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Comparison of a stand-alone surface renewal method to weighing lysimetry and eddy covariance for determining vineyard evapotranspiration and vine water stress

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Abstract

Surface renewal (SR) is a biometeorological technique that uses high-frequency air temperature measurements above a plant canopy to estimate sensible heat flux. The sensible heat flux is then used to estimate latent heat flux as the residual of a surface energy balance equation. SR previously relied on calibration against other methods (e.g., eddy covariance) to obtain accurate measurements of sensible heat flux, and this need for calibration limited the use of SR to research applications. Our group recently showed that compensating for the frequency response characteristics of SR thermocouples causes the calibration factor to converge near the theoretically predicted value of 0.5 (Shapland et al., Agric For Meteorol 189:36–47, 2014). This led to the development of an inexpensive, stand-alone SR system to measure sensible heat flux without the need for calibration, and here we evaluated the SR system in a mature vineyard containing a weighing lysimeter. Vineyard evapotranspiration (ET) measured with SR was strongly and positively correlated with that from the lysimeter, eddy covariance, and a soil water budget approach. ET measured with the various techniques responded similarly to changes in the microclimatic conditions (i.e., day to day variability) and when water was withheld from the entire vineyard for an extended period. A stress index, calculated using reference and actual ET from SR and lysimetry, was correlated to leaf water potential, stomatal conductance, and volumetric soil water content measurements, but some of these relationships were more variable than others. Our results suggest that the new SR method could potentially be used as a low-cost tool to provide growers with field-specific estimates of crop water use and stress for irrigation management in vineyards.

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References

  • Alfieri JG, Kustas WP, Prueger JH, Hipps LE, Evett SR, Basara JB, Neale CMU, French AN, Colaizzi P, Agam N, Cosh MH, Chavez JL, Howell TA (2012) On the discrepancy between eddy covariance and lysimetry-based surface flux measurements under strongly advective conditions. Adv Water Resour 50:62–78

    Google Scholar 

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56, vol 300. FAO, Rome

    Google Scholar 

  • Allen RG, Walter IA, Elliott RL, Howell TA, Itenfisu D, Jensen ME, Snyder RL (2005) The ASCE standardized reference evapotranspiration equation. Task committee on standardization of reference evapotranspiration American Society of Civil Engineers. Appendices A–F and Index, Reston VA, p 69

  • Allen RG, Pruitt WO, Wright JL, Howell TA, Ventura F, Snyder RL, Itenfisu D, Steduto P, Berengena J, Baselga Yrisarry J, Smith M, Pereira LS, Raes D, Perrier A, Alves I, Walter I, Elliott R (2006) A recommendation on standardized surface resistance for hourly calculation of reference ETo by the FAO56 Penman–Monteith method. Agric Water Manag 81:1–22

    Google Scholar 

  • Allen RG, Pereira LS, Howell TA, Jensen ME (2011) Evapotranspiration information reporting: I. Factors governing measurement accuracy. Agric Water Manag 98:899–920

    Google Scholar 

  • Blonquist JM, Allen RG, Bugbee B (2010) An evaluation of the net radiation sub-model in the ASCE standardized reference evapotranspiration equation: Implications for evapotranspiration prediction. Agric Water Manag 97:1026–1038

    Google Scholar 

  • Bryla DR, Trout TJ, Ayars JE (2010) Weighing lysimeters for developing crop coefficients and efficient irrigation practices for vegetable crops. HortScience 45(11):1597–1604

    Google Scholar 

  • Castellvı´ F, Snyder RL (2010a) A comparison between latent heat fluxes over grass using a weighing lysimeter and surface renewal analysis. J Hydrol 381:213–220

    Google Scholar 

  • Castellvı´ F, Snyder RL (2010b) A new procedure based on surface renewal analysis to estimate sensible heat flux: a case study over grapevines. J Hydrometeorol 11:496–498. https://doi.org/10.1175/2009JHM1151.1

    Article  Google Scholar 

  • Castellvı´ F, Consoli S, Papa R (2012) Sensible heat flux estimates using two different methods based on surface renewal analysis. A study case over an orange orchard in Sicily. Agric For Meteorol 152:58–64

    Google Scholar 

  • de Vries DA (1963) Thermal properties of soils. In: van Wijk WR (ed) Physics of plant environment. North-Holland Publishing Co, Amsterdam, pp 210–235

    Google Scholar 

  • Doorenbos J, Pruitt W (1977) Crop water requirements. FAO irrigation and drainage. Paper 24. Land and Water Development Division, FAO, Rome

