Abstract

Understanding the responses of cork oak (Quercus suber L.) to actual and predicted summer conditions is essential to determine the future sustainability of cork oak woodlands in Iberia. Thermal imaging may provide a rapid method for monitoring the extent of stress. The ecophysiology of cork trees was studied over three years. Three treatments were applied by means of rainfall capture and irrigation, with plots receiving 120%, 100%, or 80% of natural precipitation. Despite stomatal closure, detected using both thermal imaging and porometry, leaf water potential fell during the summer, most drastically during the third year of accumulative stress. The quantum efficiency (ΦPSII) and the maximum efficiency FV/FM of photosystem II also fell more intensely over the third summer, while non-photochemical quenching (NPQ) increased. The reduced precipitation treatment sporadically further reduced leaf water potential, stomatal conductance (gs), IG (an index of gs derived from thermal imaging), ΦPSII, and FV/FM, and increased leaf temperature and NPQ. It is concluded that these are very resilient trees since they were only severely affected in the third year of severe drought (the third year registering 45% less rainfall than average), and removing 20% of rainfall had a limited impact.

Introduction

Evergreen oak woodlands are silvo-pastoral ecosystems of ecological and economic importance in the western Mediterranean, especially in the Iberian Peninsula. They are characterized by a sparse tree layer, mainly dominated by species such as Quercus ilex subsp. rotundifolia Lam. (holm oak) and Quercus suber L. (cork oak), growing over a shrub or a herbaceous layer (Bugalho et al., 2009).

Adult cork oak trees are evergreen as their leaves from the previous year usually abscise along with the spring growth flush of new leaves. A second but less intense growth flush often occurs in autumn (Pereira et al., 1987). To remain functional throughout the summer, tissue water status must be controlled. Stomatal closure is the main mechanism in evergreen Mediterranean tree species for regulating transpirational water loss and avoiding dehydration damage to cells and tissues (Martínez-Vilalta et al., 2002). Concurrent with stomatal closure, and also with a slight reversible depression of photochemical efficiency associated with short-term changes in the xanthophyll cycle (reversible de-epoxidation), Q. suber leaves undergo a midday depression of photosynthesis (Faria et al., 1996). Photosynthesis is further down-regulated over the course of the dry season (Faria et al., 1996, 1998). Shedding of leaves or even branches may occur, but only during extreme summer drought, favouring the maintenance of water in the remaining parts of the plant (Chaves et al., 2003). Such mechanisms for withstanding drought in summer are crucial for tree survival in the Mediterranean environment.

Climate change scenarios suggest an exacerbation of spring and summer moisture deficits in the Mediterranean region (IPCC-WGI, 2007). Already, spring precipitation is significantly lower, and inter-annual variability of winter precipitation and the frequency of droughts significantly higher, than in the 1970s (Luterbacher et al., 2006; Miranda et al., 2006). While it is known that under current conditions Q. suber experiences stress during the summer months, the impact of a further reduction in precipitation, as predicted in the future, is unknown. Preventing a percentage of precipitation from reaching the soil is an experimental technique currently being used in a range of studies in temperate (Osorio et al., 1998) and tropical forests (Nepstad et al., 2002; Fisher et al., 2006) to explore the impact of such a reduction in precipitation. For example, in the Amazon forest a decline in gross assimilation was observed during the two treatment years as a result of a combination of physiological responses to short-term drought (P Meir et al., unpublished results). The impact on the leaf physiology of Q. suber in such an experiment is reported here and it is the first time this type of experiment has been conducted with this important and vulnerable species.

Stomatal closure is an indicator of plant water stress and has been useful for monitoring the response of key species to environmental change. Transpiring leaves are cooler than leaves with closed stomata (therefore without transpirational cooling). Leaf or canopy temperature can be assessed remotely by thermal imaging (Jones, 2004). Indices have been developed that relate leaf or canopy temperatures to the temperatures of selected reference surfaces under the same conditions of air temperature, radiation, and wind speed. Such indices remove the effect of influences other than stomatal conductance on leaf temperature and hence are used to indicate increases or decreases in stomatal conductance (Jones, 1999). Use of such indices has opened up the possibility of using thermal imaging for irrigation scheduling (Jones et al., 2002; Grant et al., 2007). Without a reference, an increase in the canopy temperature of a crop could relate to increased stress, or could relate to increased air temperature. Comparison with a non-water-stressed crop, however, allows calculation of a Crop Water Stress Index (Idso, 1982). Since a non-water stressed crop is not always available, much effort has been devoted to finding alternative references, with Jones (1999) using ‘wet’ and ‘dry’ leaves to calculate either a Crop Water Stress Index or an index proportional to stomatal conductance. These ‘leaves’ may be artificial, for example, wet and dry filter paper, or may be freshly cut leaves, artificially forced to show maximum (spraying with water) and minimum (covering the stomata in e.g. petroleum jelly to prevent transpiration) stomatal conductance, thus acting as wet and dry references, respectively (Jones et al., 2002). The best choice of reference depends on the crop and environment (Grant et al., 2006), and the differing properties of leaves or branches as compared with whole plant canopies can mean that reference canopies are more suitable references than cut leaves, even if the reference canopies are used as indicators of relatively high and low stomatal conductance (where it is impossible to maintain any section of the canopy with no water stress or with complete stomatal closure), rather than the extremes (Grant et al., 2007). Indeed, some authors have chosen to avoid the use of either plant canopies or leaves, or leaf-like references (e.g. filter paper of a similar size), and instead used alternatives such as the temperature of cloth in a basin of water to estimate the wet reference (Möller et al., 2007), and air temperature plus 5 °C to estimate the dry reference (Cohen et al., 2005). Where sufficient meteorological data are available, stomatal conductance can be estimated from leaf temperature using energy budget equations, without the need for any references (Leinonen et al., 2006). A completely different approach would be to use temperature variability within a canopy as an indicator of crop stress, as suggested by Fuchs (1990), the principle being that stomatal conductance has the greatest impact on leaf temperature when stomata are open, but when stomata close the differing leaf orientations in a canopy with random leaf orientation will result in a wide range of leaf temperatures within the canopy.

While much of the emphasis in applying thermal imaging under field conditions has been on irrigation scheduling, thermal imaging has also been applied to modelling regional fluxes of water (Anderson et al., 2008), and, given the close coupling of stomatal conductance and photosynthesis, holds potential for modelling carbon dioxide fluxes (Zhan and Kustas, 2001). Recently, thermal imaging has been applied to the calculation of a crop water stress index for olive trees (Ben-Gal et al., 2009). Hand-held thermal imaging, has not, however, been applied to date to monitoring responses of trees in natural or semi-natural habitats to environmental stress.

