Technological and methodological progress is essential to improve our understanding of fundamental processes in natural and engineering sciences. In this paper, we will address the potential of new technological and methodological advancements in soil hydrology to move forward our understanding of soil water related processes across a broad range of scales. We will focus on advancements made in quantifying root water uptake processes, subsurface lateral flow, and deep drainage at the field and catchment scale, respectively. We will elaborate on the value of establishing a science-driven network of hydrological observatories to test fundamental hypotheses, to study organizational principles of soil hydrologic processes at catchment scale, and to provide data for the development and validation of models. Finally, we discuss recent developments in data assimilation methods, which provide new opportunities to better integrate observations and models and to improve predictions of the short-term evolution of hydrological processes.
Anderson A. E., Weiler M., Alila Y., Hudson R. O., Dye staining and excavation of a lateral preferential flow network, 10.5194/hess-13-935-2009
Anderson S. P., Bales R. C., Duffy C. J., Critical Zone Observatories: Building a network to advance interdisciplinary study of Earth surface processes, 10.1180/minmag.2008.072.1.7
Aravena Jazmín E., Berli Markus, Ghezzehei Teamrat A., Tyler Scott W., Effects of Root-Induced Compaction on Rhizosphere Hydraulic Properties - X-ray Microtomography Imaging and Numerical Simulations, 10.1021/es102566j
Baatz R., Bogena H.R., Hendricks Franssen H.-J., Huisman J.A., Qu W., Montzka C., Vereecken H., Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods, 10.1016/j.jhydrol.2014.02.026
Bachmair S., Weiler M., Hillslope characteristics as controls of subsurface flow variability, 10.5194/hess-16-3699-2012
Bailey R. T., Baù D., Estimating geostatistical parameters and spatially-variable hydraulic conductivity within a catchment system using an ensemble smoother, 10.5194/hess-16-287-2012
Baldocchi Dennis, Falge Eva, Gu Lianhong, Olson Richard, Hollinger David, Running Steve, Anthoni Peter, Bernhofer Ch, Davis Kenneth, Evans Robert, Fuentes Jose, Goldstein Allen, Katul Gabriel, Law Beverly, Lee Xuhui, Malhi Yadvinder, Meyers Tilden, Munger William, Oechel Walt, Paw K. T., Pilegaard Kim, Schmid H. P., Valentini Riccardo, Verma Shashi, Vesala Timo, Wilson Kell, Wofsy Steve, FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapor, and Energy Flux Densities, 10.1175/1520-0477(2001)082<2415:fantts>2.3.co;2
Baldocchi Dennis, Reichstein Markus, Papale Dario, Koteen Laurie, Vargas Rodrigo, Agarwal Deborah, Cook Robert, The role of trace gas flux networks in the biogeosciences, 10.1029/2012eo230001
Barrett Damian J., Renzullo Luigi J., On the Efficacy of Combining Thermal and Microwave Satellite Data as Observational Constraints for Root-Zone Soil Moisture Estimation, 10.1175/2009jhm1043.1
Bateni S. M., Entekhabi D., Surface heat flux estimation with the ensemble Kalman smoother: Joint estimation of state and parameters : ESTIMATION OF SURFACE FLUXES WITH ENKS, 10.1029/2011wr011542
Berman Elena S. F., Gupta Manish, Gabrielli Chris, Garland Tina, McDonnell Jeffrey J., High-frequency field-deployable isotope analyzer for hydrological applications : RAPID COMMUNICATION, 10.1029/2009wr008265
Beven Keith J., Cloke Hannah L., Comment on “Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth's terrestrial water” by Eric F. Wood et al. : COMMENTARY, 10.1029/2011wr010982
Binley Andrew, Cassiani Giorgio, Middleton Roy, Winship Peter, Vadose zone flow model parameterisation using cross-borehole radar and resistivity imaging, 10.1016/s0022-1694(02)00146-4
Bogena, Hydrol. Wasserbewir, 3, 138 (2012)
Bogena H. R., Bol R., Borchard N., Brüggemann N., Diekkrüger B., Drüe C., Groh J., Gottselig N., Huisman J. A., Lücke A., Missong A., Neuwirth B., Pütz T., Schmidt M., Stockinger M., Tappe W., Weihermüller L., Wiekenkamp I., Vereecken H., A terrestrial observatory approach to the integrated investigation of the effects of deforestation on water, energy, and matter fluxes, 10.1007/s11430-014-4911-7
Boniger Urs, Tronicke Jens, On the Potential of Kinematic GPR Surveying Using a Self-Tracking Total Station: Evaluating System Crosstalk and Latency, 10.1109/tgrs.2010.2048332
Bradford John H., Clement William P., Barrash Warren, Estimating porosity with ground-penetrating radar reflection tomography: A controlled 3-D experiment at the Boise Hydrogeophysical Research Site : ESTIMATING POROSITY WITH GPR, 10.1029/2008wr006960
