Machine learning applications for precision agriculture: A comprehensive review
Agriculture plays a vital role in the economic growth of any country. With the increase of
population, frequent changes in climatic conditions and limited resources, it becomes a …
population, frequent changes in climatic conditions and limited resources, it becomes a …
A revisit of internet of things technologies for monitoring and control strategies in smart agriculture
With the rise of new technologies, such as the Internet of Things, raising the productivity of
agricultural and farming activities is critical to improving yields and cost-effectiveness. IoT, in …
agricultural and farming activities is critical to improving yields and cost-effectiveness. IoT, in …
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 …
A review of earth artificial intelligence
In recent years, Earth system sciences are urgently calling for innovation on improving
accuracy, enhancing model intelligence level, scaling up operation, and reducing costs in …
accuracy, enhancing model intelligence level, scaling up operation, and reducing costs in …
Recent developments of the internet of things in agriculture: a survey
A rise in the population has immensely increased the pressure on the agriculture sector.
With the advent of technology, this decade is witnessing a shift from conventional …
With the advent of technology, this decade is witnessing a shift from conventional …
Machine learning for smart agriculture and precision farming: towards making the fields talk
In almost every sector, data-driven business, the digitization of the data has generated a
data tsunami. In addition, man-to-machine digital data handling has magnified the …
data tsunami. In addition, man-to-machine digital data handling has magnified the …
Smart water resource management using Artificial Intelligence—A review
Water management is one of the crucial topics discussed in most of the international forums.
Water harvesting and recycling are the major requirements to meet the global upcoming …
Water harvesting and recycling are the major requirements to meet the global upcoming …
Monitoring soil and ambient parameters in the iot precision agriculture scenario: An original modeling approach dedicated to low-cost soil water content sensors
P Placidi, R Morbidelli, D Fortunati, N Papini, F Gobbi… - Sensors, 2021 - mdpi.com
A low power wireless sensor network based on LoRaWAN protocol was designed with a
focus on the IoT low-cost Precision Agriculture applications, such as greenhouse sensing …
focus on the IoT low-cost Precision Agriculture applications, such as greenhouse sensing …
Wireless sensor networks in agriculture: Insights from bibliometric analysis
This study investigates how wireless sensor network (WSN) applications in agriculture are
discussed in the current academic literature. On the basis of bibliometric techniques, 2444 …
discussed in the current academic literature. On the basis of bibliometric techniques, 2444 …
Wireless communication protocols in smart agriculture: A review on applications, challenges and future trends
IoT based smart agriculture systems are important for efficient usage of lands, water, and
energy resources. Wireless communication protocols constitute a critical part of smart …
energy resources. Wireless communication protocols constitute a critical part of smart …