    Google Scholar 

  • English M, Sayde C, Gitelman A, El Khoury L (2008) A feedback system to optimize crop water use estimates in irrigation scheduling, world environmental and water resources congress. ASCE, Reston, pp. 1–10

    Google Scholar 

  • Gallardo M, Snyder RL, Schulbach K, Jackson LE (1996) Crop growth and water use model for lettuce. J Irrig Drain Eng 122(6):354–359

    Google Scholar 

  • Gebler S, Hendricks Franssen H-J, Pütz T, Post H, Schmidt M, Vereecken H (2015) Actual evapotranspiration and precipitation measured by lysimeters: a comparison with eddy covariance and tipping bucket. Hydrol Earth Syst Sci 19:2145–2161

    Google Scholar 

  • Hanson B, Putnam D, Snyder RL (2007) Deficit irrigation of alfalfa as a strategy for providing water for non-agricultural uses. Agric Water Manag 93:73–80

    Google Scholar 

  • Jensen ME, Burman RD, Allen RG (1990) Evapotranspiration and irrigation water requirements. ASCE manuals and reports on engineering practices, No 70. American Society of Civil Engineers, New York

    Google Scholar 

  • Jones HG (2004) Irrigation scheduling: advantages and pitfalls of plant-based methods. J Exp Bot 55:2427–2436

    CAS  PubMed  Google Scholar 

  • Li S, Kang SZ, Li FS, Zhang L, Zhang BZ (2008) Vineyard evaporative fraction based on eddy covariance in a desert region of Northwest China. Agric Water Manag 95:937–948

    Google Scholar 

  • Linquist B, Snyder RL, Anderson F, Espino L, Inglese G, Marras S, Moratiel R, Mutters R, Nicolosi P, Rejmanek H, Russo A, Shapland TM, Song Z, Swelam A, Tindula G, Hill J (2015) Water balances and evapotranspiration in water- and dry-seeded rice systems. Irrig Sci. https://doi.org/10.1007/s00271-015-0474-4

    Article  Google Scholar 

  • López-Urrea R, Montoro A, Mañas F, López-Fuster P, Ferreres E (2012) Evapotranspiration and crop coefficients from lysimeter measurements of mature ‘Tempranillo’ wine grapes. Agric Water Manag 112:13–20

    Google Scholar 

  • McElrone AJ, Shapland TM, Calderon A, Paw U KT, Snyder RL (2013) Surface renewal: an advanced micrometeorological method for measuring and processing field-scale energy flux density data. J Vis Exp. https://doi.org/10.3791/50666

    Article  PubMed  PubMed Central  Google Scholar 

  • Paw U KT, Brunet Y (1991) A surface renewal measure of sensible heat flux density. Preprints, 20th Conference on Agricultural and Forest Meteorology, pp. 52–53

  • Paw U KT, Qiu J, Su HB, Watanabe T, Brunet Y (1995) Surface renewal analysis: a new method to obtain scalar fluxes without velocity data. Agric For Meteorol 74:119–137

    Google Scholar 

  • Perez-Priego O, El-Madany TS, Migliavaca M, Kowalski A, Jung M, Carrara A, Kolle O, Martín M, Pacheco-Labrador J, Moreno G, Reichstein M (2017) Evaluation of eddy covariance latent heat fluxes with independent lysimeter and sapflow estimates in a Mediterranean savannah ecosystem. Agric For Meteorol 236:87–99

    Google Scholar 

  • Picón-Toro J, González-Dugo V, Uriarte D, Mancha LA, Testi L (2012) Effects of canopy size and water stress over the crop coefficient of a “Tempranillo” vineyard in south-western Spain. Irrig Sci 30:419–432

    Google Scholar 

  • Rana G, Katerji N (2000) Measurement and estimation of actual evapotranspiration in the field under Mediterranean climate: a review. Eur J Agron 13:125–153

    Google Scholar 

  • Shapland TM, Snyder RL, Smart DR, Williams LE (2012a) Estimation of actual evapotranspiration in winegrape vineyards located on hillside terrain using surface renewal analysis. Irrig Sci 30:471–484

    Google Scholar 

  • Shapland TM, McElrone AJ, Snyder RL, Paw U KT (2012b) Structure function analysis of two-scale scalar ramps. Part I: theory and modelling. Bound Layer Meteorol 145:5–25

    Google Scholar 

  • Shapland TM, McElrone AJ, Snyder RL, Paw U KT (2012c) Structure function analysis of two-scale scalar ramps. Part II: ramp characteristics and surface renewal flux estimation. Bound Layer Meteorol 145:27–44

