Prediction of daily crop reference evapotranspiration (ET0) values through a least-squares support vector machine model

X Guo, X Sun, J Ma - Hydrology Research, 2011 - iwaponline.com
Real-time prediction of daily reference crop evapotranspiration (ET0) is the basis for
estimating crop evapotranspiration and for computing crop irrigation requirements. In recent …

Daily reference evapotranspiration estimation based on least squares support vector machines

D Chen - Computer and Computing Technologies in Agriculture …, 2012 - Springer
As a key hydrological parameter, daily reference evapotranspiration (ETo) determines the
accuracy of the hydrological number of the crop, and, consequently, the regional …

Least squares support vector machine for modeling daily reference evapotranspiration

O Kisi - Irrigation Science, 2013 - Springer
The accuracy of a least square support vector machine (LSSVM) in modeling of reference
evapotranspiration (ET 0) was examined in this study. The daily weather data, solar …

Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters

MY Chia, YF Huang, CH Koo - Computers and Electronics in Agriculture, 2020 - Elsevier
In regions where economies that are highly dependent on agricultural activities, estimation
of evapotranspiration is vital for scheduling and managing the water resources. In this study …

Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm

B Mohammadi, S Mehdizadeh - Agricultural Water Management, 2020 - Elsevier
In achieving water resource management goals such as irrigation scheduling, an accurate
estimate of reference evapotranspiration (ET 0) is critical. Support vector regression (SVR) …

Forecasting reference crop evapotranspiration based on temperature forecast and Hargreaves-Samani equation.

LYF Luo YuFeng, LS Li Si, PSZ Peng ShiZhang… - 2013 - cabidigitallibrary.org
To explore a method for forecasting short-term reference crop evapotranspiration (ET 0)
precisely, a proposal that is based on temperature forecast and the Hargreaves-Samani …

Short-term forecasting of daily reference evapotranspiration using the reduced-set Penman-Monteith model and public weather forecasts

Y Yang, Y Cui, K Bai, T Luo, J Dai, W Wang… - Agricultural water …, 2019 - Elsevier
Farm irrigation management and real-time irrigation decisions are based on a series of
parameters including irrigation water demand predictions which estimated by the short-term …

Short-term forecasting of daily reference evapotranspiration using the Penman-Monteith model and public weather forecasts

Y Yang, Y Cui, Y Luo, X Lyu, S Traore, S Khan… - Agricultural water …, 2016 - Elsevier
Short-term daily reference evapotranspiration (ETo) forecasts are required to facilitate real-
time irrigation decision making. We forecasted daily 7-day-ahead ETo using the Penman …

Support-vector-machine-based models for modeling daily reference evapotranspiration with limited climatic data in extreme arid regions

X Wen, J Si, Z He, J Wu, H Shao, H Yu - Water resources management, 2015 - Springer
Evapotranspiration is a major factor that controls hydrological process and its accurate
estimation provides valuable information for water resources planning and management …

Short-term forecasting of daily reference evapotranspiration using the Hargreaves–Samani model and temperature forecasts

Y Luo, X Chang, S Peng, S Khan, W Wang… - Agricultural Water …, 2014 - Elsevier
Accurate daily reference evapotranspiration (ET 0) forecasting is necessary for real-time
irrigation forecasting. We proposed a method for short-term forecasting of ET 0 using the …