Soil sensors-based prediction system for plant diseases using exploratory data analysis and machine learning

M Kumar, A Kumar, VS Palaparthy - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Plant diseases cause losses to agricultural production and hence, the economy. This
necessitates a need to develop prediction models for the plant disease detection and …

Laboratory calibration and performance evaluation of low-cost capacitive and very low-cost resistive soil moisture sensors

S Adla, NK Rai, SH Karumanchi, S Tripathi, M Disse… - Sensors, 2020 - mdpi.com
Soil volumetric water content (VWC) is a vital parameter to understand several
ecohydrological and environmental processes. Its cost-effective measurement can …

IoT Enabled, Leaf Wetness Sensor on the Flexible Substrates for In-Situ Plant Disease Management

KS Patle, R Saini, A Kumar, SG Surya… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Early plant disease detection and providing the control measures have become highly
desirable to improve crop yield. Leaf wetness duration (LWD) is one of the essential …

An in-field integrated capacitive sensor for rapid detection and quantification of soil moisture

SG Surya, S Yuvaraja, E Varrla, MS Baghini… - Sensors and actuators B …, 2020 - Elsevier
The development of in-situ soil moisture sensors (SMS) with advanced materials is the
requirement of the future autonomous agriculture industry. However, an open challenge for …

The comparison of soil sensors for integrated creation of IOT-based Wetting front detector (WFD) with an efficient irrigation system to support precision farming

P Sureephong, P Wiangnak… - … Conference on Digital …, 2017 - ieeexplore.ieee.org
This study investigates a prototyping of integrated system of Internet of Things based Wetting
front detector (IOT-WFD) which focuses on how to enhance the IOT based Wetting front …

Temperature compensated and soil density calibrated soil moisture profiling sensor with multi-sensing point for in-situ agriculture application

KS Patle, V Panchal, R Saini, Y Agrawal… - Measurement, 2022 - Elsevier
In this work, we have fabricated a dielectric based soil moisture sensor with multi-sensing
points (SMSMSP), which comprises of five interdigitated electrodes on both side of printed …

Design and implementation of a low cost photovoltaic soil moisture monitoring station for irrigation scheduling with different frequency domain analysis probe …

KM Ramadan, MJ Oates, JM Molina-Martinez… - … and Electronics in …, 2018 - Elsevier
Abstract Frequency Domain Analysis (FDA), as an approach, has been developed for the
measurement of soil dielectric constants. As it stands, the standard dielectric of dry soil is …

Smart multipurpose agricultural robot

TV Nandeesh, HM Kalpana - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
More than 60 percent of the population in India do agriculture as the primary sector
occupation. At present, due to increase in shortage of labor, interest has raised for the …

Light spectra optimization in indoor plant growth for internet of things

L Marcos, KV Mai - 2020 IEEE International IOT, Electronics …, 2020 - ieeexplore.ieee.org
This paper evaluates three plant grow light spectra suitable for indoor planting for Spinacia
Oleracea (Spinach) and Lactuca Sativa (Lettuce). Indoor plant growing chambers and three …

Low-cost Soil Moisture and EC Sensor Design for Soil Salinity Assessment

VK Bodasingi, B Rao, HK Pillai - 2023 19th IEEE International …, 2023 - ieeexplore.ieee.org
Soil salinization is one of the major land degradation problems affecting about 932 million
hectares (Mha) in the World, and about 6.74 Mha in India. Since soil salinization affects the …