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Artykuły w czasopismach na temat „Plants growth monitoring”

Autor: Grafiati
Data publikacji: 2 czerwca 2025
Data aktualizacji: 31 lipca 2025

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1

Berlinger, M. J., Beke Lok-Van Dijk, R. Dahan, S. Lebiush-Mordechai, and R. A. J. Taylor. "Indicator Plants for Monitoring Pest Population Growth." Annals of the Entomological Society of America 89, no. 5 (1996): 611–22. http://dx.doi.org/10.1093/aesa/89.5.611.

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admin, admin, Deepak S. Dharrao, Kapil Joshi, et al. "IoT-Enabled monitoring system for Plant Health Growth." Journal of Cybersecurity and Information Management 14, no. 1 (2025): 252–59. https://doi.org/10.54216/jisiot.140219.

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In current scenario, plant health monitoring plays a crucial role in effective health maintenance of plants in climate changes. Internet of Things (IoT) played an efficient role in realizing the remote and real-time monitoring of any physical things and activities through internet connectivity. In this study we have proposed a system that is able to monitor the plant health with the assimilation of wireless sensors and wireless network. The proposed system is able to log the sensor values on the plants on the cloud server through internet connectivity.
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Marcheriz, Isnan Nugraha, and Endah Fitriani. "Design of IoT-Based Tomato Plant Growth Monitoring System in The Yard." SinkrOn 8, no. 2 (2023): 762–70. http://dx.doi.org/10.33395/sinkron.v8i2.12226.

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The development of tomato plants to produce good fruit cannot be separated from environmental factors that affect their growth and development of tomato plants. These factors include soil moisture, soil pH, temperature, or the amount of light received by tomato plants. The need for water in tomato plants is also very important for their continued growth. Monitoring the development of tomato plants in home gardens based on IoT (Internet of Things) is a monitoring system that utilizes IoT technology to collect, transmit, and analyze data about tomato plants in real-time. In this system, sensors
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Mulla, Mohd Muazzam. "Automatic Water Dispensing System for Plants." International Journal for Research in Applied Science and Engineering Technology 13, no. 3 (2025): 3209–13. https://doi.org/10.22214/ijraset.2025.68078.

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Agriculture can be transformed into smart agriculture due to the advanced wireless network and the Internet of Things (IoT). As the human population increases, so does the demand for crops. With real-time monitoring, a smart agriculture system’s awareness of soil moisture measurement, humidity, and environmental temperature will increase food security. In addition, smart agriculture can increase crop yield, reduce water waste, and boost productivity. In light of this, this study proposes smart agriculture, which employs sensor-based monitoring in real-time without human intervention. Users hav
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Puri, Bhuvan. "IoT and AI-based Plant Monitoring System." International Journal of Machine Learning and Networked Collaborative Engineering 04, no. 03 (2020): 135–42. http://dx.doi.org/10.30991/ijmlnce.2020v04i03.005.

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Plants plays a vital role in the environment because it provides the health support through absorbing the carbon dioxide and releasing the oxygen to the atmosphere. Although, it required to maintain the proper plant growth and health as well as provide the appropriate monitoring. To overcome these concerns, an Artificial Intelligence (AI) and Internet of Things (IoT) based solution is proposed to monitor the plant’s growth and health. This study demonstrates the real-time monitoring of the plants via environmental sensors such as DHT 11 and soil moisture sensors. Real-time values stored in the
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Husin, Nor Maizatul Mona, Norazlin Ibrahim, and Hanisah Salam. "Development of Plant Growth Monitoring in Hydroponic Using Image Processing." Semarak International Journal of Agriculture, Forestry and Fisheries 4, no. 1 (2025): 46–58. https://doi.org/10.37934/sijaff.4.1.4658b.

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Hydroponics is a growing trend in agriculture in Asian countries. Ensure that the plant receives the proper concentration of nutrients solution, air temperature, light, and humidity for healthy plant grow. Lack of one of these factors may cause plants to be stunted and the production of crops to fail. The experiment conducted at two different places for environmental manipulation thus the plant growth observed. Direct measurement of plant growth usually destructive and can cause partial or whole plant damage. Image processing can be used to create an automated system for monitoring plant growt
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Banke, Vedant. "IoT Enabled Plant Monitoring System." International Journal for Research in Applied Science and Engineering Technology 12, no. 4 (2024): 3247–50. http://dx.doi.org/10.22214/ijraset.2024.60455.

