Submitted:
19 January 2024
Posted:
19 January 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Results and Discussion
2.1. Environmental Conditions and Seasonal Trends in Transpiration Rates
2.2. Biometric Characteristics of Sampling Bushes: Plant Structure
2.3. Effects of Leave Senescence on Transpiration Rate
3.2. Effects of Site and Maturity on Transpiration in Green Leaves
3.3. Seasonal Effects of Soil Water on Transpiration in Green and Senescent Leaves
3.4. Correlations Between Measured Environmental Variables and Transpiration Rate in Function of Soil Water Content
3. Materials and Methods
3.1. Study Area
3.2. Experimental Layout and Sampling of Bushes
3.3. Measurements of Transpiration at Leaf Level

3.4. Biometric Characterization of Sampled Bushes: Plant Structure
3.5. Microclimatic Soil Measurements and Environmental Conditions
3.6. Statistical Analysis
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Pugnaire, F.I.; Armas, C.; Maestre, F.T. Positive plant interactions in the Iberian Southeast: Mechanisms, environmental gradients, and ecosystem function. Journal of Arid Environments 2011, 75, 1310–1320. [Google Scholar] [CrossRef]
- Wu, W.; Li, H.; Feng, H.; Si, B.; Chen, G.; Meng, T.; Li, Y.; Siddique, K.H.M. Precipitation dominates the transpiration of both the economic forest (Malus pumila) and ecological forest (Robinia pseudoacacia) on the Loess Plateau after about 15 years of water depletion in deep soil. Agricultural and Forest Meteorology 2021, 297. [Google Scholar] [CrossRef]
- Sperlich, D.; Chang, C.T.; Peñuelas, J.; Gracia, C.; Sabaté, S. Seasonal variability of foliar photosynthetic and morphological traits and drought impacts in a Mediterranean mixed forest. Tree Physiology 2015, 35, 501–520. [Google Scholar] [CrossRef]
- Kozlowski, T.T.; Pallardy, S.G. CHAPTER 12 - Transpiration and Plant Water Balance. In Physiology of Woody Plants (Second Edition); Kozlowski, T.T., Pallardy, S.G., Eds.; Academic Press: San Diego, 1997; pp. 269–308. [Google Scholar]
- Kozlowski, T.T.; Pallardy, S.G. Transpiration and Plant Water Balance. In Physiology of Woody Plants, Second edition ed.; Kozlowski, T.T., Pallardy, S.G., Eds.; Academic Press: San Diego, 1997; pp. 269–308. [Google Scholar]
- Buckley, T.N. Modeling Stomatal Conductance. Plant Physiology 2017, 174, 572–582. [Google Scholar] [CrossRef] [PubMed]
- Landsberg, J.J.; Gower, S.T. 4 - Forest Hydrology and Tree–Water Relations. In Applications of Physiological Ecology to Forest Management; Landsberg, J.J., Gower, S.T., Eds.; Academic Press: San Diego, 1997; pp. 89–124. [Google Scholar]
- Zhu, Y.; Cheng, Z.; Feng, K.; Chen, Z.; Cao, C.; Huang, J.; Ye, H.; Gao, Y. Influencing factors for transpiration rate: A numerical simulation of an individual leaf system. Thermal Science and Engineering Progress 2022, 27, 101110. [Google Scholar] [CrossRef]
- Li, X.; Zhai, J.; Sun, M.; Liu, K.; Zhao, Y.; Cao, Y.; Wang, Y. Characteristics of Changes in Sap Flow-Based Transpiration of Poplars, Locust Trees, and Willows and Their Response to Environmental Impact Factors. Forests 2024, 15. [Google Scholar] [CrossRef]
- Pallardy, S.G.; Čermák, J.; Ewers, F.M.; Kaufmann, M.R.; Parker, W.C.; Sperry, J.S. Physiological Ecology: A Series of Monographs, Texts, and Treatises. In Resource Physiology of Conifers; Smith, W.K., Hinckley, T.M., Eds.; Academic Press: San Diego, 1995; pp. 301–389. [Google Scholar]
