Design data decomposition-based reference evapotranspiration forecasting model: a soft feature filter based deep learning driven approach
Reference evapotranspiration can cause huge discrepancies in soil moisture and runoff
which is responsible for uncertainties in drought warning systems. Reference …
which is responsible for uncertainties in drought warning systems. Reference …
Machine Learning Based Prediction of Reference Evapotranspiration (ET0) Using IoT
Accurate estimation of Reference Evapotranspiration (ET 0) is important for efficient
management and conservation of irrigation water. Existing methods of ET 0 rate …
management and conservation of irrigation water. Existing methods of ET 0 rate …
[HTML][HTML] Development of an enhanced bidirectional recurrent neural network combined with time-varying filter-based empirical mode decomposition to forecast weekly …
Evapotranspiration is one of agricultural water management's most significant and impactful
hydrologic processes. A new multi-decomposition deep learning-based technique is …
hydrologic processes. A new multi-decomposition deep learning-based technique is …
[HTML][HTML] Smart reference evapotranspiration using Internet of Things and hybrid ensemble machine learning approach
Reference Evapotranspiration (ET o) is the cornerstone of efficient water utilization for
sustainability in agriculture. The standard Penman–Montieth (PM) approach of Reference …
sustainability in agriculture. The standard Penman–Montieth (PM) approach of Reference …
Hybrid COOT-ANN: a novel optimization algorithm for prediction of daily crop reference evapotranspiration in Australia
The present study evaluates the capability of a novel optimization method in modeling daily
crop reference evapotranspiration (ETo), a critical issue in water resource management. A …
crop reference evapotranspiration (ETo), a critical issue in water resource management. A …
Intelligent optimization of Reference Evapotranspiration (ETo) for precision irrigation
Abstract Reference Evapotranspiration (ETo) is the basis for the conservation of irrigation
water for sustainable development in agriculture. The FAO-56 Penman-Monteith (FAO-56 …
water for sustainable development in agriculture. The FAO-56 Penman-Monteith (FAO-56 …
Hybrid neural network based models for evapotranspiration prediction over limited weather parameters
Evapotranspiration can be used to estimate the amount of water required by agriculture
projects and green spaces, playing a key role in water management policies that combat the …
projects and green spaces, playing a key role in water management policies that combat the …
Context aware evapotranspiration (ETs) for saline soils reclamation
Accurate Evapotranspiration for saline soils (ETs) is important as well as challenging for the
reclamation of saline soils through an effective leaching process. Evapotranspiration (ET) by …
reclamation of saline soils through an effective leaching process. Evapotranspiration (ET) by …
Principal Component Analysis (PCA) and feature importance-based dimension reduction for Reference Evapotranspiration (ET0) predictions of Taif, Saudi Arabia
Reference Evapotranspiration (ET 0) is fundamental to irrigation water management but
challenging to calculate due to requirements of many weather parameters for standard …
challenging to calculate due to requirements of many weather parameters for standard …