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Abstract: As due to tremendous growth in the field of IOT, this technology has became easier to use & implement.In this paper we have proposed a simple solution based on plant monitoring system. Plant Monitoring System is a crucial task for the betterment growth of the plants. In thisall the parameters which are required like soil moisture content, temperature, humidity are all the essential parameters which should be maintained and controlled to its utmost level.
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Khujamatov, H. E., and T. K. Toshtemirov. "IoT AIDED MONITORING SYSTEM FOR AGRICULTURAL 4.0." Journal of Science and Innovative Development 5, no. 2 (2022): 152–59. http://dx.doi.org/10.36522/2181-9637-2022-2-16.

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Agriculture is becoming one of the most important sectors of the world economy. Smart technologies help the agro sector to enter confidently the digital era and optimize processes qualitatively. This will ensure efficient use of natural resources. The use of the IoT (Internet of Things) system will increase agricultural productivity, improve quality, increase crop yields, as well as it will ensure food security. The use of sensors in agriculture is an important step in creating an intellectual farm. They provide a realtime data on condition of objects in tens of square kilometres, particularly
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Awang Ahmad, Zahari, Tan Sie Chow, Mohamad Akmal Muhammad Asmawi, Abu Hassan Abdullah, and Ping Jack Soh. "Durian plant health and growth monitoring using image processing." Bulletin of Electrical Engineering and Informatics 14, no. 3 (2025): 1925–37. https://doi.org/10.11591/eei.v14i3.8550.

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The demand for durians has increased considerably, gaining significant popularity in the market. Under the Industrial Revolution 4.0, precision agriculture is expanding globally, utilizing a range of digital technologies to provide the farming industry with crucial information for enhancing farm productivity. For durians to produce high-quality fruit, it is essential that the plants receive sufficient nutrients. Therefore, it is crucial for farmers to monitor the growth rate of durian plants to ensure they receive suitable nutrients for optimum growth. Manual growth monitoring often yields ina
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10

Матохина, А. В., and В. В. Тищенко. "ANALYSIS OF PLANTS’ GROWTH USING COMPUTER VISION METHODS." Proceedings in Cybernetics 22, no. 1 (2023): 29–35. http://dx.doi.org/10.35266/1999-7604-2023-1-29-35.

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The study describes the development of a service for monitoring plants’ growth in an indoor greenhouse using computer vision models, visual data collection with the esp32-cam card, the OV5640 camera, and the YOLO v4 detection model for extracting individual plants from the images. The plants tracking was performed by the DeepSORT library. The study determined the age of plants according to their type in order to identify their growth rate and notify the user when the parameters achieved. The computer vision methods are implemented through the TensorFlow 2 framework, with 99 % of classification
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Fernández, Miguel Ángel Fernández, Juan Luis Carús Candás, Pablo Barredo Gil, Antonio Miranda de la Torre, and Gabriel Díaz Orueta. "An Industry 4.0 Approach for Photovoltaic Plants Monitoring." Proceedings 2, no. 23 (2018): 1409. http://dx.doi.org/10.3390/proceedings2231409.

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The exploitation of photovoltaic energy has experienced a great growth worldwide in recent years. Photovoltaic installations are characterized by the presence of a large number of devices and elements. This situation makes the operation and performance of a photovoltaic installation dependent of a large number of parameters and variables. Moreover, due to the size of some photovoltaic installations, a high volume of heterogeneous data is produced. Traditional approaches cannot tackle with such a huge amount of generated data. Through the adoption of a software architecture based on Industry 4.
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Aeberli, Aaron, Stuart Phinn, Kasper Johansen, Andrew Robson, and David W. Lamb. "Characterisation of Banana Plant Growth Using High-Spatiotemporal-Resolution Multispectral UAV Imagery." Remote Sensing 15, no. 3 (2023): 679. http://dx.doi.org/10.3390/rs15030679.

