Monitoring of Hydroponics Plant and Prediction of Leaf Disease using IOT

V Deepika, A Kalaiselvi… - … on Advancements in …, 2021 - ieeexplore.ieee.org
… This paper proposed a frame work for monitoring the hydroponic plants. The framework
effectively monitors and updates the important information such as the temperature, humidity, pH …

Low-power deep learning model for plant disease detection for smart-hydroponics using knowledge distillation techniques

A Musa, M Hassan, M Hamada, F Aliyu - Journal of Low Power …, 2022 - mdpi.com
plant disease detection models leverage computer vision capability and come up with a model
that can diagnose plant diseases by scanning plant leaves. … of plant leaves obtained from …

An intelligent plant dissease detection system for smart hydroponic using convolutional neural network

A Musa, M Hamada, FM Aliyu… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
… DCNN model was used in the system to classify plant disease from images of plant leaves,
the system was trained on a dataset of 54,309 instances containing 38 different classes of …

Systemic resistance against Sphaerotheca fuliginea in cucumber plants exposed to phosphate in hydroponics system, and its control by foliar spray of mono …

R Reuveni, G Dor, M Raviv, M Reuveni, S Tuzun - Crop Protection, 2000 - Elsevier
leaves, applied on the inoculation date, inhibited disease development in plants exposed to
5 ppm of P in the hydroponics … This was expressed by reductions in infected leaf area (Fig. 3) …

[HTML][HTML] Detection of abnormal hydroponic lettuce leaves based on image processing and machine learning

R Yang, Z Wu, W Fang, H Zhang, W Wang, L Fu… - Information Processing …, 2023 - Elsevier
… of these leaves is that hydroponic lettuce is parasitized by several plant pathogens which …
been applied in detecting crop diseases on leaves that similar to yellow and rotten leaves on …

[HTML][HTML] Effects of low pH of hydroponic nutrient solution on plant growth, nutrient uptake, and root rot disease incidence of basil (Ocimum basilicum L.)

DP Gillespie, C Kubota, SA Miller - HortScience, 2020 - journals.ashs.org
… to “hydroponics” as liquid culture (ie, growing plants without major use of aggregate medium).
Leafy greens and herbs are typically grown hydroponically … of the plant leaf tissue under …

Organic hydroponics induces systemic resistance against the air-borne pathogen, Botrytis cinerea (gray mould)

YD Chinta, Y Eguchi, A Widiastuti… - Journal of plant …, 2015 - Taylor & Francis
… that organic hydroponics control soil-borne disease in lettuce … leaves of different hydroponic
systems. SA and SAG amounts were measured as ng g −1 FW of five-week old lettuce leaves

[PDF][PDF] Fusarium oxysporum (F221-B) as Biocontrol Agent against Plant Pathogenic Fungi in Vitro and in Hydroponics.

T Thongkamngam… - Plant Protection …, 2017 - pps.agriculturejournals.cz
hydroponics in Thailand (Thongkamngam et al. 2012). Effective control methods against the
Fusarium disease of plants in hydroponics … basal leaves as well as stunting and plant death. …

[PDF][PDF] Spectral quality affects disease development of three pathogens on hydroponically grown plants

AC Schuerger, CS Brown - HortScience, 1997 - researchgate.net
… fuliginea on cucumber plants were largest on leaves grown under the MH lamp (… The
objective of our study was to test whether LEDs could be used to suppress plant diseases caused …

[PDF][PDF] Bacterial assessment on leaves of green vegetable grown on hydroponics and its possible health risks

MS Karlo Malavé Llamas - Journal of Agriculture and Environmental …, 2015 - academia.edu
… In this study we analyzed irrigation water and leaf samples … Two hydroponic agricultural
facilities in Puerto Rico where … faecalis as the most important disease causing organism in our …