Reference Evapotranspiration Modeling Using New Heuristic Methods [PDF]
Entropy, 2020 The study investigates the potential of two new machine learning methods, least-square support vector regression with a gravitational search algorithm (LSSVR-GSA) and the dynamic evolving neural-fuzzy inference system (DENFIS), for modeling reference ...
Rana Muhammad Adnan +6 more
doaj +5 more sources
Evapotranspiration: Potential or Reference?
EDIS, 2003 The objective of this article is to define two commonly used evapotranspiration (ET) concepts: potential evapotranspiration (ETp) and reference evapotranspiration (ETo); and to provide insight on the differences between the two terms.
Suat Irmak, Dorota Z. Haman
doaj +7 more sources
Calculation of maize evapotranspiration using evaporation and reference evapotranspiration methods [PDF]
Zemljište i biljka, 2020 Analysis of irrigation scheduling of maize was done by using evaporation from the free water surface (Eo) and correction coefficients (k) and reference evapotranspiration (ETo) and crop coefficients (kc).
Pejić Borivoj +6 more
doaj +2 more sources
Reference evapotranspiration estimation inside greenhouses [PDF]
Scientia Agricola, 2003 Because of the large area occupied by a class A pan, alternative methods have been sought to estimate reference evapotranspiration (Eto) inside greenhouses. The objective of this work was to compare ETo estimated by different methods inside and outside a
Carolina Fernandes +2 more
doaj +6 more sources
PISCOeo_pm, a reference evapotranspiration gridded database based on FAO Penman-Monteith in Peru [PDF]
Scientific Data, 2022 Measurement(s) reference evapotranspiration • air temperature • sunshine duration • dew point temperature • wind speed Technology Type(s) weather station Factor Type(s) reference evapotranspiration Sample Characteristic - Environment Climatology ...
Adrian Huerta +6 more
doaj +2 more sources
Prediction of the Reference Evapotranspiration Using a Chaotic Approach [PDF]
The Scientific World Journal, 2014 Evapotranspiration is one of the most important hydrological variables in the context of water resources management. An attempt was made to understand and predict the dynamics of reference evapotranspiration from a nonlinear dynamical perspective in this
Wei-guang Wang +5 more
doaj +2 more sources
REFERENCE EVAPOTRANSPIRATION FORECASTING BY ARTIFICIAL NEURAL NETWORKS [PDF]
Engenharia Agrícola, 2017 : Evapotranspiration (ET) is the main component of water balance in agricultural systems and the most active variable of the hydrological cycle. In the literature, few studies have used the forecast the day before via Artificial Neural Networks (ANNs ...
Walison B. Alves +2 more
doaj +6 more sources
Machine learning methods for estimating reference evapotranspiration
Journal of AgrometeorologyPrecise estimation of evapotranspiration is crucial for optimizing crop water uses particularly in the context of agriculture and horticultural production.
AMIT BIJLWAN +4 more
doaj +2 more sources
Application of Land Surface Temperature Extracted from Satellite Images for Zoning Reference Evapotranspiration [PDF]
محیط زیست و مهندسی آب, 2021 Reference evapotranspiration is one the most important climatic parameters to determine crop water requirement, climatic and hydrological studies and water resources management.
Younes Khoshkhoo, Saman Nikmehr
doaj +1 more source
Evaluating the Strategy of Ensemble Empirical and Tree-Based Methods in Estimating Reference Evapotranspiration [PDF]
محیط زیست و مهندسی آب, 2023 In the present research, three data-driven models including M5P, REP tree, and random forest were used to estimate daily reference evapotranspiration. The abilities of these three models to estimate reference evapotranspiration were studied in single and
Fatemeh Mikaeili +2 more
doaj +1 more source