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The determination of key phenological growth stages of banana plantations, such as flower emergence and plant establishment, is difficult due to the asynchronous growth habit of banana plants. Identifying phenological events assists growers in determining plant maturity, and harvest timing and guides the application of time-specific crop inputs. Currently, phenological monitoring requires repeated manual observations of individual plants’ growth stages, which is highly laborious, time-inefficient, and requires the handling and integration of large field-based data sets. The ability of growers
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13

van der Waarde, J., J. Krooneman, B. Geurkink, et al. "Molecular monitoring of bulking sludge in industrial wastewater treatment plants." Water Science and Technology 46, no. 1-2 (2002): 551–58. http://dx.doi.org/10.2166/wst.2002.0533.

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Fluorescent In Situ Hybridisation (FISH) was used to monitor the presence of filamentous microorganisms in industrial wastewater treatment plants (WWTPs). Monitoring with a restricted set of FISH probes in WWTPs from potato industry showed growth and decline of Thiothrix populations that could be linked to operational procedures. In a follow up project new FISH probes were developed for filamentous bacteria in industrial WWTPs and 70 WWTPs were analysed for presence of these filaments. Several newly described species of filamentous bacteria appear to be common and dominant in industrial WWTPs.
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14

Trihandoyo, Agus, and Nadia Rahmadina Aristawati. "Designing Plant Monitoring System Using Arduino." International Conference On Research And Development (ICORAD) 2, no. 1 (2023): 71–80. http://dx.doi.org/10.47841/icorad.v1i2.84.

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Plants, crops, and flowers are living organisms that contribute to the productivity and beauty of our planet. They require a healthy habitat that provides adequate light, air, temperature, water, and nutrients for optimal growth. However, many plants are unable to adjust to extreme changes in their environment, which can negatively impact their growth. Ensuring that plants have the proper habitat is essential for their well-being and success. Additionally, in times of water scarcity, it is important to use available water efficiently. To address this issue, an efficient automation system must
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15

Nurhasan, Usman, Arief Prasetyo, Gilang Lazuardi, Erfan Rohadi, and Hendra Pradibta. "Implementation IoT in System Monitoring Hydroponic Plant Water Circulation and Control." International Journal of Engineering & Technology 7, no. 4.44 (2018): 122. http://dx.doi.org/10.14419/ijet.v7i4.44.26965.

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Hydroponics is the cultivation of plants by utilizing water without using soil by emphasizing the fulfillment of nutritional needs for plants. Deep Flow Technic (DFT) is a type of hydroponics that implements a continuous flow of nutrients and there is a pool of half of the diameter of the pipe that inundates the roots of the plant. A common obstacle experienced by DFT is the lack of maintenance of plant growth elements such as water circulation, light intensity, temperature, humidity and pH of the water which causes these plants not to grow optimally. Then it is necessary to monitor and contro
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Eka Putri, Renny, Winda Fauzia, and Dinah Cherie. "Monitoring and Control System Development on IoT-Based Aeroponic Growth of Pakcoy (Brassica rapa L.)." Jurnal Keteknikan Pertanian 11, no. 2 (2023): 222–39. http://dx.doi.org/10.19028/jtep.011.2.222-239.

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 One of the methods that can be used by Indonesian people in urban farming is the Aeroponic method of planting plants. The aeroponic method has a faster nutrient delivery speed than hydroponics and normal plant cultivation. The main objective of this study was to design an aeroponic monitoring and control system for Pakcoy (Brassica rapa. L) using the blynk application as an interface for remote control. The control system used is NodeMCU V3, DHT22 sensor, HC-SR04 ultrasonic sensor and TDS sensor. Plants in the system use a container box measuring 110 cm x 80 cm with
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17

C N, Asha, Sheetal N, Divya G G, and Chandhini Kumari Arpitha M R. "Smart Hydroponic System for Petroselinum Crispum Growth Monitoring with Nutrition Automation." IRO Journal on Sustainable Wireless Systems 6, no. 4 (2025): 342–52. https://doi.org/10.36548/jsws.2024.4.005.

