Articles | Volume 23, issue 6
https://doi.org/10.5194/hess-23-2581-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-23-2581-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
14 Jun 2019
Research article |
| 14 Jun 2019
| 14 Jun 2019
The 18O ecohydrology of a grassland ecosystem – predictions and observations
Regina T. Hirl
CORRESPONDING AUTHOR
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
UMR ISPA, INRA, 33140 Villenave d'Ornon, France
Hans Schnyder
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Ulrike Ostler
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Rudi Schäufele
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Inga Schleip
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Nachhaltige Grünlandnutzungssysteme und Grünlandökologie, Hochschule für nachhaltige Entwicklung Eberswalde, 16225 Eberswalde, Germany
Sylvia H. Vetter
Institute of Biological and Environmental Sciences, University of Aberdeen, Aberdeen AB24 3UU, UK
Karl Auerswald
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Juan C. Baca Cabrera
Lehrstuhl für Grünlandlehre, Technische Universität München, 85354 Freising, Germany
Lisa Wingate
UMR ISPA, INRA, 33140 Villenave d'Ornon, France
Margaret M. Barbour
Sydney Institute of Agriculture, The University of Sydney, NSW 2570, Sydney, Australia
Jérôme Ogée
UMR ISPA, INRA, 33140 Villenave d'Ornon, France
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Guohua Liu, Mirco Migliavacca, Christian Reimers, Basil Kraft, Markus Reichstein, Andrew D. Richardson, Lisa Wingate, Nicolas Delpierre, Hui Yang, and Alexander J. Winkler
Geosci. Model Dev., 17, 6683–6701, https://doi.org/10.5194/gmd-17-6683-2024, https://doi.org/10.5194/gmd-17-6683-2024, 2024
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Our study employs long short-term memory (LSTM) networks to model canopy greenness and phenology, integrating meteorological memory effects. The LSTM model outperforms traditional methods, enhancing accuracy in predicting greenness dynamics and phenological transitions across plant functional types. Highlighting the importance of multi-variate meteorological memory effects, our research pioneers unlock the secrets of vegetation phenology responses to climate change with deep learning techniques.
Javier de la Casa, Adrià Barbeta, Asun Rodríguez-Uña, Lisa Wingate, Jérôme Ogée, and Teresa E. Gimeno
Hydrol. Earth Syst. Sci., 26, 4125–4146, https://doi.org/10.5194/hess-26-4125-2022, https://doi.org/10.5194/hess-26-4125-2022, 2022
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Recently, studies have been reporting mismatches in the water isotopic composition of plants and soils. In this work, we reviewed worldwide isotopic composition data of field and laboratory studies to see if the mismatch is generalised, and we found it to be true. This contradicts theoretical expectations and may underlie an non-described phenomenon that should be forward investigated and implemented in ecohydrological models to avoid erroneous estimations of water sources used by vegetation.
Jinshi Jian, Xuan Du, Juying Jiao, Xiaohua Ren, Karl Auerswald, Ryan Stewart, Zeli Tan, Jianlin Zhao, Daniel L. Evans, Guangju Zhao, Nufang Fang, Wenyi Sun, Chao Yue, and Ben Bond-Lamberty
Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2022-87, https://doi.org/10.5194/essd-2022-87, 2022
Manuscript not accepted for further review
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Field soil loss and sediment yield due to surface runoff observations were compiled into a database named AWESOME: Archive for Water Erosion and Sediment Outflow MEasurements. Annual soil erosion data from 1985 geographic sites and 75 countries have been compiled into AWESOME. This database aims to be an open framework for the scientific community to share field-based annual soil erosion measurements, enabling better understanding of the spatial and temporal variability of annual soil erosion.
Linda M. J. Kooijmans, Ara Cho, Jin Ma, Aleya Kaushik, Katherine D. Haynes, Ian Baker, Ingrid T. Luijkx, Mathijs Groenink, Wouter Peters, John B. Miller, Joseph A. Berry, Jerome Ogée, Laura K. Meredith, Wu Sun, Kukka-Maaria Kohonen, Timo Vesala, Ivan Mammarella, Huilin Chen, Felix M. Spielmann, Georg Wohlfahrt, Max Berkelhammer, Mary E. Whelan, Kadmiel Maseyk, Ulli Seibt, Roisin Commane, Richard Wehr, and Maarten Krol
Biogeosciences, 18, 6547–6565, https://doi.org/10.5194/bg-18-6547-2021, https://doi.org/10.5194/bg-18-6547-2021, 2021
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The gas carbonyl sulfide (COS) can be used to estimate photosynthesis. To adopt this approach on regional and global scales, we need biosphere models that can simulate COS exchange. So far, such models have not been evaluated against observations. We evaluate the COS biosphere exchange of the SiB4 model against COS flux observations. We find that the model is capable of simulating key processes in COS biosphere exchange. Still, we give recommendations for further improvement of the model.
Rafael Poyatos, Víctor Granda, Víctor Flo, Mark A. Adams, Balázs Adorján, David Aguadé, Marcos P. M. Aidar, Scott Allen, M. Susana Alvarado-Barrientos, Kristina J. Anderson-Teixeira, Luiza Maria Aparecido, M. Altaf Arain, Ismael Aranda, Heidi Asbjornsen, Robert Baxter, Eric Beamesderfer, Z. Carter Berry, Daniel Berveiller, Bethany Blakely, Johnny Boggs, Gil Bohrer, Paul V. Bolstad, Damien Bonal, Rosvel Bracho, Patricia Brito, Jason Brodeur, Fernando Casanoves, Jérôme Chave, Hui Chen, Cesar Cisneros, Kenneth Clark, Edoardo Cremonese, Hongzhong Dang, Jorge S. David, Teresa S. David, Nicolas Delpierre, Ankur R. Desai, Frederic C. Do, Michal Dohnal, Jean-Christophe Domec, Sebinasi Dzikiti, Colin Edgar, Rebekka Eichstaedt, Tarek S. El-Madany, Jan Elbers, Cleiton B. Eller, Eugénie S. Euskirchen, Brent Ewers, Patrick Fonti, Alicia Forner, David I. Forrester, Helber C. Freitas, Marta Galvagno, Omar Garcia-Tejera, Chandra Prasad Ghimire, Teresa E. Gimeno, John Grace, André Granier, Anne Griebel, Yan Guangyu, Mark B. Gush, Paul J. Hanson, Niles J. Hasselquist, Ingo Heinrich, Virginia Hernandez-Santana, Valentine Herrmann, Teemu Hölttä, Friso Holwerda, James Irvine, Supat Isarangkool Na Ayutthaya, Paul G. Jarvis, Hubert Jochheim, Carlos A. Joly, Julia Kaplick, Hyun Seok Kim, Leif Klemedtsson, Heather Kropp, Fredrik Lagergren, Patrick Lane, Petra Lang, Andrei Lapenas, Víctor Lechuga, Minsu Lee, Christoph Leuschner, Jean-Marc Limousin, Juan Carlos Linares, Maj-Lena Linderson, Anders Lindroth, Pilar Llorens, Álvaro López-Bernal, Michael M. Loranty, Dietmar Lüttschwager, Cate Macinnis-Ng, Isabelle Maréchaux, Timothy A. Martin, Ashley Matheny, Nate McDowell, Sean McMahon, Patrick Meir, Ilona Mészáros, Mirco Migliavacca, Patrick Mitchell, Meelis Mölder, Leonardo Montagnani, Georgianne W. Moore, Ryogo Nakada, Furong Niu, Rachael H. Nolan, Richard Norby, Kimberly Novick, Walter Oberhuber, Nikolaus Obojes, A. Christopher Oishi, Rafael S. Oliveira, Ram Oren, Jean-Marc Ourcival, Teemu Paljakka, Oscar Perez-Priego, Pablo L. Peri, Richard L. Peters, Sebastian Pfautsch, William T. Pockman, Yakir Preisler, Katherine Rascher, George Robinson, Humberto Rocha, Alain Rocheteau, Alexander Röll, Bruno H. P. Rosado, Lucy Rowland, Alexey V. Rubtsov, Santiago Sabaté, Yann Salmon, Roberto L. Salomón, Elisenda Sánchez-Costa, Karina V. R. Schäfer, Bernhard Schuldt, Alexandr Shashkin, Clément Stahl, Marko Stojanović, Juan Carlos Suárez, Ge Sun, Justyna Szatniewska, Fyodor Tatarinov, Miroslav Tesař, Frank M. Thomas, Pantana Tor-ngern, Josef Urban, Fernando Valladares, Christiaan van der Tol, Ilja van Meerveld, Andrej Varlagin, Holm Voigt, Jeffrey Warren, Christiane Werner, Willy Werner, Gerhard Wieser, Lisa Wingate, Stan Wullschleger, Koong Yi, Roman Zweifel, Kathy Steppe, Maurizio Mencuccini, and Jordi Martínez-Vilalta
Earth Syst. Sci. Data, 13, 2607–2649, https://doi.org/10.5194/essd-13-2607-2021, https://doi.org/10.5194/essd-13-2607-2021, 2021
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Transpiration is a key component of global water balance, but it is poorly constrained from available observations. We present SAPFLUXNET, the first global database of tree-level transpiration from sap flow measurements, containing 202 datasets and covering a wide range of ecological conditions. SAPFLUXNET and its accompanying R software package
sapfluxnetrwill facilitate new data syntheses on the ecological factors driving water use and drought responses of trees and forests.
Sam P. Jones, Aurore Kaisermann, Jérôme Ogée, Steven Wohl, Alexander W. Cheesman, Lucas A. Cernusak, and Lisa Wingate
SOIL, 7, 145–159, https://doi.org/10.5194/soil-7-145-2021, https://doi.org/10.5194/soil-7-145-2021, 2021
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Understanding how the rate of oxygen isotope exchange between water and CO2 varies in soils is key for using the oxygen isotope composition of atmospheric CO2 as a tracer of biosphere CO2 fluxes at large scales. Across 44 diverse soils the rate of this exchange responded to pH, nitrate and microbial biomass, which are hypothesised to alter activity of the enzyme carbonic anhydrase in soils. Using these three soil traits, it is now possible to predict how this isotopic exchange varies spatially.
Peter Fiener, Florian Wilken, and Karl Auerswald
Adv. Geosci., 48, 31–48, https://doi.org/10.5194/adgeo-48-31-2019, https://doi.org/10.5194/adgeo-48-31-2019, 2019
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An 8-year dataset of erosion monitoring (e.g. agricultural management, rainfall, runoff, sediment delivery) is made available. It covers 14 adjoining and partly nested watersheds (sizes 1–14 ha) that were cultivated following integrated (4 crops) and organic farming (7 crops and grassland) practices. Drivers of erosion and runoff were determined and with high spatial and temporal detail. The data set closes the gap between plot research and watershed research.
Adrià Barbeta, Sam P. Jones, Laura Clavé, Lisa Wingate, Teresa E. Gimeno, Bastien Fréjaville, Steve Wohl, and Jérôme Ogée
Hydrol. Earth Syst. Sci., 23, 2129–2146, https://doi.org/10.5194/hess-23-2129-2019, https://doi.org/10.5194/hess-23-2129-2019, 2019
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Plant water sources of a beech riparian forest were monitored using stable isotopes. Isotopic fractionation during root water uptake is usually neglected but may be more common than previously accepted. Xylem water was always more depleted in δ2H than all sources considered, suggesting isotopic discrimination during water uptake or within plant tissues. Thus, the identification and quantification of tree water sources was affected. Still, oxygen isotopes were a good tracer of plant source water.
