Observed temperature conditions under different treatments
The seasonal maximum and minimum temperatures recorded under different treatments (Fig 1a and b) were as follows; elevated temperature for entire crop period at i) Tmin and Tmax regime of 36.7/11.7°C(~4.6°C above seasonal mean ambient
i.e. 19.6°C); ii) Tmin and Tmax regime of 33.9/11.6°C (~3.1°C above seasonal mean ambient) iii) Tmin and Tmax regime of 33.1/1.7°C (~2.8°C above seasonal mean ambient), iv) AT- ambient Tmin and Tmax regime of 25.9/13.4°C (seasonal mean, 19.6°C), v) elevated temperature during pre-flowering phase (~3.7°C above mean AT during that period-19.6°C), vi) elevated temperature during flowering phase (~5.3°C above mean AT during that period ~23.1°C) and elevated temperature during pod-filling phase (~5.2°C above mean AT during that period ~28.9°C) .
Variation in soil moisture
In temperature gradient tunnel, all plots were irrigated at sowing and 25 DAS. During this period, soil moisture content ranged from 13-28% among all treatments. After which, water-stress treatments were not irrigated up to physiological maturity and soil moisture decreased to 5% at 91 DAS (Fig 1c). In remaining treatments, soil moisture ranged from 29-32% at 29 DAS, decreased to ~12% at 63 DAS and with 3
rd irrigation soil moisture increased to 15% and maintained higher moisture level. In ambient field, total rainfall received during the entire crop period was about 199.1 mm. All plots were irrigated at sowing and 29 DAS. The soil moisture content ranged from 14-27%. In water-stress treatments, soil moisture declined from 18-21% at 33 DAS to 16% at 58 DAS. Rainfall on 62 DAS increased soil moisture to 25% which declined to 5% at crop maturity. In other treatments, soil moisture declined from 21% at 33 DAS to 15% at 58 DAS. Rainfall received at 62 DAS and 3
rd irrigation at 84 DAS caused an increase in soil moisture to 23% and declined to 13% at the end of the crop season (Fig 1d). In treatments with additional irrigation, soil moisture was maintained above 10% during the crop season.
Effect of temperature and irrigation on the duration of phenological phases
Days to 50% germination, 50% flowering and 50% physiological maturity among the treatments ranged from 14-22 DAS, 47-60 DAS and 73-92 DAS respectively. The duration from germination to flowering was shorter for plants under continuous high temperature which took about 40 days compared to 42-45 days for plants in the ambient field. Similarly, duration from flowering to physiological maturity was shorter in these treatments (28 days) by three days (Fig 2). Plants under elevated temperature from sowing had shortened crop growth duration followed by plants under elevated temperature during pre-flowering and flowering. On the other hand, exposure of plants to elevated temperature during the pod-filling phase delayed maturity. Additionally, irrigation during pod-filling prolonged crop duration. Pod development duration was 26-30 days in plants with two irrigations and 27-34 days in plants with 3 irrigations. These results indicate that while temperature regimes significantly influenced days to all phenological events, the main effects of irrigation were significant only for post flowering phenological events. Consequently, interaction effect of irrigation and temperature was significant post flowering. Shortened crop duration under elevated temperature and limited water indicates the crop’s adaptive capacity in avoiding the effects of heat and water stress, particularly later in the crop season
(Kazai et al., 2019).
Correlation between LAI and NDVI
Leaf area index and NDVI steadily increased from emergence till 75 DAS and declined as the crop approached physiological maturity (Fig 3a). NDVI was highest (0.48-0.62) during pod filling (Fig 3b). A positive linear relationship was deduced between LAI and NDVI in all treatments (Fig 4). The best regression was found for plants under continuous elevated temperature regime (33.9/11.6°C) where LAI explained 75% of the variation in NDVI. Other treatments under continuous elevated temperature had R
2 values ranging from 0.56-0.75. The lowest R
2 value was observed for crop under continuous ambient temperature for the entire crop growth period. Overall, plants in treatments with continuous elevated temperature during crop season showed higher R
2 values than those in other treatments. Also, plants in treatments with supplemental irrigation maintained higher LAI and NDVI for a longer period. These results indicate that leaf area development, persistence and greenness was better in plants under elevated temperature regimes particularly with supplemental irrigation. Elevated temperatures during the vegetative phase lead to increased leaf area in kidney bean along with increased photosynthetic rate and carbon allocation to vegetative parts like leaves and stem
(Soltani et al., 2019). On the other hand, water stress leads to reduced leaf greenness, leaf senescence and decreased number of leaves (
De Medeiros et al., 2016; Silva et al., 2016).