    Google Scholar 

  • Shapland TM, McElrone AJ, Paw U KT, Snyder RL (2013) A turnkey data logger program for field-scale energy flux density measurements using eddy covariance and surface renewal. Ital J Agrometeorol 1:1–9

    Google Scholar 

  • Shapland TM, Snyder RL, Paw U KT, McElrone AJ (2014) Thermocouple frequency response compensation leads to convergence of the surface renewal alpha calibration. Agric For Meteorol 189:36–47

    Google Scholar 

  • Snyder RL, Spano D, Paw U KT (1996) Surface renewal analysis for sensible and latent heat flux density. Bound Layer Meteorol 77:249–266

    Google Scholar 

  • Spano D, Snyder RL, Duce P, Paw U KT (1997) Surface renewal analysis for sensible heat flux density using structure functions. Agric For Meteorol 86:259–271

    Google Scholar 

  • Stoy PC, Mauder M, Foken T, Marcolla B, Boegh E, Ibrom A, Arain MA, Arneth A, Aurelai M, Bernhofer C, Cescatti A, Dellwik E, Duce P, Gianelle D, van Gorsel E, Kiely G, Knohl A, Margolis H, McCaughey H, Merbold L, Montagnanit L, Papale D, Reichstein M, Saunders M, Serrano-Ortiz P, Sottocornola M, Spano D, Vaccari F, Varlagin A (2013) A data-driven analysis of energy balance closure across FLUXNET research sites: The role of landscape scale heterogeneity. Agric For Meteorol 171–172:137–152

    Google Scholar 

  • Suvocarev K, Shapland TM, Snyder RL, Martinez-Cob A (2014) Surface renewal performance to independently estimate sensible and latent heat fluxes in heterogeneous crop surfaces. J Hydrol 509:83–93

    Google Scholar 

  • Williams LE (2014) Determination of evapotranspiration and crop coefficients for a Chardonnay vineyard located in a cool climate. Am J Enol Vitic 65:159–169

    Google Scholar 

  • Williams LE, Araujo FJ (2002) Correlations among predawn leaf, midday leaf, and midday stem water potential and their correlations with other measures of soil and plant water status in Vitis vinifera. J Am Soc Hortic Sci 127:448–454

    Google Scholar 

  • Williams LE, Ayars JE (2005) Grapevine water use and the crop coefficient are linear functions of the shaded area measured beneath the canopy. Agric For Meteorol 132:201–211

    Google Scholar 

  • Williams LE, Matthews MA (1990) Grapevine. In: Stewart BA, Nielsen DR (eds), Irrigation of agricultural crops—agronomy monograph No. 30. ASA-CSSA-SSA, Madison, pp. 1019–1059

    Google Scholar 

  • Williams LE, Phene CJ, Grimes DW, Trout TJ (2003a) Water use of young Thompson Seedless grapevines in California. Irrig Sci 22:1–9

    Google Scholar 

  • Williams LE, Phene CJ, Grimes DW, Trout TJ (2003b) Water use of mature Thompson Seedless grapevines in California. Irrig Sci 22:11–18

    Google Scholar 

  • Williams LE, Grimes DW, Phene CJ (2010) The effects of applied water at various fractions of measured evapotranspiration on water relations and vegetative growth of Thompson Seedless. Irrig Sci 28:221–232

    Google Scholar 

  • Williams L, Baeza P, Vaughn P (2012) Midday measurements of leaf water potential and stomatal conductance are highly correlated with daily water use of Thompson Seedless grapevines. Irrig Sci 30:201–212

    Google Scholar 

  • Wilson K, Goldstein A, Falgec E, Aubinet M, Baldocchi D, Berbigier P, Bernhofer C, Ceulemans R, Dolman H, Field C, Grelle A, Ibrom A, Lawl BE, Kowalski A, Meyers T, Moncrieff J, Monson R, Oechel W, Tenhunen J, Valentini R, Verma S (2002) Energy balance closure at FLUXNET sites. Agric For Meteorol 113:223–243

    Google Scholar 

  • Zeri M, Sá LDA, Nobre CA (2013) Estimating buoyancy heat flux using the surface renewal technique over four amazonian forest sites in Brazil. Boundary Layer Meteorology 149:179–196

    Google Scholar 

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Correspondence to Andrew J. McElrone.

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Parry, C.K., Shapland, T.M., Williams, L.E. et al. Comparison of a stand-alone surface renewal method to weighing lysimetry and eddy covariance for determining vineyard evapotranspiration and vine water stress. Irrig Sci 37, 737–749 (2019). https://doi.org/10.1007/s00271-019-00626-6

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