Modelling daily reference evapotranspiration in humid locations of South Korea using local and cross‐station data management scenarios
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DOI: 10.1002/joc.4911
Abstract: Modelling reference evapotranspiration (ET0) is a key issue in hydrology, water resources management and irrigation scheduling. This article aimed at evaluating gene expression programming (GEP) and support vector machine (SVM) techniques for modelling ET0 in… read more here.
Keywords: management; reference evapotranspiration; south korea; cross station ... See more keywords
GEP and MLR approaches for the prediction of reference evapotranspiration
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DOI: 10.1007/s00521-018-3410-8
Abstract: In this study, reference evapotranspiration (ETo) is modeled as one of the major items of hydrological applications from different combinations of climatic variables using two different techniques: gene expression programming (GEP) and multiple linear regression… read more here.
Keywords: reference; reference evapotranspiration; gep mlr; eto ... See more keywords
Spatial and temporal variability of reference evapotranspiration and influenced meteorological factors in the Jialing River Basin, China
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DOI: 10.1007/s00704-017-2062-4
Abstract: Reference evapotranspiration (ETr) is one of the important parameters in the hydrological cycle. The spatio-temporal variation of ETr and other meteorological parameters that influence ETr were investigated in the Jialing River Basin (JRB), China. The… read more here.
Keywords: river basin; etr; basin; reference evapotranspiration ... See more keywords
Generalized gene expression programming models for estimating reference evapotranspiration through cross-station assessment and exogenous data supply
Sign Up to like & getrecommendations! Published in 2020 at "Environmental Science and Pollution Research"
DOI: 10.1007/s11356-020-10916-8
Abstract: Adopting methodologies utilizing exogenous data from ancillary stations for determining crop water requirement is a suitable approach to exempt local shortcomings due to the lack of meteorological data/stations. Meanwhile, soft computing techniques might be suitable… read more here.
Keywords: cross station; gene expression; estimating reference; expression programming ... See more keywords
Reference evapotranspiration concentration and its relationship with precipitation concentration at southern and northern slopes of Tianshan Mountains, China
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DOI: 10.1007/s11629-018-5159-z
Abstract: The investigation of concentration characteristics of reference evapotranspiration (ETref) is important for water resources management. The concentration index (CI), concentration degree (CD) and concentration period (CP) are used to investigate the concentration characteristics of ETref… read more here.
Keywords: precipitation concentration; northern slopes; southern northern; precipitation ... See more keywords
Effects of ENSO and Climate Change on Reference Evapotranspiration in Southern Vietnam
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DOI: 10.1007/s13351-021-1006-1
Abstract: This study aims to evaluate the effects of climate change and El Niño-Southern Oscillation (ENSO) on reference evapotranspiration (ET o ) in the climate sub-regions of South Vietnam (SVN) and the role of the related… read more here.
Keywords: reference evapotranspiration; difference; climate change; increase ... See more keywords
Evaluation of FAO56-PM, empirical, semi-empirical and gene expression programming approaches for estimating daily reference evapotranspiration in hyper-arid regions of Iran
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DOI: 10.1016/j.agwat.2017.04.009
Abstract: Accurate estimation of the reference evapotranspiration (ETo) is needed in water resources planning and management, irrigation scheduling and efficient agricultural water management. The FAO56-PM combination model is usually applied as a benchmark model for calculating… read more here.
Keywords: hyper arid; eto models; eto; gene expression ... See more keywords
Evaluation of random forests and generalized regression neural networks for daily reference evapotranspiration modelling.
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DOI: 10.1016/j.agwat.2017.08.003
Abstract: Abstract Accurate estimation of reference evapotranspiration (ET 0 ) is of importance for regional water resource management. The present study proposed two artificial intelligence models, random forests (RF) and generalized regression neural networks (GRNN), for… read more here.
Keywords: regression neural; neural networks; random forests; generalized regression ... See more keywords
Using gene expression programming in monthly reference evapotranspiration modeling: A case study in Egypt
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DOI: 10.1016/j.agwat.2017.12.017
Abstract: The Penman-Monteith FAO-56 equation requires the complete climatic records for estimating reference evapotranspiration (ETo). The present study is aimed at developing and evaluating a gene expression programming (GEP) model for estimating mean monthly ETo by… read more here.
Keywords: expression programming; reference evapotranspiration; study; gene expression ... See more keywords
New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning
Sign Up to like & getrecommendations! Published in 2020 at "Agricultural Water Management"
DOI: 10.1016/j.agwat.2020.106113
Abstract: Abstract Computation of reference evapotranspiration (ETo) poses a challenge under limited meteorological data availability. However, even in this case, hourly data may be available since low-cost sensors can report hourly measurements. This study evaluates, for… read more here.
Keywords: eto; estimate daily; daily eto; reference evapotranspiration ... See more keywords
Scale dependent prediction of reference evapotranspiration based on Multi-Variate Empirical mode decomposition
Sign Up to like & getrecommendations! Published in 2018 at "Ain Shams Engineering Journal"
DOI: 10.1016/j.asej.2016.10.014
Abstract: This study proposes a novel method for estimation of reference evapotranspiration (ETo) by accounting the time scale of variability using the Multivariate Empirical Mode Decomposition (MEMD). First the ETo and the four predictor variables such… read more here.
Keywords: empirical mode; reference evapotranspiration; mode; mode decomposition ... See more keywords