The objectives of this work were to determine whether an artificially imposed reduction in precipitation alters the physiological resilience of Q. suber trees to cumulative summer stress conditions, using hand-held thermal imaging and other measures of stomatal and photosynthetic performance.

Materials and methods

Experimental conditions

Field experiments were conducted between 2003 and 2005 on the University of Évora's Mitra Campus (38°31′40″ N, 8°01′23″ W), 12 km south-west from Évora city in southern Portugal. The experimental site is exposed to a Mediterranean mesothermic humid climate characterized by hot and dry summers and cool and humid winters (Reis and Gonçalves, 1987). Long-term average meteorological data (1951–1990) for this area show that precipitation is mainly distributed between October and May, with average annual precipitation of 665 mm (see Otieno et al., 2006). Maximum temperatures occur in August, with an average annual maximum of 21.5 °C and annual mean of 15.4 °C. The experimental site consists of 0.26 ha (46 m×60 m) with Q. suber, planted in 1988, as the only tree species. Twenty-seven Q. suber trees, of 5 m height on average, were selected for monitoring.

During the summer of 2003, seasonal variation in the physiology of the selected trees was determined under ambient conditions. From November 2003 onwards, in accordance with predictions of a 20% reduction in precipitation (Miranda et al., 2006), an experiment was designed to establish a ‘Dry’ treatment (preventing 20% of precipitation reaching the soil using plastic to cover 20% of the soil surface, installed at a height of 0.3−1.6 m), an ‘Ambient’ treatment (with full natural rainfall) and a ‘Wet’ treatment (adding the 20% of precipitation removed from the Dry treatment). Each treatment was replicated randomly within each of three blocks, with physiological data being recorded in three trees per treatment per block. A block design was used to take into account potential variation down the slope (a 10 m altitude difference exists within the site) on which the experimental site was located. Water collected from the Dry treatment was redistributed, along with additional water from a reservoir, onto the Wet treatment plots via irrigation pipes with drip emitters, so that the Wet treatment received 120% of ambient precipitation. These irrigation pipes were covered in similar plastic covers as used in the Dry plot to ensure that a similar effect of covering 20% of the ground area occurred in both these contrasting treatments. The autumn and winter of 2004/2005 was very dry and therefore the Wet treatment was supplied with additional water during the period July 2004 to June 2005 (126% of the rainfall occurring in the Ambient treatment).

Meteorological conditions and soil moisture content

Meteorological conditions were recorded at a meteorological station located 1 km from the study site. Volumetric soil moisture content was measured with Echo probes (Decagon Echo2 EC20, Decagon Devices Inc., Pullman, USA) in 2004 and with profile probes (PR2/6, Delta-T Devices Ltd, Burwell, Cambridge, UK) in 2005.

Leaf water potential

Leaf water potential (Ψl) of two leaves of the outer part of the canopy per tree (nine trees per treatment) was measured using a pressure chamber (model 1000, PMS Instruments, Albany, Oregon, USA) at predawn and at midday each year.

Thermal imaging and stomatal conductance

In 2003 thermal images of one leaf on a branch facing south and one leaf on a branch facing north were captured on nine trees per day, on three consecutive days (so that all 27 trees were measured). In 2004 and 2005, clusters of leaves on a south-facing branch of each tree were imaged. In 2003 and 2004 measurements were performed at 10.00 h and 14.00 h, whereas in 2005 only one series of images starting at 10.00 h was captured on any given day, with measurements repeated on two consecutive days.

Images were taken with a thermal imager (IR Snapshot 525, Infrared Solutions, Minneapolis, USA) that operates in the wavebands 8–12 μm, has a thermal resolution of 0.1 °C, and produces pictures with a spatial resolution of 120×120 pixels. The imager was held perpendicular to the area being imaged, at a distance of approximately 1.5 m. For each series of measurements, the background temperature was determined as the temperature of a crumpled sheet of aluminium foil in a similar position to the leaves of interest. Emissivity was set at 0.96 (see review by Jones, 2004).

Dry and wet references were used to mimic leaves with fully closed and fully open stomata, respectively (Jones et al., 2002). These references consisted of a sheet of filter paper sprayed regularly with deionized water to maintain moisture (wet reference), and a leaf covered in petroleum jelly (dry reference) in 2003. In 2004 and 2005, branches were cut from a Q. suber canopy prior to measurements and placed close to the leaves of interest: a branch sprayed with water acted as the wet reference and a branch with the leaves covered in petroleum jelly on both sides acted as the dry reference (Fig. 1). The temperatures of these references were obtained (Tdry and Twet) and used in conjunction with leaf temperature (Tleaf) to calculate the thermal index IG: 
graphic
This index is theoretically proportional to stomatal conductance (gs) (Jones, 1999).
Fig. 1.

An example of a thermal image and the corresponding digital image of a branch on a Q. suber tree and two reference surfaces (dry and wet), taken using a thermal camera and a digital camera.

Fig. 1.

An example of a thermal image and the corresponding digital image of a branch on a Q. suber tree and two reference surfaces (dry and wet), taken using a thermal camera and a digital camera.

Thermal images were corrected for spatial calibration drift by subtracting corresponding reference images of an isothermal surface (Jones et al., 2002), and analysed in SnapView Pro software (Infrared Solutions, Minneapolis, USA).

Stomatal conductance (gs) of the leaves imaged in 2003 and of three leaves in the area imaged in 2004–2005 was measured with a steady-state porometer (Li-Cor 1600, Li-Cor, Nebraska, USA), immediately after each image was captured (2003 and 2005), or after a whole set of images (2004).

Chlorophyll a fluorescence

Chlorophyll a fluorescence parameters were measured using a PAM 2000 system (H Walz, Effeltrich, Germany) in recently matured leaves on the outside part of the tree canopy (three leaves per branch, two measurements per leaf), under ambient conditions. Measurement of basal fluorescence (F0) and maximal photochemical efficiency of photosystem (PS) II (FV/FM) was performed before dawn. Photochemical quenching (qP), and non-photochemical quenching (NPQ), estimation of the quantum yield of photosynthetic non-cyclic electron transport (ΦPSII), and PSII efficiency of energy conversion (FV/FM) were determined at 10.00 h and 14.00 h, on both north-west and south-east-facing branches until April 2005, and thereafter on south-east-facing branches only.

Data analyses and statistics

The significance of correlations was determined by Spearman correlation analysis. The effects of treatments were analysed by one-way ANOVA using a randomized block design. Analysis of variance of repeated measures (ANOVAR) was used to assess the significance of treatments over time, for example, along a season, to take into account that the same plants were measured through a season. Two-way ANOVA was used to determine the impact of year and treatment on August 2004 and August 2005 data. Mean values per plant were used in data analysis for all the physiological measurements. Data analysis was carried out using Genstat software (version 9.1, Rothamstead Experimental Station, UK).

