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Optimization of extreme learning machine model with biological heuristic algorithms to estimate daily reference crop evapotranspiration in different climatic regions of China

Journal of Hydrology, 2021
• Hybrid ELM models (PSO-ELM, GA-ELM and ABC-ELM) were proposed for estimating ET 0 in different climate zones of China. • PSO-ELM model had the highest accuracy, followed by GA-ELM and ABC-ELM.
Zongjun Wu   +14 more
semanticscholar   +1 more source

Evaluation of bio-inspired optimization algorithms hybrid with artificial neural network for reference crop evapotranspiration estimation

Computers and Electronics in Agriculture, 2021
Reference crop evapotranspiration (ETo) is a determinant factor in agricultural water resource management. Therefore, accurate ETo information is critical to quantify crop water requirements for precision agriculture management.
Lili Gao   +4 more
semanticscholar   +1 more source

Forecasting of reference crop evapotranspiration

Agricultural Water Management, 1993
Abstract The first step in the determination of irrigation water requirements for use in project planning, design, and operation commonly involves the prediction of the reference crop evapotranspiration. This paper presents a simple mathematical model for forecasting reference crop evapotranspiration at three stations in California that represent ...
Miguel A. Mariño   +2 more
openaire   +1 more source

CatBoost: A new approach for estimating daily reference crop evapotranspiration in arid and semi-arid regions of Northern China

, 2020
Establishing a computational model for accurate prediction of reference crop evapotranspiration (ET0) is critical for regional water resources planning and irrigation scheduling design. FAO Penman-Monteith equation is recommended as the standard model to
Yixiao Zhang   +2 more
semanticscholar   +1 more source

Estimating Reference Crop Evapotranspiration with ETgages

Journal of Irrigation and Drainage Engineering, 2009
Three years of daily reference evapotranspiration measured by atmometers ( ETg ) were compared to the values computed from the ASCE standardized Penman–Monteith equation ( ETr ) using co-located me...
Fan Chen, Peter J. Robinson
openaire   +1 more source

Projection of Reference Crop Evapotranspiration under Future Climate Change in Poyang Lake Watershed, China

, 2021
Reference crop evapotranspiration (ET0) is of great importance in assessing the potential impacts of climate changes on hydrological cycles and the global energy balance.
Zihao Liu   +4 more
semanticscholar   +1 more source

Reference and Crop Evapotranspiration

2012
Advancements have been made in estimating potential and reference evapotranspiration. Actual crop evapotranspiration estimation still is a challenge due to limited availability of local crop coefficients and large-scale variation in field conditions.
Wossenu Abtew, Assefa Melesse
openaire   +1 more source

Estimating reference crop evapotranspiration using HGA-LSSVM

2010 Sixth International Conference on Natural Computation, 2010
Reference crop evapotranspiration (ETo) is the basis for estimating crop evapotranspiration and for computing crop irrigation requirements. In recent years, Least squares support vector machines (LSSVM) have been applied to forecasting in many areas of engineering. In this paper, a novel hyper-parameter selection for LSSVM regression is presented based
Xianghong Guo, Xihuan Sun, Juanjuan Ma
openaire   +1 more source

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