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First published online December 1, 2006; 10.1104/pp.106.089383 Plant Physiology 143:145-155 (2007) © 2007 American Society of Plant Biologists OPEN ACCESS ARTICLE
Helianthus Nighttime Conductance and Transpiration Respond to Soil Water But Not Nutrient Availability1,[W],[OA]Department of Plant Biology, University of Georgia, Athens, Georgia 306027271
We investigated the response of Helianthus species nighttime conductance (gnight) and transpiration (Enight) to soil nutrient and water limitations in nine greenhouse studies. The studies primarily used wild Helianthus annuus, but also included a commercial and early domesticate of H. annuus and three additional wild species (Helianthus petiolaris Nutt., Helianthus deserticola Heiser, and Helianthus anomalus Blake). Well-watered plants of all species showed substantial gnight (0.0230.225 mol m2 s1) and Enight (0.292.46 mmol m2 s1) measured as instantaneous gas exchange. Based on the potential for transpiration to increase mass flow of mobile nutrients to roots, we hypothesized that gnight and Enight would increase under limiting soil nutrients but found no evidence of responses in all six studies testing this. Based on known daytime responses to water limitation, we hypothesized that gnight and Enight would decrease when soil water availability was limited, and results from all four studies testing this supported our hypothesis. We also established that stomatal conductance at night was on average 5 times greater than cuticular conductance. Additionally, gnight and Enight varied nocturnally and across plant reproductive stages while remaining relatively constant as leaves aged. Our results further the ability to predict conditions under which nighttime water loss will be biologically significant and demonstrate that for Helianthus, gnight can be regulated.
It is widely accepted that plants regulate stomatal aperture both to minimize water loss for a given amount of carbon assimilated and to minimize xylem cavitation (Cowan, 1977
Several researchers have speculated that nighttime water loss could enhance nutrient uptake by increasing mass flow of soluble nutrients to plant roots (Snyder et al., 2003
If nighttime water loss increases nutrient acquisition, then plants may benefit from the ability to regulate gnight in response to nutrient conditions. The effects of nitrate availability on gday and Eday have been investigated and are variable (Chapin, 1990
During the day, stomatal conductance is regulated with respect to changing soil water potential and atmospheric demand to minimize use of available water during CO2 uptake and maintain soil-to-leaf hydraulic continuity (Sperry et al., 2002
The magnitude of gnight and Enight may also vary temporally as leaves age or across plant reproductive stages (e.g. prereproductive, reproductive). Field studies have shown that small juvenile plants have higher gday and Eday and lower water use efficiency than larger adults (Donovan and Ehleringer, 1991
Most measures of plant water loss include loss across both the cuticular and stomatal pathways operating in parallel. Because cuticular conductance (gcuticular) is very small compared to daytime conductance through open stomata (gstomata), its contribution to gday has traditionally been ignored. However, when considering much lower magnitude gnight and Enight, cuticular losses may represent a substantial portion of the total measurement. Estimates of gcuticular, ranging from 0.004 to 0.016 mol m2 s1, have been derived from gas exchange measurements of intact leaves where stomatal closure has been induced by either leaf wilting (water stress) or exogenous abscisic acid (ABA) application (Rawson and Clarke, 1988
We examined gnight and Enight in controlled greenhouse studies using wild H. annuus, H. annuus domesticates (commercial cultivar and Hopi domesticate), and a group of closely related wild species (Helianthus anomalus Blake, Helianthus deserticola Heiser, and Helianthus petiolaris Nutt.). Substantial gnight (0.080.10 mol m2 s1) has been reported for H. annuus and H. anomalus in their native habitats (Snyder et al., 2003 Our objective was to investigate issues of regulation and variation in gnight and Enight. Specifically, we addressed three questions: Are gnight and Enight regulated in response to soil nutrient and water availability? Under optimal soil conditions, do gnight and Enight vary nocturnally (within a night) and across leaf lifespan and plant reproductive stage? Finally, is gnight substantially larger than gcuticular when the latter is defined functionally as conductance though the cuticle and maximally closed stomata?