Results

Environmental conditions

During the course of this study, summer air temperatures and vapour pressure deficits were very high, accompanied by high photosynthetically active radiation (PAR) (Fig. 2). A heat-wave (with day-time air temperatures reaching more than 40 °C) occurred in late July and early August 2003. May to September was very dry in 2003 and 2004. There was little rainfall during the hydrological year of 2004–2005 i.e. from October 2004 to September 2005: total precipitation was 45% below the long-term mean, making it the driest episode recorded in the last 140 years in the south-western Iberian Peninsula (García-Herrera et al., 2007).

Fig. 2.

Monthly precipitation (bars) and average air temperature (points) (A) and vapour pressure deficit of the air (VPD, B), and average daytime (dawn to dusk) photosynthetically active radiation (PAR, C) over the course of the experiment through 2003 to 2005 at a meteorological station located 1 km from the study site (38°32′ N, 7°54′ W, 309 m asl).

Fig. 2.

Monthly precipitation (bars) and average air temperature (points) (A) and vapour pressure deficit of the air (VPD, B), and average daytime (dawn to dusk) photosynthetically active radiation (PAR, C) over the course of the experiment through 2003 to 2005 at a meteorological station located 1 km from the study site (38°32′ N, 7°54′ W, 309 m asl).

Soil moisture fell during the spring of 2004, but was not affected by the different irrigation treatments (Fig. 3). In 2005 a significant effect of treatment was found on soil moisture content at 10 cm and 20 cm depth (P <0.02; Fig. 3A, B), although not at deeper layers (40–100 cm) (Fig. 3C–F). Even at 10 cm and 20 cm depth, after the autumn rains soil moisture content in the Ambient and Dry treatments recovered to similar values seen in the Wet treatment (Fig. 3A, B). Up until that point, at 20 cm depth, soil in the Wet treatment was significantly wetter than in either of the other treatments through the entire year; at 10 cm depth this was the case from late May onwards, but earlier in the year soil in the Ambient treatment sometimes had a similar moisture content to that in the Wet treatment.

Fig. 3.

Volumetric soil moisture content in the top 10 (A), 20 (B), 30 (C), 40 (D), 60 (E), and 100 (F) cm of soil during 2004 and 2005. Data points represent means ±SE; n=2 in 2004 and n=9 in the Wet and Dry treatments and n=7 in the Ambient treatment in 2005.

Fig. 3.

Volumetric soil moisture content in the top 10 (A), 20 (B), 30 (C), 40 (D), 60 (E), and 100 (F) cm of soil during 2004 and 2005. Data points represent means ±SE; n=2 in 2004 and n=9 in the Wet and Dry treatments and n=7 in the Ambient treatment in 2005.

Plant water status

Predawn Ψl fell over the course of the summer in all years (Fig. 4A), with particularly low values in late August 2005. Midday Ψl showed little change between early and late summer in 2003, but dropped noticeably over the course of the summer in the following two years (Fig. 4B), with particularly low values being reached in August 2005. A significant effect of treatment was found at predawn only in June and July 2005 (P=0.038 and 0.017, respectively), when trees in the Wet treatment had the highest Ψl. Two-way ANOVA showed a significant reduction in predawn Ψl in August 2005 (P <0.001) compared with August 2004, but no overall effect of treatment. Treatments did not have a significant effect on midday Ψl.

Fig. 4.

Seasonal variation in predawn (A) and midday (B) leaf water potential (Ψl) on south-facing branches, and in the thermal index IG at 10.00 h (C) and 14.00 h (D) for branches facing south (closed symbols) and north (open symbols). Data points represent means ±SE (n=27 in 2003 and n=9 in 2004–2005, except for midday Ψl in 2005, when n=5); data over three consecutive days are pooled for IG in 2003. A significant effect of irrigation treatment (P <0.05) is indicated by an asterisk directly below the data points.

Fig. 4.

Seasonal variation in predawn (A) and midday (B) leaf water potential (Ψl) on south-facing branches, and in the thermal index IG at 10.00 h (C) and 14.00 h (D) for branches facing south (closed symbols) and north (open symbols). Data points represent means ±SE (n=27 in 2003 and n=9 in 2004–2005, except for midday Ψl in 2005, when n=5); data over three consecutive days are pooled for IG in 2003. A significant effect of irrigation treatment (P <0.05) is indicated by an asterisk directly below the data points.

Stomatal conductance for a given branch orientation and time of day tended to fall between early and late summer, and was only significantly affected by treatment on 14 August 2004 (south-facing branches, P=0.049, data not shown).

Thermal imaging

IG measured in the afternoon fell over the course of the summer in 2003, as did IG measured in the morning on south-facing branches (Fig. 4C, D). In 2004, little variation between dates was seen in IG. In 2005, IG differed substantially between consecutive dates in May, and again in July, but, in general, fell over the course of the summer. 2003 values of IG are less reliable than for 2004–2005, because the wet filter paper used for Twet in 2003 sometimes had a higher temperature than the leaf.

Tleaf at 10.00 h on south-facing branches on 14 August 2004 was significantly affected by treatment (P=0.018), reflecting the effect of treatment on gs at that time on the same branches: leaves in the Wet treatment were significantly cooler than those in either the Ambient or Dry treatments (data not shown). This was also the case on two dates in 2005 (24 May and 18 July; P=0.006 and 0.041, respectively). On 14 August 2004 and 18 July and 15 August 2005 there was also a significant effect of treatment on IG (P=0.036, 0.046, and 0.046, respectively). On all three dates the highest IG was found for Wet treatment leaves. Two-way ANOVA showed no significant difference in IG in August 2005 compared with August 2004, and no overall effect of treatment.

gs and IG showed significant correlations for south-facing branches at 10.00 h on 23 September 2003, 30 July and 14 August 2004, and 18 July and 15 August 2005, and at 14.00 h on 9 July 2004 (all r >0.45, P <0.03; examples in Fig. 5). On north-facing branches there were significant correlations between the two measures at 10.00 h on 23 September 2003 and at 14.00 h on 25 June, 23 July, and 19 August, 2003 (all r >0.4, P <0.05). The average IG per treatment per time-point was significantly inversely correlated with Tair, VPD, and global radiation, and positively correlated with soil moisture content, while Tleaf was significantly positively correlated with Tair, VPD, and global radiation, and inversely correlated with soil moisture content (Table 1). Neither Tleaf nor IG was significantly correlated with wind speed.

Table 1.