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Hydroponics is a technique of growing plants using a water-based nutrient solution rather than soil and is well suited for small farmers, hobbyists, and commercial enterprises. It involves growing plants in a nutrient solution with or without a soilless substrate for physical support. A hydroponic system is an essential component of a plant factory. By using fewer resources, hydroponics is seen as a more sustainable option than traditional agriculture. This proposed study aims to provide a brief overview of hydroponic systems based on existing research and suggest an approach to enhance real-t
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18

Varughese, Indu Reena. "Automation in Monitoring of Hydroponics for Tomato." International Journal for Research in Applied Science and Engineering Technology 9, no. VI (2021): 761–65. http://dx.doi.org/10.22214/ijraset.2021.36384.

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Nowadays, as the population is increasing widely, it becomes necessary for the cultivation of plants without the utilization of many land resources. There are different types of soil present on earth and different crops need different types of soils. Due to scarcity of water, it becomes difficult for the farmers to cultivate crops on land which requires a lot of water. With a hydroponic system in which the farmer has more control over plant growth, can get very high yields. In conventional methods, farmers need to monitor as well as manually control the parameters required for the efficient gr
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NAYANA,, A. M., ABHISHEK K M,, ANUSHA T S,, TARUN KUMAR D, and BHOOMIKA N. "IoT Based Greenhouse Monitoring System." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 04 (2025): 1–9. https://doi.org/10.55041/ijsrem43654.

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Greenhouses are controlled area environment to grow plants. As the limitation of existing greenhouse plants is that it is not operated automatically and has to be operated manually with different records. In order to achieve the optimum growth of plants, the continuous monitoring and controlling of environmental parameters such as temperature, humidity, soil moisture, light intensity etc. are necessary for our greenhouse system. This paper demonstrates a checking and control system for nursery through Internet of Things (IOT). The system will screen the undeniable common conditions, for instan
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20

Wu, Hai, Li Guo Tian, Shan Hu, Zhi Liang Chen, and Meng Li. "Detection System on Weak Electrical Signal in Plants." Applied Mechanics and Materials 427-429 (September 2013): 2037–40. http://dx.doi.org/10.4028/www.scientific.net/amm.427-429.2037.

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To achieve the accurate extraction and characteristics analysis of electrical signal in plants, the system was developed for detecting and extracting weak electrical signal in plants. As experimental platform for the extraction and detection of plants electric signal, training experiment system on the growth of plants, had done the experiments of extraction and feature analysis on plants electric signal by it, described in detail the extraction and analysis process of plants electrical signal, and also discussed the methods of anti-interference process for the system. The system construction i
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K Hemalatha, L G Likitha, N Sireesha, and A Usharani. "An IoT Based Interface for the Smart Watering of Plants using Soil Moisture Sensor." IRO Journal on Sustainable Wireless Systems 5, no. 2 (2023): 175–82. http://dx.doi.org/10.36548/jsws.2023.2.008.

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Water plays a significant role in the growth of plants. Under watering and Over watering of plants may slow down the transpiration and photosynthesis processes. Hence proper watering is essential for the better growth of the plant. Internet of Things (IoT) provides the solution to the proper watering of plants. Hence, this study has developed an interface using soil moisture sensor and Ardunio for the monitoring of soil moisture of the plants, which help to water the plants properly. Based on the moisture data captured from the soil moisture sensor watering suggestions can be provided for the
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Cahyono, Dwi Yoza, and Tholib Hariono. "MONITORING KONDISI TANAMAN HIDROPONIK DALAM BENTUK CITRA MELALUI IOT DENGAN MODUL ESP 32 CAM." Exact Papers in Compilation (EPiC) 3, no. 1 (2021): 453–58. http://dx.doi.org/10.32764/epic.v3i1.583.

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Hydroponics is defined as the cultivation of plants without soil media. The origin of the word hydroponics is from the word hydro which means water and ponus which means power. Usually, the hydroponic system is carried out in a greenhouse due to certain factors such as an ecosystem that is easier to control, and limited land, and so on. plant growth should be monitored remotely, it is necessary to add a camera for optimization of growth monitoring, in addition to knowing the quality of plants or plants can be analyzed automatically with (RGB) good leaves and wilted leaves. This system consists
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Utama, Ida Bagus Krishna Yoga, Radityo Fajar Pamungkas, Muhammad Miftah Faridh, and Yeong Min Jang. "Intelligent IoT Platform for Multiple PV Plant Monitoring." Sensors 23, no. 15 (2023): 6674. http://dx.doi.org/10.3390/s23156674.