In all nine greenhouse studies (summarized in Table I ; Supplemental Table S1), the four species of wild Helianthus plus domesticated H. annuus and H. annuus Hopi all showed substantial loss of water at night. For sufficiently watered plants, gnight averaged 0.098 mol m2 s1 (range, 0.0230.225) and Enight averaged 1.19 mmol m2 s1 (range, 0.292.46). Where available, gday averaged 0.893 mol m2 s1 and Eday averaged 15.60 mmol m2 s1. VPDl for the gas exchange measurements averaged 1.30 kPa at night and 2.14 kPa during the day.
Response of gnight and Enight to Soil Nutrient and Water Manipulation Six studies applied a soil nutrient treatment, four of which only manipulated soil nitrate (Table I). There was no effect of nutrient limitation on gnight and Enight in any of these studies of Helianthus species (Fig. 1 ; Supplemental Table S1; P > 0.05 for all). The nutrient limitation was substantial enough to significantly reduce vegetative shoot biomass in all six studies (Table II ) and reproductive biomass in the studies where plant growth continued into the reproductive stage (Fall 2003-1 micro- and macronutrient manipulation, P < 0.05 for all species except H. deserticola; Fall 2004-1, Spring 2005, Summer 2005 nitrogen manipulation, P < 0.001; data not shown). Leaf total nitrogen content was also measured in four of the six nutrient manipulation studies. The limited nitrate treatment imposed as a modified Hoagland solution resulted in lower leaf nitrogen content (Table II). Leaf nitrogen was measured in only one study involving total macro- and micronutrient manipulation, and here the limited treatment resulted in significantly lower leaf nitrogen concentrations for H. annuus but not for H. anomalus or H. petiolaris.
In one of the nutrient limitation studies, Fall 2004-1, differences between wild Helianthus species were tested. A significant species effect was found (gnight, F-statistic3,51 = 3.08, P < 0.05; Enight, F3,51 = 3.03, P < 0.05), but a means separation test with Tukey's honestly significant difference showed differences to be minimal and only significant between H. deserticola, with the highest mean gnight and Enight, and H. petiolaris with the lowest (P < 0.05). Four studies applied soil water treatments (Table I): sufficient (maintained near field capacity) and limited. Plants with limited water showed substantially reduced gnight, Enight (P < 0.001), gday, Eday, and photosynthesis (P < 0.050.001; Fig. 2 ; Supplemental Table S1). In the Fall 2004-2 study, gnight and Enight were assessed in both wild H. annuus and H. annuus Hopi, but there was no interaction between accession and response to soil water limitation for these traits (P > 0.05). During Fall 2005-2, xylem pressure potentials were measured at three points though the night and were consistently and substantially lower in the water-limited H. annuus (F1,14 = 30.82, P < 0.001; Fig. 3 ).