Brunner Philip, Doherty J., Simmons Craig T., Uncertainty assessment and implications for data acquisition in support of integrated hydrologic models : UNCERTAINTY ASSESSMENT, DATA ACQUISITION, 10.1029/2011wr011342
Busch David E., Smith Stanley D., Mechanisms Associated With Decline of Woody Species in Riparian Ecosystems of the Southwestern U.S., 10.2307/2937064
Busch Sebastian, Weihermüller Lutz, Huisman Johan A., Steelman Colby M., Endres Anthony L., Vereecken Harry, van der Kruk Jan, Coupled hydrogeophysical inversion of time-lapse surface GPR data to estimate hydraulic properties of a layered subsurface : COUPLED HYDROGEOPHYSICAL INVERSION OF SURFACE GPR DATA, 10.1002/2013wr013992
Busch Sebastian, van der Kruk Jan, Vereecken Harry, Improved Characterization of Fine-Texture Soils Using On-Ground GPR Full-Waveform Inversion, 10.1109/tgrs.2013.2278297
Butts Michael, Drews Martin, Larsen Morten A.D., Lerer Sara, Rasmussen Søren H., Grooss Jesper, Overgaard Jesper, Refsgaard Jens C., Christensen Ole B., Christensen Jens H., Embedding complex hydrology in the regional climate system – Dynamic coupling across different modelling domains, 10.1016/j.advwatres.2014.09.004
Camporese Matteo, Paniconi Claudio, Putti Mario, Salandin Paolo, Ensemble Kalman filter data assimilation for a process-based catchment scale model of surface and subsurface flow : EnKF FOR A MODEL OF SURFACE AND SUBSURFACE FLOW, 10.1029/2008wr007031
Carminati Andrea, Vetterlein Doris, Weller Ulrich, Vogel Hans-Jörg, Oswald Sascha E., When Roots Lose Contact, 10.2136/vzj2008.0147
Carminati Andrea, Moradi Ahmad B., Vetterlein Doris, Vontobel Peter, Lehmann Eberhard, Weller Ulrich, Vogel Hans-Jörg, Oswald Sascha E., Dynamics of soil water content in the rhizosphere, 10.1007/s11104-010-0283-8
Chanzy A., Bruckler L., Perrier A., Soil evaporation monitoring: a possible synergism of microwave and infrared remote sensing, 10.1016/0022-1694(94)02571-r
Chen Mingxuan, Dickinson Robert E., Zeng Xubin, Hahmann Andrea N., Comparison of Precipitation Observed over the Continental United States to That Simulated by a Climate Model, 10.1175/1520-0442(1996)009<2233:copoot>2.0.co;2
Chrisman B., Zreda M., Quantifying mesoscale soil moisture with the cosmic-ray rover, 10.5194/hess-17-5097-2013
Clark Martyn P., Kavetski Dmitri, Ancient numerical daemons of conceptual hydrological modeling: 1. Fidelity and efficiency of time stepping schemes : NUMERICAL DAEMONS OF HYDROLOGICAL MODELING, 1, 10.1029/2009wr008894
Coenders-Gerrits A. M. J., van der Ent R. J., Bogaard T. A., Wang-Erlandsson L., Hrachowitz M., Savenije H. H. G., Uncertainties in transpiration estimates, 10.1038/nature12925
Couvreur V., Vanderborght J., Draye X., Javaux M., Dynamic aspects of soil water availability for isohydric plants: Focus on root hydraulic resistances, 10.1002/2014wr015608
CROW W, KUSTAS W, PRUEGER J, Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model, 10.1016/j.rse.2006.11.033
Das N.N., Mohanty B.P., Cosh M.H., Jackson T.J., Modeling and assimilation of root zone soil moisture using remote sensing observations in Walnut Gulch Watershed during SMEX04, 10.1016/j.rse.2006.10.027
Desilets Darin, Zreda Marek, Footprint diameter for a cosmic-ray soil moisture probe: Theory and Monte Carlo simulations : Footprint Diameter for a Cosmic-Ray Soil Moisture Probe, 10.1002/wrcr.20187
Di Baldassarre G., Montanari A., Uncertainty in river discharge observations: a quantitative analysis, 10.5194/hess-13-913-2009
Donohue Randall J., Roderick Michael L., McVicar Tim R., Assessing the differences in sensitivities of runoff to changes in climatic conditions across a large basin, 10.1016/j.jhydrol.2011.07.003
Douville H., Ribes A., Decharme B., Alkama R., Sheffield J., Anthropogenic influence on multidecadal changes in reconstructed global evapotranspiration, 10.1038/nclimate1632
Draper C. S., Mahfouf J.-F., Walker J. P., Root zone soil moisture from the assimilation of screen-level variables and remotely sensed soil moisture, 10.1029/2010jd013829
Erdal D., Neuweiler I., Wollschläger U., Using a bias aware EnKF to account for unresolved structure in an unsaturated zone model : BIAS AWARE ENKF FOR UNRESOLVED STRUCTURE, 10.1002/2012wr013443
Ershadi A., McCabe M.F., Evans J.P., Chaney N.W., Wood E.F., Multi-site evaluation of terrestrial evaporation models using FLUXNET data, 10.1016/j.agrformet.2013.11.008
Evensen Geir, Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, 10.1029/94jc00572
Flores Alejandro N., Bras Rafael L., Entekhabi Dara, Hydrologic data assimilation with a hillslope-scale-resolving model and L band radar observations: Synthetic experiments with the ensemble Kalman filter : DATA ASSIMILATION FOR HILLSLOPE-SCALE SOIL MOISTURE, 10.1029/2011wr011500