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Due to the accelerated growth of the PV plant industry, multiple PV plants are being constructed in various locations. It is difficult to operate and maintain multiple PV plants in diverse locations. Consequently, a method for monitoring multiple PV plants on a single platform is required to satisfy the current industrial demand for monitoring multiple PV plants on a single platform. This work proposes a method to perform multiple PV plant monitoring using an IoT platform. Next-day power generation prediction and real-time anomaly detection are also proposed to enhance the developed IoT platfo
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Supriatna, Haris, Titi Widaretna, and Jajat Sudrajat. "Sistem Monitoring Tanaman Cabai untuk Meningkatkan Hasil Panen." JURNAL COMPUTECH & BISNIS 16, no. 2 (2022): 105–11. http://dx.doi.org/10.56447/jcb.v16i2.8.

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A chili plant monitoring system has been created to increase crop yields, this system monitors soil pH and soil moisture in order to increase the growth of chili plants so that the yield obtained is maximum. This system uses Arduino UNO as its microcontroller with output in the form of automatic plant watering and automatic fertilizer. Important variables to support plant growth are soil moisture, soil pH, and the right watering time and duration. Measurement of soil pH and soil moisture is carried out using soil moisture sensor and soil pH sensor. While the output produced from the water pump
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Dr.R.M.S.Parvathi, R.Sathishkumar, V.Sujitha, and S.Praveenkumar. "IOT BASED SMART TEMPERATURE SENSOR FOR HOME BALCONY GARDEN." International Journal for Science and Advance Research In Technology 9, no. 5 (2023): 1–5. https://doi.org/10.5281/zenodo.7896002.

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In an agricultural country like India a lot of people will work with green thumb in mind. Most of the people loves to grow plants at home, but due to their work schedule they won’t often take care of plants. The only solution to this problem is smart monitoring of the plant growth by modernizing the current traditional methods of gardening. Hence the proposed system targets at smart way of monitoring the plant growth using automation and IoT technologies. Internet of things (IoT) provides various applications for crop growth and monitoring the growth conditions. Main theme of this projec
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Kitaya, Yoshiaki, Noboru Ikeda, Ryosuke Endo, and Toshio Shibuya. "A Simple Method for Estimating Stomatal Aperture from Temperature Measurements on Intact Leaves and Wet and Dry Artificial Reference Leaves." AgriEngineering 6, no. 2 (2024): 1335–48. http://dx.doi.org/10.3390/agriengineering6020077.

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Environmental control in greenhouse horticulture is essential for providing optimal conditions for plant growth and achieving greater productivity and quality. To develop appropriate environmental management practices for greenhouse horticulture through sensing technologies for monitoring the environmental stress responses of plants in real time, we evaluated the relative value of the stomatal opening to develop a technology that continuously monitors stomatal aperture to determine the moisture status of plants. When plants suffer from water stress, the stomatal conductance of leaves decreases
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Q. Khan, Umer. "Monitoring the Growth and Development of Cotton Plants Using Main Stem Node Counts." Asian Journal of Plant Sciences 2, no. 8 (2003): 593–96. http://dx.doi.org/10.3923/ajps.2003.593.596.

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Mochida, Keiichi, Ryuei Nishii, and Takashi Hirayama. "Decoding Plant–Environment Interactions That Influence Crop Agronomic Traits." Plant and Cell Physiology 61, no. 8 (2020): 1408–18. http://dx.doi.org/10.1093/pcp/pcaa064.

