Incorporating a root water uptake model based on the hydraulic architecture approach in terrestrial systems simulations

Abstract A detailed representation of plant hydraulic traits and stomatal closure in land surface models (LSMs) is a prerequisite for improved predictions of ecosystem drought response. This work presents the integration of a macroscopic root water uptake (RWU) model based on the hydraulic architecture approach in the LSM of the Terrestrial Systems Modeling Platform. The novel RWU approach is based on three parameters derived from first principles that describe the root system equivalent conductance, the compensatory RWU conductance, and the leaf water potential at stomatal closure, which defines the water stress condition for the plants. The developed RWU model intrinsically accounts for changes in the root density as well as for the simulation of the hydraulic lift process. The standard and the new RWU approach are compared by performing point-scale simulations for cropland over a sheltered minirhizotron facility in Selhausen, Germany, and validated against transpiration fluxes estimated from sap flow and soil water content measurements at different depths. Numerical sensitivity experiments are carried out using different soil textures and root distributions in order to evaluate the interplay between soil hydrodynamics and plant characteristics, and the impact of assuming time-constant plant physiological properties. Results show a good agreement between simulated and observed transpiration fluxes for both RWU models, with a more distinct response under water stress conditions and with uncertainty in the soil parameterization prevailing to the differences due to changes in the model formulation. The hydraulic RWU model exhibits also a lower sensitivity to the root distributions when simulating the onset of the water stress period. Finally, an analysis of variability across the soil and root scenarios indicates that differences in soil water content are mainly influenced by the root distribution, while the transpiration flux in both RWU models is additionally determined by the soil characteristics.

[1]  A. Ruane,et al.  Representing agriculture in Earth System Models: Approaches and priorities for development , 2017, Journal of advances in modeling earth systems.

[2]  J. Vanderborght,et al.  Towards quantitative root hydraulic phenotyping: novel mathematical functions to calculate plant-scale hydraulic parameters from root system functional and structural traits , 2017, Journal of Mathematical Biology.

[3]  X. Draye,et al.  Water movement through plant roots – exact solutions of the water flow equation in roots with linear or exponential piecewise hydraulic properties , 2017 .

[4]  Mathieu Javaux,et al.  Estimation of the hydraulic conductivities of lupine roots by inverse modelling of high-resolution measurements of root water uptake. , 2016, Annals of botany.

[5]  G. Katul,et al.  Biotic and abiotic factors act in coordination to amplify hydraulic redistribution and lift. , 2010, The New phytologist.

[6]  H. Schenk,et al.  The Shallowest Possible Water Extraction Profile: A Null Model for Global Root Distributions , 2008 .

[7]  Hubert H. G. Savenije,et al.  Climate controls how ecosystems size the root zone storage capacity at catchment scale , 2014 .

[8]  W. Schlesinger,et al.  Transpiration in the global water cycle , 2014 .

[9]  C. Koven,et al.  Expanding Use of Plant Trait Observation in Earth System Models , 2016 .

[10]  Jan Vanderborght,et al.  A simple three-dimensional macroscopic root water uptake model based on the hydraulic architecture approach , 2012 .

[11]  D. Eamus,et al.  Root water compensation sustains transpiration rates in an Australian woodland , 2014 .

[12]  A. Porporato,et al.  Optimal plant water‐use strategies under stochastic rainfall , 2014 .

[13]  T. Keefer,et al.  Contrasting patterns of hydraulic redistribution in three desert phreatophytes , 2003, Oecologia.

[14]  J. Randerson,et al.  Technical Description of version 4.0 of the Community Land Model (CLM) , 2010 .

[15]  Kathy Steppe,et al.  ANAFORE: A stand-scale process-based forest model that includes wood tissue development and labile carbon storage in trees , 2008 .

[16]  Hervé Cochard,et al.  An overview of models of stomatal conductance at the leaf level. , 2010, Plant, cell & environment.

[17]  A. Verhoef,et al.  Towards an improved and more flexible representation of water stress in coupled photosynthesis-stomatal conductance models. , 2011 .

