Bayesian analysis of jujube canopy transpiration models: Does embedding the key environmental factor in Jarvis canopy resistance sub-model always associate with improving transpiration modeling?

Ahmadi, 2009, A quantitative approach to developing more mechanistic gas exchange models for field grown potato, a new insight into chemical and hydraulic, Agric. For. Meteorol., 149, 1541, 10.1016/j.agrformet.2009.04.009 Allen, 1998 Bayes, 1763, An essay towards solving a problem in the doctrine of chances. By the late Rev. Mr. Bayes, FRS communicated by Mr. Price, in a letter to john canton, AMFRS, Philosophical Transactions, 53, 370 Bernier, 2006, Drought constraints on transpiration and canopy conductance in mature aspen and jack pine stands, Agric. For. Meteorol., 140, 64, 10.1016/j.agrformet.2006.03.019 Beven, 1992, The future of distributed models: model calibration and uncertainty prediction, Hydrol. Process., 6, 279, 10.1002/hyp.3360060305 Borsuk, 2001, A Bayesian hierarchical model to predict benthic oxygen demand from organic matter loading in estuaries and coastal zones, Ecol. Modell., 143, 165, 10.1016/S0304-3800(01)00328-3 Burnham, 2002 Caemmerer, 2015, Temperature responses of mesophyll conductance differ greatly between species, Plant, Cell Environ., 38, 629, 10.1111/pce.12449 Cao, 2010, Questionable value of planting thirsty trees in dry regions, Nature, 465, 31, 10.1038/465031d Chen, 2014, Response of relative sap flow to meteorological factors under different soil moisture conditions in rainfed jujube (Ziziphus jujuba Mill.) plantations in semiarid Northwest China, Agric. Water Manag., 136, 23, 10.1016/j.agwat.2014.01.001 Chen, 2015, Using Bayesian analysis to compare the performance of three evapotranspiration models for rainfed jujube (Ziziphus jujuba Mill.) plantations in the Loess Plateau, Agric. Water Manag., 159, 341, 10.1016/j.agwat.2015.06.004 Chen, 2016, Effects of branch removal on water use of rain-fed jujube (Ziziphusjujuba Mill.) plantations in Chinese semiarid Loess Plateau region, Agric. Water Manag., 178, 258, 10.1016/j.agwat.2016.10.010 Clark, 2006, A future for models and data in environmental science, Trends Ecol. Evol., 21, 375, 10.1016/j.tree.2006.03.016 Dekker, 2001, On the information content of forest transpiration measurements for identifying canopy conductance model parameters, Hydrol. Process., 15, 2821, 10.1002/hyp.270 Ding, 2015, Modeling crop water use in an irrigated maize cropland using a biophysical process-based model, J. Hydrol., 529, 276, 10.1016/j.jhydrol.2015.07.004 Ewers, 2013, Understanding stomatal conductance responses to long-term environmental changes, a Bayesian framework that combines patterns and processes, Tree Physiol., 33, 119, 10.1093/treephys/tpt008 Gaganis, 2001, A Bayesian approach to the quantification of the effect of model error on the predictions of groundwater models, Water Resour. Res., 37, 2309, 10.1029/2000WR000001 Gelman, 1992, Inference from iterative simulation using multiple sequence, Stat. Sci., 7, 457, 10.1214/ss/1177011136 Granier, 1985, A new method of sap flow measurement in tree stems, Annales Des. Sci. Forestieres, 42, 193, 10.1051/forest:19850204 Granier, 1987, Evaluation of transpiration in a Douglas-fir stand by means of sap flow measurements, Tree Physiol., 3, 309, 10.1093/treephys/3.4.309 Granier, 1996, Transpiration of natural rainforest and its dependence on climatic factors, Agric. For. Meteorol., 78, 19, 10.1016/0168-1923(95)02252-X Harris, 2004, Effect of soil moisture on canopy conductance of Amazonian rainforest, Agric. For. Meteorol., 122, 215, 10.1016/j.agrformet.2003.09.006 Hill, 1974, Bayesian inference in statistical analysis, Technometrics, 16, 478, 10.1080/00401706.1974.10489222 Hu, 2009, Partitioning of