Karl Auerswald, Franziska K. Fischer, Tanja Winterrath, and Robert Brandhuber
Hydrol. Earth Syst. Sci., 23, 1819–1832, https://doi.org/10.5194/hess-23-1819-2019, https://doi.org/10.5194/hess-23-1819-2019, 2019
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Radar rain data enable for the first time portraying the erosivity pattern with high spatial and temporal resolution. This allowed quantification of erosivity in Germany with unprecedented detail. Compared to previous estimates, erosivity has strongly increased and its seasonal distribution has changed, presumably due to climate change. As a consequence, erosion for some crops is 4 times higher than previously estimated.
Karl Auerswald, Peter Moyle, Simon Paul Seibert, and Juergen Geist
Hydrol. Earth Syst. Sci., 23, 1035–1044, https://doi.org/10.5194/hess-23-1035-2019, https://doi.org/10.5194/hess-23-1035-2019, 2019
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The demand for flood protection often results in the construction of more and bigger levees along rivers. We highlight that such technical solutions often result in undesired socio-economic and ecological consequences such as increased downstream flooding risk, changes of groundwater levels, and a loss of aquatic and terrestrial biodiversity. We propose a transdisciplinary approach of integrated flood management and green infrastructure instead of reliance on technical protection measures.
Franziska K. Fischer, Tanja Winterrath, and Karl Auerswald
Hydrol. Earth Syst. Sci., 22, 6505–6518, https://doi.org/10.5194/hess-22-6505-2018, https://doi.org/10.5194/hess-22-6505-2018, 2018
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The potential of rain to cause soil erosion by runoff is called rain erosivity. Rain erosivity is highly variable in space and time even over distances of less than 1 km. Contiguously measured radar rain data depict for the first time this spatio-temporal variation, but scaling factors are required to account for differences in spatial and temporal resolution compared to rain gauge data. These scaling factors were obtained from more than 2 million erosive events.
Adrià Barbeta, Sam P. Jones, Laura Clavé, Lisa Wingate, Teresa E. Gimeno, Bastien Fréjaville, Steve Wohl, and Jérôme Ogée
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2018-402, https://doi.org/10.5194/hess-2018-402, 2018
Revised manuscript not accepted
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Plant-water sources of a beech riparian forest were monitored using stable isotopes. Isotopic fractionation during root water uptake is usually neglected but may be more common than previously accepted. Xylem water was always more depleted in δ2H than all sources considered, suggesting isotopic discrimination during water uptake or within plant tissues. Thus, the identification and quantification of tree water sources was affected. Still, oxygen isotopes were a good tracer of plant source water.
Aurore Kaisermann, Jérôme Ogée, Joana Sauze, Steven Wohl, Sam P. Jones, Ana Gutierrez, and Lisa Wingate
Atmos. Chem. Phys., 18, 9425–9440, https://doi.org/10.5194/acp-18-9425-2018, https://doi.org/10.5194/acp-18-9425-2018, 2018
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Soils simultaneously produce and consume the trace gas carbonyl sulfide (COS). To understand the role of these processes, we developed a method to estimate their contribution to the soil–atmosphere COS exchange. Exchange was principally driven by consumption, but the influence of production increased at higher temperatures, lower soil moisture contents and lower COS concentrations. Across the soils studied, we found a strong interaction between soil nitrogen and COS exchange.
Mary E. Whelan, Sinikka T. Lennartz, Teresa E. Gimeno, Richard Wehr, Georg Wohlfahrt, Yuting Wang, Linda M. J. Kooijmans, Timothy W. Hilton, Sauveur Belviso, Philippe Peylin, Róisín Commane, Wu Sun, Huilin Chen, Le Kuai, Ivan Mammarella, Kadmiel Maseyk, Max Berkelhammer, King-Fai Li, Dan Yakir, Andrew Zumkehr, Yoko Katayama, Jérôme Ogée, Felix M. Spielmann, Florian Kitz, Bharat Rastogi, Jürgen Kesselmeier, Julia Marshall, Kukka-Maaria Erkkilä, Lisa Wingate, Laura K. Meredith, Wei He, Rüdiger Bunk, Thomas Launois, Timo Vesala, Johan A. Schmidt, Cédric G. Fichot, Ulli Seibt, Scott Saleska, Eric S. Saltzman, Stephen A. Montzka, Joseph A. Berry, and J. Elliott Campbell
Biogeosciences, 15, 3625–3657, https://doi.org/10.5194/bg-15-3625-2018, https://doi.org/10.5194/bg-15-3625-2018, 2018
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Measurements of the trace gas carbonyl sulfide (OCS) are helpful in quantifying photosynthesis at previously unknowable temporal and spatial scales. While CO2 is both consumed and produced within ecosystems, OCS is mostly produced in the oceans or from specific industries, and destroyed in plant leaves in proportion to CO2. This review summarizes the advancements we have made in the understanding of OCS exchange and applications to vital ecosystem water and carbon cycle questions.
Joana Sauze, Sam P. Jones, Lisa Wingate, Steven Wohl, and Jérôme Ogée
Biogeosciences, 15, 597–612, https://doi.org/10.5194/bg-15-597-2018, https://doi.org/10.5194/bg-15-597-2018, 2018
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Previous studies have shown that differences in soil carbonic anhydrase (CA) activity are found in different biomes and seasons, but our understanding of the drivers responsible for those patterns is still limited. We artificially increased the soil CA concentration to test how soil pH affected the relationship between soil CA activity and concentration. We found that soil pH was the primary driver of soil CA activity.
Sam P. Jones, Jérôme Ogée, Joana Sauze, Steven Wohl, Noelia Saavedra, Noelia Fernández-Prado, Juliette Maire, Thomas Launois, Alexandre Bosc, and Lisa Wingate
Hydrol. Earth Syst. Sci., 21, 6363–6377, https://doi.org/10.5194/hess-21-6363-2017, https://doi.org/10.5194/hess-21-6363-2017, 2017
Yiying Chen, James Ryder, Vladislav Bastrikov, Matthew J. McGrath, Kim Naudts, Juliane Otto, Catherine Ottlé, Philippe Peylin, Jan Polcher, Aude Valade, Andrew Black, Jan A. Elbers, Eddy Moors, Thomas Foken, Eva van Gorsel, Vanessa Haverd, Bernard Heinesch, Frank Tiedemann, Alexander Knohl, Samuli Launiainen, Denis Loustau, Jérôme Ogée, Timo Vessala, and Sebastiaan Luyssaert
Geosci. Model Dev., 9, 2951–2972, https://doi.org/10.5194/gmd-9-2951-2016, https://doi.org/10.5194/gmd-9-2951-2016, 2016
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In this study, we compiled a set of within-canopy and above-canopy measurements of energy and water fluxes, and used these data to parametrize and validate the new multi-layer energy budget scheme for a range of forest types. An adequate parametrization approach has been presented for the global-scale land surface model (ORCHIDEE-CAN). Furthermore, model performance of the new multi-layer parametrization was compared against the existing single-layer scheme.
Guo Chen, Karl Auerswald, and Hans Schnyder
Biogeosciences, 13, 3175–3186, https://doi.org/10.5194/bg-13-3175-2016, https://doi.org/10.5194/bg-13-3175-2016, 2016
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Hydrophilic surfaces influence the structure of water close to them and may thus affect the isotope composition of water. Across a wide range of materials, fractionation became linearly more negative with increasing volumetric solid : water ratio and even exceeded −44 ‰ for 2H. This has major implications for the interpretation of the isotopic composition of extracted water, especially when the solid : water ratio is larger than 0.5 or for processes occurring at the solid–water interface.
Jérôme Ogée, Joana Sauze, Jürgen Kesselmeier, Bernard Genty, Heidi Van Diest, Thomas Launois, and Lisa Wingate
Biogeosciences, 13, 2221–2240, https://doi.org/10.5194/bg-13-2221-2016, https://doi.org/10.5194/bg-13-2221-2016, 2016
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Estimates of photosynthesis and respiration at large scales are needed to improve our predictions of the global CO2 cycle. Carbonyl sulfide (OCS) has been proposed as a new tracer of photosynthesis, as it was shown that the uptake of OCS from leaves is nearly proportional to photosynthesis. But soils also exchange OCS with the atmosphere. Here we propose a mechanistic model of this exchange and show, using this new model, how we are able to explain several observed features of soil OCS fluxes.
L. Wingate, J. Ogée, E. Cremonese, G. Filippa, T. Mizunuma, M. Migliavacca, C. Moisy, M. Wilkinson, C. Moureaux, G. Wohlfahrt, A. Hammerle, L. Hörtnagl, C. Gimeno, A. Porcar-Castell, M. Galvagno, T. Nakaji, J. Morison, O. Kolle, A. Knohl, W. Kutsch, P. Kolari, E. Nikinmaa, A. Ibrom, B. Gielen, W. Eugster, M. Balzarolo, D. Papale, K. Klumpp, B. Köstner, T. Grünwald, R. Joffre, J.-M. Ourcival, M. Hellstrom, A. Lindroth, C. George, B. Longdoz, B. Genty, J. Levula, B. Heinesch, M. Sprintsin, D. Yakir, T. Manise, D. Guyon, H. Ahrends, A. Plaza-Aguilar, J. H. Guan, and J. Grace
Biogeosciences, 12, 5995–6015, https://doi.org/10.5194/bg-12-5995-2015, https://doi.org/10.5194/bg-12-5995-2015, 2015
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The timing of plant development stages and their response to climate and management were investigated using a network of digital cameras installed across different European ecosystems. Using the relative red, green and blue content of images we showed that the green signal could be used to estimate the length of the growing season in broadleaf forests. We also developed a model that predicted the seasonal variations of camera RGB signals and how they relate to leaf pigment content and area well.
P. Fiener, K. Auerswald, F. Winter, and M. Disse
Hydrol. Earth Syst. Sci., 17, 4121–4132, https://doi.org/10.5194/hess-17-4121-2013, https://doi.org/10.5194/hess-17-4121-2013, 2013
Related subject area
Subject: Ecohydrology | Techniques and Approaches: Modelling approaches
Regional patterns and drivers of modelled water flows along environmental, functional, and stand structure gradients in Spanish forests
Machine learning and global vegetation: random forests for downscaling and gap filling
Unraveling phenological and stomatal responses to flash drought and implications for water and carbon budgets
Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe
Technical note: Seamless extraction and analysis of river networks in R
Advancing stream classification and hydrologic modeling of ungaged basins for environmental flow management in coastal southern California
Improving regional climate simulations based on a hybrid data assimilation and machine learning method
A comprehensive assessment of in situ and remote sensing soil moisture data assimilation in the APSIM model for improving agricultural forecasting across the US Midwest
Does non-stationarity induced by multiyear drought invalidate the paired-catchment method?
Is the reputation of Eucalyptus plantations for using more water than Pinus plantations justified?
Attributing trend in naturalized streamflow to temporally explicit vegetation change and climate variation in the Yellow River basin of China
Impacts of different types of El Niño events on water quality over the Corn Belt, United States
Leveraging sap flow data in a catchment-scale hybrid model to improve soil moisture and transpiration estimates
Coupled modelling of hydrological processes and grassland production in two contrasting climates
Does maximization of net carbon profit enable the prediction of vegetation behaviour in savanna sites along a precipitation gradient?