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Abstract To ensure food security in the face of increasing global demand due to population growth and progressive urbanization, it will be crucial to integrate emerging technologies in multiple disciplines to accelerate overall throughput of gene discovery and crop breeding. Plant agronomic traits often appear during the plants’ later growth stages due to the cumulative effects of their lifetime interactions with the environment. Therefore, decoding plant–environment interactions by elucidating plants’ temporal physiological responses to environmental changes throughout their lifespans will fa
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Rantelobo, K., H. J. F. Lami, A. Sampeallo, C. Y. Solet, B. Bernandus, and A. C. Louk. "Video Transmission in Plant Growth Monitoring Systems Using IoT." IOP Conference Series: Earth and Environmental Science 1482, no. 1 (2025): 012025. https://doi.org/10.1088/1755-1315/1482/1/012025.

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Abstract This research focuses on video transmission analysis for plant growth monitoring using IoT (Internet of Things) technology. It contributes to videobased analysis of plant changes and growth using a frame-by-frame basis. The study introduces a novel IoT-based approach for monitoring land spinach plant growth (Kale - Ipomea Reptans Poir), utilizing ESP32-CAM combined with ImageJ software. The system provides a cost-effective, real-time solution for measuring plant leaf area, addressing the limitations of manual methods and expensive alternatives. This approach enhances agricultural moni
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Hu, Shan, Shi Gang Cui, Hui Wang, and Li Yun Shen. "Multi-Parameter Monitoring System Design of Modern Facility Agriculture." Advanced Materials Research 468-471 (February 2012): 1527–31. http://dx.doi.org/10.4028/www.scientific.net/amr.468-471.1527.

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According to the request of the facility agriculture, the parameters acquisition system is designed, into which the temperature, humidity, CO2 concentration and illumination have been integrated. The light source control system for adjusting LED spectrum is designed together with relation of the plants and LED optic character, used as the supplementary lighting source of plant environment. The monitoring system replaces of traditional manual monitoring mode, so the automation has been improved greatly. Based on the different plants, different LED spectrum is employed to irradiate the plants, w
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Abdul Rani, Abdul Ismail, Bryan Jong Li Zhe, Nur’ain Farhah Suhardi, et al. "Integrated Vertical Aquaponics Monitoring System using Hibiscus Sense with Favoriot Platform." Journal of Advanced Research in Applied Mechanics 135, no. 1 (2025): 97–105. https://doi.org/10.37934/aram.135.1.97105.

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Aquaponics combines aquaculture and hydroponics, where fish and aquatic animals are grown in conjunction with soil-less plant cultivation in a circulated environment. Vertical aquaponics typically utilizes the nutrient film technique (NFT) method, employing pipes to continuously stream water to each channel, providing nutrients, water, and oxygen to the plants. This project aims to develop a real-time monitoring system for the vertical aquaponics setup, using Hibiscus Sense along with Arduino Mega to measure pH, total dissolved solids (TDS), and water temperature to establish the optimal condi
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Abdul Rani, Abdul Ismail, Bryan Li Zhe Jong, Nur’ain Farhah Suhardi, et al. "Integrated Vertical Aquaponics Monitoring System using Hibiscus Sense with Favoriot Platform." Journal of Advanced Research Design 135, no. 1 (2025): 77–87. https://doi.org/10.37934/ard.135.1.7787.

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Aquaponics combines aquaculture and hydroponics, where fish and aquatic animals are grown in conjunction with soil-less plant cultivation in a circulated environment. Vertical aquaponics typically utilizes the nutrient film technique (NFT) method, employing pipes to continuously stream water to each channel, providing nutrients, water and oxygen to the plants. This project aims to develop a real-time monitoring system for the vertical aquaponics setup, using Hibiscus Sense along with Arduino Mega to measure pH, total dissolved solids (TDS) and water temperature to establish the optimal conditi
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Abd Halim, Amirul Amin, Roslina Mohamad, Farah Yasmin Abdul Rahman, Harlisya Harun, and Nuzli Mohamad Anas. "IoT based smart irrigation, control, and monitoring system for chilli plants using NodeMCU-ESP8266." Bulletin of Electrical Engineering and Informatics 12, no. 5 (2023): 3053–60. http://dx.doi.org/10.11591/eei.v12i5.5266.