evapotranspiration and its controls in four grassland ecosystems, application of a two-source model, Agric. For. Meteorol., 149, 1410, 10.1016/j.agrformet.2009.03.014 Irvine, 1998, The response of Pinus sylvestris to drought: stomatal control of transpiration and hydraulic conductance, Tree Physiol., 18, 393, 10.1093/treephys/18.6.393 Jarvis, 1976, The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field, Philos. Trans. R. Soc. London, 273, 593 Kass, 1998, Markov Chain Monte Carlo in Practic: a roundtable discussion, Am. Stat., 52, 93 Kato, 2004, Estimation of evapotranspiration, transpiration ratio and water-use efficiency from a sparse canopy using a compartment model, Agric. Water Manag., 65, 173, 10.1016/j.agwat.2003.10.001 Komatsu, 2012, Canopy conductance for a Moso bamboo (Phyllostachys pubescens) forest in western Japan, Agric. For. Meteorol., 156, 111, 10.1016/j.agrformet.2012.01.004 Lehuger, 2009, Bayesian calibration of the nitrous oxide emission module of an agro-ecosystem model, Agric. Ecosyst. Environ., 133, 208, 10.1016/j.agee.2009.04.022 Li, 2010, An improved canopy transpiration model and parameter uncertainty analysis by Bayesian approach, Math. Comput. Modell., 51, 1368, 10.1016/j.mcm.2009.10.027 Li, 2013, Quantifying the combined effects of climatic, crop and soil factors on surface resistance in a maize field, J. Hydrol., 489, 124, 10.1016/j.jhydrol.2013.03.002 Li, 2017, Soil water content and root patterns in a rain-fed jujube plantation across stand ages on the Loess Plateau of China, Land Degrad. Dev., 28, 207, 10.1002/ldr.2540 Li, 2018, Effects of water collection and mulching combinations on water infiltration and consumption in a semiarid rainfed orchard, J. Hydrol., 558, 432, 10.1016/j.jhydrol.2018.01.052 Lin, 2015, Optimal stomatal behaviour around the world, Nat. Clim. Chang., 5, 459, 10.1038/nclimate2550 Liu, 2012, Trunk sap flow characteristics during two growth stages of apple tree and its relationships with affecting factors in an arid region of northwest China, Agric. Water Manag., 104, 193, 10.1016/j.agwat.2011.12.014 Liu, 2013, Measured and estimated evapotranspiration of jujube (Ziziphus jujuba) forests in the Loess Plateau, Int. J. Agric. Biol., 15, 811 Ma, 2013, Effects of drip irrigation on deep root distribution, rooting depth, and soil water profile of jujube in a semiarid region, Plant Soil, 373, 995, 10.1007/s11104-013-1880-0 Mackay, 2012, Bayesian analysis of canopy transpiration models: a test of posterior parameter means against measurements, J. Hydrol., 432, 75, 10.1016/j.jhydrol.2012.02.019 Medlyn, 2002, Temperature response of parameters of a biochemically based model of photosynthesis. I. Seasonal changes in mature maritime pine (Pinus pinaster Ait.), aPlnt, Cell and Environ., 25, 1155, 10.1046/j.1365-3040.2002.00890.x Medlyn, 2011, Reconciling the optimal and empirical approaches to modelling stomatal conductance, Glob. Chang. Biol., 17, 2134, 10.1111/j.1365-2486.2010.02375.x Monteith, 1965, Evaporation and environment, Symp. Soc. Exp. Biol., 19, 205 Norman, 1998 O’Brien, 2010, Whole tree xylem sap flow responses to multiple environmental variables in a wet tropical forest, Plant Cell Environ., 27, 551, 10.1111/j.1365-3040.2003.01160.x Ortega-Farias, 2010, Parameterization of a two-layer model for estimating vineyard evapotranspiration using meteorological measurements, Agric. For. Meteorol., 150, 276, 10.1016/j.agrformet.2009.11.012 Patrick, 2009, Physiological responses of two contrasting desert plant species to precipitation variability are differentially regulated by soil moisture and nitrogen dynamics, Glob. Chang. Biol., 15, 1214, 10.1111/j.1365-2486.2008.01750.x Paudel, 2015, Simulating nectarine tree transpiration and dynamic water storage from responses