Correlations between thermal variables and edaphic conditions

Variable Tleaf IG 
Tair 0.849*** −0.520*** 
VPD 0.794*** −0.475** 
Global radiation 0.626*** −0.416** 
Soil moisture at 10 cm depth −0.444** 0.545*** 
Soil moisture at 20 cm depth −0.351* 0.594*** 
Soil moisture at 30 cm depth −0.372* 0.529*** 
Variable Tleaf IG 
Tair 0.849*** −0.520*** 
VPD 0.794*** −0.475** 
Global radiation 0.626*** −0.416** 
Soil moisture at 10 cm depth −0.444** 0.545*** 
Soil moisture at 20 cm depth −0.351* 0.594*** 
Soil moisture at 30 cm depth −0.372* 0.529*** 

Correlation coefficients (r) are based on the averages of each treatment at each time of day on each date of measurement. n=64 except in the case of global radiation, where n=44 on account of data not being available in 2005. Correlations are indicated as significant at P <0.001 (***), P <0.01 (**), or P <0.05 (*).

Table 1.

Correlations between thermal variables and edaphic conditions

Variable Tleaf IG 
Tair 0.849*** −0.520*** 
VPD 0.794*** −0.475** 
Global radiation 0.626*** −0.416** 
Soil moisture at 10 cm depth −0.444** 0.545*** 
Soil moisture at 20 cm depth −0.351* 0.594*** 
Soil moisture at 30 cm depth −0.372* 0.529*** 
Variable Tleaf IG 
Tair 0.849*** −0.520*** 
VPD 0.794*** −0.475** 
Global radiation 0.626*** −0.416** 
Soil moisture at 10 cm depth −0.444** 0.545*** 
Soil moisture at 20 cm depth −0.351* 0.594*** 
Soil moisture at 30 cm depth −0.372* 0.529*** 

Correlation coefficients (r) are based on the averages of each treatment at each time of day on each date of measurement. n=64 except in the case of global radiation, where n=44 on account of data not being available in 2005. Correlations are indicated as significant at P <0.001 (***), P <0.01 (**), or P <0.05 (*).

Fig. 5.

Examples of the relationship between stomatal conductance (gs) measured with a porometer and the index IG derived from thermal images. Linear regressions at 14.00 h on 9 July (r=0.867, P=0.005, n=8) and 10.00 h on 30 July (r=0.784, P=0.021, n=8) 2004, both for leaves on south-facing branches, are represented by solid and dashed lines, respectively.

Fig. 5.

Examples of the relationship between stomatal conductance (gs) measured with a porometer and the index IG derived from thermal images. Linear regressions at 14.00 h on 9 July (r=0.867, P=0.005, n=8) and 10.00 h on 30 July (r=0.784, P=0.021, n=8) 2004, both for leaves on south-facing branches, are represented by solid and dashed lines, respectively.

Chlorophyll fluorescence

Predawn FV/FM always ranged between 0.81−0.85 except during July to August 2005 (Table 2), when F0 increased substantially. The highest means of FV/FM at 10.00 h generally occurred in June (Fig. 6A), suggesting photosystem II was down-regulated later in the season. Values of both ΦPSII and FV/FM for July and August 2005 were lower than observed earlier in the summer (Fig. 6A–D), and at 10.00 h FV/FM was notably lower than for the previous two years in the same season. It is apparent that trends observed in ΦPSII are mainly dependent on FV/FM rather than on qP which did not change much along the season (Fig. 6E, F), with the exception of a marked fall between June and August 2003 at 14.00 h (south-east-facing branches). In the late summer, NPQ tended to be much higher by the early afternoon (Fig. 6H) than at mid-morning (Fig. 6G). This corresponds with lower gs in the early afternoon and therefore a limitation of carbon uptake. Particularly high NPQ was measured in August 2005.

Table 2.

Seasonal variation in predawn FV/FM and F0 of leaves on south-east-facing branches

 Wet
 
Ambient
 
Dry
 
 FV/FM F0 FV/FM F0 FV/FM F0 
June 2003   0.82 0.09   
August 2003   0.83 0.09   
June 2004 0.82 0.14 0.82 0.13 0.81 0.13 
September 2004 0.85 0.12 0.83 0.12 0.84 0.12 
April 2005 0.82 0.11 0.82 0.12 0.82 0.12 
May 2005 0.81 0.21 0.82 0.21 0.83 0.18 
July 2005 0.78 0.18 0.78 0.21 0.81 0.19 
August 2005 0.78 0.20 0.78 0.22 0.79 0.19 
 Wet
 
Ambient
 
Dry
 
 FV/FM F0 FV/FM F0 FV/FM F0 
June 2003   0.82 0.09   
August 2003   0.83 0.09   
June 2004 0.82 0.14 0.82 0.13 0.81 0.13 
September 2004 0.85 0.12 0.83 0.12 0.84 0.12 
April 2005 0.82 0.11 0.82 0.12 0.82 0.12 
May 2005 0.81 0.21 0.82 0.21 0.83 0.18 
July 2005 0.78 0.18 0.78 0.21 0.81 0.19 
August 2005 0.78 0.20 0.78 0.22 0.79 0.19 

Data represent means (n=12 in 2003 and n=4 in 2004–2005).

Table 2.

Seasonal variation in predawn FV/FM and F0 of leaves on south-east-facing branches

 Wet
 
Ambient
 
Dry
 
 FV/FM F0 FV/FM F0 FV/FM F0 
June 2003   0.82 0.09   
August 2003   0.83 0.09   
June 2004 0.82 0.14 0.82 0.13 0.81 0.13 
September 2004 0.85 0.12 0.83 0.12 0.84 0.12 
April 2005 0.82 0.11 0.82 0.12 0.82 0.12 
May 2005 0.81 0.21 0.82 0.21 0.83 0.18 
July 2005 0.78 0.18 0.78 0.21 0.81 0.19 
August 2005 0.78 0.20 0.78 0.22 0.79 0.19 
 Wet
 
Ambient
 
Dry
 
 FV/FM F0 FV/FM F0 FV/FM F0 
June 2003   0.82 0.09   
August 2003   0.83 0.09   
June 2004 0.82 0.14 0.82 0.13 0.81 0.13 
September 2004 0.85 0.12 0.83 0.12 0.84 0.12 
April 2005 0.82 0.11 0.82 0.12 0.82 0.12 
May 2005 0.81 0.21 0.82 0.21 0.83 0.18 
July 2005 0.78 0.18 0.78 0.21 0.81 0.19 
August 2005 0.78 0.20 0.78 0.22 0.79 0.19 

Data represent means (n=12 in 2003 and n=4 in 2004–2005).

Fig. 6.