Variation in gnight and Enight Nocturnally and across Leaf Lifespan and Plant Reproductive Stages A 24-h time course was measured for H. annuus in Fall 2005-2. gday, Eday, and photosynthesis showed typical patterns, increasing rapidly in the morning and declining during the afternoon. gnight and Enight, though low compared to daytime rates, increased through the night in the sufficiently watered plants despite a small increase in atmospheric VPD (VPDa) though the night (Fig. 3; time effect for gnight and Enight, respectively, F2,11 = 31.2, P < 0.001; F2,11 = 32.37, P < 0.001). In addition to instantaneous gas exchange measures, gravimetric measures were used to estimate total Enight and total Eday during the same time period. Enight of sufficiently watered plants was 0.86 (SE = 0.10) for instantaneous gas exchange and 0.22 (SE = 0.01) mmol m2 s1 for gravimetric measures. These rates were 5.7% and 6.5%, respectively, of the daytime rates measured by the same methods. Measures of Enight and Eday made with instantaneous and gravimetric methods were correlated (Enight r2 = 0.78, P < 0.001, and Eday r2 = 0.87, P < 0.001; Spearman rank correlations). During this same night and day period, average VPDa in the greenhouse was 0.6 kPa (SE = 0.02) and 1.5 kPa (SE = 0.12), respectively. Repeated measures of gnight and Enight were also made on sufficiently watered H. annuus in the Fall 2004-1 study and showed similar trends to those documented in 2005 (Fig. 3). gnight and Enight increased through the night (time effect, respectively: F2,29 = 145.84, P < 0.001; F2,29 = 358.69, P < 0.001) despite increasing VPDa, and these trends were not affected by nitrate treatment (P > 0.5). The effect of leaf aging on gnight and Enight was initially assessed in the Spring 2005 study. Repeated measures of gnight and Enight were made on the same leaves of H. annuus across 4 weeks, starting when leaves were recently fully expanded. Start dates for the 4-week measurement sets were staggered across several weeks and used in the analysis to account for random environmental variation between nights. There was no decline in gnight or Enight due to leaf aging (F1,321 = 0.83, P > 0.3; F1,321 = 0.57, P > 0.4, respectively; Supplemental Table S1). In the Fall 2005-1 study, leaf age effects were further assessed by comparing a young fully mature and older fully mature leaf of the same plant using sufficient nitrate treatment, 10-week-old plants. Here again, gnight and Enight did not differ with leaf age (t14 = 1.21, P = 0.2; t14 = 1.22, P = 0.2, respectively). The effect of plant reproductive stage on gnight and Enight was assessed in the Fall 2005-1 study. For H. annuus, plant reproductive stage affected gnight and Enight under both sufficient and limited nitrate availability (F2,46 = 17.45, P < 0.001; F2,46 = 15.96, P < 0.001, respectively; Fig. 4 ; Supplemental Table S1). Prereproductive plants (5.5 weeks old) had higher gnight and Enight than did reproductive plants (10 or 15.5 weeks old).
The Contribution of gcuticular to gnight During the Fall 2004-1 and Spring 2005 studies, gcuticular, functionally defined as water loss though the cuticle with stomata at maximal closure, was measured on excised, wilted leaves. In Fall 2004-1, gnight (stomatal and cuticular conductances combined) was higher than gcuticular for all four wild Helianthus species (Fig. 5 ). In Spring 2005, gnight was again higher than gcuticular (Fig. 5). In both studies, gcuticular measured on leaves was higher than instrument error (P < 0.001), which averaged 7.5 x 106 mol m2 s1 during gcuticular measurements. During Spring 2006, gcuticular was measured on intact leaves of plants infused with exogenous ABA into the xylem. gcuticular was lower than gnight measured on intact leaves of control plants for both wild H. annuus and domesticated H. annuus (Fig. 5).
Looking across all three studies, gcuticular for wild H. annuus ranged from 0.013 to 0.023 mol m2 s1 and there was good agreement between measures made with the two different techniques (Fig. 5). Of the other three wild species, only the estimate of gcuticular for H. deserticola was substantially larger than the range for H. annuus. Not considering H. deserticola, calculated gstomata for wild Helianthus was on average 5 times greater than gcuticular.
The Helianthus gnight reported here for greenhouse-grown plants (0.0230.225 mol m2 s1) are within the range reported for two of these species in their native habitats (Snyder et al., 2003 In the Fall 2005-2 study, gravimetric measures were compared to instantaneous measures of transpiration. The gravimetric measures were approximately 4-fold lower, reflecting their integration over the entire night or day period, whereas instantaneous measures were timed to capture maximal Enight and Eday rates. However, there was a strong correlation between the two measurement techniques. Additionally, the percentage total Enight of total Eday measured gravimetrically over the 24 h gave an estimate of 6%, which agreed well with the 5% estimate from instantaneous gas exchange measures during the same day/night period. This added validity to our estimates based on instantaneous measures.
