Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

TA Shaikh, T Rasool, FR Lone - Computers and Electronics in Agriculture, 2022 - Elsevier
The digitalization of data has resulted in a data tsunami in practically every industry of data-
driven enterprise. Furthermore, man-to-machine (M2M) digital data handling has …

A comparative study of deep learning and Internet of Things for precision agriculture

T Saranya, C Deisy, S Sridevi… - … Applications of Artificial …, 2023 - Elsevier
Precision farming is made possible by rapid advances in deep learning (DL) and the internet
of things (IoT) for agriculture, allowing farmers to upgrade their agriculture operations to …

Precision irrigation management using machine learning and digital farming solutions

EA Abioye, O Hensel, TJ Esau, O Elijah, MSZ Abidin… - AgriEngineering, 2022 - mdpi.com
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 …

[HTML][HTML] Smart farming using machine learning and deep learning techniques

SKS Durai, MD Shamili - Decision Analytics Journal, 2022 - Elsevier
The practice of cultivating the soil, producing crops, and keeping livestock is referred to as
farming. Agriculture is critical to a country's economic development. Nearly 58 percent of a …

Carotenoid production from microalgae: biosynthesis, salinity responses and novel biotechnologies

Y Ren, H Sun, J Deng, J Huang, F Chen - Marine Drugs, 2021 - mdpi.com
Microalgae are excellent biological factories for high-value products and contain
biofunctional carotenoids. Carotenoids are a group of natural pigments with high value in …

Data-driven next-generation smart grid towards sustainable energy evolution: techniques and technology review

F Ahsan, NH Dana, SK Sarker, L Li… - … and Control of …, 2023 - ieeexplore.ieee.org
Meteorological changes urge engineering communities to look for sustainable and clean
energy technologies to keep the environment safe by reducing CO 2 emissions. The …

Advancements in smart farming: A comprehensive review of IoT, wireless communication, sensors, and hardware for agricultural automation

C Prakash, LP Singh, A Gupta, SK Lohan - Sensors and Actuators A …, 2023 - Elsevier
Agriculture automation is a primary issue and a rapidly developing field for the nation. The
global population is growing swiftly, so there is a severe need to fulfill food demand …

IoT-enabled soil nutrient analysis and crop recommendation model for precision agriculture

MK Senapaty, A Ray, N Padhy - Computers, 2023 - mdpi.com
Healthy and sufficient crop and food production are very much essential for everyone as the
population is increasing globally. The production of crops affects the economy of a country to …

Advanced contribution of IoT in agricultural production for the development of smart livestock environments

S Mishra, SK Sharma - Internet of Things, 2023 - Elsevier
Many areas of contemporary life need the use of Artificial Intelligence (AI), Machine Learning
(ML), and the Internet of Things (IoT) for analysis and comprehension. The application of AI …

IoT framework for measurement and precision agriculture: predicting the crop using machine learning algorithms

K Bakthavatchalam, B Karthik, V Thiruvengadam… - Technologies, 2022 - mdpi.com
IoT architectures facilitate us to generate data for large and remote agriculture areas and the
same can be utilized for Crop predictions using this machine learning algorithm …