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Automatic irrigation system based on dual crop coefficient, soil and plant water status for Vitis vinifera (cv Godello and cv Mencía)

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  • Cancela, J.J.
  • Fandiño, M.
  • Rey, B.J.
  • Martínez, E.M.

Abstract

This research aims at testing an automatic control irrigation system, using a wireless sensor network, in traditional Galician vineyards of Vitis vinifera (L.) cv. ‘Godello’ and cv. ‘Mencía’ to determine the threshold values of soil water potential at which plant stress begins, calibrating crop coefficients, building soil–water characteristics curves and measuring plant water status. In the cv. ‘Godello’ trial, rain-fed and two irrigations systems (surface and subsurface drip irrigation) were conducted over two growing seasons (2012–2013); during the same seasons cv ‘Mencía’ was also studied, but only under rain-fed conditions. The SIMDualKc model, which estimates soil water balance by means of the dual Kc approach, was used to estimate crop evapotranspiration (ETc) by calibrating the full basal crop coefficient for the vine and cover crop (Kcb full), which represents the transpiration component of ETc, and a soil evaporation coefficient (Ke). The model was calibrated and validated by comparing model simulations with TDR observed soil water content data. Granular matrix sensor (GMS) was linked in a wireless sensor network; soil water potential measured with GMS, was used to correlate with TDR data. Leaf water potentials (LWP) – midday and stem – allowed us to obtain plant water status. A good fit was obtained between SIMDualKc model and TDR (r2>0.74), TDR and LWP (r2>0.65), TDR and GMS (r2>0.81), showing that continuous measures with GMS permit establishing a threshold value related with leaf water potential (midday or stem). For both cultivars, the threshold was Ψsoil=−0.1MPa. The process applied in this study proved to be useful for managing water in real-time in a vineyard; triggering the irrigation system when the threshold value was reached.

