at a 45° chamfer.
Root growth of lucerne (1999–2003)
This study was conducted using two soils; a red Kandasol, a medium clay, composed principally of illite and kaolin clay particles, and physically and chemically fertile; a grey Vertosol a heavy smectite-dominated, sodic clay, known to physically and chemically impede the production of agriculturally-important pasture and crop species. Pre-inoculated lucerne (Medicago sativa) seed, either Pioneer L34 or Pioneer L90, were sown into hand-cultivated, pre-fertilized cores in 17 cm-spaced rows at a rate equivalent to 4 kg ha–1 in May 1999. After establishment, plants were thinned to about 120 seedlings m–2 and over the ensuing study period, further self-thinning occurred such that by year three, lucerne populations were approximately 45 plants m–2.
Over the subsequent three years, root development and turnover at depths of 0.65, 0.9, 1.45 or 2.05 m beneath the soil surface were monitored, and the change in soil water content in the upper 1.8 m monitored using a neutron moisture meter. During the first season (summer of 1999–2000), surface water was applied using a drip irrigation system to the lucerne-containing cores on two occasions: February 20 2000, where 120 mm of water was applied, and on April 4 2000, where 50 mm of water was applied. In subsequent years, lucerne cores were watered during the winter and spring (May-October) by rainfall (379.6 mm and 248.2 mm during 2000 and 2001 respectively). In contrast, during the summer-autumn period of 2000–01 and 2001–02, cores were surface watered using drip irrigation at the rate of 25 mm of water per core per week. Additionally, during the period from February 2001 – May 2002, the deep subsoils of all cores (2.4 m) were continuously watered via capillary rise from a permanent and unlimited supply of water into the drainage bases.
Root growth of annual crops following lucerne (2004–2006)
Treatments selected in year one (2004) were either canola (Brassica napus cv Rivette) or wheat (Triticum aestivum cv Diamond Bird) following lucerne or in similar cores with no prior history of lucerne. The wheat and canola cultivars selected tolerated a short growing season and were, in the case of canola, resistant to blackleg. In year two, cores which in the previous year had been sown to canola were sown with wheat, or visa versa.
For the duration of the experiment, each core received an allocation of water per month equivalent to the long-term average rainfall calculated for the Wagga Wagga region for that particular month. Monthly water applications were split into two even allocations per core per month and applied as during the lucerne phase via a drip irrigation system.
Over the subsequent two years, root development at depths of 0.2, 0.4, 0.65, 0.9, 1.45 or 2.05 m beneath the soil surface were monitored using a flexible endoscope (0.2 and 0.4 m depths only) and a rigid borescope (0.65, 0.9, 1.45 and 2.05 m), on a weekly basis and the change in soil water content in the upper 2 m monitored using TDR.
TDR and soil hydrology
Change in volumetric soil water content (mm) in six red Kandasol monoliths as estimated for each soil layer using a 0.3 m unbalanced, mid-mounted TDR in response to a simulated rainfall event of 49.6 mm
Horizon depth (m)
0 – 0.3
0.3 – 0.5
0.5 – 0.75
0.75 – 1.15
1.15 – 1.35
1.35 – 1.75
1.75 – 2.25
Time domain reflectometry
Standard error about the mean as a proportion of the mean
Days after sowing
Rolled hollow section
Soil volumetric water content
The development and construction of such a facility required the input of many people with varied interests and skills. Principally, the authors wish to acknowledge contributions by Dr Wayne Meyer, HTL Engineering, John Biddle and Vince Baker and the Australian Research Council Mechanism B for financing this project. TDR advice was kindly provided by Dr Steve Zegelin (CSIRO, Canberra). The authors wish to thank Dr P Gregory for his useful comments on a related manuscript, and acknowledge the contribution made by two anonymous reviewers. Additionally, the Education Infrastructure Fund and Charles Sturt University are acknowledged for recently providing AUD $35 M and $10 M respectively to construct a Science Precinct at the Wagga Wagga campus of Charles Sturt University. Of this, more than $3.0 M was used to add two further 36 silo wings to the existing lysimeter facility, which greatly enhances the capacity to address the research challenges discussed above.