We hypothesized that regulation might occur for increased gnight under limited nutrient conditions to increase bulk flow of soil solution to the roots and reduce the development of a nutrient depletion zone in the rhizosphere. Although the soil nutrient limitations were sufficient to limit shoot and reproductive biomass and generally to reduce leaf nitrogen concentration, they did not affect gnight and Enight in any of the wild Helianthus species or in domesticated H. annuus. Thus, for Helianthus, there is no evidence of nighttime stomatal regulation in response to soil nutrient limitations. Contrary to our Helianthus results, we have evidence that other species do respond to soil nutrient limitations imposed while controlling for plant water status, some with higher gnight (Distichlis spicata, Populus balsamifera subsp. trichocarpa) and others with lower gnight (Arabidopsis [Arabidopsis thaliana]; M. Caird and A. Howard, unpublished data). A broader range of species needs to be tested to support any generalizations. The variable response of gnight to nutrient limitation may involve the same mechanisms that are currently being investigated for gday responses, such as ABA, pH, and cytokinin signals (Dodd et al., 2003
Whether or not a species regulates gnight in response to soil nutrients, a plant that is transpiring at night may have increased uptake of nutrients such as nitrate. McDonald et al. (2002)
gnight and Enight did decline in response to water limitations that were generally sufficient to decrease leaf predawn xylem pressure potential, gday, Eday, and photosynthesis. Declines were such that gnight in the limited water treatments was generally within the range we recorded for functionally defined gcuticular. For three of the four studies, the water limitation was short term and consisted of withholding water just prior to measurements on fully mature leaves, so that the effect on gnight could not be due to a long-term change in leaf structure, stomatal density or size, or cuticle. The decline in gnight and Enight due to water limitation demonstrates that guard cell regulation of nighttime water loss is possible, analogous to daytime regulation of water loss in response to soil drying. Our results agree with previous results showing lower gnight associated with decreased plant water status in Hibiscus cannabinus (Muchow et al., 1980
Assessing temporal variation is necessary for interpreting the significance of instantaneous leaf-level measures of gnight and Enight. We complemented single instantaneous measures on most recently fully expanded leaves of mature plants with studies that assessed variation nocturnally, across leaf lifespan, and across plant reproductive stages. Beginning with nocturnal variation (across a single night), repeated measures during the night in two studies both showed a significant increase in gnight and Enight. A similar gradual increase in gnight has been observed in several other species, including Arabidopsis, desert shrubs, and trees (Lasceve et al., 1997
When gnight was measured across three nocturnal time points for sufficiently watered H. annuus in Fall 2005-2, the increase in gnight was associated with an increase in VPDa, although of small magnitude (from approximately 0.50.7 kPa; Fig. 3). Thus, over this range of VPDa, the correlation between gnight and VPD was not the negative relationship expected from daytime VPDa responses (Franks and Farquhar, 1999
We assessed variation in gnight and Enight across entire leaf lifetime. In contrast to Cechin and Fumis (2004)
To generalize across plant life stages, we investigated variation in gnight and Enight across plant reproductive stages, controlling for leaf age. Prereproductive H. annuus showed significantly higher gnight and Enight than individuals that were flowering or setting seeds. Our results are consistent with those of Grulke et al. (2004)
Young plants, during rapid vegetative growth, expend a large portion of respiratory energy on nutrient uptake, and this proportion generally declines as plants age (Marschner, 1995