Modelling the artificial forest (Robinia pseudoacacia L.) root–soil water interactions in the Loess Plateau, China
A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration
Vegetation greening weakened the capacity of water supply to China's South-to-North Water Diversion Project
Structural changes to forests during regeneration affect water flux partitioning, water ages and hydrological connectivity: Insights from tracer-aided ecohydrological modelling
How does water yield respond to mountain pine beetle infestation in a semiarid forest?
Daily soil temperature modeling improved by integrating observed snow cover and estimated soil moisture in the USA Great Plains
Plant hydraulic transport controls transpiration sensitivity to soil water stress
Drought onset and propagation into soil moisture and grassland vegetation responses during the 2012–2019 major drought in Southern California
Quantifying the effects of urban green space on water partitioning and ages using an isotope-based ecohydrological model
Low and contrasting impacts of vegetation CO2 fertilization on global terrestrial runoff over 1982–2010: accounting for aboveground and belowground vegetation–CO2 effects
Global ecosystem-scale plant hydraulic traits retrieved using model–data fusion
Quantifying the effects of land use and model scale on water partitioning and water ages using tracer-aided ecohydrological models
Quantification of ecohydrological sensitivities and their influencing factors at the seasonal scale
Canopy temperature and heat stress are increased by compound high air temperature and water stress and reduced by irrigation – a modeling analysis
Evaluating a landscape-scale daily water balance model to support spatially continuous representation of flow intermittency throughout stream networks
Testing water fluxes and storage from two hydrology configurations within the ORCHIDEE land surface model across US semi-arid sites
Novel Keeling-plot-based methods to estimate the isotopic composition of ambient water vapor
Disentangling temporal and population variability in plant root water uptake from stable isotopic analysis: when rooting depth matters in labeling studies
Calibration of hydrological models for ecologically relevant streamflow predictions: a trade-off between fitting well to data and estimating consistent parameter sets?
Spatial variability of mean daily estimates of actual evaporation from remotely sensed imagery and surface reference data
Quantification of soil water balance components based on continuous soil moisture measurement and the Richards equation in an irrigated agricultural field of a desert oasis
Mapping the suitability of groundwater-dependent vegetation in a semi-arid Mediterranean area
Modeling boreal forest evapotranspiration and water balance at stand and catchment scales: a spatial approach
A comprehensive sensitivity and uncertainty analysis for discharge and nitrate-nitrogen loads involving multiple discrete model inputs under future changing conditions
Dynamic responses of DOC and DIC transport to different flow regimes in a subtropical small mountainous river
Evaluation of ORCHIDEE-MICT-simulated soil moisture over China and impacts of different atmospheric forcing data
Testing an optimality-based model of rooting zone water storage capacity in temperate forests
A regional-scale ecological risk framework for environmental flow evaluations
Climate-driven disturbances in the San Juan River sub-basin of the Colorado River
Dominant effect of increasing forest biomass on evapotranspiration: interpretations of movement in Budyko space
Modeling the potential impacts of climate change on the water table level of selected forested wetlands in the southeastern United States
Calibration of a parsimonious distributed ecohydrological daily model in a data-scarce basin by exclusively using the spatio-temporal variation of NDVI
Importance of considering riparian vegetation requirements for the long-term efficiency of environmental flows in aquatic microhabitats
Waning habitats due to climate change: the effects of changes in streamflow and temperature at the rear edge of the distribution of a cold-water fish
Cosmic-ray neutron transport at a forest field site: the sensitivity to various environmental conditions with focus on biomass and canopy interception
Jesús Sánchez-Dávila, Miquel De Cáceres, Jordi Vayreda, and Javier Retana
Hydrol. Earth Syst. Sci., 28, 3037–3050, https://doi.org/10.5194/hess-28-3037-2024, https://doi.org/10.5194/hess-28-3037-2024, 2024
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Forest blue water is determined by the climate, functional traits, and stand structure variables. The leaf area index (LAI) is the main driver of the trade-off between the blue and green water. Blue water is concentrated in the autumn–winter season, and deciduous trees can increase the relative blue water. The leaf phenology and seasonal distribution are determinants for the relative blue water.
Barry van Jaarsveld, Sandra M. Hauswirth, and Niko Wanders
Hydrol. Earth Syst. Sci., 28, 2357–2374, https://doi.org/10.5194/hess-28-2357-2024, https://doi.org/10.5194/hess-28-2357-2024, 2024
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Drought often manifests itself in vegetation; however, obtaining high-resolution remote-sensing products that are spatially and temporally consistent is difficult. In this study, we show that machine learning (ML) can fill data gaps in existing products. We also demonstrate that ML can be used as a downscaling tool. By relying on ML for gap filling and downscaling, we can obtain a more holistic view of the impacts of drought on vegetation.
Nicholas K. Corak, Jason A. Otkin, Trent W. Ford, and Lauren E. L. Lowman
Hydrol. Earth Syst. Sci., 28, 1827–1851, https://doi.org/10.5194/hess-28-1827-2024, https://doi.org/10.5194/hess-28-1827-2024, 2024
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We simulate how dynamic vegetation interacts with the atmosphere during extreme drought events known as flash droughts. We find that plants nearly halt water and carbon exchanges and limit their growth during flash drought. This work has implications for how to account for changes in vegetation state during extreme drought events when making predictions under future climate scenarios.
Samuel Scherrer, Gabriëlle De Lannoy, Zdenko Heyvaert, Michel Bechtold, Clement Albergel, Tarek S. El-Madany, and Wouter Dorigo
Hydrol. Earth Syst. Sci., 27, 4087–4114, https://doi.org/10.5194/hess-27-4087-2023, https://doi.org/10.5194/hess-27-4087-2023, 2023
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We explored different options for data assimilation (DA) of the remotely sensed leaf area index (LAI). We found strong biases between LAI predicted by Noah-MP and observations. LAI DA that does not take these biases into account can induce unphysical patterns in the resulting LAI and flux estimates and leads to large changes in the climatology of root zone soil moisture. We tested two bias-correction approaches and explored alternative solutions to treating bias in LAI DA.
Luca Carraro
Hydrol. Earth Syst. Sci., 27, 3733–3742, https://doi.org/10.5194/hess-27-3733-2023, https://doi.org/10.5194/hess-27-3733-2023, 2023
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Mathematical models are key to the study of environmental processes in rivers. Such models often require information on river morphology from geographic information system (GIS) software, which hinders the use of replicable workflows. Here I present rivnet, an R package for simple, robust, GIS-free extraction and analysis of river networks. The package is designed so as to require minimal user input and is oriented towards ecohydrological, ecological and biogeochemical modeling.
Stephen K. Adams, Brian P. Bledsoe, and Eric D. Stein
Hydrol. Earth Syst. Sci., 27, 3021–3039, https://doi.org/10.5194/hess-27-3021-2023, https://doi.org/10.5194/hess-27-3021-2023, 2023
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Managing streams for environmental flows involves prioritizing healthy stream ecosystems while distributing water resources. Classifying streams of similar types is a useful step in developing environmental flows. Environmental flows are often developed on data-poor streams that must be modeled. This paper has developed a new method of classification that prioritizes model accuracy. The new method advances environmental streamflow management and modeling of data-poor watersheds.
Xinlei He, Yanping Li, Shaomin Liu, Tongren Xu, Fei Chen, Zhenhua Li, Zhe Zhang, Rui Liu, Lisheng Song, Ziwei Xu, Zhixing Peng, and Chen Zheng
Hydrol. Earth Syst. Sci., 27, 1583–1606, https://doi.org/10.5194/hess-27-1583-2023, https://doi.org/10.5194/hess-27-1583-2023, 2023
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This study highlights the role of integrating vegetation and multi-source soil moisture observations in regional climate models via a hybrid data assimilation and machine learning method. In particular, we show that this approach can improve land surface fluxes, near-surface atmospheric conditions, and land–atmosphere interactions by implementing detailed land characterization information in basins with complex underlying surfaces.
Marissa Kivi, Noemi Vergopolan, and Hamze Dokoohaki
Hydrol. Earth Syst. Sci., 27, 1173–1199, https://doi.org/10.5194/hess-27-1173-2023, https://doi.org/10.5194/hess-27-1173-2023, 2023
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This study attempts to provide a framework for direct integration of soil moisture observations collected from soil sensors and satellite imagery into process-based crop models for improving the representation of agricultural systems. The performance of this framework was evaluated across 19 sites times years for crop yield, normalized difference vegetation index (NDVI), soil moisture, tile flow drainage, and nitrate leaching.
Yunfan Zhang, Lei Cheng, Lu Zhang, Shujing Qin, Liu Liu, Pan Liu, and Yanghe Liu
Hydrol. Earth Syst. Sci., 26, 6379–6397, https://doi.org/10.5194/hess-26-6379-2022, https://doi.org/10.5194/hess-26-6379-2022, 2022
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Multiyear drought has been demonstrated to cause non-stationary rainfall–runoff relationship. But whether changes can invalidate the most fundamental method (i.e., paired-catchment method (PCM)) for separating vegetation change impacts is still unknown. Using paired-catchment data with 10-year drought, PCM is shown to still be reliable even in catchments with non-stationarity. A new framework is further proposed to separate impacts of two non-stationary drivers, using paired-catchment data.
Don A. White, Shiqi Ren, Daniel S. Mendham, Francisco Balocchi-Contreras, Richard P. Silberstein, Dean Meason, Andrés Iroumé, and Pablo Ramirez de Arellano
Hydrol. Earth Syst. Sci., 26, 5357–5371, https://doi.org/10.5194/hess-26-5357-2022, https://doi.org/10.5194/hess-26-5357-2022, 2022
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Of all the planting options for wood production and carbon storage, Eucalyptus species provoke the greatest concern about their effect on water resources. We compared Eucalyptus and Pinus species (the two most widely planted genera) by fitting a simple model to the published estimates of their annual water use. There was no significant difference between the two genera. This has important implications for the global debate around Eucalyptus and is an option for carbon forests.
Zhihui Wang, Qiuhong Tang, Daoxi Wang, Peiqing Xiao, Runliang Xia, Pengcheng Sun, and Feng Feng
Hydrol. Earth Syst. Sci., 26, 5291–5314, https://doi.org/10.5194/hess-26-5291-2022, https://doi.org/10.5194/hess-26-5291-2022, 2022
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Variable infiltration capacity simulation considering dynamic vegetation types and structural parameters is able to better capture the effect of temporally explicit vegetation change and climate variation in hydrological regimes. Vegetation greening including interannual LAI and intra-annual LAI temporal pattern change induced by large-scale ecological restoration and non-vegetation underlying surface change played dominant roles in the natural streamflow reduction of the Yellow River basin.
Pan Chen, Wenhong Li, and Keqi He
Hydrol. Earth Syst. Sci., 26, 4875–4892, https://doi.org/10.5194/hess-26-4875-2022, https://doi.org/10.5194/hess-26-4875-2022, 2022
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The study assessed changes in total nitrogen (TN) and total phosphorus (TP) loads in response to eastern Pacific (EP) and central Pacific (CP) El Niño events over the Corn Belt, USA, using the SWAT model. Results showed that EP (CP) El Niño events improved (exacerbated) water quality in the region. Furthermore, EP El Niño had a much broader and longer impact on water quality at the outlets, but CP El Niño could lead to similar increases in TN/TP loads as EP El Niño at the specific watersheds.