Fraser Lauchlan H, Henry Hugh AL, Carlyle Cameron N, White Shannon R, Beierkuhnlein Carl, Cahill James F, Casper Brenda B, Cleland Elsa, Collins Scott L, Dukes Jeffrey S, Knapp Alan K, Lind Eric, Long Ruijun, Luo Yiqi, Reich Peter B, Smith Melinda D, Sternberg Marcelo, Turkington Roy, Coordinated distributed experiments: an emerging tool for testing global hypotheses in ecology and environmental science, 10.1890/110279
Freer Jim, McDonnell J. J., Beven K. J., Peters N. E., Burns D. A., Hooper R. P., Aulenbach B., Kendall C., The role of bedrock topography on subsurface storm flow : THE ROLE OF BEDROCK TOPOGRAPHY ON SUBSURFACE STORM FLOW, 10.1029/2001wr000872
Garré S., Javaux M., Vanderborght J., Pagès L., Vereecken H., Three-Dimensional Electrical Resistivity Tomography to Monitor Root Zone Water Dynamics, 10.2136/vzj2010.0079
Garré S., Coteur I., Wongleecharoen C., Kongkaew T., Diels J., Vanderborght J., Noninvasive Monitoring of Soil Water Dynamics in Mixed Cropping Systems: A Case Study in Ratchaburi Province, Thailand, 10.2136/vzj2012.0129
Ghasemizade Mehdi, Schirmer Mario, Subsurface flow contribution in the hydrological cycle: lessons learned and challenges ahead—a review, 10.1007/s12665-013-2329-8
Graf Alexander, Bogena Heye R., Drüe Clemens, Hardelauf Horst, Pütz Thomas, Heinemann Günther, Vereecken Harry, Spatiotemporal relations between water budget components and soil water content in a forested tributary catchment, 10.1002/2013wr014516
Groffman Peter M., Bain Daniel J., Band Lawrence E., Belt Kenneth T., Brush Grace S., Grove J Morgan, Pouyat Richard V., Yesilonis Ian C., Zipperer Wayne C., Down by the riverside: urban riparian ecology, 10.1890/1540-9295(2003)001[0315:dbtrur]2.0.co;2
Groffman Peter M., Butterbach-Bahl Klaus, Fulweiler Robinson W., Gold Arthur J., Morse Jennifer L., Stander Emilie K., Tague Christina, Tonitto Christina, Vidon Philippe, Challenges to incorporating spatially and temporally explicit phenomena (hotspots and hot moments) in denitrification models, 10.1007/s10533-008-9277-5
Guo Li, Chen Jin, Lin Henry, Subsurface lateral preferential flow network revealed by time-lapse ground-penetrating radar in a hillslope, 10.1002/2013wr014603
Hamilton Michael P., Graham Eric A., Rundel Philip W., Allen Michael F., Kaiser William, Hansen Mark H., Estrin Deborah L., New Approaches in Embedded Networked Sensing for Terrestrial Ecological Observatories, 10.1089/ees.2006.0045
Han Xujun, Hendricks Franssen Harrie-Jan, Li Xin, Zhang Yanlin, Montzka Carsten, Vereecken Harry, Joint Assimilation of Surface Temperature and L-Band Microwave Brightness Temperature in Land Data Assimilation, 10.2136/vzj2012.0072
Han Xujun, Franssen Harrie-Jan Hendricks, Montzka Carsten, Vereecken Harry, Soil moisture and soil properties estimation in the Community Land Model with synthetic brightness temperature observations, 10.1002/2013wr014586
Hinnell A. C., Ferré T. P. A., Vrugt J. A., Huisman J. A., Moysey S., Rings J., Kowalsky M. B., Improved extraction of hydrologic information from geophysical data through coupled hydrogeophysical inversion : COUPLED HYDROGEOPHYSICAL INVERSION, 10.1029/2008wr007060
Holden J., Burt T. P., Vilas M., Application of ground-penetrating radar to the identification of subsurface piping in blanket peat, 10.1002/esp.316
Huisman J. A., Hubbard S. S., Redman J. D., Annan A. P., Measuring Soil Water Content with Ground Penetrating Radar, 10.2136/vzj2003.4760
Huisman J.A., Rings J., Vrugt J.A., Sorg J., Vereecken H., Hydraulic properties of a model dike from coupled Bayesian and multi-criteria hydrogeophysical inversion, 10.1016/j.jhydrol.2009.10.023
Hupet F., Lambot S., Javaux M., Vanclooster M., On the identification of macroscopic root water uptake parameters from soil water content observations : IDENTIFICATION OF ROOT WATER UPTAKE PARAMETERS, 10.1029/2002wr001556
Jasechko Scott, Sharp Zachary D., Gibson John J., Birks S. Jean, Yi Yi, Fawcett Peter J., Terrestrial water fluxes dominated by transpiration, 10.1038/nature11983
Javaux Mathieu, Schröder Tom, Vanderborght Jan, Vereecken Harry, Use of a Three-Dimensional Detailed Modeling Approach for Predicting Root Water Uptake, 10.2136/vzj2007.0115
Javaux Mathieu, Couvreur Valentin, Vanderborght Jan, Vereecken Harry, Root Water Uptake: From Three-Dimensional Biophysical Processes to Macroscopic Modeling Approaches, 10.2136/vzj2013.02.0042