of leaf conductance to light and sap flow to stem water potential and vapor pressure deficit, Tree Physiol., 35, 425, 10.1093/treephys/tpu113 Perrier, 1975, Etude physique de l’évapotranspiration dans les conditions naturelles. I. Evaporation et bilan d’énergie des surfaces naturelles, Annales Agronomiques, 26, 1 Poyatos, 2007, Modelling evapotranspiration in a Scots pine stand under Mediterranean mountain climate using the GLUE methodology, Agric. For. Meteorol., 146, 13, 10.1016/j.agrformet.2007.05.003 Qiu, 1999, Experimental verification of a mechanistic model to partition evapotranspiration into soil water and plant evaporation, Agric. For. Meteorol., 93, 79, 10.1016/S0168-1923(98)00115-4 Qu, 2007, Xylem sap flows of irrigated Tamarix elongata Ledeb and the influence of environmental factors in the desert region of Northwest China, Hydrol. Process., 21, 1363, 10.1002/hyp.6314 Rana, 1997, A model for predicting actual evapotranspiration under soil water stress in a Mediterranean region, Theor. Appl. Climatol., 56, 45, 10.1007/BF00863782 Sage, 2007, The temperature response of C3 and C4 photosynthesis, Plant, Cell Environ., 30, 1086, 10.1111/j.1365-3040.2007.01682.x Samanta, 2007, Bayesian analysis for uncertainty estimation of a canopy transpiration model, Water Resour. Res., 43, 1 Samanta, 2008, Quantitative comparison of canopy conductance models using a Bayesian approach, Water Resour. Res., 44, 303, 10.1029/2007WR006761 Sperry, 1992, Xylem embolism in response to freeze-thaw cycles and water-stress in ring-porous, diffuse-porous, and conifer species, Plant Physiol., 100, 605, 10.1104/pp.100.2.605 Svensson, 2008, Bayesian calibration of a model describing carbon, water and heat fluxes for a Swedish boreal forest stand, Ecol. Modell., 213, 331, 10.1016/j.ecolmodel.2008.01.001 Tourula, 1998, Modelling evapotranspiration from a barley field over the growing season, Agric. For. Meteorol., 91, 237, 10.1016/S0168-1923(98)00065-3 Uddling, 2005, Measuring and modelling stomatal conductance and photosynthesis in mature birch in Sweden, Agric. For. Meteorol., 132, 115, 10.1016/j.agrformet.2005.07.004 Van Oijen, 2005, Bayesian calibration of process-based forest models, bridging the gap between models and data, Tree Physiol., 25, 915, 10.1093/treephys/25.7.915 Wang, 2001, Parameter estimation in surface exchange models using nonlinear inversion, how many parameters can we estimate and which measurements are most useful?, Glob. Chang. Biol., 7, 495, 10.1046/j.1365-2486.2001.00434.x Weiss, 2004, Review of methods for in situ leaf area index (LAI) determination, Part II. Estimation of LAI, errors and sampling, Agric. For. Meteorol., 121, 37, 10.1016/j.agrformet.2003.08.001 Wilson, 2000, Spatial and seasonal variability of photosynthetic parameters and their relationship to leaf nitrogen in a deciduous forest, Tree Physiol., 20, 565, 10.1093/treephys/20.9.565 Xu, 2003, Seasonal trends in photosynthetic parameters and stomatal conductance of blue oak (Quercus douglasii) under prolonged summer drought and high temperature, Tree Physiol., 23, 865, 10.1093/treephys/23.13.865 Zhang, 2008, Comparison of three evapotranspiration models to Bowen ratio-energy balance method for a vineyard in an arid desert region of northwest China, Agric. For. Meteorol., 148, 1629, 10.1016/j.agrformet.2008.05.016 Zhu, 2011, Seasonal fluctuations and temperature dependence in photosynthetic parameters and stomatal conductance at the leaf scale of Populus euphratica Oliv, Tree Physiol., 31, 178, 10.1093/treephys/tpr005 Zhu, 2013, Estimating actual evapotranspiration from an alpine grassland on Qinghai-Tibetan plateau using a two-source model and parameter uncertainty analysis by Bayesian approach, J. Hydrol., 476, 42, 10.1016/j.jhydrol.2012.10.006