Ralf Loritz, Maoya Bassiouni, Anke Hildebrandt, Sibylle K. Hassler, and Erwin Zehe
Hydrol. Earth Syst. Sci., 26, 4757–4771, https://doi.org/10.5194/hess-26-4757-2022, https://doi.org/10.5194/hess-26-4757-2022, 2022
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In this study, we combine a deep-learning approach that predicts sap flow with a hydrological model to improve soil moisture and transpiration estimates at the catchment scale. Our results highlight that hybrid-model approaches, combining machine learning with physically based models, are a promising way to improve our ability to make hydrological predictions.
Nicholas Jarvis, Jannis Groh, Elisabet Lewan, Katharina H. E. Meurer, Walter Durka, Cornelia Baessler, Thomas Pütz, Elvin Rufullayev, and Harry Vereecken
Hydrol. Earth Syst. Sci., 26, 2277–2299, https://doi.org/10.5194/hess-26-2277-2022, https://doi.org/10.5194/hess-26-2277-2022, 2022
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We apply an eco-hydrological model to data on soil water balance and grassland growth obtained at two sites with contrasting climates. Our results show that the grassland in the drier climate had adapted by developing deeper roots, which maintained water supply to the plants in the face of severe drought. Our study emphasizes the importance of considering such plastic responses of plant traits to environmental stress in the modelling of soil water balance and plant growth under climate change.
Remko C. Nijzink, Jason Beringer, Lindsay B. Hutley, and Stanislaus J. Schymanski
Hydrol. Earth Syst. Sci., 26, 525–550, https://doi.org/10.5194/hess-26-525-2022, https://doi.org/10.5194/hess-26-525-2022, 2022
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Most models that simulate water and carbon exchanges with the atmosphere rely on information about vegetation, but optimality models predict vegetation properties based on general principles. Here, we use the Vegetation Optimality Model (VOM) to predict vegetation behaviour at five savanna sites. The VOM overpredicted vegetation cover and carbon uptake during the wet seasons but also performed similarly to conventional models, showing that vegetation optimality is a promising approach.
Hongyu Li, Yi Luo, Lin Sun, Xiangdong Li, Changkun Ma, Xiaolei Wang, Ting Jiang, and Haoyang Zhu
Hydrol. Earth Syst. Sci., 26, 17–34, https://doi.org/10.5194/hess-26-17-2022, https://doi.org/10.5194/hess-26-17-2022, 2022
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Drying soil layers (DSLs) have been extensively reported in artificial forestland in the Loess Plateau, China, which has limited water resources and deep loess. To address this issue relating to plant root–soil water interactions, this study developed a root growth model that simulates both the dynamic rooting depth and fine-root distribution. Evaluation vs. field data proved a positive performance. Long-term simulation reproduced the evolution process of the DSLs and revealed their mechanisms.
Jiancong Chen, Baptiste Dafflon, Anh Phuong Tran, Nicola Falco, and Susan S. Hubbard
Hydrol. Earth Syst. Sci., 25, 6041–6066, https://doi.org/10.5194/hess-25-6041-2021, https://doi.org/10.5194/hess-25-6041-2021, 2021
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The novel hybrid predictive modeling (HPM) approach uses a long short-term memory recurrent neural network to estimate evapotranspiration (ET) and ecosystem respiration (Reco) with only meteorological and remote-sensing inputs. We developed four use cases to demonstrate the applicability of HPM. The results indicate HPM is capable of providing ET and Reco estimations in challenging mountainous systems and enhances our understanding of watershed dynamics at sparsely monitored watersheds.
Jiehao Zhang, Yulong Zhang, Ge Sun, Conghe Song, Matthew P. Dannenberg, Jiangfeng Li, Ning Liu, Kerong Zhang, Quanfa Zhang, and Lu Hao
Hydrol. Earth Syst. Sci., 25, 5623–5640, https://doi.org/10.5194/hess-25-5623-2021, https://doi.org/10.5194/hess-25-5623-2021, 2021
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To quantify how vegetation greening impacts the capacity of water supply, we built a hybrid model and conducted a case study using the upper Han River basin (UHRB) that serves as the water source area to the world’s largest water diversion project. Vegetation greening in the UHRB during 2001–2018 induced annual water yield (WY) greatly decreased. Vegetation greening also increased the possibility of drought and reduced a quarter of WY on average during drought periods.
Aaron J. Neill, Christian Birkel, Marco P. Maneta, Doerthe Tetzlaff, and Chris Soulsby
Hydrol. Earth Syst. Sci., 25, 4861–4886, https://doi.org/10.5194/hess-25-4861-2021, https://doi.org/10.5194/hess-25-4861-2021, 2021
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Structural changes (cover and height of vegetation plus tree canopy characteristics) to forests during regeneration on degraded land affect how water is partitioned between streamflow, groundwater recharge and evapotranspiration. Partitioning most strongly deviates from baseline conditions during earlier stages of regeneration with dense forest, while recovery may be possible as the forest matures and opens out. This has consequences for informing sustainable landscape restoration strategies.
Jianning Ren, Jennifer C. Adam, Jeffrey A. Hicke, Erin J. Hanan, Christina L. Tague, Mingliang Liu, Crystal A. Kolden, and John T. Abatzoglou
Hydrol. Earth Syst. Sci., 25, 4681–4699, https://doi.org/10.5194/hess-25-4681-2021, https://doi.org/10.5194/hess-25-4681-2021, 2021
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Mountain pine beetle outbreaks have caused widespread tree mortality. While some research shows that water yield increases after trees are killed, many others document no change or a decrease. The climatic and environmental mechanisms driving hydrologic response to tree mortality are not well understood. We demonstrated that the direction of hydrologic response is a function of multiple factors, so previous studies do not necessarily conflict with each other; they represent different conditions.
Haidong Zhao, Gretchen F. Sassenrath, Mary Beth Kirkham, Nenghan Wan, and Xiaomao Lin
Hydrol. Earth Syst. Sci., 25, 4357–4372, https://doi.org/10.5194/hess-25-4357-2021, https://doi.org/10.5194/hess-25-4357-2021, 2021
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This study was done to develop an improved soil temperature model for the USA Great Plains by using common weather station variables as inputs. After incorporating knowledge of estimated soil moisture and observed daily snow depth, the improved model showed a near 50 % gain in performance compared to the original model. We conclude that our improved model can better estimate soil temperature at the surface soil layer where most hydrological and biological processes occur.
Brandon P. Sloan, Sally E. Thompson, and Xue Feng
Hydrol. Earth Syst. Sci., 25, 4259–4274, https://doi.org/10.5194/hess-25-4259-2021, https://doi.org/10.5194/hess-25-4259-2021, 2021
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Plants affect the global water and carbon cycles by modifying their water use and carbon intake in response to soil moisture. Global climate models represent this response with either simple empirical models or complex physical models. We reveal that the latter improves predictions in plants with large flow resistance; however, adding dependence on atmospheric moisture demand to the former matches performance of the latter, leading to a new tool for improving carbon and water cycle predictions.
Maria Magdalena Warter, Michael Bliss Singer, Mark O. Cuthbert, Dar Roberts, Kelly K. Caylor, Romy Sabathier, and John Stella
Hydrol. Earth Syst. Sci., 25, 3713–3729, https://doi.org/10.5194/hess-25-3713-2021, https://doi.org/10.5194/hess-25-3713-2021, 2021
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Intensified drying of soil and grassland vegetation is raising the impact of fire severity and extent in Southern California. While browned grassland is a common sight during the dry season, this study has shown that there is a pronounced shift in the timing of senescence, due to changing climate conditions favoring milder winter temperatures and increased precipitation variability. Vegetation may be limited in its ability to adapt to these shifts, as drought periods become more frequent.
Mikael Gillefalk, Dörthe Tetzlaff, Reinhard Hinkelmann, Lena-Marie Kuhlemann, Aaron Smith, Fred Meier, Marco P. Maneta, and Chris Soulsby
Hydrol. Earth Syst. Sci., 25, 3635–3652, https://doi.org/10.5194/hess-25-3635-2021, https://doi.org/10.5194/hess-25-3635-2021, 2021
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We used a tracer-aided ecohydrological model to quantify water flux–storage–age interactions for three urban vegetation types: trees, shrub and grass. The model results showed that evapotranspiration increased in the order shrub < grass < trees during one growing season. Additionally, we could show how
infiltration hotspotscreated by runoff from sealed onto vegetated surfaces can enhance both evapotranspiration and groundwater recharge.
Yuting Yang, Tim R. McVicar, Dawen Yang, Yongqiang Zhang, Shilong Piao, Shushi Peng, and Hylke E. Beck
Hydrol. Earth Syst. Sci., 25, 3411–3427, https://doi.org/10.5194/hess-25-3411-2021, https://doi.org/10.5194/hess-25-3411-2021, 2021
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This study developed an analytical ecohydrological model that considers three aspects of vegetation response to eCO2 (i.e., stomatal response, LAI response, and rooting depth response) to detect the impact of eCO2 on continental runoff over the past 3 decades globally. Our findings suggest a minor role of eCO2 on the global runoff changes, yet highlight the negative runoff–eCO2 response in semiarid and arid regions which may further threaten the limited water resource there.
Yanlan Liu, Nataniel M. Holtzman, and Alexandra G. Konings
Hydrol. Earth Syst. Sci., 25, 2399–2417, https://doi.org/10.5194/hess-25-2399-2021, https://doi.org/10.5194/hess-25-2399-2021, 2021
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The flow of water through plants varies with species-specific traits. To determine how they vary across the world, we mapped the traits that best allowed a model to match microwave satellite data. We also defined average values across a few clusters of trait behavior. These form a tractable solution for use in large-scale models. Transpiration estimates using these clusters were more accurate than if using plant functional types. We expect our maps to improve transpiration forecasts.
Aaron Smith, Doerthe Tetzlaff, Lukas Kleine, Marco Maneta, and Chris Soulsby
Hydrol. Earth Syst. Sci., 25, 2239–2259, https://doi.org/10.5194/hess-25-2239-2021, https://doi.org/10.5194/hess-25-2239-2021, 2021
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We used a tracer-aided ecohydrological model on a mixed land use catchment in northeastern Germany to quantify water flux–storage–age interactions at four model grid resolutions. The model's ability to reproduce spatio-temporal flux–storage–age interactions decreases with increasing model grid sizes. Similarly, larger model grids showed vegetation-influenced changes in blue and green water partitioning. Simulations reveal the value of measured soil and stream isotopes for model calibration.
Yiping Hou, Mingfang Zhang, Xiaohua Wei, Shirong Liu, Qiang Li, Tijiu Cai, Wenfei Liu, Runqi Zhao, and Xiangzhuo Liu
Hydrol. Earth Syst. Sci., 25, 1447–1466, https://doi.org/10.5194/hess-25-1447-2021, https://doi.org/10.5194/hess-25-1447-2021, 2021
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Ecohydrological sensitivity, defined as the response intensity of streamflow to vegetation change, indicates the hydrological sensitivity to vegetation change. The study revealed seasonal ecohydrological sensitivities were highly variable, depending on climate condition and watershed attributes. Dry season ecohydrological sensitivity was mostly determined by topography, soil and vegetation, while wet season ecohydrological sensitivity was mainly controlled by soil, landscape and vegetation.