Jung Martin, Reichstein Markus, Ciais Philippe, Seneviratne Sonia I., Sheffield Justin, Goulden Michael L., Bonan Gordon, Cescatti Alessandro, Chen Jiquan, de Jeu Richard, Dolman A. Johannes, Eugster Werner, Gerten Dieter, Gianelle Damiano, Gobron Nadine, Heinke Jens, Kimball John, Law Beverly E., Montagnani Leonardo, Mu Qiaozhen, Mueller Brigitte, Oleson Keith, Papale Dario, Richardson Andrew D., Roupsard Olivier, Running Steve, Tomelleri Enrico, Viovy Nicolas, Weber Ulrich, Williams Christopher, Wood Eric, Zaehle Sönke, Zhang Ke, Recent decline in the global land evapotranspiration trend due to limited moisture supply, 10.1038/nature09396
Juston John, Jansson Per-Erik, Gustafsson David, Rating curve uncertainty and change detection in discharge time series: case study with 44-year historic data from the Nyangores River, Kenya : RATING CURVE UNCERTAINTY AND CHANGE DETECTION IN DISCHARGE TIME SERIES, 10.1002/hyp.9786
Kampf Stephanie K., Burges Stephen J., Quantifying the water balance in a planar hillslope plot: Effects of measurement errors on flow prediction, 10.1016/j.jhydrol.2009.10.036
Katul Gabriel G., Siqueira Mario B., Biotic and abiotic factors act in coordination to amplify hydraulic redistribution and lift : Commentary, 10.1111/j.1469-8137.2010.03306.x
Katul Gabriel G., Oren Ram, Manzoni Stefano, Higgins Chad, Parlange Marc B., Evapotranspiration: A process driving mass transport and energy exchange in the soil-plant-atmosphere-climate system : EVAPOTRANSPIRATION AND CLIMATE, 10.1029/2011rg000366
Kennedy Jeffrey, Ferré Ty P. A., Güntner Andreas, Abe Maiko, Creutzfeldt Benjamin, Direct measurement of subsurface mass change using the variable baseline gravity gradient method : Kennedy et al.: Variable-baseline gradients, 10.1002/2014gl059673
Kinlaw A., Grasmueck M., Evidence for and geomorphologic consequences of a reptilian ecosystem engineer: The burrowing cascade initiated by the Gopher Tortoise, 10.1016/j.geomorph.2011.06.030
Kirchner James W., Getting the right answers for the right reasons: Linking measurements, analyses, and models to advance the science of hydrology : GETTING THE RIGHT ANSWERS FOR THE RIGHT REASONS, 10.1029/2005wr004362
Klotzsche A., van der Kruk J., Linde N., Doetsch J., Vereecken H., 3-D characterization of high-permeability zones in a gravel aquifer using 2-D crosshole GPR full-waveform inversion and waveguide detection, 10.1093/gji/ggt275
Klotzsche Anja, van der Kruk Jan, Bradford John, Vereecken Harry, Detection of spatially limited high-porosity layers using crosshole GPR signal analysis and full-waveform inversion, 10.1002/2013wr015177
Koestel Johannes, Kemna Andreas, Javaux Mathieu, Binley Andrew, Vereecken Harry, Quantitative imaging of solute transport in an unsaturated and undisturbed soil monolith with 3-D ERT and TDR : QUANTITATIVE IMAGING OF SOLUTE TRANSPORT, 10.1029/2007wr006755
Kollet Stefan J., Maxwell Reed M., Capturing the influence of groundwater dynamics on land surface processes using an integrated, distributed watershed model : INFLUENCE OF GROUNDWATER DYNAMICS ON LAND, 10.1029/2007wr006004
Kollet Stefan J., Maxwell Reed M., Woodward Carol S., Smith Steve, Vanderborght Jan, Vereecken Harry, Simmer Clemens, Proof of concept of regional scale hydrologic simulations at hydrologic resolution utilizing massively parallel computer resources : RAPID COMMUNICATION, 10.1029/2009wr008730
Kool D., Agam N., Lazarovitch N., Heitman J.L., Sauer T.J., Ben-Gal A., A review of approaches for evapotranspiration partitioning, 10.1016/j.agrformet.2013.09.003
Kowalsky M. B., Finsterle S., Peterson J., Hubbard S., Rubin Y., Majer E., Ward A., Gee G., Estimation of field-scale soil hydraulic and dielectric parameters through joint inversion of GPR and hydrological data : JOINT INVERSION OF GPR AND HYDROLOGICAL DATA, 10.1029/2005wr004237
Lahoz William A., De Lannoy Gabriëlle J. M., Closing the Gaps in Our Knowledge of the Hydrological Cycle over Land: Conceptual Problems, 10.1007/s10712-013-9221-7
Lambot S., Slob E. C., Vanclooster M., Vereecken H., Closed loop GPR data inversion for soil hydraulic and electric property determination, 10.1029/2006gl027906
Léger Emmanuel, Saintenoy Albane, Coquet Yves, Hydrodynamic parameters of a sandy soil determined by ground-penetrating radar inside a single ring infiltrometer, 10.1002/2013wr014226
Li Fuqin, Crow Wade T., Kustas William P., Towards the estimation root-zone soil moisture via the simultaneous assimilation of thermal and microwave soil moisture retrievals, 10.1016/j.advwatres.2009.11.007
Li Xin, Cheng Guodong, Liu Shaomin, Xiao Qing, Ma Mingguo, Jin Rui, Che Tao, Liu Qinhuo, Wang Weizhen, Qi Yuan, Wen Jianguang, Li Hongyi, Zhu Gaofeng, Guo Jianwen, Ran Youhua, Wang Shuoguo, Zhu Zhongli, Zhou Jian, Hu Xiaoli, Xu Ziwei, Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design, 10.1175/bams-d-12-00154.1
