Methods to estimate evapotranspiration in humid and subtropical climate conditions
Selecting appropriate reference evapotranspiration (ET o) methods is crucial for managing
water resources efficiently. Statistical criteria commonly used to assess the performance of …
water resources efficiently. Statistical criteria commonly used to assess the performance of …
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India
Agricultural droughts are a prime concern for economies worldwide as they negatively
impact the productivity of rain-fed crops, employment, and income per capita. In this study …
impact the productivity of rain-fed crops, employment, and income per capita. In this study …
Data intelligence model and meta-heuristic algorithms-based pan evaporation modelling in two different agro-climatic zones: a case study from Northern India
Precise quantification of evaporation has a vital role in effective crop modelling, irrigation
scheduling, and agricultural water management. In recent years, the data-driven models …
scheduling, and agricultural water management. In recent years, the data-driven models …
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions
Precise estimation of reference evapotranspiration (ET0) is crucial for efficient agricultural
water management, crop modelling, and irrigation scheduling. In recent years, the data …
water management, crop modelling, and irrigation scheduling. In recent years, the data …
Data intelligence and hybrid metaheuristic algorithms-based estimation of reference evapotranspiration
For developing countries, scarcity of climatic data is the biggest challenge, and model
development with limited meteorological input is of critical importance. In this study, five data …
development with limited meteorological input is of critical importance. In this study, five data …
Combination of limited meteorological data for predicting reference crop evapotranspiration using artificial neural network method
Reference crop evapotranspiration (ETo) is an important component of the hydrological
cycle that is used for water resource planning, irrigation, and agricultural management, as …
cycle that is used for water resource planning, irrigation, and agricultural management, as …
Prediction of irrigation water quality indices based on machine learning and regression models
Assessing irrigation water quality is one of the most critical challenges in improving water
resource management strategies. The objective of this work was to predict the irrigation …
resource management strategies. The objective of this work was to predict the irrigation …
Applications of Gaussian process regression for predicting blue water footprint: Case study in Ad Daqahliyah, Egypt
Timely and reliable water footprint prediction is imperative and prerequisite to mitigate
climate risk and ensure water and food security and enhance the water-use efficiency. This …
climate risk and ensure water and food security and enhance the water-use efficiency. This …
Long short-term memory networks to predict one-step ahead reference evapotranspiration in a subtropical climatic zone
DK Roy - Environmental Processes, 2021 - Springer
Precise estimation and forecast of reference evapotranspiration (ET 0) stand crucial for
developing an efficient irrigation scheduling that helps better utilization of scanty water …
developing an efficient irrigation scheduling that helps better utilization of scanty water …
Evaluation of the effect of climate change on maize water footprint under RCPs scenarios in Qazvin plain, Iran
M Ahmadi, HR Etedali, A Elbeltagi - Agricultural Water Management, 2021 - Elsevier
Climate affects agriculture and the main effect of climate change on agriculture largely
depends on two variables: temperature (T) and precipitation (P). In this study, the effect of …
depends on two variables: temperature (T) and precipitation (P). In this study, the effect of …