- Gregory P: Plant Roots: Growth, activity and interactions with soil. 2006, London: Blackwell PublishingView Article
- Smit AL, Bengough AG, Pellerin S, van de Geijn S, Engels C van Noordwijk M: Root methods. 2000, Berlin: Springer-VerlagView Article
- Smit AL, George E, Groenwold J: Root observations and measurements at (transparent) interfaces with soil. Root methods. Edited by: Engels C van Noordwijk M, Smit AL, Bengough AG, Pellerin S, van de Geijn S. 2000, Berlin: Springer-Verlag, 235-271.View Article
- Box JE, Smucker AJM, Ritchie JT: Mini-rhizotron installation techniques for investigating root responses to drought and oxygen stress. Soil Sci Soc Am J. 1989, 53: 115-118. 10.2136/sssaj1989.03615995005300010021x.View Article
- Asseng S, Aylmore LAG, MacFall JS, Hopmans JW, Gregory PJ: Computer assisted tomography and magnetic resonance imaging. Root methods. Edited by: Engels C van Noordwijk M, Smit AL, Bengough AG, Pellerin S, van de Geijn S. 2000, Berlin: Springer-Verlag, 343-363.View Article
- Horgan GW, Buckland ST, Mackie-Dawson LA: Estimating three-dimensional line process densities from tube counts. Biometr. 1993, 49: 899-906. 10.2307/2532211.View Article
- Smit AL, Groenwold J, Vos J: The Wageningen Rhizolab – a facility to study soil-root-shoot-atmosphere interactions in crops. II Methods of root observations. Plant Soil. 1994, 161: 289-298. 10.1007/BF00046400.View Article
- Van de Geijn CS, Vos J, Groenwold J, Goudriaan J, Leffelaar PA: The Wageningen Rhizolab – a facility to study soil-root-shoot-atmosphere interactions in crops. 1. A description of main functions. Plant Soil. 1994, 161: 275-287. 10.1007/BF00046399.View Article
- Luo Y, Meyerhoff PA, Loomis RS: Seasonal patterns and vertical distributions of fine roots of alfalfa (Medicago sativa L). Field Crop Res. 1995, 40: 119-127. 10.1016/0378-4290(94)00090-Y.View Article
- Robinson D, Hodge A, Fitter A: Constraints on the Form and Function of Root Systems. Root Ecology. Edited by: de Kroon H, Visser EJW. 2003, Berlin: Springer-Verlag, 1-31. Baldwin IT, Caldwell MM, Heldmaier G, Lange OL, Mooney HA, Schulze ED, Sommer U (Series Editors): Ecological Studies, Vol 168.View Article
- Watt M, Kirkegaard J, McCully ME: Fast wheat root growth overcomes soil constraints. Farm Ahead. 2003, 134: 45-47.
- Watt M, Silk WK, Passioura JB: Rates of root and organism growth, soil condtions and temporal and spatial development of the rhizosphere. Ann Bot. 2006, 97: 839-855. 10.1093/aob/mcl028.PubMed CentralView ArticlePubMed
- O’Toole JC, Bland WL: Genotypic variation in crop plant root systems. Adv Agro. 1987, 41: 91-145.View Article
- Fukai S, Hammer GL, Thomas: Growth and yield response of barley and chickpea to water stress under three environments in south east Queensland. II Root growth and soil water extraction patterns. Aust J Agric Res. 1995, 46: 35-48. 10.1071/AR9950035.View Article
- Dardanelli JL, Bachmeier OA, Sereno R, Gil R: Rooting depth and soil water extraction patterns of different crops in a silty loam Haplustoll. Field Crop Res. 1997, 54: 29-38. 10.1016/S0378-4290(97)00017-8.View Article
- Roth CH, Malicki MA, Plagge R: Empirical evaluation of the relationship between soil dielectric constant and volumetric water content as the basis for calibrating soil moisture measurements. J Soil Sci. 1992, 43: 1-13. 10.1111/j.1365-2389.1992.tb00115.x.View Article
- Bridge BJ, Sabburg J, Habash KO, Ball JAR, Hancock NH: The dielectric behaviour of clay soils and its application to time domain reflectometry. Aust J Soil Res. 1996, 34: 825-835. 10.1071/SR9960825.View Article
- Merrill SD, Upchurch DR: Converting root numbers observed at mini-rhizotrons to equivalent root length density. Soil Sci Soc Am J. 1994, 58: 1061-1067. 10.2136/sssaj1994.03615995005800040009x.View Article
- Hoffmann JD: PhD Thesis. The response of lucerne to a stratified soil water environment and the implications for dryland salinity management in southern Australia. 2006, Charles Sturt University: School of Agricultural and Wine Sciences
- Upchurch DR: Conversion of minirhizotron-root intersections to root length density. Minirhizotron observation tubes: Methods and applications for measuring rhizosphere dynamics. Edited by: Taylor HM. 1987, Number 50, Madison WI: American Society of Agronomy Spec. Publ, 51-57.