Liang Xu, Lettenmaier Dennis P., Wood Eric F., Burges Stephen J., A simple hydrologically based model of land surface water and energy fluxes for general circulation models, 10.1029/94jd00483
Looms Majken C., Binley Andrew, Jensen Karsten H., Nielsen Lars, Hansen Thomas M., Identifying Unsaturated Hydraulic Parameters Using an Integrated Data Fusion Approach on Cross-Borehole Geophysical Data, 10.2136/vzj2007.0087
Maeght Jean-Luc, Rewald Boris, Pierret Alain, How to study deep roots—and why it matters, 10.3389/fpls.2013.00299
Markewitz Daniel, Devine Scott, Davidson Eric A., Brando Paulo, Nepstad Daniel C., Soil moisture depletion under simulated drought in the Amazon: impacts on deep root uptake, 10.1111/j.1469-8137.2010.03391.x
McDonnell Jeffrey J., Are all runoff processes the same? : INVITED COMMENTARY, 10.1002/hyp.10076
McDonnell Jeffrey J., Beven Keith, Debates-The future of hydrological sciences: A (common) path forward? A call to action aimed at understanding velocities, celerities and residence time distributions of the headwater hydrograph, 10.1002/2013wr015141
McDonnell J. J., Sivapalan M., Vaché K., Dunn S., Grant G., Haggerty R., Hinz C., Hooper R., Kirchner J., Roderick M. L., Selker J., Weiler M., Moving beyond heterogeneity and process complexity: A new vision for watershed hydrology : OPINION, 10.1029/2006wr005467
McGuire Kevin J., McDonnell Jeffrey J., A review and evaluation of catchment transit time modeling, 10.1016/j.jhydrol.2006.04.020
Mentens Jeroen, Raes Dirk, Hermy Martin, Green roofs as a tool for solving the rainwater runoff problem in the urbanized 21st century?, 10.1016/j.landurbplan.2005.02.010
Merz Steffen, Pohlmeier Andreas, Vanderborght Jan, van Dusschoten Dagmar, Vereecken Harry, Moisture profiles of the upper soil layer during evaporation monitored by NMR, 10.1002/2013wr014809
Milliman J.D., Farnsworth K.L., Jones P.D., Xu K.H., Smith L.C., Climatic and anthropogenic factors affecting river discharge to the global ocean, 1951–2000, 10.1016/j.gloplacha.2008.03.001
Mirus Benjamin B., Loague Keith, How runoff begins (and ends): Characterizing hydrologic response at the catchment scale : HOW DOES RUNOFF BEGIN (AND END)?, 10.1002/wrcr.20218
Montzka Carsten, Pauwels Valentijn, Franssen Harrie-Jan, Han Xujun, Vereecken Harry, Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review, 10.3390/s121216291
Moradi Ahmad B., Carminati Andrea, Vetterlein Doris, Vontobel Peter, Lehmann Eberhard, Weller Ulrich, Hopmans Jan W., Vogel Hans-Jörg, Oswald Sascha E., Three-dimensional visualization and quantification of water content in the rhizosphere, 10.1111/j.1469-8137.2011.03826.x
Nepstad Daniel C., de Carvalho Claudio R., Davidson Eric A., Jipp Peter H., Lefebvre Paul A., Negreiros Gustavo H., da Silva Elson D., Stone Thomas A., Trumbore Susan E., Vieira Simone, The role of deep roots in the hydrological and carbon cycles of Amazonian forests and pastures, 10.1038/372666a0
Neumann Rebecca B., Cardon Zoe G., The magnitude of hydraulic redistribution by plant roots: a review and synthesis of empirical and modeling studies : Tansley review, 10.1111/j.1469-8137.2012.04088.x
Nippert Jesse B., Butler James J., Kluitenberg Gerard J., Whittemore Donald O., Arnold Dave, Spal Scott E., Ward Joy K., Patterns of Tamarix water use during a record drought, 10.1007/s00442-009-1455-1
Ochsner Tyson E., Cosh Michael H., Cuenca Richard H., Dorigo Wouter A., Draper Clara S., Hagimoto Yutaka, Kerr Yann H., Njoku Eni G., Small Eric E., Zreda Marek, State of the Art in Large-Scale Soil Moisture Monitoring, 10.2136/sssaj2013.03.0093
Oleson, Technical Description of version 4.5 of the Community Land Model (CLM), 422 pp. (2013)
Oswald Sascha E., Menon Manoj, Carminati Andrea, Vontobel Peter, Lehmann Eberhard, Schulin Rainer, Quantitative Imaging of Infiltration, Root Growth, and Root Water Uptake via Neutron Radiography, 10.2136/vzj2007.0156
Pachepsky Ya. A., Guber A. K., Jacques D., TEMPORAL PERSISTENCE IN VERTICAL DISTRIBUTIONS OF SOIL MOISTURE CONTENTS, 10.2136/sssaj2005.0347
Palta Monica M., Ehrenfeld Joan G., Groffman Peter M., “Hotspots” and “Hot Moments” of Denitrification in Urban Brownfield Wetlands, 10.1007/s10021-014-9778-0
Pangle Luke A., Klaus Julian, Berman Elena S. F., Gupta Manish, McDonnell Jeffrey J., A new multisource and high-frequency approach to measuring δ
2
H and δ
18
O in hydrological field studies : TECHNICAL NOTE, 10.1002/2013wr013743
