Automated weather forecasting and field monitoring using GRU-CNN model along with IoT to support precision agriculture
T Akilan, KM Baalamurugan - Expert systems with applications, 2024 - Elsevier
India's agricultural sector is dwindling, which has an impact on ecosystem output. Smart
farming increases crop productivity by reducing waste and making effective use of fertiliser …
farming increases crop productivity by reducing waste and making effective use of fertiliser …
Multidisciplinary real-time model for smart agriculture based on weather forecasting using IoT, machine learning, big data and cloud
M Kumari, A Kumar, P Singh… - 2021 5th International …, 2021 - ieeexplore.ieee.org
Agriculture is the backbone and boost for Indian economy. Many of the population around
75% depends on agriculture. Therefore, it is needed to use best out of it. In the modern era …
75% depends on agriculture. Therefore, it is needed to use best out of it. In the modern era …
Farm monitoring and disease prediction by classification based on deep learning architectures in sustainable agriculture
Agriculture is necessary for all human activities to survive. Overpopulation and resource
competitiveness are major challenges that threaten the planet's food security. Smart farming …
competitiveness are major challenges that threaten the planet's food security. Smart farming …
An efficient IoT based crop disease prediction and crop recommendation for precision agriculture
G Sravanthi, NR Moparthi - Cluster Computing, 2024 - Springer
Abstract Internet of Things (IoT) frameworks generates data for large and remote agricultural
areas through sensors and use this data for crop predictions by several machine learning …
areas through sensors and use this data for crop predictions by several machine learning …
Smart AgrIOT: A Machine learning and IOT based complete farming solution
S Attari, O Dhatingan, A Gupta… - 2022 IEEE 19th India …, 2022 - ieeexplore.ieee.org
Agriculture plays the major role in economics and survival of rural people in India. Due to
unavailability of crop related data, unexpected weather actions, wrong cropping methods …
unavailability of crop related data, unexpected weather actions, wrong cropping methods …
Iot based smart agriculture and plant disease prediction
MSB Murugan, MK Rajagopal… - Journal of Physics …, 2021 - iopscience.iop.org
Agriculture is a very prominent sector in our country and has been one of the highest
contributors to the GDP. During the 1960s, an all-time high was reached with approximately …
contributors to the GDP. During the 1960s, an all-time high was reached with approximately …
An intelligent agriculture management system for rainfall prediction and fruit health monitoring
Contrary to popular belief, agriculture is becoming more data-driven with artificial
intelligence and Internet-of-Things (IoT) playing crucial roles. In this paper, the integrated …
intelligence and Internet-of-Things (IoT) playing crucial roles. In this paper, the integrated …
Internet of things based weekly crop pest prediction by using deep neural network
Internet of Things (IoT) assisted application in agriculture shows tremendous success to
improve productivity in agriculture. Agriculture is grappling with issues such as depleted soil …
improve productivity in agriculture. Agriculture is grappling with issues such as depleted soil …
A method for weather forecasting using machine learning
N Alex, CC Sobin - 2021 5th conference on information and …, 2021 - ieeexplore.ieee.org
Agriculture is a sector that plays a crucial role in the economies of many countries around
the globe, like India where it contributes 16% of the total economy. Weather forecasting is …
the globe, like India where it contributes 16% of the total economy. Weather forecasting is …
Weather forecasting using artificial neural networks
GK Rahul, S Singh, S Dubey - 2020 8th International …, 2020 - ieeexplore.ieee.org
The weather conditions such as Minimum temperature, Precipitation Rate, wind speed,
Maximum temperature, pressure etc. have many important roles in the field of cultivation. In …
Maximum temperature, pressure etc. have many important roles in the field of cultivation. In …
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