[18]  M. Caldwell,et al.  Hydraulic lift: Substantial nocturnal water transport between soil layers by Artemisia tridentata roots , 1987, Oecologia.

[19]  D. Lobell,et al.  Greater Sensitivity to Drought Accompanies Maize Yield Increase in the U.S. Midwest , 2014, Science.

[20]  Mauro Sulis,et al.  A Scale-Consistent Terrestrial Systems Modeling Platform Based on COSMO, CLM, and ParFlow , 2014 .

[21]  H. Storch,et al.  Statistical Analysis in Climate Research , 2000 .

[22]  S. Seneviratne,et al.  Contrasting response of European forest and grassland energy exchange to heatwaves , 2010 .

[23]  C. Kucharik,et al.  Effects of Root Distribution and Root Water Compensation on Simulated Water Use in Maize Influenced by Shallow Groundwater , 2017 .

[24]  A. Porporato,et al.  Onset of water stress, hysteresis in plant conductance, and hydraulic lift: Scaling soil water dynamics from millimeters to meters , 2008 .

[25]  E. Steudle Review article. How does water get through roots , 1998 .

[26]  J. Durand,et al.  Measuring and Modeling Hydraulic Lift of Lolium multiflorum Using Stable Water Isotopes , 2018 .

[27]  P. Ciais,et al.  Seasonal Responses of Terrestrial Carbon Cycle to Climate Variations in CMIP5 Models: Evaluation and Projection , 2017 .

[28]  Yongjiu Dai,et al.  Incorporating root hydraulic redistribution and compensatory water uptake in the Common Land Model: Effects on site level and global land modeling , 2017 .

[29]  M. G. De Kauwe,et al.  Do land surface models need to include di ff erential plant species responses to drought ? Examining model predictions across a latitudinal gradient in Europe , 2015 .

[30]  D. Smart,et al.  Seasonal changes of whole root system conductance by a drought-tolerant grape root system , 2010, Journal of experimental botany.

[31]  M. R. Guerrieri,et al.  Stomatal conductance and leaf water potential responses to hydraulic conductance variation in Pinus pinaster seedlings , 2007, Trees.

[32]  S. Patiño,et al.  Dynamic measurements of root hydraulic conductance using a high-pressure flowmeter in the laboratory and field , 1995 .

[33]  W. Sadok,et al.  Conservative water use under high evaporative demand associated with smaller root metaxylem and limited trans-membrane water transport in wheat. , 2014, Functional plant biology : FPB.

[34]  D. Randall,et al.  A Revised Land Surface Parameterization (SiB2) for Atmospheric GCMS. Part I: Model Formulation , 1996 .

[35]  Stephen S. O. Burgess,et al.  Hydraulic redistribution in three Amazonian trees , 2005, Oecologia.

[36]  Gordon B. Bonan,et al.  Land-atmosphere CO2 exchange simulated by a land surface process model coupled to an atmospheric general circulation model , 1995 .

[37]  R. B. Jackson,et al.  Downward flux of water through roots (i.e. inverse hydraulic lift) in dry Kalahari sands , 1998, Oecologia.

[38]  Martin Bouda,et al.  Dynamic effects of root system architecture improve root water uptake in 1-D process-based soil-root hydrodynamics , 2017 .

[39]  Ying Fan,et al.  Hydrologic regulation of plant rooting depth , 2017, Proceedings of the National Academy of Sciences.

[40]  A. Pitman,et al.  Impact of the representation of stomatal conductance on model projections of heatwave intensity , 2016, Scientific Reports.

[41]  Guiling Wang,et al.  Modeling the dynamic root water uptake and its hydrological impact at the Reserva Jaru site in Amazonia , 2007 .

[42]  A. Pitman,et al.  Do land surface models need to include differential plant species responses to drought? Examining model predictions across a mesic-xeric gradient in Europe , 2015 .

[43]  K. Taylor Summarizing multiple aspects of model performance in a single diagram , 2001 .

[44]  Jan Vanderborght,et al.  CRootBox: A structural-functional modelling framework for root systems , 2017, bioRxiv.