Pasetto Damiano, Camporese Matteo, Putti Mario, Ensemble Kalman filter versus particle filter for a physically-based coupled surface–subsurface model, 10.1016/j.advwatres.2012.06.009
Pauwels V.R.N., Balenzano A., Satalino G., Skriver H., Verhoest N.E.C., Mattia F., Optimization of Soil Hydraulic Model Parameters Using Synthetic Aperture Radar Data: An Integrated Multidisciplinary Approach, 10.1109/tgrs.2008.2007849
Pauwels V. R. N., De Lannoy G. J. M., Hendricks Franssen H.-J., Vereecken H., Simultaneous estimation of model state variables and observation and forecast biases using a two-stage hybrid Kalman filter, 10.5194/hess-17-3499-2013
Peters Debra P. C., Loescher Henry W., SanClements Michael D., Havstad Kris M., Taking the pulse of a continent: expanding site-based research infrastructure for regional- to continental-scale ecology, 10.1890/es13-00295.1
Pohlmeier A., Oros-Peusquens A., Javaux M., Menzel M. I., Vanderborght J., Kaffanke J., Romanzetti S., Lindenmair J., Vereecken H., Shah N. J., Changes in Soil Water Content Resulting from Root Uptake Monitored by Magnetic Resonance Imaging, 10.2136/vzj2007.0110
Pohlmeier, Soil-Water-Root Processes: Advances in Tomography and Imaging, 137 (2013)
Qu W., Bogena H.R., Huisman J.A., Vereecken H., Calibration of a Novel Low-Cost Soil Water Content Sensor Based on a Ring Oscillator, 10.2136/vzj2012.0139
Rahman M., Sulis M., Kollet S. J., The concept of dual-boundary forcing in land surface-subsurface interactions of the terrestrial hydrologic and energy cycles, 10.1002/2014wr015738
Rast Michael, Johannessen Johnny, Mauser Wolfram, Review of Understanding of Earth’s Hydrological Cycle: Observations, Theory and Modelling, 10.1007/s10712-014-9279-x
Reichle R. H., Bias reduction in short records of satellite soil moisture, 10.1029/2004gl020938
Renner M., Seppelt R., Bernhofer C., Evaluation of water-energy balance frameworks to predict the sensitivity of streamflow to climate change, 10.5194/hess-16-1419-2012
REWALD BORIS, EPHRATH JHONATHAN E., RACHMILEVITCH SHIMON, A root is a root is a root? Water uptake rates of Citrus root orders : Water flux by root orders, 10.1111/j.1365-3040.2010.02223.x
Robinson D. A., Binley A., Crook N., Day-Lewis F. D., Ferré T. P. A., Grauch V. J. S., Knight R., Knoll M., Lakshmi V., Miller R., Nyquist J., Pellerin L., Singha K., Slater L., Advancing process-based watershed hydrological research using near-surface geophysics: a vision for, and review of, electrical and magnetic geophysical methods, 10.1002/hyp.6963
Rosenbaum U., Bogena H. R., Herbst M., Huisman J. A., Peterson T. J., Weuthen A., Western A. W., Vereecken H., Seasonal and event dynamics of spatial soil moisture patterns at the small catchment scale : DYNAMICS OF CATCHMENT-SCALE SOIL MOISTURE PATTERNS, 10.1029/2011wr011518
Rothfuss Youri, Biron Philippe, Braud Isabelle, Canale Laurent, Durand Jean-Louis, Gaudet Jean-Paul, Richard Patricia, Vauclin Michel, Bariac Thierry, Partitioning evapotranspiration fluxes into soil evaporation and plant transpiration using water stable isotopes under controlled conditions, 10.1002/hyp.7743
Rothfuss Youri, Braud Isabelle, Le Moine Nicolas, Biron Philippe, Durand Jean-Louis, Vauclin Michel, Bariac Thierry, Factors controlling the isotopic partitioning between soil evaporation and plant transpiration: Assessment using a multi-objective calibration of SiSPAT-Isotope under controlled conditions, 10.1016/j.jhydrol.2012.03.041
Rothfuss Youri, Vereecken Harry, Brüggemann Nicolas, Monitoring water stable isotopic composition in soils using gas-permeable tubing and infrared laser absorption spectroscopy : Monitoring Water Stable Isotopic Composition in Soils, 10.1002/wrcr.20311
Rudolph S., van der Kruk J., von Hebel C., Ali M., Herbst M., Montzka C., Pätzold S., Robinson D.A., Vereecken H., Weihermüller L., Linking satellite derived LAI patterns with subsoil heterogeneity using large-scale ground-based electromagnetic induction measurements, 10.1016/j.geoderma.2014.11.015
Schenk H. Jochen, Jackson Robert B., Mapping the global distribution of deep roots in relation to climate and soil characteristics, 10.1016/j.geoderma.2004.11.018
Schwinger Jörg, Kollet Stefan J., Hoppe Charlotte M., Elbern Hendrik, Sensitivity of Latent Heat Fluxes to Initial Values and Parameters of a Land-Surface Model, 10.2136/vzj2009.0190
Seyfried M. S., Schwinning S., Walvoord M. A., Pockman W. T., Newman B. D., Jackson R. B., Phillips F. M., ECOHYDROLOGICAL CONTROL OF DEEP DRAINAGE IN ARID AND SEMIARID REGIONS, 10.1890/03-0568
Sherlock Mark D., McDonnell Jeffrey J., A new tool for hillslope hydrologists: spatially distributed groundwater level and soilwater content measured using electromagnetic induction, 10.1002/hyp.1221
