Verticillium wilt seriously jeopardizes cotton growth and restricts cotton yields. Therefore, it is
important to accurately, rapidly, and non-destructively estimate the extent of cotton …

The aim of this study was to investigate the utility of multiple linear regression (MLR) for the
estimation of reference evapotranspiration (ETo) of the Peloponnese, Greece, for two …

Actual evapotranspiration (ETa) can be commonly estimated using numerical models based
on i) weather and plant-based parameters, ii) from remotely sensed data and energy …

Estimating vine water status is essential for achieving the desired balance between wine
grape quality and yield in viticulture management and irrigation planning. The growing …

Smart farming and precision agriculture are two intertwined concepts that leverage
technology and data-driven methods to transform conventional farming practices. This …

Crop yield predictions are important for crop monitoring and agronomic management. The
traditional methods for yield predictions are complicated and resource consuming. With the …

Accurate demand forecasting is a competitive advantage for all supply chain components,
including retailers. Approaches like naïve, moving average, weighted average, and …

Abstract Knowledge of the yield components of wine grapevines is essential to achieve
target production and effectively design vineyard management. Therefore, it is necessary to …

Precise prediction of irrigation volumes is crucial in modern agriculture. This study proposes
an optimized long short-term memory (LSTM) model-based irrigation prediction method that …

Accurate field-scale estimates of the actual evapotranspiration (ET act) based on readily
available input data is indispensable to optimize irrigation in (semi-) arid regions. In this …