Seasonal variation in the maximum efficiency of PSII (FV/FM, A, B), estimated quantum yield of photosynthetic non–cyclic electron transport (ΦPSII, C, D), photochemical quenching (qP, E, F), and non–photochemical quenching (NPQ, G, H), for branches facing south-east (closed symbols) and north-west (open symbols). Data points represent means ±SE; n= 2 in 2003 and n=4 in 2004 and 2005. A significant effect of irrigation treatment (P <0.05) is indicated by an asterisk directly below (A–F) or above (G, H) the data points.

Fig. 6.

Seasonal variation in the maximum efficiency of PSII (FV/FM, A, B), estimated quantum yield of photosynthetic non–cyclic electron transport (ΦPSII, C, D), photochemical quenching (qP, E, F), and non–photochemical quenching (NPQ, G, H), for branches facing south-east (closed symbols) and north-west (open symbols). Data points represent means ±SE; n= 2 in 2003 and n=4 in 2004 and 2005. A significant effect of irrigation treatment (P <0.05) is indicated by an asterisk directly below (A–F) or above (G, H) the data points.

Predawn FV/FM was not significantly lowered by the drought treatment compared ith the Wet or Ambient treatment. FV/FM was, however, significantly reduced in the Dry treatment compared with the Wet treatment in leaves of both north-west and south-east-facing branches at 10.00 h in April 2005, and in north-west-facing branches at 14.00 h in both June 2004 and April 2005 (P=0.038, 0.011, 0.016, and 0.020, respectively; Fig. 6A, B). ΦPSII was significantly lower in the Dry and Ambient treatments compared with the Wet treatment in south-east-facing branches at 10.00 h in April 2005, and in north-west-facing branches at 14.00 h in June 2004 and April 2005 (P = 0.001, 0.008, and 0.004, respectively; Fig. 6C, D). qP was lower in the Dry treatment than either of the other treatments in April 2005 at 10.00 h for south-east-facing branches and at 14.00 h for north-west-facing branches (both P <0.001; Fig. 6E, F). NPQ was lower in the Wet treatment leaves compared with leaves in either of the other treatments on south-east-facing branches at 10.00 h in June 2004 and April 2005, and in north-west-facing branches at 14.00 h in June 2004 and April 2005 (P ≤0.002; Fig. 6G, H). Two-way ANOVA showed a significant reduction in predawn FV/FM (P <0.001) and in day-time VF/FM (P ≤0.011), accompanied by a significant increase in NPQ (P ≤0.001) in August 2005 compared with August 2004, but no overall effect of treatment.

Discussion

Seasonal cycle of Q. suber physiology

In general, the physiology of Q. suber in this environment followed the seasonal pattern expected in a Mediterranean climate: Ψl and gs both fell as conditions became more stressful during the summer. In Q. suber, new foliage develops from April to June (Pereira et al., 1987). Therefore measurements in June correspond to fully developed leaves which would be expected to have high rates of gas exchange. By contrast, by August the trees would normally be expected to be most stressed after the summer drought and gs would be reduced. However, the more intense decline of Ψl observed in August 2005, at the end of the 3 year period, occurred irrespective of irrigation treatment, suggesting that the combination of high temperatures during the summer and several months with little rainfall had a severe impact on the water status of these trees. In the summer of 2005 predawn Ψl fell to −3.6 MPa on average, values substantially lower than those recorded previously: minimum Ψl of −3.0 MPa in older Q. suber trees nearby (David et al., 2007) and −2 MPa at predawn and −3.5 MPa at midday (Otieno et al., 2006) in young trees. This suggests that stomatal control of transpiration might have been insufficient to prevent some xylem embolism in 2005, since values of Ψl of −3 MPa and below have been reported as causing xylem embolism (Tyree and Cochard, 1996; Cruiziat et al., 2002).

Relatively high gs in young leaves early in the summer should indicate that photosynthetic assimilation would have been high at this stage. Lower gs later in the summer would be expected to limit photosynthetic assimilation. Generally, high values of FV/FM suggest that no irreversible damage occurred to photosystem II of the leaves of these trees, despite high radiation in conjunction with a severe restriction of water availability. Nevertheless, the increased F0 in summer 2005 suggests the occurrence of some energy overload at the PSII reaction centre (see Chaves et al., 2002). When the increase of F0 is associated with a decrease in FV/FM, photoinhibitory impairments may take place in the capture and transfer of excitation energy due to irreversible photoinactivation of PSII centres (Franklin et al., 1992). Daas et al. (2008) found that, for Q. suber saplings, the critical temperature at which a rapid rise in F0 occurred was above 45 °C, while the optimal temperature for light-driven electron flux was 30−35 °C. Tleaf on the days measured in this study did not reach the critical temperature but was frequently higher than optimal during the summers of 2004 and 2005. ΦPSII and FV/FM fell during the summer in response to increasing stress. Lower FV/FM values usually corresponded to higher NPQ values (as was particularly notable in August 2005), denoting dissipative processes that lowered the PS photochemical efficiency.

However, the fact that FV/FM was never lowered significantly by drought, and that values generally were greater than 0.8, indicates that there was never significant damage to photosystem II, in contrast to what was reported for deciduous Mediterranean shrubs (Karavatas and Manetas, 1999; Grant and Incoll, 2005). This is consistent with previous studies indicating that Mediterranean evergreen sclerophylls are less sensitive to summer photoinhibition than drought semi-deciduous species (Karavatas and Manetas, 1999). Werner et al. (2002) defined chronic photoinhibition as the percentage reduction in predawn FV/FM relative to the annual maximum FV/FM. In this study the highest values of FV/FM (0.84) on both north and south-facing branches were measured in September 2004. Relating all other measurements to this value indicates that chronic photoinhibition never exceeded 10%, and only exceeded 5% in June–August 2005. Chronic photoinhibition was not correlated with predawn Ψl, as is characteristic of sclerophyllous, rather than semi-deciduous, Mediterranean vegetation (Werner et al., 2002).

Influence of removing 20% of rainfall on the physiology of Q. suber

Reducing the volume of rainfall reaching the soil had a limited effect on soil moisture content during this experiment. The trees at this site have been shown to rely on water from below 0.5 m depth and from the groundwater table during the drought period, with less stressed trees having access to deeper soil water sources (Kurz-Besson et al., 2006; Otieno et al., 2006). Other studies confirm that Q. suber trees often rely on deep water sources (0.5–13 m) during the summer (David et al., 2004, 2007). Since there was no significant treatment effect on soil moisture below 0.2 m depth, a large influence of the different irrigation treatments on the physiology of Q. suber would not have been expected during this study. This is reflected in the fact that no differences in Ψl were found until June 2005, and then only at predawn. Nonetheless a significant effect of treatment on gs and Tleaf and IG was found earlier, in August 2004, suggesting that the limited water available to some of the roots (in the upper layers) resulted in a reduction in stomatal conductance. Occasional reductions in FV/FM and ΦPSII in the Dry or Ambient treatments compared with the Wet treatment again suggest transitory influences of the treatments. In general, however, the impact of a dry year (2005) was greater than the impact of a 20% reduction in rainfall, with significantly lower predawn Ψl and FV/FM in August 2005 than in August 2004, accompanied by significantly lower FV/FM and significantly higher NPQ. By contrast, combining data from August 2004 and August 2005, there was no evidence of any impact of the 20% reduction in rainfall.