[45]  F. Tardieu,et al.  Modelling the coordination of the controls of stomatal aperture, transpiration, leaf growth, and abscisic acid: update and extension of the Tardieu-Davies model. , 2015, Journal of Experimental Botany.

[46]  R. Feddes,et al.  Water withdrawal by plant roots , 1972 .

[47]  Jan Vanderborght,et al.  A new model for optimizing the water acquisition of root hydraulic architectures over full crop cycles , 2016, 2016 IEEE International Conference on Functional-Structural Plant Growth Modeling, Simulation, Visualization and Applications (FSPMA).

[48]  Praveen Kumar,et al.  Passive regulation of soil biogeochemical cycling by root water transport , 2013 .

[49]  Xuesong Zhang,et al.  Simulating county‐level crop yields in the Conterminous United States using the Community Land Model: The effects of optimizing irrigation and fertilization , 2016 .

[50]  N. McDowell,et al.  Mechanisms of plant survival and mortality during drought: why do some plants survive while others succumb to drought? , 2008, The New phytologist.

[51]  Valeriy Y. Ivanov,et al.  Modeling plant–water interactions: an ecohydrological overview from the cell to the global scale , 2016 .

[52]  S. Higgins,et al.  TRY – a global database of plant traits , 2011, Global Change Biology.

[53]  K. Oleson,et al.  Modeling stomatal conductance in the earth system: linking leaf water-use efficiency and water transport along the soil–plant–atmosphere continuum , 2014 .

[54]  X. Lee,et al.  Influences of Root Hydraulic Redistribution on N2O Emissions at AmeriFlux Sites , 2018 .

[55]  R. Scott,et al.  Combined measurement and modeling of the hydrological impact of hydraulic redistribution using CLM4.5 at eight AmeriFlux sites , 2016 .

[56]  A. Porporato,et al.  Soil Moisture Feedbacks on Convection Triggers: The Role of Soil-Plant Hydrodynamics , 2008 .

[57]  R. B. Jackson,et al.  Modeling Root Water Uptake in Hydrological and Climate Models. , 2001 .

[58]  Praveen Kumar,et al.  Numerical simulations of hydraulic redistribution across climates: The role of the root hydraulic conductivities , 2015 .

[59]  I. Fung,et al.  Root functioning modifies seasonal climate. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[60]  R. Oren,et al.  Water deficits and hydraulic limits to leaf water supply. , 2002, Plant, cell & environment.

[61]  Murugesu Sivapalan,et al.  Ecohydrological responses of dense canopies to environmental variability: 1. Interplay between vertical structure and photosynthetic pathway , 2010 .

[62]  Frederick R. Adler,et al.  Limitation of plant water use by rhizosphere and xylem conductance: results from a model , 1998 .

[63]  Marius Schmidt,et al.  Improving the stem heat balance method for determining sap-flow in wheat , 2014 .

[64]  I. Rodríguez‐Iturbe,et al.  Coupled Dynamics of Photosynthesis, Transpiration, and Soil Water Balance. Part I: Upscaling from Hourly to Daily Level , 2004 .

[65]  François Tardieu,et al.  Variability among species of stomatal control under fluctuating soil water status and evaporative demand: modelling isohydric and anisohydric behaviours , 1998 .

[66]  E. Steudle,et al.  Hydraulic conductivity of rice roots. , 2001, Journal of experimental botany.

[67]  M. Caldwell,et al.  Hydraulic lift: consequences of water efflux from the roots of plants , 1998, Oecologia.

[68]  H. Vereecken,et al.  Modelling the impact of heterogeneous rootzone water distribution on the regulation of transpiration by hormone transport and/or hydraulic pressures , 2014, Plant and Soil.

[69]  R. B. Jackson,et al.  Mapping the global distribution of deep roots in relation to climate and soil characteristics , 2005 .

[70]  R. Schnur,et al.  Climate-carbon cycle feedback analysis: Results from the C , 2006 .

[71]  François Chaumont,et al.  A Hydraulic Model Is Compatible with Rapid Changes in Leaf Elongation under Fluctuating Evaporative Demand and Soil Water Status1[C][W][OPEN] , 2014, Plant Physiology.