- Pallardy, S.G.; Čermák, J.; Ewers, F.M.; Kaufmann, M.R.; Parker, W.C.; Sperry, J.S. Water transport dynamics in trees and stands. In Physiological Ecology: A Series of Monographs, Texts, and Treatises. Resource Physiology of Conifers; Smith, W.K., Hinckley, T.M., Eds.; Academic Press: San Diego, 1995; pp. 381–389. [Google Scholar] [CrossRef]
- Buckley, T.N. How do stomata respond to water status? New Phytologist 2019, 224, 21–36. [Google Scholar] [CrossRef] [PubMed]
- Vitale, M.; Anselmi, S.; Salvatori, E.; Manes, F. New approaches to study the relationship between stomatal conductance and environmental factors under Mediterranean climatic conditions. Atmospheric Environment 2007, 41, 5385–5397. [Google Scholar] [CrossRef]
- Han, T.; Feng, Q.; Yu, T.; Liu, W.; Ma, J.; Zhao, C.; Yang, L.; Zhang, J.; Li, H. Contrasting response of water use efficiency to soil moisture availability: From leaf to ecosystem in an arid oasis. Ecological Indicators 2023, 147. [Google Scholar] [CrossRef]
- Huang, L.; Zhang, Z. Effect of rainfall pulses on plant growth and transpiration of two xerophytic shrubs in a revegetated desert area: Tengger Desert, China. Catena 2016, 137, 269–276. [Google Scholar] [CrossRef]
- Gasque, M.a.; Garcı́a-Fayos, P. Interaction between Stipa tenacissima and Pinus halepensis: Consequences for reforestation and the dynamics of grass steppes in semi-arid Mediterranean areas. Forest Ecology and Management 2004, 189, 251–261. [Google Scholar] [CrossRef]
- Sanchez, G.; Puigdefabregas, J. Interactions of plant growth and sediment movement on slopes in a semi-arid environment. Geomorphology 1994, 9, 243–260. [Google Scholar] [CrossRef]
- Belkhir, S.; Koubaa, A.; Khadhri, A.; Ksontini, M.; Smiti, S. Variations in the morphological characteristics of Stipa tenacissima fiber: The case of Tunisia. Industrial Crops and Products 2012, 37, 200–206. [Google Scholar] [CrossRef]
- Redmann, R.E. Adaptation of Grasses to Water Stress-Leaf Rolling and Stomate Distribution. Annals of the Missouri Botanical Garden 1985, 72, 833–842. [Google Scholar] [CrossRef]
- Rivero, R.M.; Kojima, M.; Gepstein, A.; Sakakibara, H.; Mittler, R.; Gepstein, S.; Blumwald, E. Delayed leaf senescence induces extreme drought tolerance in a flowering plant. Proceedings of the National Academy of Sciences of the United States of America (PNAS) 2007, 104(49), 19631–19636. [Google Scholar] [CrossRef] [PubMed]
- Ramírez, D.A.; Valladares, F.; Blasco, A.; Bellot, J. Assessing transpiration in the tussock grass Stipa tenacissima L.: The crucial role of the interplay between morphology and physiology. Acta Oecologica 2006, 30, 386–398. [Google Scholar] [CrossRef]
- Valladares, F.; Pugnaire, F.I. Tradeoffs Between Irradiance Capture and Avoidance in Semi-arid Environments Assessed with a Crown Architecture Model. Annals of Botany 1999, 83, 459–469. [Google Scholar] [CrossRef]
- Ramírez, D.A.; Valladares, F.; Domingo, F.; Bellot, J. Seasonal water-use efficiency and chlorophyll fluorescence response in alpha grass (Stipa tenacissima L.) is affected by tussock size. Photosynthetica 2008, 46, 222–231. [Google Scholar] [CrossRef]
