IoT-IIRS: Internet of Things based intelligent-irrigation recommendation system using machine learning approach for efficient water usage

Increased photosynthesis and grain yields in maize grown with less irrigation water combined with density adjustment in semiarid regions

(2020) Donghua Liu et al.   PeerJ

Effects of different drip irrigation modes on water use efficiency of pear trees in Northern China

(2020) Linlin Wang et al.   AGRICULTURAL WATER MANAGEMENT

Smart Water Management Platform: IoT-Based Precision Irrigation for Agriculture

(2019) Carlos Kamienski et al.   SENSORS

Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring

(2019) Xiangyu Ge et al.   PeerJ

IoT based low cost and intelligent module for smart irrigation system

(2019) Neha K. Nawandar et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Agglomerative Clustering of Enteric Infections and Weather Parameters to Identify Seasonal Outbreaks in Cold Climates

(2019) Pavel S. Stashevsky et al.   International Journal of Environmental Research and Public Health

Survey, comparison and research challenges of IoT application protocols for smart farming

(2019) Dimitrios Glaroudis et al.   Computer Networks

ESMLB: Efficient Switch Migration-Based Load Balancing for Multicontroller SDN in IoT

(2019) Kshira Sagar Sahoo et al.   IEEE Internet of Things Journal

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

Neural Network and Fuzzy Logic Based Smart DSS Model for Irrigation Notification and Control in Precision Agriculture

(2018) Ambarish G. Mohapatra et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES

Regenerative agriculture: merging farming and natural resource conservation profitably

(2018) Claire E. LaCanne et al.   PeerJ

Mulch and groundcover effects on soil temperature and moisture, surface reflectance, grapevine water potential, and vineyard weed management

(2018) Christina M. Bavougian et al.   PeerJ

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

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

Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling

(2018) Olutobi Adeyemi et al.   SENSORS

Regression tree ensembles for wind energy and solar radiation prediction

(2017) Alberto Torres-Barrán et al.   NEUROCOMPUTING

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

(2017) Anat Goldstein et al.   PRECISION AGRICULTURE

Automated Irrigation System Using a Wireless Sensor Network and GPRS Module

(2013) Joaquin Gutierrez et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Remote Sensing and Control of an Irrigation System Using a Distributed Wireless Sensor Network

(2008) Yunseop Kim et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT