Search Results - "Palaparthy, Vinay"
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Soil Sensors-Based Prediction System for Plant Diseases Using Exploratory Data Analysis and Machine Learning
Published in IEEE sensors journal (15-08-2021)“…Plant diseases cause losses to agricultural production and hence, the economy. This necessitates a need to develop prediction models for the plant disease…”
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Electrochemical synthesis of graphene quantum dots from graphene oxide at room temperature and its soil moisture sensing properties
Published in Carbon (New York) (15-09-2020)“…Graphene quantum dots (GQDs) the quantum dot variety of graphene represent a new group of quantum dots with exciting properties. Herein we report the…”
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3
Field Evaluation of Smart Sensor System for Plant Disease Prediction Using LSTM Network
Published in IEEE sensors journal (15-02-2022)“…Leaf wetness duration (LWD), soil moisture, soil temperature, ambient temperature, and relative humidity information are the essential factors that leads to…”
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4
An in-field integrated capacitive sensor for rapid detection and quantification of soil moisture
Published in Sensors and actuators. B, Chemical (15-10-2020)“…[Display omitted] •Presents capacitive sensor on micro-fabricated Si substrate to sense soil moisture.•Sensing demonstrated in three different soil groups with…”
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Graphene quantum dot soil moisture sensor
Published in Sensors and actuators. B, Chemical (05-10-2016)“…A soil sensor to measure moisture content in soil is fabricated and described. The sensor is based on graphene quantum dots (GQDs) and is highly sensitive. The…”
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IoT Enabled, Leaf Wetness Sensor on the Flexible Substrates for In-Situ Plant Disease Management
Published in IEEE sensors journal (01-09-2021)“…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…”
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Institution of Metal–Organic Frameworks as a Highly Sensitive and Selective Layer In-Field Integrated Soil-Moisture Capacitive Sensor
Published in ACS applied materials & interfaces (01-02-2023)“…The ongoing global industrialization along with the notable world population growth is projected to challenge the global environment as well as pose greater…”
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8
Improved Estimation of Leaf Wetness Duration using Deep Learning based Time-Resolution Technique
Published in IEEE sensors journal (15-12-2022)“…Plant diseases are one of the leading causes of loss of crops. Monitoring the plant growth conditions could help prevent the spread of diseases and ensure…”
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Identifying the Source of Water on Plant Using the Leaf Wetness Sensor and via Deep Learning-Based Ensemble Method
Published in IEEE sensors journal (01-03-2024)“…Plant disease detection and management is one of the pivotal areas in the agriculture sector, which needs attention to abate crop loss. The recent trends in…”
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10
Highly sensitive hierarchical MoS2 nanoflowers for in-situ soil moisture sensing
Published in Sensors and actuators. B, Chemical (01-12-2022)“…In this work, we explored hierarchical MoS2 nanomaterials for soil moisture sensing (SMS) and tested their efficacy considering the operational aspects of the…”
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Attention-Based Multi-Input Multi-Output Neural Network for Plant Disease Prediction Using Multisensor System
Published in IEEE sensors journal (15-12-2022)“…Disease detection and prevention in plants are crucial for generating healthy crops and securing the livelihood of farmers. Leaf wetness duration (LWD),…”
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12
Compensation of temperature effects for in-situ soil moisture measurement by DPHP sensors
Published in Computers and electronics in agriculture (01-09-2017)“…•Low power DPHP sensor is fabricated.•A simple approach for the temperature compensation in DPHP sensors.•Soil temperature is measured using the DPHP…”
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13
A low-power, low-cost soil-moisture sensor using dual-probe heat-pulse technique
Published in Sensors and actuators. A. Physical. (01-09-2015)“…•Integrated low-power and low-cost dual-probe heat-pulse (DPHP) soil-moisture sensor is designed and fabricated.•Supply voltage of 3.3V is given to the heater…”
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14
Effect of spatial variations and desiccation cracks on the DPHP and MPHP sensors
Published in Sensors and actuators. A. Physical. (15-08-2018)“…•Effect of field related issues (spatial variation and cracks in the soil) on the heat pulse soil moisture sensors.•Low power multi-probe heat pulse…”
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15
Graphene Oxide Array for In-Depth Soil Moisture Sensing toward Optimized Irrigation
Published in ACS applied electronic materials (22-12-2020)“…A capacitive approach is employed to find moisture of the soil at various depths (4.5–20 cm). The sensor probe having dimensions 22 × 4 × 0.5 cm3, embedded…”
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16
Fractional Derivative Based TVD Smoothening and Baseline Correction for Extracting Leaf Wetness Duration From LW Sensor: A Novel Approach
Published in IEEE sensors letters (01-12-2023)“…One of the driving factors leading to the modernization in the agriculture sector is the era of sensors-driven technologies. Annually, as reported by the…”
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17
Investigating an Impact of Leaf Bending Radius and Angle for Flexible Leaf Wetness Sensor
Published in IEEE sensors letters (01-03-2024)“…It is pivotal to monitor and examine the plant disease during in situ measurements to abate the crop loss. For this purpose, leaf wetness sensors (LWS) are…”
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Experimental Investigation of Leaf Wetness Sensing Properties of MoS2 Nanoflowers-Based Flexible Leaf Wetness Sensor
Published in IEEE sensors letters (01-02-2023)“…To abate crop loss, it is important to explore the plant disease management systems, where leaf wetness sensors (LWS) are widely used. The leaf wetness…”
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Environmental and Soil Parameters for Germination of Leaf Spot Disease in the Groundnut Plant Using IoT-Enabled Sensor System
Published in IEEE sensors letters (01-12-2023)“…Groundnut cultivation faces persistent challenges from leaf spot disease, which affects crop yield and quality. This letter investigates the influence of…”
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Molybdenum trioxide (MoO3) Capacitive Soil Moisture Microsensor for In-situ Agriculture Applications: Measurement Studies and Temperature Effects
Published in 2019 IEEE SENSORS (01-10-2019)“…The soil moisture sensor is of utmost importance in agriculture due to issues including water conservation and disease prediction. This work presents the…”
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