- Lv, X.; Zhou, G.; Wang, Y.; Song, X. Sensitive Indicators of Zonal Stipa Species to Changing Temperature and Precipitation in Inner Mongolia Grassland, China. Front Plant Sci 2016, 7, 73. [Google Scholar] [CrossRef] [PubMed]
- Ramírez, D.A.; Bellot, J.; Domingo, F.; Blasco, A. Can water responses in Stipa tenacissima L. during the summer season be promoted by non-rainfall water gains in soil? Plant and Soil 2006, 291, 67–79. [Google Scholar] [CrossRef]
- Haase, P.; Pugnaire, F.I.; Clark, S.C.; Incoll, L.D. Environmental control of canopy dynamics and photosynthetic rate in the evergreen tussock grass Stipa tenacissima. Plant Ecology 1999, 145, 327–339. [Google Scholar] [CrossRef]
- Krichen, K.; Vilagrosa, A.; Chaieb, M. Divergence of functional traits at early stages of development in Stipa tenacissima populations distributed along an environmental gradient of the Mediterranean. Plant Ecology 2019, 220, 995–1008. [Google Scholar] [CrossRef]
- Pugnaire, F.I.; Haase, P. Comparative Physiology and Growth of Two Perennial Tussock Grass Species in a Semi-Arid Environment. Annals of Botany 1996, 77, 81–86. [Google Scholar] [CrossRef]
- Ghiloufi, W.; Quero, J.L.; García-Gómez, M.; Chaieb, M. Potential impacts of aridity on structural and functional status of a southern Mediterranean Stipa tenacissima steppe. South African Journal of Botany 2016, 103, 170–180. [Google Scholar] [CrossRef]
- Han, L.; Liu, L.; Peng, L.; Wang, N.; Zhou, P. Mixing of tree species with the same water use strategy might lead to deep soil water deficit. Forest Ecology and Management 2023, 534. [Google Scholar] [CrossRef]
- Moreno-Gutiérrez, C.; Battipaglia, G.; Cherubini, P.; Saurer, M.; Nicolás, E.; Contreras, S.; Querejeta, J.I. Stand structure modulates the long-term vulnerability of Pinus halepensis to climatic drought in a semiarid Mediterranean ecosystem. Plant Cell Environ 2012, 35, 1026–1039. [Google Scholar] [CrossRef] [PubMed]
- Kobayashi, Y.; Tanaka, T. Water flow and hydraulic characteristics of Japanese red pine and oak trees. Hydrological Processes 2001, 15, 1731–1750. [Google Scholar] [CrossRef]
- Ramírez, D.A.; Valladares, F.; Blasco, A.; Bellot, J. Effects of tussock size and soil water content on whole plant gas exchange in Stipa tenacissima L.: Extrapolating from the leaf versus modelling crown architecture. Environmental and Experimental Botany 2008, 62, 376–388. [Google Scholar] [CrossRef]
- Maestre, F.T.; Cortina, J. Remnant shrubs in Mediterranean semi-arid steppes: Effects of shrub size, abiotic factors and species identity on understorey richness and occurrence. Acta Oecologica 2005, 27, 161–169. [Google Scholar] [CrossRef]
- Balaguer, L.; Pugnaire, F.I.; Martínez-Ferri, E.; Armas, C.; Valladares, F.; Manrique, E. Ecophysiological significance of chlorophyll loss and reduced photochemical efficiency under extreme aridity in Stipa tenacissima L. Plant and Soil 2002, 240, 343–352. [Google Scholar] [CrossRef]
- Domingo, F.; Villagarcı́a, L.; Brenner, A.J.; Puigdefábregas, J. Evapotranspiration model for semi-arid shrub-lands tested against data from SE Spain. Agricultural and Forest Meteorology 1999, 95, 67–84. [Google Scholar] [CrossRef]
- Pugnaire, F.I.; Haase, P.; Incoll, L.D.; Clark, S.C. Response of the Tussock Grass Stipa tenacissima to Watering in a Semi-Arid Environment. Functional Ecology 1996, 10, 265–274. [Google Scholar] [CrossRef]