Measures of gnight and Enight include cuticular and stomatal pathways in parallel, yet only water loss through stomata, at an aperture greater than maximal possible closure, may be subject to guard cell regulation. For all wild Helianthus species except H. deserticola, gstomata was 5 times greater than gcuticular, suggesting that most nighttime water loss can be regulated. With the exception of the extremely high gcuticular for H. deserticola, which deserves further investigation, the remaining gcuticular for Helianthus were in the upper range of those reported in the literature using comparable techniques (Rawson and Clarke, 1988
Although our tests of gnight responses to nutrients and water occurred within each study, and cross study comparisons were not preplanned, the study differences in maximum gnight deserve some comments. For wild H. annuus in the nutrient and water manipulation studies, gnight of sufficiently watered plants ranged from 0.04 to 0.12 mol m2 s1 (Figs. 1 and 2; Supplemental Table S1). Because studies were conducted in different seasons and years, some of the variation may have been due to differences in the growth environment and to VPDl differences during the nights and days of gas exchange measurements. However, the study with the lowest gnight (Fall 2005-1) did not stand out as having the highest VPDl on the night or accompanying day of gas exchange measurements or an unusual VPDa across the growth interval of the study. It is possible that using study means obscures a specific time interval where VPDa affected leaf development and maximum gnight, but there are many other potential contributing factors. We recommend more exploration of growth environment (temperature, humidity, CO2 levels, light quantity and quality, plant nutritional status, growth medium, etc.) on leaf structure, stomatal density and size, cuticular properties, and maximum gnight (Hetherington and Woodward, 2003 Across multiple studies, we demonstrate substantial gnight and Enight in Helianthus wild species and domesticates. For Helianthus, nighttime water loss occurs largely through stomata and is regulated in response to plant water stress but not soil nutrient availability. Additionally, Helianthus gnight varies nocturnally and across plant reproductive stages but does not vary for individual leaves as they age. More research is needed to test the commonality of these findings in plants of various life histories and native to diverse habitats. Building generalities for variation and regulation of gnight and Enight is necessary for predicting the conditions under which nighttime water loss will be biologically significant.
The objectives were addressed in nine greenhouse studies carried out at the Biological Sciences Plant Growth Facility at the University of Georgia, Athens (Table I). The studies included four wild annual Helianthus species (Helianthus annuus, Helianthus anomalus Blake, Helianthus deserticola Heiser, and Helianthus petiolaris Nutt.), commercial H. annuus cv Gray Stripe (referred to as H. annuus domesticate), and the Hopi domesticate of H. annuus (referred to as H. annuus Hopi). Achenes of the four wild Helianthus species were collected in Juab County, Utah, except for the H. annuus from Keith County, Nebraska used in the Fall 2003-2 and Fall 2004-2 studies, and the H. petiolaris collected in Washington County, Utah. The achenes of H. annuus domesticate used in Fall 2003-2 and Spring 2006 studies were obtained from Carolina Biological. The achenes of H. annuus Hopi (PI 432504 NPGS accession) used in the Fall 2004-2 study were originally collected from Shungopovi Village, Hopi Indian Reservation, Navajo County, Arizona. The wild Helianthus species and the H. annuus Hopi achenes were germinated in petri dishes and transferred to pots after the seedlings developed root hairs. The H. annuus domesticate achenes were sown directly into the study pots. The study pots (2025 cm diameter) contained a mix of sand and Turface (fritted clay, Profile Products), except for the Fall 2003-1 and Fall 2003-2 studies that used all sand. All plants were grown in a greenhouse with natural daylight supplemented to 12 to 14 h with metal-halide lamps. Temperatures were generally set to be at or above 26°C (day) and 16°C (night). For the six studies that had greenhouse weather available for the growth interval (Fall 2004-1, Fall 2004-b, Spring 2005, Summer 2005, Fall 2005-1, and Spring 2006), the average night VPDa and day VPDa across studies (n = 6) was 0.88 (SE = 0.11) and 1.57 (SE = 0.10) kPa, respectively.