Xiangyu Luan and Giulia Vico
Hydrol. Earth Syst. Sci., 25, 1411–1423, https://doi.org/10.5194/hess-25-1411-2021, https://doi.org/10.5194/hess-25-1411-2021, 2021
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Crop yield is reduced by heat and water stress, particularly when they co-occur. We quantify the joint effects of (unpredictable) air temperature and soil water availability on crop heat stress via a mechanistic model. Larger but more infrequent precipitation increased crop canopy temperatures. Keeping crops well watered via irrigation could reduce canopy temperature but not enough to always exclude heat damage. Thus, irrigation is only a partial solution to adapt to warmer and drier climates.
Songyan Yu, Hong Xuan Do, Albert I. J. M. van Dijk, Nick R. Bond, Peirong Lin, and Mark J. Kennard
Hydrol. Earth Syst. Sci., 24, 5279–5295, https://doi.org/10.5194/hess-24-5279-2020, https://doi.org/10.5194/hess-24-5279-2020, 2020
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There is a growing interest globally in the spatial distribution and temporal dynamics of intermittently flowing streams and rivers. We developed an approach to quantify catchment-wide flow intermittency over long time frames. Modelled patterns of flow intermittency in eastern Australia revealed highly dynamic behaviour in space and time. The developed approach is transferable to other parts of the world and can inform hydro-ecological understanding and management of intermittent streams.
Natasha MacBean, Russell L. Scott, Joel A. Biederman, Catherine Ottlé, Nicolas Vuichard, Agnès Ducharne, Thomas Kolb, Sabina Dore, Marcy Litvak, and David J. P. Moore
Hydrol. Earth Syst. Sci., 24, 5203–5230, https://doi.org/10.5194/hess-24-5203-2020, https://doi.org/10.5194/hess-24-5203-2020, 2020
Yusen Yuan, Taisheng Du, Honglang Wang, and Lixin Wang
Hydrol. Earth Syst. Sci., 24, 4491–4501, https://doi.org/10.5194/hess-24-4491-2020, https://doi.org/10.5194/hess-24-4491-2020, 2020
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The isotopic composition of ambient water vapor is an important source of atmospheric water vapor and has not been able to be estimated to date using the Keeling plot approach. Here we proposed two new methods to estimate the isotopic composition of ambient water vapor: one using the intersection point method and another relying on the intermediate value theorem.
Valentin Couvreur, Youri Rothfuss, Félicien Meunier, Thierry Bariac, Philippe Biron, Jean-Louis Durand, Patricia Richard, and Mathieu Javaux
Hydrol. Earth Syst. Sci., 24, 3057–3075, https://doi.org/10.5194/hess-24-3057-2020, https://doi.org/10.5194/hess-24-3057-2020, 2020
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Isotopic labeling of soil water is a broadly used tool for tracing the origin of water extracted by plants and computing root water uptake (RWU) profiles with multisource mixing models. In this study, we show how a method such as this may misconstrue time series of xylem water isotopic composition as the temporal dynamics of RWU by simulating data collected during a tall fescue rhizotron experiment with an isotope-enabled physical soil–root model accounting for variability in root traits.
Thibault Hallouin, Michael Bruen, and Fiachra E. O'Loughlin
Hydrol. Earth Syst. Sci., 24, 1031–1054, https://doi.org/10.5194/hess-24-1031-2020, https://doi.org/10.5194/hess-24-1031-2020, 2020
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A hydrological model was used to compare different parameterisation strategies in view of predicting ecologically relevant streamflow indices in 33 Irish catchments. Compared for 14 different periods, a strategy fitting simulated and observed streamflow indices yielded better performance than fitting simulated and observed streamflow, but it also yielded a less consistent ensemble of parameter sets, suggesting that these indices may not be hydrologically relevant for model parameterisation.
Robert N. Armstrong, John W. Pomeroy, and Lawrence W. Martz
Hydrol. Earth Syst. Sci., 23, 4891–4907, https://doi.org/10.5194/hess-23-4891-2019, https://doi.org/10.5194/hess-23-4891-2019, 2019
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Digital and thermal images taken near midday were used to scale daily point observations of key factors driving actual-evaporation estimates across a complex Canadian Prairie landscape. Point estimates of actual evaporation agreed well with observed values via eddy covariance. Impacts of spatial variations on areal estimates were minor, and no covariance was found between model parameters driving the energy term. The methods can be applied further to improve land surface parameterisations.
Zhongkai Li, Hu Liu, Wenzhi Zhao, Qiyue Yang, Rong Yang, and Jintao Liu
Hydrol. Earth Syst. Sci., 23, 4685–4706, https://doi.org/10.5194/hess-23-4685-2019, https://doi.org/10.5194/hess-23-4685-2019, 2019
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A database of soil moisture measurements from the middle Heihe River basin of China was used to test the potential of a soil moisture database in estimating the soil water balance components (SWBCs). We determined SWBCs using a method that combined the soil water balance method and the inverse Richards equation. This work confirmed that relatively reasonable estimations of the SWBCs in coarse-textured sandy soils can be derived using soil moisture measurements.
Inês Gomes Marques, João Nascimento, Rita M. Cardoso, Filipe Miguéns, Maria Teresa Condesso de Melo, Pedro M. M. Soares, Célia M. Gouveia, and Cathy Kurz Besson
Hydrol. Earth Syst. Sci., 23, 3525–3552, https://doi.org/10.5194/hess-23-3525-2019, https://doi.org/10.5194/hess-23-3525-2019, 2019
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Mediterranean cork woodlands are very particular agroforestry systems present in a confined area of the Mediterranean Basin. They are of great importance due to their high socioeconomic value; however, a decrease in water availability has put this system in danger. In this paper we build a model that explains this system's tree-species distribution in southern Portugal from environmental variables. This could help predict their future distribution under changing climatic conditions.
Samuli Launiainen, Mingfu Guan, Aura Salmivaara, and Antti-Jussi Kieloaho
Hydrol. Earth Syst. Sci., 23, 3457–3480, https://doi.org/10.5194/hess-23-3457-2019, https://doi.org/10.5194/hess-23-3457-2019, 2019
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Boreal forest evapotranspiration and water cycle is modeled at stand and catchment scale using physiological and physical principles, open GIS data and daily weather data. The approach can predict daily evapotranspiration well across Nordic coniferous-dominated stands and successfully reproduces daily streamflow and annual evapotranspiration across boreal headwater catchments in Finland. The model is modular and simple and designed for practical applications over large areas using open data.
Christoph Schürz, Brigitta Hollosi, Christoph Matulla, Alexander Pressl, Thomas Ertl, Karsten Schulz, and Bano Mehdi
Hydrol. Earth Syst. Sci., 23, 1211–1244, https://doi.org/10.5194/hess-23-1211-2019, https://doi.org/10.5194/hess-23-1211-2019, 2019
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For two Austrian catchments we simulated discharge and nitrate-nitrogen (NO3-N) considering future changes of climate, land use, and point source emissions together with the impact of different setups and parametrizations of the implemented eco-hydrological model. In a comprehensive analysis we identified the dominant sources of uncertainty for the simulation of discharge and NO3-N and further examined how specific properties of the model inputs control the future simulation results.
Yu-Ting Shih, Pei-Hao Chen, Li-Chin Lee, Chien-Sen Liao, Shih-Hao Jien, Fuh-Kwo Shiah, Tsung-Yu Lee, Thomas Hein, Franz Zehetner, Chung-Te Chang, and Jr-Chuan Huang
Hydrol. Earth Syst. Sci., 22, 6579–6590, https://doi.org/10.5194/hess-22-6579-2018, https://doi.org/10.5194/hess-22-6579-2018, 2018
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DOC and DIC export in Taiwan shows that the annual DOC and DIC fluxes were 2.7–4.8 and 48.4–54.3 ton C km2 yr1, respectively, which were approximately 2 and 20 times higher than the global means of 1.4 and 2.6 ton C km2 yr1, respectively.
Zun Yin, Catherine Ottlé, Philippe Ciais, Matthieu Guimberteau, Xuhui Wang, Dan Zhu, Fabienne Maignan, Shushi Peng, Shilong Piao, Jan Polcher, Feng Zhou, Hyungjun Kim, and other China-Trend-Stream project members
Hydrol. Earth Syst. Sci., 22, 5463–5484, https://doi.org/10.5194/hess-22-5463-2018, https://doi.org/10.5194/hess-22-5463-2018, 2018
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Simulations in China were performed in ORCHIDEE driven by different forcing datasets: GSWP3, PGF, CRU-NCEP, and WFDEI. Simulated soil moisture was compared to several datasets to evaluate the ability of ORCHIDEE in reproducing soil moisture dynamics. Results showed that ORCHIDEE soil moisture coincided well with other datasets in wet areas and in non-irrigated areas. It suggested that the ORCHIDEE-MICT was suitable for further hydrological studies in China.
Matthias J. R. Speich, Heike Lischke, and Massimiliano Zappa
Hydrol. Earth Syst. Sci., 22, 4097–4124, https://doi.org/10.5194/hess-22-4097-2018, https://doi.org/10.5194/hess-22-4097-2018, 2018
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To simulate the water balance of, e.g., a forest plot, it is important to estimate the maximum volume of water available to plants. This depends on soil properties and the average depth of roots. Rooting depth has proven challenging to estimate. Here, we applied a model assuming that plants dimension their roots to optimize their carbon budget. We compared its results with values obtained by calibrating a dynamic water balance model. In most cases, there is good agreement between both methods.
Gordon C. O'Brien, Chris Dickens, Eleanor Hines, Victor Wepener, Retha Stassen, Leo Quayle, Kelly Fouchy, James MacKenzie, P. Mark Graham, and Wayne G. Landis
Hydrol. Earth Syst. Sci., 22, 957–975, https://doi.org/10.5194/hess-22-957-2018, https://doi.org/10.5194/hess-22-957-2018, 2018
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In global water resource allocation, robust tools are required to establish environmental flows. In addition, tools should characterize past, present and future consequences of altered flows and non-flow variables to social and ecological management objectives. PROBFLO is a risk assessment method designed to meet best practice principles for regional-scale holistic E-flow assessments. The approach has been developed in Africa and applied across the continent.
Katrina E. Bennett, Theodore J. Bohn, Kurt Solander, Nathan G. McDowell, Chonggang Xu, Enrique Vivoni, and Richard S. Middleton
Hydrol. Earth Syst. Sci., 22, 709–725, https://doi.org/10.5194/hess-22-709-2018, https://doi.org/10.5194/hess-22-709-2018, 2018
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We applied the Variable Infiltration Capacity hydrologic model to examine scenarios of change under climate and landscape disturbances in the San Juan River basin, a major sub-watershed of the Colorado River basin. Climate change coupled with landscape disturbance leads to reduced streamflow in the San Juan River basin. Disturbances are expected to be widespread in this region. Therefore, accounting for these changes within the context of climate change is imperative for water resource planning.
Fernando Jaramillo, Neil Cory, Berit Arheimer, Hjalmar Laudon, Ype van der Velde, Thomas B. Hasper, Claudia Teutschbein, and Johan Uddling
Hydrol. Earth Syst. Sci., 22, 567–580, https://doi.org/10.5194/hess-22-567-2018, https://doi.org/10.5194/hess-22-567-2018, 2018
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Which is the dominant effect on evapotranspiration in northern forests, an increase by recent forests expansion or a decrease by the water use response due to increasing CO2 concentrations? We determined the dominant effect during the period 1961–2012 in 65 Swedish basins. We used the Budyko framework to study the hydroclimatic movements in Budyko space. Our findings suggest that forest expansion is the dominant driver of long-term and large-scale evapotranspiration changes.
