2016
DOI: 10.1061/(asce)ir.1943-4774.0000958
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Analysis of Geometrical Relationships and Friction Losses in Small-Diameter Lay-Flat Polyethylene Pipes

Abstract: 19The use of lay-flat polyethylene pipes for microirrigation of horticultural crops has been 20 receiving a widespread attention in the last few decades. The industry has made significant 21 improvements in the hydraulic performance of lay-flat pipes, so that their use is still expected to 22 increase, mainly because of the enhanced competition for water worldwide, that imposes the use of 23 irrigation systems with potentially high application efficiencies and characterized by a limited 24 installation costs. … Show more

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Cited by 24 publications
(29 citation statements)
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“…Models were assessed by the root mean square error (RMSE) and by graphical error analysis. The RMSE is a common index to measure the accuracy of models that quantify differences between observed and estimated values (Duran-Ros et al, 2010;Provenzano et al, 2016). The graphical error analysis is also useful to quantify prediction errors while evaluating the accuracy of models because it provides prediction errors associated with their frequency of occurrence (Vilaça et al, 2017).…”
Section: Methodsmentioning
confidence: 99%
“…Models were assessed by the root mean square error (RMSE) and by graphical error analysis. The RMSE is a common index to measure the accuracy of models that quantify differences between observed and estimated values (Duran-Ros et al, 2010;Provenzano et al, 2016). The graphical error analysis is also useful to quantify prediction errors while evaluating the accuracy of models because it provides prediction errors associated with their frequency of occurrence (Vilaça et al, 2017).…”
Section: Methodsmentioning
confidence: 99%
“…The MSE was used during the training stage by the earlystopping algorithm. The RMSE is a common index to measure the accuracy of models (Duran-Ros et al 2010;Provenzano et al 2016) that quantifies differences between estimated and observed values and also makes it possible to compare the performances of models. Graphical error analysis also was performed to evaluate the accuracy of the predictions, and it was a useful tool to quantify prediction errors associated with the frequency of occurrence (Sobenko et al 2018;Vilaça et al 2017).…”
Section: Fitting and Assessment Of Modelsmentioning
confidence: 99%
“…In order to increase WUE it is necessary, on the one hand, to dispose of well-designed water distribution systems allowing to achieve high distribution uniformity [12][13][14] and, on the other, to adopt irrigation water saving strategies, like regulated deficit irrigation (RDI) or partial root drying (PRD). Application of such strategies requires the precise control of irrigation timing and applied water depth, which can be done by monitoring indicators of soil and plant water status.…”
Section: Introductionmentioning
confidence: 99%