[72]  Ying‐ping Wang,et al.  Improving the responses of the Australian community land surface model (CABLE) to seasonal drought , 2012 .

[73]  D. Or,et al.  Hydraulic redistribution in a stand of Artemisia tridentata: evaluation of benefits to transpiration assessed with a simulation model , 2017, Oecologia.

[74]  Irena Hajnsek,et al.  A Network of Terrestrial Environmental Observatories in Germany , 2011 .

[75]  E. Steudle,et al.  How does water get through roots , 1998 .

[76]  Jan Vanderborght,et al.  Monitoring and Modeling the Terrestrial System from Pores to Catchments: The Transregional Collaborative Research Center on Patterns in the Soil–Vegetation–Atmosphere System , 2015 .

[77]  R. Dickinson,et al.  Modeling hydraulic redistribution and ecosystem response to droughts over the Amazon basin using Community Land Model 4.0 (CLM4) , 2014 .

[78]  H. Vereecken,et al.  Parameterization of Root Water Uptake Models Considering Dynamic Root Distributions and Water Uptake Compensation , 2018 .

[79]  Pierre Gentine,et al.  Sensitivity of grassland productivity to aridity controlled by stomatal and xylem regulation , 2017 .

[80]  Ray Leuning,et al.  A coupled model of stomatal conductance, photosynthesis and transpiration , 2003 .

[81]  Loïc Pagès,et al.  Water Uptake by Plant Roots: II – Modelling of Water Transfer in the Soil Root-system with Explicit Account of Flow within the Root System – Comparison with Experiments , 2006, Plant and Soil.

[82]  Jan Vanderborght,et al.  A hybrid analytical-numerical method for solving water flow equations in root hydraulic architectures , 2017 .

[83]  S. Schymanski,et al.  An optimality-based model of the coupled soil moisture and root dynamics , 2008 .

[84]  William J. Davies,et al.  Integration of hydraulic and chemical signalling in the control of stomatal conductance and water status of droughted plants , 1993 .

[85]  G. Yohe,et al.  A globally coherent fingerprint of climate change impacts across natural systems , 2003, Nature.

[86]  G. Hornberger,et al.  Empirical equations for some soil hydraulic properties , 1978 .

[87]  S. Carpenter,et al.  Solutions for a cultivated planet , 2011, Nature.

[88]  A. Noormets,et al.  Hydraulic redistribution of soil water by roots affects whole-stand evapotranspiration and net ecosystem carbon exchange. , 2010, The New phytologist.

[89]  I. C. Prentice,et al.  How should we model plant responses to drought? An analysis of stomatal and non-stomatal responses to water stress , 2013 .

[90]  Stephen Sitch,et al.  A roadmap for improving the representation of photosynthesis in Earth system models. , 2017, The New phytologist.

[91]  Jan Vanderborght,et al.  Construction of Minirhizotron Facilities for Investigating Root Zone Processes , 2016 .

[92]  L. Pagès,et al.  A simulation model of the three-dimensional architecture of the maize root system , 1989, Plant and Soil.

[93]  Sean C. Thomas,et al.  The worldwide leaf economics spectrum , 2004, Nature.

[94]  A. Pitman,et al.  A test of an optimal stomatal conductance scheme within the CABLE land surface model , 2014 .

[95]  M. Zarebanadkouki,et al.  Hydraulic conductivity of soil-grown lupine and maize unbranched roots and maize root-shoot junctions. , 2018, Journal of plant physiology.

[96]  H. Cochard,et al.  Plant resistance to drought depends on timely stomatal closure. , 2017, Ecology letters.

[97]  S. Carpenter,et al.  Planetary boundaries: Guiding human development on a changing planet , 2015, Science.

[98]  Z. Cardon,et al.  The magnitude of hydraulic redistribution by plant roots: a review and synthesis of empirical and modeling studies. , 2012, The New phytologist.

[99]  Paolo De Angelis,et al.  Reconciling the optimal and empirical approaches to modelling stomatal conductance , 2011 .

