Reference grass evapotranspiration with reduced data sets: Parameterization of the FAO Penman-Monteith temperature approach and the Hargeaves-Samani …

P Paredes, LS Pereira, J Almorox… - Agricultural Water …, 2020 - Elsevier
The computation of the grass reference evapotranspiration with the FAO56 Penman-
Monteith equation (PM-ET o) requires data on maximum and minimum air temperatures (T …

Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

J Fan, X Ma, L Wu, F Zhang, X Yu, W Zeng - Agricultural water management, 2019 - Elsevier
Accurate estimation of reference evapotranspiration (ETo) is required in many fields, eg
irrigation scheduling design, agricultural water management, crop growth modeling and …

Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM–A new approach

LB Ferreira, FF da Cunha, RA de Oliveira… - Journal of …, 2019 - Elsevier
Reference evapotranspiration (ET o) is a variable of great importance for several purposes,
such as hydrological studies and irrigation scheduling. The FAO-56 Penman-Monteith (FAO …

Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

J Yin, Z Deng, AVM Ines, J Wu, E Rasu - Agricultural Water Management, 2020 - Elsevier
As the standard method to compute reference evapotranspiration (ET 0), Penman-Monteith
(PM) method requires eight meteorological input variables, which makes it difficult to apply …

New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning

LB Ferreira, FF da Cunha - Agricultural Water Management, 2020 - Elsevier
Computation of reference evapotranspiration (ETo) poses a challenge under limited
meteorological data availability. However, even in this case, hourly data may be available …

Wetting trend in Northwest China reversed by warmer temperature and drier air

H Deng, Q Tang, X Yun, Y Tang, X Liu, X Xu, S Sun… - Journal of …, 2022 - Elsevier
Northwest China has experienced a warming-wetting climate featured by increasing
temperature and precipitation during the past six decades. Recent studies suggested that …

Swarm-based optimization as stochastic training strategy for estimation of reference evapotranspiration using extreme learning machine

MY Chia, YF Huang, CH Koo - Agricultural Water Management, 2021 - Elsevier
Reference evapotranspiration (ET 0) is usually calculated as a pre-requisite to obtain the
actual evapotranspiration (ET). Estimation of ET 0 using extreme learning machine (ELM) is …

An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration

M Ehteram, VP Singh, A Ferdowsi, SF Mousavi… - PloS one, 2019 - journals.plos.org
Reference evapotranspiration (ET0) plays a fundamental role in irrigated agriculture. The
objective of this study is to simulate monthly ET0 at a meteorological station in India using a …

Trends, sensitivity and estimation of daily reference evapotranspiration ET0 using limited climate data: regional focus on Burkina Faso in the West African Sahel

R Yonaba, F Tazen, M Cissé, LA Mounirou… - Theoretical and Applied …, 2023 - Springer
The precise estimation of reference evapotranspiration (ETo) is critical for water planning in
agriculture. However, with the scarcity of data in developing countries, the use of the …

[HTML][HTML] Estimating reference crop evapotranspiration using optimized empirical methods with a novel improved Grey Wolf Algorithm in four climatic regions of China

J Dong, L Xing, N Cui, L Guo, C Liang, L Zhao… - Agricultural Water …, 2024 - Elsevier
Accurate estimation of reference crop evapotranspiration (ETo) is crucial for agricultural
water management. As the simplified alternatives of the Penman-Monteith equation …