Precision farming: Sensor analytics

S Ivanov, K Bhargava, W Donnelly - IEEE Intelligent systems, 2015 - ieeexplore.ieee.org
… will form an integrated environment (see Figure 1) covering various aspects of farm … help
improve future farming. Analytics in Precision Farming Some agricultural sensor systems exist …

Predictive analytics using cross media features in precision farming

VRR Kolipaka - International Journal of Speech Technology, 2020 - Springer
… The usage of sensors and IoT technologies in farming are coined in … predictive analytics
defined in related to precision farming, gaining insights into how distinct set of precision farming

Wireless Sensor Based Data Analytics for Precision Farming

K Bhargava, W Donnelly, S Ivanov - 2019 - repository.wit.ie
sensor devices in the context of Precision Farming. Firstly, we identify gaps in the current
WSN-based Precision Farming … , for real-time event detection in farm processes. In addition, we …

[HTML][HTML] Intelligent data analytics framework for precision farming using IoT and regressor machine learning algorithms

A Rokade, M Singh, PK Malik, R Singh, T Alsuwian - Applied Sciences, 2022 - mdpi.com
… Here, in our case, there was a total number of 1024 of sensor data samples for each sensing
parameter, and the training-to-test ratio was split into fragment data in a 70:30 ratio; ie, 70% …

Predictive Analytics Precision Farming Using Internet Of Things (IoT)

R Agnes, D Jandro Daniel, E Abhinavsan… - Journal of Algebraic …, 2022 - publishoa.com
… the use of various wireless sensors to monitor and data is … a wireless sensor network to
collect data on various sensors … Using a moisture sensor, it delivers timely information such …

Using edge analytics to improve data collection in precision dairy farming

K Bhargava, S Ivanov, W Donnelly… - 2016 IEEE 41st …, 2016 - ieeexplore.ieee.org
Sensor Networks (WSN) in precision farming, the lack of infrastructure in the remote farm
in the context of precision dairy farming. Due to the poor Internet connectivity in a typical …

Towards a smart farming platform: from IoT-based crop sensing to data analytics

H Cadavid, W Garzón, A Pérez, G López… - Colombian Conference …, 2018 - Springer
… which is expected to be captured and processed (by data analytics techniques) in our
scenarios. Our IoT/data-analytics application goals would require not only a devices hierarchy, but …

[HTML][HTML] Precision agriculture using IoT data analytics and machine learning

R Akhter, SA Sofi - Journal of King Saud University-Computer and …, 2022 - Elsevier
… (sensors) and data analytics for precision agriculture; ii) To present a case study on adoption
of IoT and data analytics … The main motive of precision farming is to produce more from the …

[HTML][HTML] Terrain analytics for precision agriculture with automated vehicle sensors and data fusion

W Zhao, T Li, B Qi, Q Nie, T Runge - Sustainability, 2021 - mdpi.com
… Existing research studies have used different sensors, such as distance sensors and …
analytics using sensor implementation and data processing. Inertial measurement unit sensors, …

Precision farming and its application

H Pandey, D Singh, R Das, D Pandey - … Analytics and Machine Learning …, 2021 - Springer
Precision farming has applications in the collection of data from the field, yield assessment,
remote sensing, … utilized by precision farming to increase the output of agricultural crops. …