Monitoring of stress in Q. suber using thermal imaging

Thermal imaging was used successfully to detect the impact of reduced water availability. The index IG generally declined over the summer, reflecting falling gs. Both Tleaf and IG were successfully used to detect the effect of the Dry treatment, or of ambient conditions compared with increased irrigation. Indeed significant variation between treatments could be detected with these measurements on occasions when it was not detected with porometry. Similar greater sensitivity of thermal imaging in comparison with porometry has been reported previously in crop plants (Leinonen et al., 2006).

As might be expected, Tleaf was affected more by Tair than any other environmental variable, closely followed by VPD. IG was more weakly correlated with meteorological variables than Tleaf, but interestingly was more strongly correlated with soil moisture content, suggesting a real impact of drying soil on gs and hence IG, rather than merely a tendency for drier soils during periods of higher air temperatures.

It has already been shown that thermal imaging is an effective method of detecting crop stress (Grant et al., 2007; Möller et al., 2007); here we suggest that it also has an application in environmental monitoring and ecosystem management, although in the particular environment studied here it gave less clear results than leaf water potential (see below). Apart from an assessment of the reductions in gs, monitoring leaf or canopy temperature should be useful as a record of the duration for which leaves are at temperatures above optimal for photosynthesis, which can be incorporated into model predictions of productivity. At a larger scale, the ability to map evapotranspiration and moisture availability via satellite thermal sensing has important applications in monitoring drought and water use, administering irrigation projects, predicting local and regional water demand, and also in hydrological and weather forecast models (Anderson and Kustas, 2008). Satellite sensing does not, however, provide fine local resolution, and thermal cameras at key locations could enhance the application and uptake of important environmental information, for example, by regional authorities.

Wet and dry reference surfaces with different thermal properties or accidentally exposed to different conditions (e.g. if their angle towards sunlight is different) may have higher and lower temperatures, respectively, than the leaves of interest. In this case the wet filter paper did not act sufficiently similarly to leaves to be considered appropriate as a reference, and was not used after the initial year of the study (see Leinonen et al., 2006). Differences in the angle of reference leaves as compared to the leaves of interest could, however, reduce the validity of IG even when branches are used as references. There was considerable variation between trees in IG for each set of measurements. This may reflect the fact that the index is composed of three variables (the temperature of the leaves of interest as well as that of two references), each with an associated error. In addition, variation in leaf angle is also thought to have reduced the correlation coefficients between IG and gs, as there will have been differences between trees in Tleaf on account of different leaf angles which would not be associated with gs. We have previously described how differences between treatments in leaf angle can mask variation in gs when thermal imaging is used, since Tleaf may be affected more by the angle of the leaf towards the sun than by its gs (Grant et al., 2006), especially as stomata close. Considerable variability was also seen, however, between trees in gs, so, in a heterogeneous stand as studied here, predawn Ψl may be the only suitable variable for monitoring stress, since it is not influenced by transient micro-environmental variation.

Elsewhere we hypothesized that the temperature of entire canopies or large areas of canopies is likely to be more sensitive than the temperature of individual leaves to differences in plant water status (Grant et al., 2007). In this study, it was only possible, given the density of planting, to take images quite close to the trees and therefore only to focus on clusters of leaves or small sections of branches, rather than whole trees. The Q. suber in this study varied greatly in tree size and shape, orientation of branches, and distance to the nearest neighbouring trees. It was not possible to measure fully exposed clusters of leaves with exactly the same orientation towards the sun on each tree. For such heterogeneous trees in a relatively dense stand, taking thermal images horizontal to the canopy is not ideal. If images were taken overhead from a sufficient distance to capture whole trees, variation in leaf angle at the branch scale should play a lesser role in whole-canopy temperature, although Leuzinger and Körner (2007) have shown how average leaf temperatures in forest trees are strongly dependent on the density of leaves and branching habits as well as leaf dimensions and gs. Taking thermal images from about 15 m above canopies was found to be effective with olive trees (Ben-Gal et al., 2009), with the Crop Water Stress Index derived from thermal images correlating strongly with stomatal resistance and stem water potential, and more weakly with soil moisture content. It should be noted that while olives are grown as row crops, the relatively young cork trees in this project are more randomly distributed, and this, in addition to a relatively dense shrub layer, means that it would have been difficult to image each tree using a crane. More mature cork plantations, however, have fewer trees per hectare and would be well suited to imaging from above the canopy. Images of whole canopies would have the additional advantage of lending themselves more easily to automated analysis—it would be difficult to apply automated analysis to the images taken in this study since the leaves of interest would need to be distinguished from all the other leaves (on other branches and other trees) in the background of the images.

Ben-Gal et al.'s (2009) study of olive made use of a wide range of irrigation treatments to test the potential of thermal imaging to detect stress, as an alternative to more ‘traditional’ but non-remote techniques such as stomatal resistance and stem water potential. Results from only one single day, however, are reported in that study. In the case of the current work, thermal imaging was shown to detect the onset and severity of stress, but to determine fully the potential of the technique relative to other methods of monitoring stress, a wider range of water availability at any one time would be useful.

While fluorescence imaging has been successfully used as a remote tool to detect the effect of stress in laboratory studies (Meyer et al., 2001; Chaerle et al., 2003), application in the field is complicated by the need for adequate energising radiation (Chaerle et al., 2007). Nevertheless Kolber et al. (2005) have demonstrated the use of laser-induced fluorescence at distances of 50 m. Since chlorophyll fluorescence is clearly a good indicator of responses of Q. suber leaves to seasonal stress, fluorescence imaging techniques combined with thermal imaging could potentially deliver rapid visual assessment of both the photosynthetic and stomatal condition of the tree canopies.

Future studies should concentrate on overhead thermal imaging of Q. suber canopies exposed to a wide range of conditions, in order fully to develop the potential of these techniques in monitoring vulnerable ecosystems such as the oak woodlands of Iberia.

