Empowering vertical farming through IoT and AI-Driven technologies: A comprehensive review

AS Rathor, S Choudhury, A Sharma, P Nautiyal… - Heliyon, 2024 - cell.com
The substantial increase in the human population dramatically strains food supplies.
Farmers need healthy soil and natural minerals for traditional farming, and production takes …

A critical review on hybrid framework for precise farming with application of Machine Learning (ML) and Internet of Things (IoT)

RR Chaudhary, S Jain, S Gupta - Journal of Integrated …, 2024 - pubs.thesciencein.org
Precise Farming, commonly referred to as site-specific crop management, is the use of
technology to increase agricultural output and efficiency. Due to the availability of real-time …

Optimizing onion crop management: a smart agriculture framework with IoT sensors and cloud technology

A Khan, M Hassan, AK Shahriyar - Applied Research in Artificial …, 2023 - researchberg.com
Smart agriculture, fueled by the integration of Internet of Things (IoT) and cloud technology,
has revolutionized modern farming practices. In this study, we propose a step-by-step …

An artificial intelligence-based crop recommendation system using machine learning

SK Apat, J Mishra, KS Raju, N Padhy - Journal of Scientific & …, 2023 - or.niscpr.res.in
Agriculture is the backbone of the Indian economy and a source of employment for millions
of people across the globe. The perennial problem faced by Indian farmers is that they do …

Land cover change detection using TIMESAT software and machine learning algorithms near Ujani Dam: A case study

M Kumawat, A Khaparde - Journal of Integrated Science and …, 2024 - pubs.thesciencein.org
This work focuses on the case study of vegetation dynamics using Machine Learning
algorithms on satellite time series data. Vegetation covers a substantial portion of the Earth's …

Effective image retrieval based on an optimized algorithm utilizing a novel WOA-based convolutional neural network classifier

B Kalva, MC Mohan - Journal of Integrated Science and …, 2023 - pubs.thesciencein.org
Traditional image retrieval from database based on available specific algorithms has
drawbacks, including laborious image annotation, poor feature extraction, an inability to …

Integrated Iot Approaches for Crop Recommendation and Yield-Prediction Using Machine-Learning.

M Bouni, B Hssina, K Douzi… - Internet of Things (IoT), 2024 - search.ebscohost.com
In this study, we present an integrated approach utilizing IoT data and machine learning
models to enhance precision agriculture. We collected an extensive IoT secondary dataset …

Deep compressive sensing and reconstruction algorithm in wireless Internet of Things

H Rajoriya, R Sadiwala - Journal of Integrated Science and …, 2023 - pubs.thesciencein.org
The wireless Internet of Things (IoT), in particular its implementation in the field, is gaining
growing significance for the communication systems of the future. However, wearable …

Agricultural Machine learning platform: Enhancing crop suggestion and crop yield estimates

RR Chaudhari, S Jain, S Gupta - Journal of Integrated …, 2025 - pubs.thesciencein.org
Crop analysis and prediction is a rapidly growing field that plays important role to improve
farming methods. It provides farmers with the knowledge and skills to select the best crops …

Soft Computing: Goals, importance and various problem-solving techniques

R Agrawal, O Sharma, NO Aljehane… - Journal of Integrated …, 2023 - pubs.thesciencein.org
The purpose, importance, approach, qualities, and requirement of soft computing are all
discussed in this study. Apart from that, the paper describes the work of numerous writers in …