- Yang, Y.; Zhou, Z.; Li, Y.; Lv, Y.; Yang, D.; Yang, S.; Wu, J.; Li, X.; Gu, Z.; Sun, X.; et al. Uncovering the role of a positive selection site of wax ester synthase/diacylglycerol acyltransferase in two closely related Stipa species in wax ester synthesis under drought stress. J Exp Bot 2020, 71, 4159–4170. [Google Scholar] [CrossRef] [PubMed]
- El-Abbassi, F.E.; Assarar, M.; Ayad, R.; Bourmaud, A.; Baley, C. A review on alfa fibre (Stipa tenacissima L.): From the plant architecture to the reinforcement of polymer composites. Composites Part A: Applied Science and Manufacturing 2020, 128. [Google Scholar] [CrossRef]
- Haworth, M.; Marino, G.; Cosentino, S.L.; Brunetti, C.; De Carlo, A.; Avola, G.; Riggi, E.; Loreto, F.; Centritto, M. Increased free abscisic acid during drought enhances stomatal sensitivity and modifies stomatal behaviour in fast growing giant reed (Arundo donax L.). Environmental and Experimental Botany 2018, 147, 116–124. [Google Scholar] [CrossRef]
- Carignato, A.; Vázquez-Piqué, J.; Tapias, R.; Ruiz, F.; Fernández, M. Variability and Plasticity in Cuticular Transpiration and Leaf Permeability Allow Differentiation of Eucalyptus Clones at an Early Age. Forests 2019, 11. [Google Scholar] [CrossRef]
- Zhou, A.; Liu, E.; Liu, J.; Feng, S.; Gong, S.; Wang, J. Characterization of increased cuticular wax mutant and analysis of genes involved in wax biosynthesis in Dianthus spiculifolius. Hortic Res 2018, 5, 40. [Google Scholar] [CrossRef]
- Li, X.; Huang, Q.; Mi, X.; Bai, Y.; Zhang, M.; Li, X. Grazing every month minimizes size but boosts photosynthesis in Stipa grandis in the steppe of Inner Mongolia, China. Journal of Arid Land 2018, 10, 601–611. [Google Scholar] [CrossRef]
- Büssis, D.; von Groll, U.; Fisahn, J.; Altmann, T. Stomatal aperture can compensate altered stomatal density in Arabidopsis thaliana at growth light conditions. Funct Plant Biol 2006, 33, 1037–1043. [Google Scholar] [CrossRef]
- García-Morote, F.; Martínez-García, E.; Andrés-Abellán, M.; Caballero, E.; Miettinen, H.; López-Serrano, F. Direct Seeding of Pinus halepensis Mill. for Recovery of Burned Semi-Arid Forests: Implications for Post-Fire Management for Improving Natural Regeneration. Forests 2017, 8. [Google Scholar] [CrossRef]
- Pérez-Anta, I. Efecto de Stipa tenacissima L. sobre los flujos de agua del sistema suelo-esparto en un ecosistema semiárido de Pinus halepensis Mill. en el SE peninsular: Implicaciones para la gestión forestal. University of Castilla-La Mancha, Albacete, Spain, 2021.
- Leuning, R. A critical appraisal of a combined stomatal-photosynthesis model for C3 plants. Plant, Cell & Environment 1995, 18, 339–355. [Google Scholar] [CrossRef]
- Hoshmand, H.R. Design of Experiments for Agriculture and the Natural Sciences Second Edition, Second Edition ed.; Champan & Hall/CRC: New York, 2006; p. 437. [Google Scholar] [CrossRef]
- Pinheiro, J.B.D.; DebRoy, S.; Sarkar, D.; R Core Team. nlme: Linear and Nonlinear Mixed Effects Models. R package version 3.1-155. 2022. https://CRAN.R-project.org/package=nlme.
- Daniel, C.; Wood, F.S. Fitting equations to data: Computer analysis of multifactor data; John Wiley & Sons, Inc.: 1980.