Conclusions

The leaf physiology of Q. suber was only severely affected following three years of severe drought (the third year registering 45% less rainfall than average). Removing 20% of ambient rainfall had a limited impact. These results indicate the resilience of this species. This study provides indications as to potential areas of improvement for application of thermal imaging to monitoring seasonal stress in vulnerable ecosystems.

Abbreviations

    Abbreviations
     
  • F0

    initial/basal fluorescence

  •  
  • FM

    maximum fluorescence in the dark-adapted state

  •  
  • FM

    maximum fluorescence in the light-adapted state

  •  
  • ΦPSII

    estimation of the quantum efficiency of non-cyclic electron transport

  •  
  • FV

    variable fluorescence

  •  
  • gs

    stomatal conductance to water

  •  
  • NPQ

    non-photochemical quenching

  •  
  • PAR

    photosynthetically active radiation

  •  
  • PSII

    photosystem II

  •  
  • Ψl

    leaf water potential

  •  
  • qP

    photochemical quenching

  •  
  • T

    temperature

  •  
  • VPD

    vapour pressure deficit of the air

This work was largely funded by the European Union project STRESSIMAGING, contract HPRN-CT-2002-00254 ‘Diagnosis and analysis of plant stress using thermal and other imaging techniques’. The experimental site was installed under the European Union project MIND, contract EVK2-CT-2002-000158 ‘Mediterranean Terrestrial Ecosystems and Increasing Drought: vulnerability assessment’. OMG and LT benefited from EU Training Network fellowships under STRESSIMAGING. We are grateful to P Almeida for collection of the profile probe data, and to JI García Plazaola for comments on a draft manuscript.

References

Anderson
MC
Kustas
WP
Thermal remote sensing of drought and evapotranspiration
EOS
2008
, vol. 
89
 (pg. 
233
-
240
)
Anderson
MC
Norman
JM
Kustas
WP
Houborg
R
Starks
PJ
Agam
N
A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to regional scales
Remote Sensing of Environment
2008
, vol. 
112
 (pg. 
4227
-
4241
)
Ben-Gal
A
Agam
N
Alchanatis
V
Cohen
Y
Yermiyahu
U
Zipori
I
Presnov
E
Sprintsin
M
Dag
A
Evaluating water stress in irrigated olives: correlation of soil water status, tree water status, and thermal imagery
Irrigation Science
2009
, vol. 
27
 (pg. 
367
-
376
)
Bugalho
M
Plieninger
T
Aronson
J
Ellatifi
M
Crespo
D
Aronson
J
Pereira
JS
Pausas
JG
Open woodlands: a diversity of uses (and overuses)
Cork oak woodlands on the edge: conservation, adaptive management and restoration
2009
New York
Island Press
(pg. 
34
-
45
)
Chaerle
L
Hulsen
K
Hermans
C
Strasser
RJ
Valcke
R
Höfte
M
Van Der Straeten
D
Robotized time-lapse imaging to assess in planta uptake of phenylurea herbicides and their microbial degradation
Physiologia Plantarum
2003
, vol. 
118
 (pg. 
613
-
619
)
Chaerle
L
Leinonen
I
Jones
HG
Van Der Straeten
D
Monitoring and screening plant populations with combined thermal and chlorophyll fluorescence imaging
Journal of Experimental Botany
2007
, vol. 
58
 (pg. 
773
-
784
)
Chaves
MM
Maroco
JP
Pereira
JS
Understanding plant responses to drought: from genes to the whole plant
Functional Plant Biology
2003
, vol. 
30
 (pg. 
239
-
264
)
Chaves
MM
Pereira
JS
Maroco
J
Rodrigues
ML
Ricardo
CPP
Osorio
ML
Carvalho
I
Faria
T
Pinheiro
C
How plants cope with water stress in the field. Photosynthesis and growth
Annals of Botany
2002
, vol. 
89
 (pg. 
907
-
916
)
Cohen
Y
Alchanatis
V
Meron
M
Saranga
Y
Tsipris
J
Estimation of leaf water potential by thermal imagery and spatial analysis
Journal of Experimental Botany
2005
, vol. 
56
 (pg. 
1843
-
1852
)
Cruiziat
P
Cochard
H
Améglio
T
Hydraulic architecture of trees: main concepts and results
Annals of Forest Science
2002
, vol. 
59
 (pg. 
723
-
752
)
Daas
C
Montpied
P
Hanchi
B
Dreyer
E
Responses of photosynthesis to high temperatures in oak saplings assessed by chlorophyll a fluorescence: inter-specific diversity and temperature-induced plasticity
Annals of Forest Science
2008
, vol. 
65
 pg. 
305
 
David
TS
Ferreira
MI
Cohen
S
Pereira
JS
David
JS
Constraints on transpiration from an evergreen oak tree in southern Portugal
Agricultural and Forest Meteorology
2004
, vol. 
122
 (pg. 
193
-
205
)
David
TS
Henriques
MO
Kurz-Besson
C
, et al. 
Water-use strategies in two co-occurring Mediterranean evergreen oaks: surviving the summer drought
Tree Physiology
2007
, vol. 
27
 (pg. 
793
-
803
)
Faria
T
García-Plazaola
JI
Abadía
A
Cerasoli
S
Pereira
JS
Chaves
MM
Diurnal changes in photoprotective mechanisms in leaves of cork oak (Quercus suber L.) during summer
Tree Physiology
1996
, vol. 
16
 (pg. 
115
-
123
)
Faria
T
Silvério
D
Breia
E
Cabral
R
Abadía
A
Abadía
J
Pereira
JS
Chaves
MM
Differences in the response of carbon assimilation to summer stress (water deficits, high light and temperature) in four Mediterranean tree species
Physiologia Plantarum
1998
, vol. 
102
 (pg. 
419
-
428
)
Fisher
RA
Williams
M
do Vale
RL
Da Costa
AL
Meir
P
2006. Evidence from Amazonian forests is consistent with isohydric control of leaf water potential
Plant, Cell and Environment
, vol. 
29
 (pg. 
151
-
165
)
Franklin
LA
Levasseur
G
Osmond
CB
Henley
WJ
Ramus
J
Two components of onset and recovery during photoinhibition of Ulva rotundata
Planta
1992
, vol. 
186
 (pg. 
399
-
408
)
Fuchs
M
Infrared measurement of canopy temperature and detection of plant water stress
Theoretical and Applied Climatology
1990
, vol. 
42
 (pg. 
253
-
261
)
García-Herrera
R
Paredes
D
Trigo
RM
Trigo
IF
Hernandez
E
Barriopedro
D
Mendes
MA
The outstanding 2004/05 drought in the Iberian Peninsula: associated atmospheric circulation
Journal of Hydrometeorology
2007
, vol. 
8
 (pg. 
483
-
498
)
Grant
OM
Chaves
MM
Jones
HG
Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions
Physiologia Plantarum
2006
, vol. 
127
 (pg. 
507
-
518
)
Grant
OM
Incoll
LD
Variation in growth responses to different water availability in Cistus albidus populations from differing climates
Functional Plant Biology
2005
, vol. 
32
 (pg. 
817
-
829
)
Grant
OM
Tronina
Ł
Jones
HG
Chaves
MM
Exploring thermal imaging variables for the detection of stress responses in grapevine under different irrigation regimes
Journal of Experimental Botany
2007
, vol. 
58
 (pg. 
815
-
825
)
Idso
SB
Non water-stressed baselines: a key to measuring and interpreting plant water stress
Agricultural Meteorology
1982
, vol. 
95
 (pg. 
139
-
149
)
IPCC-WGI
Regional climate projections supplementary material
Climate change 2007: Working Group I Report ‘The physical science basis’
2007
 