- Lang ARG, Melhuish FM: Lengths and diameters of plant roots in non-random populations by analysis of plane surfaces. Biometr. 1970, 26: 421-431. 10.2307/2529099.View Article
- Merrill SD, Upchurch DR, Black AL, Bauer A: Theory of root directionality observations with minirhizotrons and its application to wheat and corn. Soil Sci Soc Am J. 1994, 58: 664-671. 10.2136/sssaj1994.03615995005800030005x.View Article
- Passioura JB: Environmental biology and crop improvement. Funct Plant Biol. 2002, 29: 537-546. 10.1071/FP02020.View Article
- Crocker TL, Hendreck RL, Ruess RW, Pregitzer KS, Burton AJ, Allen MF, Shan J, Morris LA: Substituting root numbers for length: improving the use of minirhizotrons to study fine root dynamics. App Soil Ecol. 2003, 23: 127-135. 10.1016/S0929-1393(03)00024-6.View Article
- Davis JL, Chudobiak WJ: In situ meter for measuring relative permittivity of soils. Geol Surv Can Part A. 1975, 75: 75-79.
- Topp GC, Davies JL, Annan AP: Electromagnetic determination of soil-water content: measurements in coaxial transmission lines. Water Resour Res. 1980, 16: 574-582. 10.1029/WR016i003p00574.View Article
- Baker JM, Allmaras RR: System for automating and multiplexing soil moisture measurement by time-domain reflectometry. Soil Sci Soc Am J. 1990, 54: 1-6. 10.2136/sssaj1990.03615995005400010001x.View Article
- Noborio K: Measurement of soil water content and electrical conductivity by time domain reflectometry: a review. Comput Electron Agric. 2001, 31: 213-237. 10.1016/S0168-1699(00)00184-8.View Article
- Heimovaara TJ: Design of triple wire time-domain reflectometry probe in practice and theory. Soil Sci Soc Am J. 1993, 57: 1410-1417. 10.2136/sssaj1993.03615995005700060003x.View Article
- Logsdon S: Time domain reflectometry range of accuracy for high surface area soils. Vadose Zone J. 1995, 4: 1011-1019.View Article
- Shaun FK, Kelly F, Selker JS, Green JL: Using short soil moisture probes with high bandwidth time-domain reflectometry instruments. Soil Sci Soc Am J. 1995, 59: 97-102. 10.2136/sssaj1995.03615995005900010015x.View Article
- Mojid MA, Wyseure GCL, Rose DA: The use of insulated time-domain reflectometry sensors to measure water content in highly saline soils. Irrig Sci. 1998, 18: 55-61. 10.1007/s002710050044.View Article
- Isbell R: An Australian Soil Classification. 1996, Melbourne: Inkata Press
- Schneider AD, Howell TA: Large, monolithic weighing lysimeters. Lysimeters for evapotranspiration and environmental measurements, Proceedings of the International Symposium on Lysimetry. Edited by: Allen RG, Howell TA, Pruitt WO, Walter IA, Jensen ME. 1991, Honolulu: American Society of Civil Engineers
- Passioura JB: The perils of pot experiments. Funct Plant Biol. 2006, 33: 1075-1079. 10.1071/FP06223.View Article
- Greacen EL: Soil water assessment by the neutron method. 1981, East Melbourne: CSIRO Publishing
- Rothe A, Weis W, Kreutzer K, Matthies D, Hess U, Ansorge B: Changes in soil structure caused by the installation of time domain reflectometry probes and their influence on the measurement of soil water. Water Resourc. Res. 1997, 33: 1585-1593. 10.1029/97WR00677.View Article
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