Measurement and modelling of Moringa transpiration for improved irrigation management

被引:0
|
作者
Ndayakunze, Ambroise [1 ,2 ]
Steyn, Joachim Martin [2 ]
Plooy, Christian Phillipus du [1 ]
Araya, Nadia Alcina [1 ,3 ]
机构
[1] Agr Res Council, Vegetable Ind & Med Plants, Pretoria, South Africa
[2] Univ Pretoria, Dept Plant & Soil Sci, Pretoria, South Africa
[3] Agr Res Council, Nat Resources & Engn, Pretoria, South Africa
关键词
Canopy conductance; EXO-Skin sensors; Plant-based water monitoring; Sap flow; Stem heat balance; SAP FLOW MEASUREMENTS; CANOPY CONDUCTANCE; EVAPOTRANSPIRATION; PATTERNS; SYSTEM; AREAS; TREES; CROP;
D O I
10.1016/j.agwat.2024.109127
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
A greater understanding of Moringa ( Moringa oleifera Lam.) transpiration (T) can assist in the development of accurate irrigation management tools. This study aimed at quantifying Moringa T by measuring and modelling the sap flow (SF) of intact stems using an improved heat balance technique. The study was conducted during two consecutive seasons (2021-2022 (Season 1) and 2022-2023 (Season 2)) at the Roodeplaat Experimental Farm of the Agricultural Research Council in South Africa. EXO-Skin sap flow sensors were used. Transpiration-related drivers such as weather and plant physiological parameters were measured simultaneously. The measured SF data in Seasons 1 and 2 were used to respectively parameterize and validate a canopy conductance T model. There was a positive correlation between the measured SF and its drivers, evidenced through coefficients of determination (R2) of 0.82, 0.99 and 0.92 for the relationships between SF and short-grass reference evapotranspiration (ETo), stem area and stomatal conductance, respectively. The measured and simulated SF varied from 0.82-1.29 and 0.71-1.19 mm tree-1 day- 1 (model parameterization), as well as from 0.77-3.54 and 1.10-3.10 mm tree- 1 day- 1 (model validation). Despite the slight discrepancies between measured and predicted SF values during model performance evaluation, an acceptable agreement was achieved through root mean square errors (RMSEs) of 0.32 and 0.37 mm day- 1 and model efficiencies (Efs) of 0.93 and 0.88, for model parameterization and validation, respectively. The current study showed that the canopy conductance T model has the potential to accurately predict Moringa T and contribute to optimizing irrigation water management.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Measurement and modelling of transpiration of a rain-fed citrus orchard under subhumid tropical conditions
    Oguntunde, Philip G.
    van de Giesen, Nick
    Savenije, Hubert H. G.
    AGRICULTURAL WATER MANAGEMENT, 2007, 87 (02) : 200 - 208
  • [32] Improved measurement and modelling of the fluidity of compression moulding compounds
    Schmachtenberg, E
    Skrodolies, K
    JOURNAL OF POLYMER ENGINEERING, 2006, 26 (2-4) : 259 - 274
  • [33] Integrating soil water monitoring technology and weather based crop modelling to provide improved decision support for sugarcane irrigation management
    Paraskevopoulos, A. L.
    Singels, A.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2014, 105 : 44 - 53
  • [34] Improved genetic algorithms approach in management of irrigation networks system
    Chen, YM
    Xiong, FL
    CRITICAL TECHNOLOGY: PROCEEDINGS OF THE THIRD WORLD CONGRESS ON EXPERT SYSTEMS, VOLS I AND II, 1996, : 442 - 447
  • [35] Visual soil water status indicator for improved irrigation management
    King, BA
    Wall, RW
    Taberna, JP
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2001, 32 (01) : 31 - 43
  • [36] Precision nitrogen fertigation and irrigation management for improved apple quality
    Swarts, N. D.
    Hardie, M.
    Close, D. C.
    XXIX INTERNATIONAL HORTICULTURAL CONGRESS ON HORTICULTURE: SUSTAINING LIVES, LIVELIHOODS AND LANDSCAPES: INTERNATIONAL SYMPOSIA ON THE PHYSIOLOGY OF PERENNIAL FRUIT CROPS AND PRODUCTION SYSTEMS AND MECHANISATION, PRECISION HORTICULTURE AND ROBOTICS, 2016, 1130 : 485 - 489
  • [37] Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm
    Ehteram, Mohammad
    Singh, Vijay P.
    Karami, Hojat
    Hosseini, Khosrow
    Dianatikhah, Mojgan
    Hossain, Md. Shabbir
    Fai, Chow Ming
    El-Shafie, Ahmed
    WATER, 2018, 10 (09)
  • [38] Determination of evaporation and transpiration in irrigation water management using the O-18 Stable Isotope technique
    El-shaer, Marwa Helmy
    Kassem, Mohamed Abdelwahab
    Hassan, Ahmed Mahrous
    Kottb, Ezzat Abdelmohsen
    EGYPTIAN JOURNAL OF CHEMISTRY, 2024, 67 (02): : 103 - 112
  • [39] MEASUREMENT OF EVAPORATION AND TRANSPIRATION WITH LYSIMETERS
    KLOCKE, NL
    HEERMANN, DF
    DUKE, HR
    TRANSACTIONS OF THE ASAE, 1985, 28 (01): : 183 - &
  • [40] Optimization of Irrigation Scheduling for Improved Irrigation Water Management in Bilate Watershed, Rift Valley, Ethiopia
    Wabela, Kedrala
    Hammani, Ali
    Abdelilah, Taky
    Tekleab, Sirak
    El-Ayachi, Moha
    WATER, 2022, 14 (23)