Shi Yuning, Davis Kenneth J., Zhang Fuqing, Duffy Christopher J., Yu Xuan, Parameter estimation of a physically based land surface hydrologic model using the ensemble Kalman filter: A synthetic experiment : PARAMETER ESTIMATION USING ENKF, 10.1002/2013wr014070
Shiklomanov, Water in Crisis: A Guide to the World's Fresh Water Resources (1993)
Smith James A., Baeck Mary Lynn, Morrison Julia E., Sturdevant-Rees Paula, Turner-Gillespie Daniel F., Bates Paul D., The Regional Hydrology of Extreme Floods in an Urbanizing Drainage Basin, 10.1175/1525-7541(2002)003<0267:trhoef>2.0.co;2
Stingaciu Laura, Schulz Hannes, Pohlmeier Andreas, Behnke Sven, Zilken Herwig, Javaux Mathieu, Vereecken Harry, In Situ Root System Architecture Extraction from Magnetic Resonance Imaging for Water Uptake Modeling, 10.2136/vzj2012.0019
Stockinger Michael Paul, Bogena Heye Reemt, Lücke Andreas, Diekkrüger Bernd, Weiler Markus, Vereecken Harry, Seasonal soil moisture patterns: Controlling transit time distributions in a forested headwater catchment, 10.1002/2013wr014815
Sutanto S. J., Wenninger J., Coenders-Gerrits A. M. J., Uhlenbrook S., Partitioning of evaporation into transpiration, soil evaporation and interception: a comparison between isotope measurements and a HYDRUS-1D model, 10.5194/hess-16-2605-2012
Tang G., Hwang T., Pradhanang S. M., Does consideration of water routing affect simulated water and carbon dynamics in terrestrial ecosystems?, 10.5194/hess-18-1423-2014
Teuling A. J., Seneviratne S. I., Williams C., Troch P. A., Observed timescales of evapotranspiration response to soil moisture, 10.1029/2006gl028178
Topp G. C., Davis J. L., Measurement of Soil Water Content using Time-domain Reflectrometry (TDR): A Field Evaluation1, 10.2136/sssaj1985.03615995004900010003x
Topp G. C., Davis J. L., Annan A. P., Electromagnetic determination of soil water content: Measurements in coaxial transmission lines, 10.1029/wr016i003p00574
Trenberth Kevin E., Asrar Ghassem R., Challenges and Opportunities in Water Cycle Research: WCRP Contributions, 10.1007/s10712-012-9214-y
Tromp-van Meerveld H.J., McDonnell J.J., On the interrelations between topography, soil depth, soil moisture, transpiration rates and species distribution at the hillslope scale, 10.1016/j.advwatres.2005.02.016
Tromp-van Meerveld H. J., McDonnell J. J., Threshold relations in subsurface stormflow: 2. The fill and spill hypothesis : THRESHOLD FLOW RELATIONS, 2, 10.1029/2004wr003800
van der Velde Ype, Vercauteren Nikki, Jaramillo Fernando, Dekker Stefan C., Destouni Georgia, Lyon Steve W., Exploring hydroclimatic change disparity via the Budyko framework : EXPLORING HYDROCLIMATIC CHANGE DISPARITY, 10.1002/hyp.9949
van Leeuwen Peter Jan, Particle Filtering in Geophysical Systems, 10.1175/2009mwr2835.1
van Leeuwen P. J., Nonlinear data assimilation in geosciences: an extremely efficient particle filter, 10.1002/qj.699
Vanderborght J., Vanclooster M., Mallants D., Diels J., Feyen J., Determining Convective Lognormal Solute Transport Parameters from Resident Concentration Data, 10.2136/sssaj1996.03615995006000050004x
Vereecken H., Huisman J. A., Bogena H., Vanderborght J., Vrugt J. A., Hopmans J. W., On the value of soil moisture measurements in vadose zone hydrology: A review : SOIL MOISTURE AND HYDROLOGY, 10.1029/2008wr006829
Vereecken H., Huisman J.A., Pachepsky Y., Montzka C., van der Kruk J., Bogena H., Weihermüller L., Herbst M., Martinez G., Vanderborght J., On the spatio-temporal dynamics of soil moisture at the field scale, 10.1016/j.jhydrol.2013.11.061
von Hebel Christian, Rudolph Sebastian, Mester Achim, Huisman Johan A., Kumbhar Pramod, Vereecken Harry, van der Kruk Jan, Three-dimensional imaging of subsurface structural patterns using quantitative large-scale multiconfiguration electromagnetic induction data, 10.1002/2013wr014864
Vrugt Jasper A., Robinson Bruce A., Treatment of uncertainty using ensemble methods: Comparison of sequential data assimilation and Bayesian model averaging : SEQUENTIAL DATA ASSIMILATION, 10.1029/2005wr004838
Vrugt J. A., van Wijk M. T., Hopmans J. W., Šimunek J., One-, two-, and three-dimensional root water uptake functions for transient modeling, 10.1029/2000wr000027
Vrugt Jasper A., Gupta Hoshin V., Bouten Willem, Sorooshian Soroosh, A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters : EFFICIENT METHOD FOR ESTIMATING PARAMETER UNCERTAINTY, 10.1029/2002wr001642
Wagener Thorsten, Sivapalan Murugesu, Troch Peter, Woods Ross, Catchment Classification and Hydrologic Similarity, 10.1111/j.1749-8198.2007.00039.x
