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Integrating Load-Cell Lysimetry and Machine Learning for Prediction of Daily Plant Transpiration. [PDF]
Plant Cell EnvironABSTRACT We conducted research to predict daily transpiration in crops by utilising a combination of machine learning (ML) models combined with extensive transpiration data from gravimetric load cells and ambient sensors. Our aim was to improve the accuracy of transpiration estimates.
Friedman S +3 more
europepmc +2 more sources
Agriculture, 2023 Accurate prediction of orchard evapotranspiration (ET) can optimize orchard water management. Based on the jujube (Zizyphus jujuba), ET was continuously measured from 2016 to 2019 using a large weighing lysimeter; the actual jujube ET was compared with ...
Pengrui Ai, Yingjie Ma, Ying Hai
semanticscholar +1 more source
Evapotranspiration of a Hungarian rice variety, ‘SZV Tünde’ in large weighing lysimeter
Columella : Journal of Agricultural and Environmental Sciences, 2022 Aerobic rice production is an alternative growing method to reduce water consumption of rice and thus increase the water productivity of the system without a significant reduction of yield and quality. Evapotranspiration (ETc) of a Hungarian rice variety,
M. Jancsó +6 more
semanticscholar +1 more source
Smart Agricultural Technology, 2023 According to the literature, hydraulic and mechanical weighing lysimeters, which use electronic load cells, are considered the most accurate equipment to directly determine reference evapotranspiration (ETo) and crop evapotranspiration (ETc).
Alcides Arruda, Junior +1 more
doaj +1 more source
Kerman weighing electronic lysimeter error analysis [PDF]
WIT Transactions on Ecology and the Environment, 96, 2006 Lysimeter is an important instrument to measure evapotranspiration in the field of irrigation management. The error analysis and calibration of the system is very critical for quality control of collected data. The error sources are many and different.
B. Bakhtiari +3 more
openaire +1 more source
Sustainability, 2021 Water use efficiency is essential in semiarid regions of Spain, and it can be achieved through a precise knowledge of the real crop water requirements (CWR).
Laura Ávila-Dávila +6 more
semanticscholar +1 more source
Sustainability, 2021 The progress made in developing information and communication technologies (ICTs) and the fact that water resources are becoming increasingly scarce make precision agriculture a very valuable tool for efficient and sustainable crop management ...
Manuel Soler-Méndez +5 more
semanticscholar +1 more source
An expression for land surface water storage monitoring using a two-formation geological weighing lysimeter [PDF]
, 2007 Field studies have demonstrated that ground surface rainfall accumulation can be detected at depth by synchronous increases in static confined groundwater pore pressures.
Bardsley, W. Earl, Campbell, David I.
core +2 more sources
A rainfall loading response recorded at 300 meters depth: implications for geological weighing lysimeters [PDF]
, 2006 Static pore water pressures in confined aquifers vary in response to ground surface loading changes, including precipitation and evaporation. Under certain hydrogeological conditions such aquifers can function as giant natural weighing lysimeters ...
Bardsley, W. Earl +2 more
core +2 more sources
Determination of Feedyard Evaporation Using Weighing Lysimeters [PDF]
2004, Ottawa, Canada August 1 - 4, 2004, 2004 Six shallow, weighing lysimeters were installed near Etter, TX, to measure quasi-instantaneous evaporation rates from simulated feedyard surfaces. The data revealed a pronounced and consistent hygroscopic period during which the manure appears to have absorbed water from the atmosphere.
null Gary Marek +3 more
openaire +1 more source