[100]  F. Tardieu,et al.  Drought and Abscisic Acid Effects on Aquaporin Content Translate into Changes in Hydraulic Conductivity and Leaf Growth Rate: A Trans-Scale Approach1[W][OA] , 2009, Plant Physiology.

[101]  T. Klein The variability of stomatal sensitivity to leaf water potential across tree species indicates a continuum between isohydric and anisohydric behaviours , 2014 .

[102]  Praveen Kumar,et al.  A model for hydraulic redistribution incorporating coupled soil-root moisture transport , 2007 .

[103]  M. Adams,et al.  The redistribution of soil water by tree root systems , 1998, Oecologia.

[104]  E. Rastetter,et al.  Seasonal variation in net carbon exchange and evapotranspiration in a Brazilian rain forest: a modelling analysis , 1998 .

[105]  Christopher B. Field,et al.  Changes in Ecologically Critical Terrestrial Climate Conditions , 2013, Science.

[106]  Praveen Kumar,et al.  Competitive and mutualistic dependencies in multispecies vegetation dynamics enabled by hydraulic redistribution , 2012 .

[107]  Tod A. Laursen,et al.  Finite element tree crown hydrodynamics model (FETCH) using porous media flow within branching elements: A new representation of tree hydrodynamics , 2005 .

[108]  J. Bouma,et al.  Pedotransfer Functions in Earth System Science: Challenges and Perspectives , 2017 .

[109]  Marie Combe,et al.  Plant water-stress parameterization determines the strength of land-atmosphere coupling , 2016 .

[110]  W. Riley,et al.  Incorporating root hydraulic redistribution in CLM4.5: Effects on predicted site and global evapotranspiration, soil moisture, and water storage , 2015 .

[111]  Luca Ridolfi,et al.  Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress: III. Vegetation water stress , 2001 .

[112]  H. Vereecken,et al.  Root growth, water uptake, and sap flow of winter wheat in response to different soil water conditions , 2018 .

[113]  F. Tardieu,et al.  Circadian rhythms of hydraulic conductance and growth are enhanced by drought and improve plant performance , 2014, Nature Communications.

[114]  M. Rietkerk,et al.  Drought sensitivity of patterned vegetation determined by rainfall‐land surface feedbacks , 2011 .

[115]  G. Hornberger,et al.  A Statistical Exploration of the Relationships of Soil Moisture Characteristics to the Physical Properties of Soils , 1984 .

[116]  J. Hopmans,et al.  Impact of root growth and hydraulic conductance on canopy carbon-water relations of young walnut trees (Juglans regia L.) under drought , 2017 .

[117]  J. Richards,et al.  Does hydraulic lift or nighttime transpiration facilitate nitrogen acquisition? , 2008, Plant and Soil.

[118]  Anne Verhoef,et al.  Modeling plant transpiration under limited soil water: Comparison of different plant and soil hydraulic parameterizations and preliminary implications for their use in land surface models , 2014 .

[119]  A. P. Annan,et al.  Electromagnetic determination of soil water content: Measurements in coaxial transmission lines , 1980 .

[120]  Hydraulic redistribution may stimulate decomposition , 2009 .

[121]  F. Pugnaire,et al.  Hydraulic lift: soil processes and transpiration in the Mediterranean leguminous shrub Retama sphaerocarpa (L.) Boiss , 2010, Plant and Soil.

[122]  Bernd Körfgen,et al.  Implementation of a Microscopic Soil–Root Hydraulic Conductivity Drop Function in a Three‐Dimensional Soil–Root Architecture Water Transfer Model , 2009 .

[123]  Jitendra Kumar,et al.  Root structural and functional dynamics in terrestrial biosphere models--evaluation and recommendations. , 2015, The New phytologist.

[124]  X. Draye,et al.  Dynamic aspects of soil water availability for isohydric plants: Focus on root hydraulic resistances , 2014 .

[125]  Jan Vanderborght,et al.  Horizontal soil water potential heterogeneity simplifying approaches for crop water dynamics models , 2014 .