A review on smart irrigation management strategies and their effect on water savings and crop yield
Appropriate irrigation water management has attracted a considerable degree of attention
because it is crucial to guarantee water and food security worldwide. A smart irrigation …
because it is crucial to guarantee water and food security worldwide. A smart irrigation …
Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming
Measurement of plant characteristics is still the primary bottleneck in both plant breeding
and crop management. Rapid and accurate acquisition of information about large plant …
and crop management. Rapid and accurate acquisition of information about large plant …
Towards precision agriculture: IoT-enabled intelligent irrigation systems using deep learning neural network
Recently, precision agriculture has gained substantial attention due to the ever-growing
world population demands for food and water. Consequently, farmers will need water and …
world population demands for food and water. Consequently, farmers will need water and …
Dynamic neural network modelling of soil moisture content for predictive irrigation scheduling
Sustainable freshwater management is underpinned by technologies which improve the
efficiency of agricultural irrigation systems. Irrigation scheduling has the potential to …
efficiency of agricultural irrigation systems. Irrigation scheduling has the potential to …
SAgric-IoT: An IoT-based platform and deep learning for greenhouse monitoring
J Contreras-Castillo, JA Guerrero-Ibañez… - Applied Sciences, 2023 - mdpi.com
The Internet of Things (IoT) and convolutional neural networks (CNN) integration is a
growing topic of interest for researchers as a technology that will contribute to transforming …
growing topic of interest for researchers as a technology that will contribute to transforming …
Trends and challenges in irrigation scheduling in the semi-arid area of Spain
I Fernández García, S Lecina, MC Ruiz-Sánchez… - Water, 2020 - mdpi.com
A growing international human population and rising living standards are increasing the
demand for agricultural products. Under higher pressure over natural resources …
demand for agricultural products. Under higher pressure over natural resources …
Urban water-energy-food-climate nexus in integrated wastewater and reuse systems: Cyber-physical framework and innovations
S Radini, E Marinelli, Ç Akyol, AL Eusebi, V Vasilaki… - Applied Energy, 2021 - Elsevier
Wastewater treatment is one of the major carriers of the water-energy-food-climate (WEFC)
nexus, and although the relationship between water and energy is well recognized, there is …
nexus, and although the relationship between water and energy is well recognized, there is …
A software architecture based on FIWARE cloud for Precision Agriculture
JA López-Riquelme, N Pavón-Pulido… - Agricultural water …, 2017 - Elsevier
Using suitable information storage, management and processing resources is essential
when Precision Agriculture-based applications are developed. Nowadays, traditional client …
when Precision Agriculture-based applications are developed. Nowadays, traditional client …
A survey on intelligent agents and multi-agents for irrigation scheduling
AF Jimenez, PF Cardenas, A Canales… - … and Electronics in …, 2020 - Elsevier
Irrigation is very important for ensuring food security and reducing crop production
vulnerability caused by the lack of rain. Sustainable irrigation is the rational practice of all the …
vulnerability caused by the lack of rain. Sustainable irrigation is the rational practice of all the …
Forecasting daily evapotranspiration using artificial neural networks for sustainable irrigation scheduling
Evapotranspiration (ETo) forecasts can play an important role in irrigation scheduling and
water resource management. Three state-of-the-art deep learning models, including long …
water resource management. Three state-of-the-art deep learning models, including long …