A review on smart irrigation management strategies and their effect on water savings and crop yield

S Touil, A Richa, M Fizir… - Irrigation and …, 2022 - Wiley Online Library
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 …

Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming

C Zheng, A Abd-Elrahman, V Whitaker - Remote Sensing, 2021 - mdpi.com
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 …

Towards precision agriculture: IoT-enabled intelligent irrigation systems using deep learning neural network

PK Kashyap, S Kumar, A Jaiswal, M Prasad… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
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 …

Dynamic neural network modelling of soil moisture content for predictive irrigation scheduling

O Adeyemi, I Grove, S Peets, Y Domun, T Norton - Sensors, 2018 - mdpi.com
Sustainable freshwater management is underpinned by technologies which improve the
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 …

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 …

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 …

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 …

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 …

Forecasting daily evapotranspiration using artificial neural networks for sustainable irrigation scheduling

AA Farooque, H Afzaal, F Abbas, M Bos, J Maqsood… - Irrigation Science, 2022 - Springer
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 …