Valencia. pp. SM 11–22
Jones
HG
Use of infrared thermometry for estimation of stomatal conductance as a possible aid to irrigation scheduling
Agricultural and Forest Meteorology
1999
, vol. 
95
 (pg. 
139
-
149
)
Jones
HG
Application of thermal imaging and infrared sensing in plant physiology and ecophysiology
Advances in Botanical Research
2004
, vol. 
41
 (pg. 
107
-
163
)
Jones
HG
Stoll
M
Santos
T
de Sousa
C
Chaves
MM
Grant
OM
Use of infrared thermography for monitoring stomatal closure in the field: application to grapevine
Journal of Experimental Botany
2002
, vol. 
53
 (pg. 
1
-
12
)
Karavatas
S
Manetas
Y
Seasonal pattern of photosystem 2 photochemical efficiency in evergreen sclerophylls and drought semi–deciduous shrubs under Mediterranean field conditions
Photosynthetica
1999
, vol. 
36
 (pg. 
41
-
49
)
Kolber
Z
Klimov
D
Ananyev
G
Rascher
U
Berry
J
Osmond
BA
Measuring photosynthetic parameters at a distance: laser induced fluorescence transient (LIFT) method for remote measurements of photosynthesis in terrestrial vegetation
Photosynthesis Research
2005
, vol. 
84
 (pg. 
121
-
129
)
Kurz–Besson
C
Otieno
D
Lobo do Vale
R
, et al. 
Hydraulic lift in cork oak trees in a savannah–type Mediterranean ecosystem and its contribution to the local water balance
Plant and Soil
2006
, vol. 
282
 (pg. 
361
-
378
)
Leinonen
I
Grant
OM
Tagliavia
CPP
Chaves
MM
Jones
HG
Estimating stomatal conductance with thermal imagery
Plant, Cell and Environment
2006
, vol. 
29
 (pg. 
1508
-
1518
)
Leuzinger
S
Körner
C
Tree species diversity affects canopy leaf temperatures in a mature temperate forest
Agricultural and Forest Meteorology
2007
, vol. 
146
 (pg. 
29
-
37
)
Luterbacher
J
Xoplaki
E
Casty
C
, et al. 
Lionello
P
Malanotte–Rizzoli
P
Boscolo
R
Mediterranean climate variability over the last centuries: a review
The Mediterranean climate: an overview of the main characteristics and issues
2006
London
Elsevier
(pg. 
27
-
148
)
Martínez–Vilalta
J
Prat
E
Oliveras
I
Piñol
J
Xylem hydraulic properties of roots and stems of nine Mediterranean woody species
Oecologia
2002
, vol. 
133
 (pg. 
19
-
29
)
Meyer
S
Saccardy–Adji
K
Rizza
F
Genty
B
Inhibition of photosynthesis by Colletotrichum lindemuthianum in bean leaves determined by chlorophyll fluorescence imaging
Plant, Cell and Environment
2001
, vol. 
24
 (pg. 
947
-
955
)
Miranda
PMA
Valente
MA
Tomé
AR
Trigo
R
Coelho
MFES
Aguiar
A
Azevedo
EB
Santos
FD
Miranda
P
O clima de Portugal nos séculos XX e XXI
Alterações climáticas em Portugal. Cenários, impactes e medidas de adaptação
2006
Lisboa
Gradiva
(pg. 
45
-
113
)
Möller
M
Alchanatis
V
Cohen
Y
Meron
M
Tsipris
J
Naor
A
Ostrovsky
V
Sprintsin
M
Cohen
S
Use of thermal and visible imagery for estimating crop water status of irrigated grapevine
Journal of Experimental Botany
2007
, vol. 
58
 (pg. 
827
-
838
)
Nepstad
DC
Moutinho
P
Dias
MB
, et al. 
The effects of partial throughfall exclusion on canopy processes, aboveground production, and biogeochemistry of an Amazon forest
Journal of Geophysical Research
2002
, vol. 
107
  
article no. 8085
Osorio
J
Osorio
ML
Chaves
MM
Pereira
JS
Effects of water deficits on C–13 discrimination and transpiration efficiency of Eucalyptus globulus clones
Australian Journal of Plant Physiology
1998
, vol. 
25
 (pg. 
645
-
653
)
Otieno
DO
Kurz–Besson
C
Liu
J
Schmidt
MWT
Do
RVL
David
TS
Siegwolf
R
Pereira
JS
Tenhunen
JD
Seasonal variations in soil and plant water status in a Quercus suber L. stand: roots as determinants of tree productivity and survival in the mediterranean–type ecosystem
Plant and Soil
2006
, vol. 
283
 (pg. 
119
-
135
)
Pereira
JS
Beyschlag
G
Lange
OL
Beyschlag
W
Tenhunen
JD
Tenhunen
JD
Catarino
FM
Lange
OL
Comparative phenology of four mediterranean shrub species growing in Portugal
Plant response to stress: functional analysis in Mediterranean ecosystems
1987
Berlin
Springer–Verlag
(pg. 
503
-
514
)
Reis
RMM
Gonçalves
MZ
Caracterização clímatica da região agrícola do Alentejo
1987
Lisboa
INMG
Tyree
MT
Cochard
H
Summer and winter embolism in oak: impact on water relations
Annals of Forest Science
1996
, vol. 
53
 (pg. 
173
-
180
)
Werner
C
Correia
O
Beyschlag
W
Characteristic patterns of chronic and dynamic photoinhibition of different functional groups in a Mediterranean ecosystem
Functional Plant Biology
2002
, vol. 
29
 (pg. 
999
-
1011
)
Zhan
X
Kustas
WP
A coupled model of land surface CO2 and energy fluxes using remote sensing data
Agricultural and Forest Meteorology
2001
, vol. 
107
 (pg. 
131
-
152
)

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