IoT-Driven Model for Weather and Soil Conditions Based on Precision Irrigation Using Machine Learning

Digital Technology and Services for Sustainable Agriculture in Tanzania: A Literature Review

(2022) Gilbert E. Mushi et al.   Sustainability

The Role of FAIR Data towards Sustainable Agricultural Performance: A Systematic Literature Review

(2022) Basharat Ali et al.   Agriculture-Basel

Agricultural Irrigation Recommendation and Alert (AIRA) system using optimization and machine learning in Hadoop for sustainable agriculture

(2021) Ramachandran Veerachamy et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

A Systematic Literature Review on Machine Learning Applications for Sustainable Agriculture Supply Chain Performance

(2020) Rohit Sharma et al.   COMPUTERS & OPERATIONS RESEARCH

IoT-Based Smart Irrigation Systems: An Overview on the Recent Trends on Sensors and IoT Systems for Irrigation in Precision Agriculture

(2020) Laura García et al.   SENSORS

Review of Sensor Network-Based Irrigation Systems Using IoT and Remote Sensing

(2020) Wei Li et al.   Advances in Meteorology

ML based sustainable precision agriculture: A future generation perspective

(2020) Rashmi Priya et al.   Sustainable Computing-Informatics & Systems

Groundwater quality forecasting using machine learning algorithms for irrigation purposes

(2020) Ali El Bilali et al.   AGRICULTURAL WATER MANAGEMENT

Study of Wireless Communication Technologies on Internet of Things for Precision Agriculture

(2019) Xiang Feng et al.   WIRELESS PERSONAL COMMUNICATIONS

Design and Performance Evaluation of a Low-Cost Autonomous Sensor Interface for a Smart IoT-Based Irrigation Monitoring and Control System

(2019) Abba et al.   SENSORS

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

(2018) Anna Chlingaryan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning in Agriculture: A Review

(2018) Konstantinos Liakos et al.   SENSORS

Smart sensor for automatic drip irrigation system for paddy cultivation

(2018) S.R. Barkunan et al.   COMPUTERS & ELECTRICAL ENGINEERING

An IoT based smart irrigation management system using Machine learning and open source technologies

(2018) Amarendra Goap et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A Review of Smart Cities Based on the Internet of Things Concept

(2017) Saber Talari et al.   Energies

Applying machine learning on sensor data for irrigation recommendations: revealing the agronomist’s tacit knowledge

(2017) Anat Goldstein et al.   PRECISION AGRICULTURE