Gas exchange parameters
Observations on gas exchange parameters during the flowering phase indicated that net photosynthetic rate (Pn) was highest in crops under continuous elevated temperature regimes (36.7/11.7°C, 33.9/11.6°C and 33.1/11.7°C) and plants under high temperature during the pre-flowering phase (26.8/13.2°C). The lowest net photosynthetic rate was recorded for plants under ambient temperature (25.9/13.4°C). This indicated that the Pn rates increased up to temperature regimes of 36.7/11.7°C. A similar trend was observed for transpiration rate, stomatal conductance and both instantaneous and intrinsic water use efficiency of the plants (Table 1). Transpiration rate observed in all treatments ranged from 4.46-7.52 mmol H
2O m
-2 s
-1 and stomatal conductance ranged from 0.07-0.20 mmol m
2s
-1. Intercellular CO
2 ranged from 194-287 μ mol CO
2 mol air
-1 for plants under continuous elevated temperature and 257-306 μ mol CO
2 mol air
-1 for plants under ambient and phase-wise temperature regimes. Generally, leaf temperature was higher than ambient temperatures by 0.2-2.7°C among treatments. Net photosynthesis, instantaneous and intrinsic water use efficiency showed an increasing trend with respect to increased leaf-air temperature while transpiration rate, stomatal conductance and intercellular CO
2 decreased with high leaf-air temperature.
Variation in dry matter production and partitioning at different growth stages
Plants grown under continuous elevated temperature regimes had highest leaf, stem, root, pod and total dry matter at physiological maturity (Fig 5a-f). Under phase-wise temperature regimes, exposure of the crop to high temperature during pre-flowering and flowering led to lower dry matter compared to plants under elevated temperature during pod-filling and ambient conditions (Fig 5g-n). On the other hand, plants supplied with additional irrigation during pod-filling accumulated high leaf, stem and total dry matter than plants under water stress. This is due to higher accumulation of photosynthates under high temperatures as consequence of high Pn rates, LAI and longer leaf area duration.
Effect of irrigation and temperature regimes on yield
Overall, treatments under continuous elevated temperature had higher seed yield and harvest index compared to other treatments in the ambient field (Table 2). Plants exposed to high temperature at pod filling also had relatively higher seed yield compared to plants under ambient temperature. Plants exposed to high temperature during pre-flowering and flowering had lowest yield. In terms of irrigation effect, plants under supplemental irrigation recorded higher seed yield compared to those in water stress treatments. The results were similar for the harvest index which ranged from 35-47%. From the findings, it can be deduced that temperature shock during pre-flowering and flowering led to reduction in seed yield. This may be attributed to reduced pollen viability, flower drop or failed fertilization which may lead to decreased pod development. Flowers per inflorescence and number of pods per plant are the most important characters influencing pod yield under current
(Lyngdoh et al., 2017) and in elevated CO
2 conditions
(Rao et al., 2015). Water stress post-flowering accelerated the leaf and pod senescence (
Cayetano-Marcial et al., 2021).
Additionally, water stress significantly lowered seed yield. Generally, moderate soil moisture is sufficient to attain maximum yield in kidney bean
(Saleh et al., 2018). However, water stress significantly reduces the number of pods per plant, number of plump seeds per plant and ultimately seed dry weight per plant
(Kazai et al., 2019). Since the timing of the water stress is crucial, irrigation during the vegetative, flowering and pod maturation has been found to positively improve the yield of the crop
(Admasu et al., 2019).