Walker Jeffrey P., Willgoose Garry R., Kalma Jetse D., Three-dimensional soil moisture profile retrieval by assimilation of near-surface measurements: Simplified Kalman filter covariance forecasting and field application : THREE-DIMENSIONAL SOIL MOISTURE ASSIMILATION, 10.1029/2002wr001545
Wanders N., Bierkens M. F. P., de Jong S. M., de Roo A., Karssenberg D., The benefits of using remotely sensed soil moisture in parameter identification of large-scale hydrological models, 10.1002/2013wr014639
Wang Kaicun, Dickinson Robert E., A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability : GLOBAL TERRESTRIAL EVAPOTRANSPIRATION, 10.1029/2011rg000373
Weiler Markus, McDonnell J. J., Conceptualizing lateral preferential flow and flow networks and simulating the effects on gauged and ungauged hillslopes : LATERAL PREFERENTIAL FLOW NETWORKS, 10.1029/2006wr004867
Western Andrew W., Grayson Rodger B., Blöschl Günter, Willgoose Garry R., McMahon Thomas A., Observed spatial organization of soil moisture and its relation to terrain indices, 10.1029/1998wr900065
Wild M., From Dimming to Brightening: Decadal Changes in Solar Radiation at Earth's Surface, 10.1126/science.1103215
Williams Christopher A., Reichstein Markus, Buchmann Nina, Baldocchi Dennis, Beer Christian, Schwalm Christopher, Wohlfahrt Georg, Hasler Natalia, Bernhofer Christian, Foken Thomas, Papale Dario, Schymanski Stan, Schaefer Kevin, Climate and vegetation controls on the surface water balance: Synthesis of evapotranspiration measured across a global network of flux towers : CLIMATE AND VEGETATION CONTROLS ON SURFACE WATER BALANCE, 10.1029/2011wr011586
Woodforth A., Triantafilis J., Cupitt J., Malik R. S., Subasinghe R., Ahmed M. F., Huckel A. I., Geering H., Mapping estimated deep drainage in the lower Namoi Valley using a chloride mass balance model and EM34 data, 10.1190/geo2011-0373.1
Wu Che-Chuan, Margulis Steven A., Real-Time Soil Moisture and Salinity Profile Estimation Using Assimilation of Embedded Sensor Datastreams, 10.2136/vzj2011.0176
Xie Xianhong, Zhang Dongxiao, Data assimilation for distributed hydrological catchment modeling via ensemble Kalman filter, 10.1016/j.advwatres.2010.03.012
Yang Kun, Inverse analysis of the role of soil vertical heterogeneity in controlling surface soil state and energy partition, 10.1029/2004jd005500
Zacharias Steffen, Bogena Heye, Samaniego Luis, Mauder Matthias, Fuß Roland, Pütz Thomas, Frenzel Mark, Schwank Mike, Baessler Cornelia, Butterbach-Bahl Klaus, Bens Oliver, Borg Erik, Brauer Achim, Dietrich Peter, Hajnsek Irena, Helle Gerhard, Kiese Ralf, Kunstmann Harald, Klotz Stefan, Munch Jean Charles, Papen Hans, Priesack Eckart, Schmid Hans Peter, Steinbrecher Rainer, Rosenbaum Ulrike, Teutsch Georg, Vereecken Harry, A Network of Terrestrial Environmental Observatories in Germany, 10.2136/vzj2010.0139
Zarebanadkouki M., Kim Y.X., Moradi A.B., Vogel H.-J., Kaestner A., Carminati A., Quantification and Modeling of Local Root Water Uptake Using Neutron Radiography and Deuterated Water, 10.2136/vzj2011.0196
Zarebanadkouki Mohsen, Kim Yangmin X., Carminati Andrea, Where do roots take up water? Neutron radiography of water flow into the roots of transpiring plants growing in soil, 10.1111/nph.12330
Zreda Marek, Desilets Darin, Ferré T. P. A., Scott Russell L., Measuring soil moisture content non-invasively at intermediate spatial scale using cosmic-ray neutrons, 10.1029/2008gl035655
Zreda M., Shuttleworth W. J., Zeng X., Zweck C., Desilets D., Franz T., Rosolem R., COSMOS: the COsmic-ray Soil Moisture Observing System, 10.5194/hess-16-4079-2012
Couvreur V., Vanderborght J., Draye X., Javaux M., Dynamic aspects of soil water availability for isohydric plants: Focus on root hydraulic resistances, 10.1002/2014wr015608
Franssen H.J. Hendricks, Kinzelbach W., Ensemble Kalman filtering versus sequential self-calibration for inverse modelling of dynamic groundwater flow systems, 10.1016/j.jhydrol.2008.11.033
, J. Hydrometeorol., 130, 103-114 (2002)
Schirmer Mario, Leschik Sebastian, Musolff Andreas, Current research in urban hydrogeology – A review, 10.1016/j.advwatres.2012.06.015
Sivapalan Murugesu, Process complexity at hillslope scale, process simplicity at the watershed scale: is there a connection?, 10.1002/hyp.5109
, Hydrol. Earth Syst. Sci., 18, 4635-4655 (2014)
Bibliographic reference
Vereecken, Harry ; Huisman, Johan-Alexander ; Hendricks Franssen, Harrie-Jan ; Brüggemann, Nicolas ; Bogena, Heye R. ; et. al. Soil hydrology: Recent methodological advances, challenges, and perspectives. In: Water Resources Research, Vol. 51, no.4, p. 2616-2633 (2015)