Jie Zhu, Ge Sun, Wenhong Li, Yu Zhang, Guofang Miao, Asko Noormets, Steve G. McNulty, John S. King, Mukesh Kumar, and Xuan Wang
Hydrol. Earth Syst. Sci., 21, 6289–6305, https://doi.org/10.5194/hess-21-6289-2017, https://doi.org/10.5194/hess-21-6289-2017, 2017
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Forested wetlands provide myriad ecosystem services threatened by climate change. This study develops empirical hydrologic models by synthesizing hydrometeorological data across the southeastern US. We used global climate projections to model hydrological changes for five wetlands. We found all wetlands are predicted to become drier by the end of this century. This study suggests that climate change may substantially affect wetland biogeochemical cycles and other functions in the future.
Guiomar Ruiz-Pérez, Julian Koch, Salvatore Manfreda, Kelly Caylor, and Félix Francés
Hydrol. Earth Syst. Sci., 21, 6235–6251, https://doi.org/10.5194/hess-21-6235-2017, https://doi.org/10.5194/hess-21-6235-2017, 2017
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Plants are shaping the landscape and controlling the hydrological cycle, particularly in arid and semi-arid ecosystems. Remote sensing data appears as an appealing source of information for vegetation monitoring, in particular in areas with a limited amount of available field data. Here, we present an example of how remote sensing data can be exploited in a data-scarce basin. We propose a mathematical methodology that can be used as a springboard for future applications.
Rui Rivaes, Isabel Boavida, José M. Santos, António N. Pinheiro, and Teresa Ferreira
Hydrol. Earth Syst. Sci., 21, 5763–5780, https://doi.org/10.5194/hess-21-5763-2017, https://doi.org/10.5194/hess-21-5763-2017, 2017
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We analyzed the influence of considering riparian requirements for the long-term efficiency of environmental flows. After a decade, environmental flows disregarding riparian requirements promoted riparian degradation and consequently the change in the hydraulic characteristics of the river channel and the modification of the available habitat area for fish species. Environmental flows regarding riparian vegetation requirements were able to sustain the fish habitat close to the natural condition.
José María Santiago, Rafael Muñoz-Mas, Joaquín Solana-Gutiérrez, Diego García de Jalón, Carlos Alonso, Francisco Martínez-Capel, Javier Pórtoles, Robert Monjo, and Jaime Ribalaygua
Hydrol. Earth Syst. Sci., 21, 4073–4101, https://doi.org/10.5194/hess-21-4073-2017, https://doi.org/10.5194/hess-21-4073-2017, 2017
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High-time-resolution models for streamflow and stream temperature are used in this study to predict future brown trout habitat loss. Flow reductions falling down to 51 % of current values and water temperature increases growing up to 4 ºC are predicted. Streamflow and temperature will act synergistically affecting fish. We found that the thermal response of rivers is influenced by basin geology and, consequently, geology will be also an influent factor in the cold-water fish distribution shift.
Mie Andreasen, Karsten H. Jensen, Darin Desilets, Marek Zreda, Heye R. Bogena, and Majken C. Looms
Hydrol. Earth Syst. Sci., 21, 1875–1894, https://doi.org/10.5194/hess-21-1875-2017, https://doi.org/10.5194/hess-21-1875-2017, 2017
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The cosmic-ray method holds a potential for quantifying canopy interception and biomass. We use measurements and modeling of thermal and epithermal neutron intensity in a forest to examine this potential. Canopy interception is a variable important to forest hydrology, yet difficult to monitor remotely. Forest growth impacts the carbon-cycle and can be used to mitigate climate changes by carbon sequestration in biomass. An efficient method to monitor tree growth is therefore of high relevance.
Cited articles
Atkin, O. K., Westbeek, M., Cambridge, M. L., Lambers, H., and Pons, T. L.:
Leaf respiration in light and darkness (a comparison of slow- and
fast-growing Poa species), Plant Physiol., 113, 961–965, https://doi.org/10.1104/pp.113.3.961, 1997.
Auerswald, K. and Schnyder, H.: Böden als Grünlandstandorte, in:
Handbuch der Bodenkunde, 31. Erg.-Lfg., edited by: Blume, H.-P.,
Felix-Henningsen, P., Fischer, W. R., Frede, H.-G., Horn, R., and Stahr, K.,
Wiley-VCH, Weinheim, Germany, 1–15, https://doi.org/10.1002/9783527678495.hbbk2009003, 2009.
Ball, J. T., Woodrow, I. E., and Berry, J. A.: A Model Predicting Stomatal
Conductance and its Contribution to the Control of Photosynthesis Under
Different Environmental Conditions, in: Progress in photosynthesis research
(vol. 4), edited by: Biggins, J., Martinus Nijhoff Publishers, Dordrecht,
the Netherlands, 221–224, https://doi.org/10.1007/978-94-017-0519-6_48, 1987.
Barbour, M. M.: Stable oxygen isotope composition of plant tissue: a review,
Funct. Plant Biol., 34, 83–94, https://doi.org/10.1071/FP06228, 2007.
Barbour, M. M. and Farquhar, G. D.: Relative humidity- and ABA-induced
variation in carbon and oxygen isotope ratios of cotton leaves, Plant Cell
Environ., 23, 473–485, https://doi.org/10.1046/j.1365-3040.2000.00575.x,
2000.
Barbour, M. M. and Farquhar, G. D.: Do pathways of water movement and leaf
anatomical dimensions allow development of gradients in
Barbour, M. M., Schurr, U., Henry, B. K., Wong, S. C., and Farquhar, G. D.:
Variation in the oxygen isotope ratios of phloem sap sucrose from castor
bean. Evidence in support of the Péclet effect, Plant Physiol., 123,
671–679, https://doi.org/10.1104/pp.123.2.671, 2000.
Barbour, M. M., Roden, J. S., Farquhar, G. D., and Ehleringer, J. R.:
Expressing leaf water and cellulose oxygen isotope ratios as enrichment
above source water reveals evidence of a Péclet effect, Oecologia, 138,
426–435, https://doi.org/10.1007/s00442-003-1449-3, 2004.
Barnard, R. L., de Bello, F., Gilgen, A. K., and Buchmann, N.: The δ18O of root crown water best reflects source water δ18O
in different types of herbaceous species, Rapid Commun. Mass Sp., 20,
3799–3802, https://doi.org/10.1002/rcm.2778, 2006.
Bazot, S., Mikola, J., Nguyen, C., and Robin, C.: Defoliation-induced
changes in carbon allocation and root soluble carbon concentration in
field-grown Lolium perenne plants: do they affect carbon availability, microbes and animal
trophic groups in soil?, Funct. Ecol., 19, 886–896,
https://doi.org/10.1111/j.1365-2435.2005.01037.x, 2005.
Bender, M., Sowers, T., and Labeyrie, L.: The Dole effect and its variations
during the last 130,000 years as measured in the Vostok ice core, Global
Biogeochem. Cy., 8, 363–376, https://doi.org/10.1029/94GB00724, 1994.
Bögelein, R., Thomas, F. M., and Kahmen, A.: Leaf water 18O and 2H enrichment along vertical canopy profiles in a broadleaved and a
conifer forest tree, Plant Cell Environ., 40, 1086–1103,
https://doi.org/10.1111/pce.12895, 2017.
Brinkmann, N., Seeger, S., Weiler, M., Buchmann, N., Eugster, W., and
Kahmen, A.: Employing stable isotopes to determine the residence times of
soil water and the temporal origin of water taken up by Fagus sylvatica and Picea abies in a temperate
forest, New Phytol., 219, 1300–1313, https://doi.org/10.1111/nph.15255, 2018.
Cernusak, L. A., Wong, S. C., and Farquhar, G. D.: Oxygen isotope
composition of phloem sap in relation to leaf water in Ricinus communis,
Funct. Plant Biol., 30, 1059–1070, https://doi.org/10.1071/FP03137, 2003.
Cernusak, L. A., Barbour, M. M., Arndt, S. K., Cheesman, A. W., English, N.
B., Feild, T. S., Helliker, B. R., Holloway-Phillips, M. M., Holtum, J. A.
M., Kahmen, A., McInerney, F. A., Munksgaard, N. C., Simonin, K. A., Song,
X., Stuart-Williams, H., West, J. B., and Farquhar, G. D.: Stable isotopes
in leaf water of terrestrial plants, Plant Cell Environ., 39, 1087–1102,
https://doi.org/10.1111/pce.12703, 2016.
Chapman, D. and Lemaire, G.: Tissue Flows in Grazed Plant Communities, in:
The Ecology and Management of Grazing Systems, edited by: Hodgson, J. and
Illius, A. W., CAB International, Guilford, 3–36, 1996.
Chen, G., Auerswald, K., and Schnyder, H.: 2H and 18O depletion of water close to organic surfaces, Biogeosciences, 13, 3175–3186, https://doi.org/10.5194/bg-13-3175-2016, 2016.
Craig, H. and Gordon, L. I.: Deuterium and oxygen-18 variations in the ocean
and the marine atmosphere, in: Stable Isotopes in Oceanographic Studies and
Paleotemperatures, edited by: Tongiorgi, E., Spoleto, Consiglio Nazionale
Delle Ricerche, Laboratorio di Geologia Nucleare, Pisa, Italy, 9–130, 1965.
Cuntz, M., Ogée, J., Farquhar, G. D., Peylin, P., and Cernusak, L. A.:
Modelling advection and diffusion of water isotopologues in leaves, Plant
Cell Environ., 30, 892–909,
https://doi.org/10.1111/j.1365-3040.2007.01676.x, 2007.
Dawson, T. E., Mambelli, S., Plamboeck, A. H., Templer, P. H., and Tu, K. P.:
Stable Isotopes in Plant Ecology, Annu. Rev. Ecol. Syst., 33,
507–559, https://doi.org/10.1146/annurev.ecolsys.33.020602.095451, 2002.
Dole, M., Lane, G. A., Rudd, D. P., and Zaukelies, D. A.: Isotopic composition
of atmospheric oxygen and nitrogen, Geochim. Cosmochim. Ac., 6, 65–78,
https://doi.org/10.1016/0016-7037(54)90016-2, 1954.
Dongmann, G., Nürnberg, H. W., Förstel, H., and Wagener, K.: On the
enrichment of
Durand, J. L., Bariac, T., Ghesquière, M., Biron, P., Richard, P.,
Humphreys, M., and Zwierzykovski, Z.: Ranking of the depth of water
extraction by individual grass plants, using natural 18O isotope
abundance, Environ. Exp. Bot., 60, 137–144,
https://doi.org/10.1016/j.envexpbot.2006.09.004, 2007.
Farquhar, G. D. and Lloyd, J.: Carbon and oxygen isotope effects in the
exchange of carbon dioxide between terrestrial plants and the atmosphere,
in: Stable isotopes and plant carbon-water relations, edited by: Ehleringer,
J. R., Hall, A. E., and Farquhar, G. D., Academic Press, San Diego,
California, USA, 47–70, https://doi.org/10.1016/B978-0-08-091801-3.50011-8,
1993.