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Traditionally, chilli plant irrigation relies solely on rainwater, which leads to uncontrolled and excessive water consumption and, in turn, unhealthy growth. Furthermore, existing cultivation systems lack systematic control and monitoring to sustain efficient crop growth. Much effort has been put into developing plant irrigation control and monitoring systems in recent decades, resulting in significant technological advancements in the agricultural sector. This paper describes the development of an internet of things-based irrigation control and monitoring system testbed for a chilli plantati
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Asy'ari, Muhammad Zacky, Julius Felix Chrysdi Aten, and Dimas Prasetyo. "Growth predictions of lettuce in hydroponic farm using autoregressive integrated moving average model." Bulletin of Electrical Engineering and Informatics 12, no. 6 (2023): 3562–70. http://dx.doi.org/10.11591/eei.v12i6.4820.

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Hydroponic farming techniques can grow plants faster when intensive monitoring is carried out. However, sometimes proper monitoring does not occur, which causes some plants not to grow as expected. This research uses a sensor to measure a parameter that affects the growth of the hydroponic plants and uses a camera to take pictures periodically to measure daily growth. The research presented in this article is to build a model and forecasting plant growth in hydroponics farming using a time series approach. This paper demonstrated that the historical data on lettuce growth could be used to pred
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Mollica, A., and P. Cristiani. "On-line biofilm monitoring by "BIOX" electrochemical probe." Water Science and Technology 47, no. 5 (2003): 45–49. http://dx.doi.org/10.2166/wst.2003.0277.

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The innovative electrochemical monitoring probe (BIOX) recently developed to improve the antifouling treatments of cooling systems in industrial plants is presented. On the basis of the good results obtained from applications on marine sites, some research has been started to validate this technique in biofilm growth and prevention of microbial corrosion in fresh and drinking waters.
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Radita Febrianti, Ridwan Siskandar, and Dwi Yulinar Chairunisa. "Quality Otomation System and monitoring of Bok Choy (Brassica chinensis L.) in Hydroponic Greenhouses based on Fuzzy Logic using Arduino Uno." Agrifarm: Jurnal Ilmu Pertanian 12, no. 1 (2023): 18–31. http://dx.doi.org/10.24903/ajip.v12i1.2221.

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Hydroponic greenhouses is a form of maintenance optimal plants with minimal water use. However, growing plants in this environment requires careful monitoring and control of various parameters such as pH and nutrient availability. In this study we used NFT Hydroponics (Nutrient Film Technique) a soilless plant cultivation technique that uses nutrient solutions flowing in shallow channels under plant roots. This method allows efficient and optimal plant growth with less use of water and nutrients compared to conventional cultivation. 
 The pakcoy quality monitoring system in this hydroponi
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Berezhnoy, Vladislav A., Olga A. Ivashchuk, Yuriy N. Maslakov, Vyacheslav I. Fedorov, and Vladimir M. Yacenko. "Approaches for Automated Monitoring and Evaluation of In Vitro Plant’s Morphometric Parameters." Journal of Computational and Theoretical Nanoscience 17, no. 9 (2020): 4725–32. http://dx.doi.org/10.1166/jctn.2020.9368.

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The article discusses approaches to solving the problem of precise and objective registration and assessment of In Vitro plant’s morphometric parameters. Evaluating the impact of different nutrient media composition at different stages of plant development can help to choose the right nutrient medium and get high-quality virus-free planting material. The process of manual measurements of plant growth parameters violates the microclimate formed for optimal plant development, assumes inaccuracies due to the influence of the human factor and requires processing large volumes of heterogeneous data
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Cho, Woo-Jae, Hak-Jin Kim, Dae Hyun Jung, Dong-Wook Kim, Yoon-Hong Yi, and Gyu-jin Jang. "Variable-Rate Fertigation Control for Hydroponics Using an On-The-Go Transpiration Monitoring System." Journal of the ASABE 65, no. 3 (2022): 515–30. http://dx.doi.org/10.13031/ja.14832.

