Precision irrigation management using machine learning and digital farming solutions
Freshwater is essential for irrigation and the supply of nutrients for plant growth, in order to
compensate for the inadequacies of rainfall. Agricultural activities utilize around 70% of the …
compensate for the inadequacies of rainfall. Agricultural activities utilize around 70% of the …
Artificial neural networks for the prediction of the reference evapotranspiration of the Peloponnese Peninsula, Greece
S Dimitriadou, KG Nikolakopoulos - Water, 2022 - mdpi.com
The aim of the study was to investigate the utility of artificial neural networks (ANNs) for the
estimation of reference evapotranspiration (ETo) on the Peloponnese Peninsula in Greece …
estimation of reference evapotranspiration (ETo) on the Peloponnese Peninsula in Greece …
[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 …
[PDF][PDF] Precision irrigation water management-current status, scope and challenges
PS Brahmanand, AK Singh - Indian J. Fertil, 2022 - researchgate.net
Water is becoming a very scarce natural resource and a limiting factor for crop production. At
the same time the demand for food grain production is continuously on the rise due to ever …
the same time the demand for food grain production is continuously on the rise due to ever …
IoT and ensemble long-short-term-memory-based evapotranspiration forecasting for Riyadh
Evapotranspiration (ET) is the fundamental component of efficient water resource
management. Accurate forecasting of ET is essential for efficient water utilization in …
management. Accurate forecasting of ET is essential for efficient water utilization in …
Внедрение искусственного интеллекта в растениеводство для оптимизации орошения
АЮ Федосов, АМ Меньших - Сельскохозяйственные машины и …, 2022 - vimsmit.com
Аннотация Обосновали актуальность внедрения искусственного интеллекта в сельское
хозяйство для оптимизации орошения.(Цель исследования) Дать отчет о прогрессе …
хозяйство для оптимизации орошения.(Цель исследования) Дать отчет о прогрессе …
Hybrid COOT–ANN: a novel optimization algorithm for prediction of daily reference evapotranspiration in Australia
E Mirzania, MH Kashani, G Golmohammadi… - 2022 - researchsquare.com
The present study evaluates the capability of a novel optimization method in modeling daily
reference evapotranspiration (ET 0), a critical issue in water resource management. A hybrid …
reference evapotranspiration (ET 0), a critical issue in water resource management. A hybrid …
Yarı-nemli iklim koşullarında sürdürülebilir su yönetimi için derin öğrenme kullanılarak referans bitki su tüketiminin tahmin edilmesi
AAARE Saleh - 2021 - search.proquest.com
Su kaynaklarının sürdürülebilirliği, iyi bir sulama planlaması ve programlamasında Referans
Evapotranspirasyonun (ETo) son derece doğru bir şekilde tahminine bağlıdır …
Evapotranspirasyonun (ETo) son derece doğru bir şekilde tahminine bağlıdır …