Nutrient treatments manipulated either total macro- and micronutrients (slow-release fertilizer, Osmocote Plus, Scotts-Sierra Horticultural Products) or manipulated just nitrogen (available only as nitrate). The latter was achieved with thrice weekly applications of a modified Hoagland solution containing 140 or 7 µg mL1 nitrogen as nitrate. The sufficient and limited nitrate Hoagland solutions contained equal amounts of potassium (176 µg mL1 K) and phosphorus (31 µg mL1 P). Additional macronutrients were calcium (50 µg mL1 in high; 10 µg mL1 in low), sulfur (8 µg mL1 in high; 120 µg mL1 in low), and magnesium (55 µg mL1 in high; 6 µg mL1 in low). Micronutrients included: Cl (0.443 µg mL1), B (0.068 µg mL1), Mn (0.027 µg mL1), Zn (0.033 µg mL1), Cu (0.008 µg mL1), Mo (0.012 µg mL1), and Fe (0.698 µg mL1 as FeEDTA). In the three studies without a nutrient treatment, the plants received either the high nitrate Hoagland solution or weekly application of 20:10:20 NPK soluble fertilizer (Peter's Peat-Lite Special, Scotts-Sierra Horticultural Products). The soil water treatments consisted of supplying plants with ample water to maintain soils near field capacity (sufficient) and limiting the soil water availability (limited) either just prior to gas exchange measures or as a sustained treatment throughout the study. The limitation of soil water availability prior to gas exchange measures consisted of withholding water until visual wilting and depression of daytime gas exchange rates were achieved. The sustained water limitation in the Fall 2003-2 study consisted of watering every 4 to 5 d, beginning 2 weeks after germination. For the Fall 2005-2 study, leaf predawn xylem pressure potentials were sampled to accompany gas exchange measurements using a pressure chamber (Soil Moisture Equipment).
Leaf level measurements of daytime and nighttime gas exchange were made with a portable photosynthesis system (LI-6400, LI-COR). Measurements were made on a young fully expanded leaf of each plant, except when testing leaf age effects in the Spring 2005 study. The chamber light level was set to be 0 or 2,000 µmol m2 s1 during the night and day, respectively. To view equipment and plants at night, we used green safety headlamps with intensity not detectable by an LI-190 sensor (0 µmol m2 s1 photosynthetic photon flux density (LiCor) to avoid promoting stomatal opening. During the Fall 2004-1 study and part of the Spring 2005 study, leaves of some species were too small for the standard chamber, and an Arabidopsis (6400-15, LiCor) chamber was used. This chamber lacks an internal light source, and daytime measurements were therefore only taken on sunny days when photosynthetically active radiation exceeded 1,500 µmol m2 s1. For both chambers, air temperature was set to ambient, and CO2 was supplied at 400 µmol mol1. Flow was set to 125 to 200 µmol s1 at night and 700 µmol s1 during the day. Chamber fan speed was set to high. To partially compensate for removal of the boundary layer due to the chamber mixing fan, chamber relative humidity was manually manipulated to a target 5% to 10% above ambient (assessed with open chamber). The standard chamber directly measures leaf temperature, and before every set of measurements, the leaf thermocouple was checked to ensure it was reading accurately to within 0.1°C. Sample and reference infrared gas analyzers were matched prior to every plant for nighttime measurements. Measurements were also made with an empty chamber or with dry paper in the chamber every four to six leaf measures to assess instrument error. Averaged by study, estimates of instrument error obtained with the standard or Arabidopsis chamber at night yielded values for g from 0.001 to 0.016 mol m2 s1, which was always substantially lower than plant measures. Plant measures were logged when readings were stable and typically within 1 to 2 min of clamping onto the leaf. Whenever possible, leaves were chosen that would fill the leaf chamber (6 cm2 for standard chamber; 0.8 cm2 for Arabidopsis chamber). When leaves that did not fill the chamber were used, all leaves in the measurement set (including those that filled the chamber) were marked before removal from the chamber to indicate placement of the chamber gaskets. The following day, gas exchange leaves were cut to remove all area that was not inside the chamber and scanned (Winfolia, Regent Instruments) to determine area. Leaves that did not fill the chamber were used in the Arabidopsis chamber in Fall 2004-1 (minimum area 0.45 cm2) and in the standard chamber in Fall 2005-1 (minimum area 4.5 cm2). Daytime measurements were typically made between 9 AM and 2 PM, and nighttime measurements were typically made between 1 AM and the beginning of astronomical twilight (sun 12° below the horizon). Measures made at three times spaced though the night confirmed that this period captured maximum gnight but was well before a predawn stomatal opening would occur. In the Fall 2005-2 study, nighttime water loss was measured both instantaneously using the LI-6400 as well as gravimetrically. Gravimetric measures of transpiration made over a 24-h time span were achieved by sealing the pot and root system in a bag, bagging all flower heads, and weighing at the beginning and end of the day and night periods. To obtain water loss per area, all leaves were harvested the following day, and total leaf area was measured using a LI-3100 leaf area meter (LiCor).