Farquhar, G. D. and Cernusak, L. A.: On the isotopic composition of leaf
water in the non-steady state, Funct. Plant Biol., 32, 293–303,
https://doi.org/10.1071/FP04232, 2005.
Farquhar, G. D., von Caemmerer, S., and Berry, J. A.: A biochemical model of
photosynthetic CO2 assimilation in leaves of C3 species, Planta,
149, 78–90, https://doi.org/10.1007/BF00386231, 1980.
Farquhar, G. D., Lloyd, J., Taylor, J. A., Flanagan, L. B., Syvertsen, J.
P., Hubick, K. T., Wong, S. C., and Ehleringer, J. R.: Vegetation effects on
the isotope composition of oxygen in atmospheric CO2, Nature, 363,
439–443, https://doi.org/10.1038/363439a0, 1993.
Farquhar, G. D., Cernusak, L. A., and Barnes, B.: Heavy water fractionation
during transpiration, Plant Physiol., 143, 11–18,
https://doi.org/10.1104/pp.106.093278, 2007.
Ferrio, J. P., Pou, A., Florez-Sarasa, I., Gessler, A., Kodama, N., Flexas,
J., and Ribas-Carbo, M.: The Péclet effect on leaf water enrichment
correlates with leaf hydraulic conductance and mesophyll conductance for CO2, Plant Cell Environ., 35, 611–625,
https://doi.org/10.1111/j.1365-3040.2011.02440.x, 2012.
Fiener, P. and Auerswald, K.: Spatial variability of rainfall on a
sub-kilometre scale, Earth Surf. Proc. Land., 34, 848–859,
https://doi.org/10.1002/esp.1779, 2009.
Flanagan, L. B. and Farquhar, G. D.: Variation in the carbon and oxygen
isotope composition of plant biomass and its relationship to water-use
efficiency at the leaf- and ecosystem-scales in a northern Great Plains
grassland, Plant Cell Environ., 37, 425–438,
https://doi.org/10.1111/pce.12165, 2014.
Gamnitzer, U., Schäufele, R., and Schnyder, H.: Observing 13C
labelling kinetics in CO2 respired by a temperate grassland ecosystem,
New Phytol., 184, 376–386,
https://doi.org/10.1111/j.1469-8137.2009.02963.x, 2009.
Gan, K. S., Wong, S. C., Yong, J. W. H., and Farquhar, G. D.: Evaluation of
models of leaf water 18O enrichment using measurements of spatial
patterns of vein xylem water, leaf water and dry matter in maize leaves,
Plant Cell Environ., 26, 1479–1495,
https://doi.org/10.1046/j.1365-3040.2003.01070.x, 2003.
Gangi, L., Rothfuss, Y., Ogée, J., Wingate, L., Vereecken, H., and
Brüggemann, N.: A new method for in situ measurements of oxygen
isotopologues of soil water and carbon dioxide with high time resolution,
Vadose Zone J., 1–14, https://doi.org/10.2136/vzj2014.11.0169, 2015.
Helliker, B. R. and Ehleringer, J. R.: Establishing a grassland signature in
veins: 18O in the leaf water of C3 and C4 grasses, P. Natl.
Acad. Sci. USA, 97, 7894–7898, https://doi.org/10.1073/pnas.97.14.7894,
2000.
Helliker, B. R. and Ehleringer, J. R.: Differential 18O enrichment of
leaf cellulose in C3 versus C4 grasses, Funct. Plant Biol., 29,
435–442, https://doi.org/10.1071/PP01122, 2002.
Hoekstra, N. J., Finn, J. A., Hofer, D., and Lüscher, A.: The effect of drought and interspecific interactions on
depth of water uptake in deep- and shallow-rooting grassland species as determined by δ18O natural abundance,
Biogeosciences, 11, 4493–4506, https://doi.org/10.5194/bg-11-4493-2014, 2014.
Holloway-Phillips, M., Cernusak, L. A., Barbour, M., Song, X., Cheesman, A.,
Munksgaard, N., Stuart-Williams, H., and Farquhar, G. D.: Leaf vein fraction
influences the Péclet effect and 18O enrichment in leaf water,
Plant Cell Environ., 39, 2414–2427, https://doi.org/10.1111/pce.12792,
2016.
Kahmen, A., Simonin, K., Tu, K. P., Merchant, A., Callister, A., Siegwolf,
R., Dawson, T. E., and Arndt, S. K.: Effects of environmental parameters,
leaf physiological properties and leaf water relations on leaf water δ18O enrichment in different Eucalyptus species, Plant Cell Environ., 31,
738–751, https://doi.org/10.1111/j.1365-3040.2008.01784.x, 2008.
Klapp, E.: Grünlandvegetation und Standort, Parey, Berlin, 1965.
Klapp, E.: Wiesen und Weiden, Paul Parey, Berlin, Germany, 1971.
Kulmatiski, A. and Beard, K. H.: Root niche partitioning among grasses,
saplings, and trees measured using a tracer technique, Oecologia, 171,
25–37, https://doi.org/10.1007/s00442-012-2390-0, 2013.
Lai, C. T., Ometto, J. P. H. B., Berry, J. A., Martinelli, L. A., Domingues,
T. F., and Ehleringer, J. R.: Life form-specific variations in leaf water
oxygen-18 enrichment in Amazonian vegetation, Oecologia, 157, 197–210,
https://doi.org/10.1007/s00442-008-1071-5, 2008.
Leaney, F., Osmond, C., Allison, G., and Ziegler, H.: Hydrogen-isotope
composition of leaf water in C3 and C4 plants: its relationship to
the hydrogen isotope composition of dry matter, Planta, 164, 215–220, https://doi.org/10.1007/BF00396084, 1985.
Lehmann, M. M., Goldsmith, G. R., Schmid, L., Gessler, A., Saurer, M., and
Siegwolf, R. T. W.: The effect of 18O-labelled water vapour on the
oxygen isotope ratio of water and assimilates in plants at high humidity,
New Phytol., 217, 105–116, https://doi.org/10.1111/nph.14788, 2018.
Lemaire, G., Hodgson, J., de Moraes, A., and Nabinger, C.: Grassland
Ecophysiology and Grazing Ecology, CABI Publishing, Wallingford, UK, 2000.
Leng, X., Cui, J., Zhang, S., Zhang, W., Liu, Y., Liu, S., and An, S.:
Differential water uptake among plant species in humid alpine meadows, J.
Veg. Sci., 24, 138–147, https://doi.org/10.1111/j.1654-1103.2012.01439.x,
2013.
Liu, H. T., Gong, X. Y., Schäufele, R., Yang, F., Hirl, R. T., Schmidt,
A., and Schnyder, H.: Nitrogen fertilization and δ18O of
CO2 have no effect on 18O-enrichment of leaf water and cellulose
in Cleistogenes squarrosa (C4) – is VPD the sole control?, Plant Cell Environ., 39,
2701–2712, https://doi.org/10.1111/pce.12824, 2016.
Liu, H. T., Schäufele, R., Gong, X. Y., and Schnyder, H.: The δ18O and δ2H of water in the leaf
growth-and-differentiation zone of grasses is close to source water in both
humid and dry atmospheres, New Phytol., 214, 1423–1431,
https://doi.org/10.1111/nph.14549, 2017.
Loucos, K. E., Simonin, K. A., Song, X., and Barbour, M. M.: Observed
relationships between leaf
Luz, B. and Barkan, E.: The isotopic composition of atmospheric oxygen,
Global Biogeochem. Cy., 25, GB3001, https://doi.org/10.1029/2010GB003883,
2011.
Majoube, M.: Fractionnement en oxygène 18 et en deuterium entre l'eau et
sa vapeur, J. Chim. Phys., 68, 1423–1436,
https://doi.org/10.1051/jcp/1971681423, 1971.
Medlyn, B. E., Dreyer, E., Ellsworth, D., Forstreuter, M., Harley, P. C.,
Kirschbaum, M. U. F., Le Roux, X., Montpied, P., Strassemeyer, J., Walcroft,
A., Wang, K., and Loustau, D.: Temperature response of parameters of a
biochemically based model of photosynthesis. II. A review of experimental
data, Plant Cell Environ., 25, 1167–1179,
https://doi.org/10.1046/j.1365-3040.2002.00891.x, 2002.
Merlivat, L.: Molecular diffusivities of
Miner, G. L., Bauerle, W. L., and Baldocchi, D. D.: Estimating the
sensitivity of stomatal conductance to photosynthesis: a review, Plant Cell
Environ., 40, 1214–1238, https://doi.org/10.1111/pce.12871, 2017.
Moldrup, P., Olesen, T., Komatsu, T., Yoshikawa, S., Schjønning, P., and
Rolston, D. E.: Modeling diffusion and reaction in soils: X. A unifying
model for solute and gas diffusivity in unsaturated soil, Soil Sci., 168,
321–337, https://doi.org/10.1097/01.ss.0000070907.55992.3c, 2003.
Monteith, J. L. and Unsworth, M. H.: Principles of Environmental Physics,
second edition, Elsevier, Amsterdam, the Netherlands, 1990.
Nikolov, N., Massman, W., and Schoettle, A.: Coupling biochemical and
biophysical processes at the leaf level: an equilibrium photosynthesis model
for leaves of C3 plants, Ecol. Model., 80, 205–235,
https://doi.org/10.1016/0304-3800(94)00072-P, 1995.
Nippert, J. B. and Knapp, A. K.: Linking water uptake with rooting patterns
in grassland species, Oecologia, 153, 261–272,
https://doi.org/10.1007/s00442-007-0745-8, 2007a.
Nippert, J. B. and Knapp, A. K.: Soil water partitioning contributes to
species coexistence in tallgrass prairie, Oikos, 116, 1017–1029,
https://doi.org/10.1111/j.0030-1299.2007.15630.x, 2007b.
Ogée, J., Brunet, Y., Loustau, D., Berbigier, P., and Delzon, S.:
MuSICA, a CO2, water and energy multilayer, multileaf pine forest model:
evaluation from hourly to yearly time scales and sensitivity analysis, Glob.
Change Biol., 9, 697–717, https://doi.org/10.1046/j.1365-2486.2003.00628.x,
2003.
Ogée, J., Barbour, M. M., Wingate, L., Bert, D., Bosc, A., Stievenard,
M., Lambrot, C., Pierre, M., Bariac, T., Loustau, D., and Dewar, R. C.: A
single-substrate model to interpret intra-annual stable isotope signals in
tree-ring cellulose, Plant Cell Environ., 32, 1071–1090,
https://doi.org/10.1111/j.1365-3040.2009.01989.x, 2009.
Ogle, K., Lucas, R. W., Bentley, L. P., Cable, J. M., Barron-Gafford, G. A.,
Griffith, A., Ignace, D., Jenerette, G. D., Tyler, A., Huxman, T. E., Loik,
M. E., Smith, S. D., and Tissue, D. T.: Differential daytime and night–time
stomatal behavior in plants from North American deserts, New Phytol., 194,
464–476, https://doi.org/10.1111/j.1469-8137.2012.04068.x, 2012.
Ostler, U., Schleip, I., Lattanzi, F. A., and Schnyder, H.: Carbon dynamics
in aboveground biomass of co-dominant plant species in a temperate grassland
ecosystem: same or different?, New Phytol., 210, 471–484,
https://doi.org/10.1111/nph.13800, 2016.
Penman, H. L.: Gas and vapour movements in soil: I. The diffusion of vapours
through porous solids, J. Agr. Sci., 30, 437–462,
https://doi.org/10.1017/S0021859600048164, 1940.