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  • Cancela, J.J. & Fandiño, M. & Rey, B.J. & Martínez, E.M., 2015. "Automatic irrigation system based on dual crop coefficient, soil and plant water status for Vitis vinifera (cv Godello and cv Mencía)," Agricultural Water Management, Elsevier, vol. 151(C), pages 52-63.
    • Handle: RePEc:eee:agiwat:v:151:y:2015:i:c:p:52-63
    DOI: 10.1016/j.agwat.2014.10.020
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    1. Pereira, Luis S., 1999. "Higher performance through combined improvements in irrigation methods and scheduling: a discussion," Agricultural Water Management, Elsevier, vol. 40(2-3), pages 153-169, May.
    2. Santesteban, L.G. & Miranda, C. & Royo, J.B., 2011. "Regulated deficit irrigation effects on growth, yield, grape quality and individual anthocyanin composition in Vitis vinifera L. cv. 'Tempranillo'," Agricultural Water Management, Elsevier, vol. 98(7), pages 1171-1179, May.
    3. Zhang, Yanqun & Kang, Shaozhong & Ward, Eric J. & Ding, Risheng & Zhang, Xin & Zheng, Rui, 2011. "Evapotranspiration components determined by sap flow and microlysimetry techniques of a vineyard in northwest China: Dynamics and influential factors," Agricultural Water Management, Elsevier, vol. 98(8), pages 1207-1214, May.
    4. Acevedo-Opazo, C. & Ortega-Farias, S. & Fuentes, S., 2010. "Effects of grapevine (Vitis vinifera L.) water status on water consumption, vegetative growth and grape quality: An irrigation scheduling application to achieve regulated deficit irrigation," Agricultural Water Management, Elsevier, vol. 97(7), pages 956-964, July.
    5. Paredes, P. & Rodrigues, G.C. & Alves, I. & Pereira, L.S., 2014. "Partitioning evapotranspiration, yield prediction and economic returns of maize under various irrigation management strategies," Agricultural Water Management, Elsevier, vol. 135(C), pages 27-39.
    6. Celette, Florian & Ripoche, Aude & Gary, Christian, 2010. "WaLIS--A simple model to simulate water partitioning in a crop association: The example of an intercropped vineyard," Agricultural Water Management, Elsevier, vol. 97(11), pages 1749-1759, November.
    7. Popova, Zornitsa & Pereira, Luis S., 2011. "Modelling for maize irrigation scheduling using long term experimental data from Plovdiv region, Bulgaria," Agricultural Water Management, Elsevier, vol. 98(4), pages 675-683, February.
    8. Zhang, Baozhong & Kang, Shaozhong & Li, Fusheng & Tong, Ling & Du, Taisheng, 2010. "Variation in vineyard evapotranspiration in an arid region of northwest China," Agricultural Water Management, Elsevier, vol. 97(11), pages 1898-1904, November.
    9. Liu, Y. & Pereira, L.S. & Fernando, R.M., 2006. "Fluxes through the bottom boundary of the root zone in silty soils: Parametric approaches to estimate groundwater contribution and percolation," Agricultural Water Management, Elsevier, vol. 84(1-2), pages 27-40, July.
    10. Azevedo, Pedro Vieira de & Soares, Jose Monteiro & Silva, Vicente de Paulo Rodrigues da & Silva, Bernardo Barbosa da & Nascimento, Tarcizio, 2008. "Evapotranspiration of "Superior" grapevines under intermittent irrigation," Agricultural Water Management, Elsevier, vol. 95(3), pages 301-308, March.
    11. Zhao, Nana & Liu, Yu & Cai, Jiabing & Paredes, Paula & Rosa, Ricardo D. & Pereira, Luis S., 2013. "Dual crop coefficient modelling applied to the winter wheat–summer maize crop sequence in North China Plain: Basal crop coefficients and soil evaporation component," Agricultural Water Management, Elsevier, vol. 117(C), pages 93-105.
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    1. Pisciotta, Antonino & Di Lorenzo, Rosario & Santalucia, Gioacchino & Barbagallo, Maria Gabriella, 2018. "Response of grapevine (Cabernet Sauvignon cv) to above ground and subsurface drip irrigation under arid conditions," Agricultural Water Management, Elsevier, vol. 197(C), pages 122-131.
    2. Vinod Phogat & Tim Pitt & Paul Petrie & Jirka Šimůnek & Michael Cutting, 2023. "Optimization of Irrigation of Wine Grapes with Brackish Water for Managing Soil Salinization," Land, MDPI, vol. 12(10), pages 1-29, October.
    3. Phogat, V. & Skewes, M.A. & McCarthy, M.G. & Cox, J.W. & Šimůnek, J. & Petrie, P.R., 2017. "Evaluation of crop coefficients, water productivity, and water balance components for wine grapes irrigated at different deficit levels by a sub-surface drip," Agricultural Water Management, Elsevier, vol. 180(PA), pages 22-34.