gcuticular was defined functionally as conductance through the cuticle and stomata at maximum closure induced by either leaf wilting (water stress) or exogenous ABA application. As such, it includes both water loss through the cuticle and water loss through stomata at minimum aperture. The conductance provided by the LI-6400 (gnight or gday in this study) is a total of both gcuticular and gstomata in parallel. Stomatal conductance at night was calculated as gnight minus gcuticular (Nobel, 2005
Cuticular water loss for excised, wilted leaves was estimated both by weighing (Rawson and Clarke, 1988
gcuticular and Ecuticular were also measured on leaves for which stomatal closure had been induced by exogenous ABA application. ABA was fed into the xylem sap of sufficiently watered plants (Borel et al., 2001
In most of the nutrient treatment studies, leaves used for gas exchange were collected after measurement, dried, ground, and analyzed for nitrogen content (Carbo Era NA 1500 CN analyzer). When a factorial design of water and nutrient treatments was present, only the plants in the high water treatment were analyzed for leaf nitrogen. In the Fall 2004-1 study, gas exchange measurements were made on two dates per plant, and these two leaves were combined for analysis of nitrogen content.
Plants were generally harvested after reaching reproductive maturity and when plants began to show shoot senescence. Plants in the Fall 2003-2, Fall 2005-2, and younger age classes in Fall 2005-1 studies were harvested before or shortly after the appearance of first flower. Plant shoots were divided into vegetative and reproductive components, dried at 60°C, and weighed.
Experiments were either complete randomized block designs or completely randomized (Table I). When gas exchange measurements were made across several days and nights, plants were grouped by block so that random effects due to night of measurement (e.g. VPDa) were accounted for by the block effect. Measurements of different species or treatments made in one night and block were randomized to avoid confounding treatment results with effects of circadian rhythm or changing VPD though the night. Most data were analyzed using a mixed-model ANOVA, with block treated as a random effect (PROC MIXED; SAS Institute, 2004, version 9.1) or with a general linear model ANOVA when blocking was not present (Fall 2005-2 study; PROC GLM; SAS Institute, 2004, version 9.1). In some cases, plant death, outliers, or difficulties with treatment application (e.g. ABA application, Spring 2006) resulted in an unbalanced design. When additional tests only involved two levels of a single variable, paired or independent t tests were used as appropriate. The Fall 2004-1 and Fall 2005-2 studies included repeated gas exchange measures during a 24-h period, and these data were analyzed in a repeated-measurement mixed model in PROC MIXED with an unstructured covariance matrix. In all analyses, variables were log transformed when necessary to approach model assumptions of normality of residuals and homogeneity of variance.
The following materials are available in the online version of this article.
The authors thank A. Tull, M. Boyd, M. Gebremedhin, F. Ludwig, M. Spharago, S. Howard, and B. Brouillette for assistance in the greenhouse, and J.H. Richards for comments on earlier drafts. Received September 2, 2006; accepted November 22, 2006; published December 1, 2006.
1 This work was supported by the National Science Foundation (grant nos. 0416627 to L.A.D. and 0416581 to J.H.R.). The author responsible for distribution of materials integral to the findings presented in this article in accordance with the policy described in the Instructions for Authors (www.plantphysiol.org) is: Ava R. Howard (ahoward{at}plantbio.uga.edu).
[W] The online version of this article contains Web-only data.
[OA] Open Access articles can be viewed online without a subscription. www.plantphysiol.org/cgi/doi/10.1104/pp.106.089383 * Corresponding author; e-mail ahoward{at}plantbio.uga.edu; fax 7065421805.
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