Picon-Cochard, C., Pilon, R., Tarroux, E., Pagès, L., Robertson, J., and
Dawson, L.: Effect of species, root branching order and season on the root
traits of 13 perennial grass species, Plant Soil, 353, 47–57,
https://doi.org/10.1007/s11104-011-1007-4, 2012.
Prechsl, U. E., Burri, S., Gilgen, A. K., Kahmen, A., and Buchmann, N.: No
shift to a deeper water uptake depth in response to summer drought of two
lowland and sub-alpine C3-grasslands in Switzerland, Oecologia, 177,
97–111, https://doi.org/10.1007/s00442-014-3092-6, 2015.
Press, M. C., Parsons, A. N., Mackay, A. W., Vincent, C. A., Cochrane, V.,
and Seel, W. E.: Gas exchange characteristics and nitrogen relations of two
Mediterranean root hemiparasites: Bartsia trixago and Parentucellia viscosa, Oecologia, 95, 145–151,
https://doi.org/10.1007/BF00649518, 1993.
Ramirez, D. A., Querejeta, J. I., and Bellot, J.: Bulk leaf δ18O and δ13C reflect the intensity of intraspecific
competition for water in a semi-arid tussock grassland, Plant Cell Environ.,
32, 1346–1356, https://doi.org/10.1111/j.1365-3040.2009.02002.x, 2009.
R Core Team: R: A language and environment for statistical computing version
3.4.2, R Foundation for Statistical Computing, Vienna, Austria, available
at: https://www.R-project.org/, last access: 19 October 2017.
Riley, W. J., Still, C. J., Torn, M. S., and Berry, J. A.: A mechanistic
model of
Riley, W. J., Still, C. J., Helliker, B. R., Ribas-Carbo, M., and Berry, J.
A.: 18O composition of CO2 and H2O ecosystem pools and fluxes
in a tallgrass prairie: Simulations and comparisons to measurements, Glob.
Change Biol., 9, 1567–1581,
https://doi.org/10.1046/j.1365-2486.2003.00680.x, 2003.
Robin, A. H. K., Matthew, C., and Crush, J. R.: Time course of root
initiation and development in perennial ryegrass – a new perspective, Pr.
N. Z. Grassl. Assoc., 72, 233–240, 2010.
Rothfuss, Y. and Javaux, M.: Reviews and syntheses: Isotopic approaches to quantify root water uptake: a review and
comparison of methods, Biogeosciences, 14, 2199–2224, https://doi.org/10.5194/bg-14-2199-2017, 2017.
RStudio Team: RStudio: Integrated Development for R version 1.1.383,
RStudio, Inc., Boston, MA, available at: http://www.rstudio.com/, last access: 19 October 2017.
Sadri, S., Wood, E. F., and Pan, M.: Developing a drought-monitoring index for the contiguous US using SMAP, Hydrol.
Earth Syst. Sci., 22, 6611–6626, https://doi.org/10.5194/hess-22-6611-2018, 2018.
Schenk, H. J. and Jackson, R. B.: Rooting depths, lateral root spreads and
below-ground/above-ground allometries of plants in water-limited ecosystems,
J. Ecol., 90, 480–494, https://doi.org/10.1046/j.1365-2745.2002.00682.x,
2002.
Schleip, I.: Carbon residence time in above-ground and below-ground biomass
of a grazed grassland community, PhD thesis, Technical University of
Munich, Munich, Germany, 2013.
Schleip, I., Lattanzi, F. A., and Schnyder, H.: Common leaf life span of
co-dominant species in a continuously grazed temperate pasture, Basic Appl.
Ecol., 14, 54–63, https://doi.org/10.1016/j.baae.2012.11.004, 2013.
Schnyder, H., Schwertl, M., Auerswald, K., and Schäufele, R.: Hair of
grazing cattle provides an integrated measure of the effects of site
conditions and interannual weather variability on δ13C of
temperate humid grassland, Glob. Change Biol., 12, 1315–1329,
https://doi.org/10.1111/j.1365-2486.2006.01169.x, 2006.
Schnyder, H., Locher, F., and Auerswald, K.: Nutrient redistribution by
grazing cattle drives patterns of topsoil N and P stocks in a low-input
pasture ecosystem, Nutr. Cycl. Agroecosys., 88, 183–195,
https://doi.org/10.1007/s10705-009-9334-z, 2010.
Snyder, K. A., Richards, J. H., and Donovan, L. A.: Night-time conductance
in C3 and C4 species: do plants lose water at night?, J. Exp.
Bot., 54, 861–865, https://doi.org/10.1093/jxb/erg082, 2003.
Song, X., Barbour, M. M., Farquhar, G. D., Vann, D. R., and Helliker, B. R.:
Transpiration rate relates to within- and across-species variations in
effective pathlength in a leaf water model of oxygen isotope enrichment,
Plant Cell Environ., 36, 1338–1351, https://doi.org/10.1111/pce.12063,
2013.
Song, X., Loucos, K. E., Simonin, K. A., Farquhar, G. D., and Barbour, M.
M.: Measurements of transpiration isotopologues and leaf water to assess
enrichment models in cotton, New Phytol., 206, 637–646,
https://doi.org/10.1111/nph.13296, 2015.
Treydte, K., Boda, S., Pannatier, E. G., Fonti, P., Frank, D., Ullrich, B.,
Saurer, M., Siegwolf, R., Battipaglia, G., Werner, W., and Gessler, A.:
Seasonal transfer of oxygen isotopes from precipitation and soil to the tree
ring: source water versus needle water enrichment, New Phytol., 202,
772–783, https://doi.org/10.1111/nph.12741, 2014.
Troughton, A.: The Underground Organs of Herbage Grasses, Bulletin No. 44, Commonwealth Bureau of Pastures and Field Crops, Wallingford, UK, 1957.
Wang, X. F. and Yakir, D.: Temporal and spatial variations in the oxygen-18
content of leaf water in different plant species, Plant Cell Environ., 18,
1377–1385, https://doi.org/10.1111/j.1365-3040.1995.tb00198.x, 1995.
Webb, E. A. and Longstaffe, F. J.: The relationship between phytolith- and
plant-water δ18O values in grasses, Geochim. Cosmochim. Ac.,
67, 1437–1449, https://doi.org/10.1016/S0016-7037(02)01300-5, 2003.
Webb, E. A. and Longstaffe, F. J.: Identifying the δ18O
signature of precipitation in grass cellulose and phytoliths: refining the
paleoclimate model, Geochim. Cosmochim. Ac., 70, 2417–2426,
https://doi.org/10.1016/j.gca.2006.02.024, 2006.
Welp, L. R., Keeling, R. F., Meijer, H. A. J., Bollenbacher, A. F., Piper,
S. C., Yoshimura, K., Francey, R. J., Allison, C. E., and Wahlen, M.:
Interannual variability in the oxygen isotopes of atmospheric CO2 driven by El Niño, Nature, 477, 579–582,
https://doi.org/10.1038/nature10421, 2011.
Wen, X. F., Lee, X., Sun, X. M., Wang, J. L., Hu, Z. M., Li, S. G., and Yu,
G. R.: Dew water isotopic ratios and their relationships to ecosystem water
pools and fluxes in a cropland and a grassland in China, Oecologia, 168,
549–561, https://doi.org/10.1007/s00442-011-2091-0, 2012.
Williams, J. T. and Varley, Y. W.: Phytosociological studies of some British
grasslands. I. Upland pastures in Northern England, Vegetatio, 15, 169–189, https://doi.org/10.1007/BF01963747, 1967.
Willmott, C. J. and Matsuura, K.: Advantages of the mean absolute error
(MAE) over the root mean square error (RMSE) in assessing average model
performance, Clim. Res., 30, 79–82, https://doi.org/10.3354/cr030079, 2005.
Wingate, L., Ogée, J., Cuntz, M., Genty, B., Reiter, I., Seibt, U.,
Yakir, D., Maseyk, K., Pendall, E. G., Barbour, M. M., Mortazavi, B.,
Burlett, R., Peylin, P., Miller, J., Mencuccini, M., Shim, J. H., Hunt, J.,
and Grace, J: The impact of soil microorganisms on the global budget of
δ18O in atmospheric CO2, P. Natl. Acad. Sci. USA, 106,
22411–22415, https://doi.org/10.1073/pnas.0905210106, 2009.
Wingate, L., Ogée, J., Burlett, R., Bosc, A., Devaux, M., Grace, J.,
Loustau, D., and Gessler, A.: Photosynthetic carbon isotope discrimination
and its relationship to the carbon isotope signals of stem, soil and
ecosystem respiration, New Phytol., 188, 576–589,
https://doi.org/10.1111/j.1469-8137.2010.03384.x, 2010.
Wohlfahrt, G., Bahn, M., Horak, I., Tappeiner, U., and Cernusca, A.: A
nitrogen sensitive model of leaf carbon dioxide and water vapour gas
exchange: application to 13 key species from differently managed mountain
grassland ecosystems, Ecol. Model., 113, 179–199,
https://doi.org/10.1016/S0304-3800(98)00143-4, 1998.
Wohlfahrt, G., Bahn, M., Newesely, C., Sapinsky, S., Tappeiner, U., and
Cernusca, A.: Canopy structure versus physiology effects on net
photosynthesis of mountain grasslands differing in land use, Ecol. Model.,
170, 407–426, https://doi.org/10.1016/S0304-3800(03)00242-4, 2003.
Xiao, W., Lee, X., Wen, X., Sun, X., and Zhang, S.: Modeling biophysical
controls on canopy foliage water 18O-enrichment in wheat and corn,
Glob. Change Biol., 18, 1769–1780,
https://doi.org/10.1111/j.1365-2486.2012.02648.x, 2012.
Yakir, D., Berry, J. A., Giles, L., and Osmond, C. B.: Isotopic
heterogeneity of water in transpiring leaves: identification of the
component that controls the δ18O of atmospheric O2 and
CO2, Plant Cell Environ., 17, 73–80,
https://doi.org/10.1111/j.1365-3040.1994.tb00267.x, 1994.
Yang, J. Z., Matthew, C., and Rowland, R. E.: Tiller axis observations for
perennial ryegrass (Lolium perenne) and tall fescue (Festuca arundinacea): number of active phytomers,
probability of tiller appearance, and frequency of root appearance per
phytomere for three cutting heights, New Zeal. J. Agr. Res., 41, 11–17, https://doi.org/10.1080/00288233.1998.9513283, 1998.
Yoshimura, K., Frankenberg, C., Lee, J., Kanamitsu, M., Worden, J., and
Rockmann, T.: Comparison of an isotopic atmospheric general circulation
model with new quasi-global satellite measurements of water vapor
isotopologues, J. Geophys. Res.-Atmos., 116, D19118,
https://doi.org/10.1029/2011JD016035, 2011.
Short summary
We evaluated the system-scale understanding of the propagation of the oxygen isotope signal (δ18O) of rain through soil and xylem to leaf water in a temperate drought-prone grassland. Biweekly δ18O observations of the water pools made during seven growing seasons were accurately reproduced by the 18O-enabled process-based model MuSICA. While water uptake occurred from shallow soil depths throughout dry and wet periods, leaf water 18O enrichment responded to both soil and atmospheric moisture.
We evaluated the system-scale understanding of the propagation of the oxygen isotope signal...