    4. Cancela, Javier José & Trigo-Córdoba, Emiliano & Martínez, Emma María & Rey, Benjamín Jesús & Bouzas-Cid, Yolanda & Fandiño, María & Mirás-Avalos, José Manuel, 2016. "Effects of climate variability on irrigation scheduling in white varieties of Vitis vinifera (L.) of NW Spain," Agricultural Water Management, Elsevier, vol. 170(C), pages 99-109.
    5. Rosa, R.D. & Ramos, T.B. & Pereira, L.S., 2016. "The dual Kc approach to assess maize and sweet sorghum transpiration and soil evaporation under saline conditions: Application of the SIMDualKc model," Agricultural Water Management, Elsevier, vol. 177(C), pages 77-94.
    6. Williams, Larry E. & Levin, Alexander D. & Fidelibus, Matthew W., 2022. "Crop coefficients (Kc) developed from canopy shaded area in California vineyards," Agricultural Water Management, Elsevier, vol. 271(C).
    7. Trigo-Córdoba, Emiliano & Bouzas-Cid, Yolanda & Orriols-Fernández, Ignacio & Mirás-Avalos, José Manuel, 2015. "Effects of deficit irrigation on the performance of grapevine (Vitis vinifera L.) cv. ‘Godello’ and ‘Treixadura’ in Ribeiro, NW Spain," Agricultural Water Management, Elsevier, vol. 161(C), pages 20-30.
    8. Pereira, L.S. & Paredes, P. & Melton, F. & Johnson, L. & Wang, T. & López-Urrea, R. & Cancela, J.J. & Allen, R.G., 2020. "Prediction of crop coefficients from fraction of ground cover and height. Background and validation using ground and remote sensing data," Agricultural Water Management, Elsevier, vol. 241(C).
    9. Phogat, V. & Šimůnek, J. & Skewes, M.A. & Cox, J.W. & McCarthy, M.G., 2016. "Improving the estimation of evaporation by the FAO-56 dual crop coefficient approach under subsurface drip irrigation," Agricultural Water Management, Elsevier, vol. 178(C), pages 189-200.
    10. Ramos, Tiago B. & Darouich, Hanaa & Oliveira, Ana R. & Farzamian, Mohammad & Monteiro, Tomás & Castanheira, Nádia & Paz, Ana & Gonçalves, Maria C. & Pereira, Luís S., 2023. "Water use and soil water balance of Mediterranean tree crops assessed with the SIMDualKc model in orchards of southern Portugal," Agricultural Water Management, Elsevier, vol. 279(C).
    11. M. Safdar Munir & Imran Sarwar Bajwa & M. Asif Naeem & Bushra Ramzan, 2018. "Design and Implementation of an IoT System for Smart Energy Consumption and Smart Irrigation in Tunnel Farming," Energies, MDPI, vol. 11(12), pages 1-18, December.
    12. Rallo, G. & Paço, T.A. & Paredes, P. & Puig-Sirera, À. & Massai, R. & Provenzano, G. & Pereira, L.S., 2021. "Updated single and dual crop coefficients for tree and vine fruit crops," Agricultural Water Management, Elsevier, vol. 250(C).
    13. Zhao, Peng & Kang, Shaozhong & Li, Sien & Ding, Risheng & Tong, Ling & Du, Taisheng, 2018. "Seasonal variations in vineyard ET partitioning and dual crop coefficients correlate with canopy development and surface soil moisture," Agricultural Water Management, Elsevier, vol. 197(C), pages 19-33.
    14. Pereira, L.S. & Paredes, P. & Melton, F. & Johnson, L. & Mota, M. & Wang, T., 2021. "Prediction of crop coefficients from fraction of ground cover and height: Practical application to vegetable, field and fruit crops with focus on parameterization," Agricultural Water Management, Elsevier, vol. 252(C).
    15. Vasilenko, Alexandr & Ulman, Miloš, 2015. "Concept of Horticulture Ambient Intelligence System," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 7(4), pages 1-8, December.
    16. Pereira, L.S. & Paredes, P. & Jovanovic, N., 2020. "Soil water balance models for determining crop water and irrigation requirements and irrigation scheduling focusing on the FAO56 method and the dual Kc approach," Agricultural Water Management, Elsevier, vol. 241(C).
    17. Liao, Renkuan & Zhang, Shirui & Zhang, Xin & Wang, Mingfei & Wu, Huarui & Zhangzhong, Lili, 2021. "Development of smart irrigation systems based on real-time soil moisture data in a greenhouse: Proof of concept," Agricultural Water Management, Elsevier, vol. 245(C).
    18. Cancela, J.J. & Fandiño, M. & Rey, B.J. & Dafonte, J. & González, X.P., 2017. "Discrimination of irrigation water management effects in pergola trellis system vineyards using a vegetation and soil index," Agricultural Water Management, Elsevier, vol. 183(C), pages 70-77.

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