- Neter, J.; Kutner, M.; Wasserman, W.; Nachtsheim, C. Applied Linear Statistical Models, 4th ed.; McGraw-Hill-Irwin: Chicago, 1996; pp. xv, 720 pages. [Google Scholar]
- Belsley, D.A.; Kuh, E.; Welsch, R.E. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity; John Wiley & Sons, Ltd.: New York, 2013. [Google Scholar]








| Growing season | |||||
|---|---|---|---|---|---|
| Main Effects | Spring | Summer | Autumn | Winter | Yearly |
| Leaf | <0.001* | 0.533 | <0.000* | 0.001* | <0.001* |
| Leaf x Season | - | - | - | - | <0.001* |
| Leaf x Site | 0.858 | 0.687 | 0.571 | 0.873 | 0.317 |
| Leaf x Maturity | 0.322 | 0.223 | 0.447 | 0.784 | 0.295 |
| Leaf x Season x Site | - | - | - | - | 0.679 |
| Leaf x Season x Maturity | - | - | - | - | 0.724 |
| Growing season | |||||
|---|---|---|---|---|---|
| Main Effects | Spring | Summer | Autumn | Winter | Total values |
| Season | - | - | - | - | <0.001* |
| Site | 0.026* | 0.003* | 0.625 | 0.702 | 0.088 |
| Maturity | 0.512 | 0.098 | 0.775 | 0.240 | 0.305 |
| Season x Site | - | - | - | - | 0.126 |
| Season x Maturity | - | - | - | - | 0.164 |
| Site x Maturity | 0.086 | 0.021* | 0.399 | 0.617 | 0.121 |
| Season x Site x Maturity | - | - | - | - | 0.607 |
| Seasons | Leaves | p | SEE | (%) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Summer 2020 | Greens | −8.62±0.88 | 5.03± 1.05 | n.s. | n.s | 4.24± 0.81 | −4.18± 0.91 | 0.00 | 1.04 | 34.9 |
| Senescent | −3.91 ±0.08 | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |||
| Autumn 2020 | Greens | −5.64±0.27 | 0.19±0.09 | n.s. | n.s. | 1.26± 0.11 | n.s. | 0.00 | 0.57 | 48.5 |
| Senescent | −3.97 ±0.10 | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |||
| Winter 2020-21 | Green | −1.67±0.23 | n.s. | −0.048±0.014 | n.s. | n.s. | n.s. | 0.00 | 0.39 | 23.8 |
| Senescent | −3.96 ±0.14 | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |||
| Spring 2021 | Green | −2.14±0.89 | n.s. | n.s. | 0.028±0.010 | n.s. | n.s. | 0.00 | 0.31 | 23.6 |
| Senescent | −3.52 ±0.09 | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. | |||
| Yearly(all data) | Greens | −5.82±0.29 | 1.04± 0.35 | −0.053± 0.023 | n.s. | 1.60± 0.21 | −0.25± 0.15 | 0.00 | 0.90 | 46.0 |
| Senescent | −3.92 ±0.06 | n.s. | n.s. | n.s. | n.s. | n.s. | n.s. |
| Seasons | Leaf type-site | T (mm h−1) | Sw (%) | Ts (ºC) | PAR (µmol m−2 s−1) | VPD(kPa) |
|---|---|---|---|---|---|---|
| Summer 2020 | Green- dense | 3.4±0.4 | 32.9±0.5 | 959±39 | 5.2±2.9 | |
| Green- clear | ||||||
| Senescent | ||||||
| Autumn 2020 | Green- dense | 13.0±0.3 | 17.8±0.3 | 576±24 | 2.7±1.5 | |
| Green- clear | ||||||
| Senescent | ||||||
| Winter 2020-21 | Green- dense | 16.3±0.4 | 11.0±0.5 | 458±37 | 1.6±0.6 | |
| Green- clear | ||||||
| Senescent | ||||||
| Spring 2021 | Green- dense | 11.9±0.7 | 12.8± 0.8 | 198±64 | 1.4±0.3 | |
| Green- clear | ||||||
| Senescent | ||||||
| Yearly | Green- dense | 11.8±6.5 | 18.9±9.5 | 596±490 | 2.8±2.1 | |
| (all data) | Green- clear | |||||
| Senescent |
| Environmental conditions | Soil water gradients | |||||
|---|---|---|---|---|---|---|
| Sw<5% | 5%≤Sw≤15% | Sw>15% | ||||
| Sw (%) | 0,55** | 0,49** | -0,14 | |||
| Ts (ºC) | -0,47** | -0,30* | 0,33* | |||
| VPD (kPa) | 0,58** | -0,12 | 0,48** | |||
| PAR (µmol m-2 s-1) | 0,45** | 0,31* | 0,57** | |||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).