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HighlightsAn on-the-go monitoring system was developed for assessing spatial and temporal variations in crop growth.The system was used to realize real-time transpiration estimation for lettuce growth.A variable-rate fertigation system was developed based on on-the-go transpiration monitoring.The variable-rate fertigation system was validated in controlled-environment cultivation of hydroponic lettuce.Abstract. Variable-rate fertigation, as a key component of hydroponic cultivation, ensures the sustainable use of water. However, this fertigation method is challenging to implement because of th
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Del Stabile, Filippo, Vittoria Marsili, Luca Forti, and Laura Arru. "Is There a Role for Sound in Plants?" Plants 11, no. 18 (2022): 2391. http://dx.doi.org/10.3390/plants11182391.

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Plants have long been considered passive, static, and unchanging organisms, but this view is finally changing. More and more knowledge is showing that plants are aware of their surroundings, and they respond to a surprising variety of stimuli by modifying their growth and development. Plants extensively communicate with the world around them, above and below ground. Although communication through mycorrhizal networks and Volatile Organic Compounds has been known for a long time, acoustic perception and communication are somehow a final frontier of research. Perhaps surprisingly, plants not onl
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Satriorini, Magnolia Gina Ro'fataka, Raden Sumiharto, and Roghib Muhammad Hujja. "Sistem Pemantauan Pertumbuhan Anggrek Berdasarkan Pengolahan Citra Digital." IJEIS (Indonesian Journal of Electronics and Instrumentation Systems) 12, no. 2 (2022): 203. http://dx.doi.org/10.22146/ijeis.77893.

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Growth monitoring and plant protectionis the major aspect of horticulture because its productivity depends on the health of the plants. Manual direct measurement methods tend to be destructive towards observed plants. In this research, a smart non-contact growth monitoring system was implemented on a chamber with orchid plants asthe objectsobserved. The images of the orchids were taken and became the input of the system to be processed to estimate the height of the plants.The contour of the orchid plant as the object was obtained and the height was calculated based on the highest and the lowes
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Galina, Mia, Cutifa Safitri, Iksan Bukhori, Arthur Silitonga, and Antonius Suhartomo. "An implementation of smart agriculture for optimizing growth using sonic bloom and IoT integrated." JURNAL INFOTEL 14, no. 1 (2022): 65–74. http://dx.doi.org/10.20895/infotel.v14i1.725.

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This paper proposes the implementation of IoT-based agriculture monitoring with audio growth (sonic bloom) to optimize the growth of plants and harvest. Sonic bloom is a technology that combines high-frequency sound waves from living things, nature or music, and organic nutrients, which aims to make plants grow more optimally so that they can increase productivity. The method’s main advantage is implementing an innovative IoT monitoring hybrid with audio growth systems to boost the plantation growth and maximize the yield. Our experiment in 10 planters using chilies, has proven the proposed pr
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Rahman, Fisilmi Azizah, Miho Takanayagi, Taiga Eguchi, et al. "Growth Monitoring of Greenhouse Tomatoes Based on Context Recognition." AgriEngineering 6, no. 3 (2024): 2043–56. http://dx.doi.org/10.3390/agriengineering6030119.

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To alleviate social problems in agriculture such as aging and labor force shortages, automatic growth monitoring based on image measurement has been introduced to tomato cultivation in greenhouses. The overlap of leaves and fruits makes precise observations challenging. In this study, we applied context recognition to tomato growth monitoring by using a Bayesian network. The proposed method combines image recognition using convolutional networks and context recognition using Bayesian networks. It enables not only the recognition of individual tomatoes but also the evaluation of tomato plants.
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Ngo, Uoc Quang, Duong Tri Ngo, Hoc Thai Nguyen, and Thanh Dang Bui. "Digital image processing methods for estimating leaf area of cucumber plants." Indonesian Journal of Electrical Engineering and Computer Science 25, no. 1 (2022): 317. http://dx.doi.org/10.11591/ijeecs.v25.i1.pp317-328.

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Increasingly <span>emerging technologies in agriculture such as computer vision, artificial intelligence technology, not only make it possible to increase production. To minimize the negative impact on climate and the environment but also to conserve resources. A key task of these technologies is to monitor the growth of plants online with a high accuracy rate and in non-destructive manners. It is known that leaf area (LA) is one of the most important growth indexes in plant growth monitoring system. Unfortunately, to estimate the LA in natural outdoor scenes (the presence of occlusion o
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Ngo, Uoc Quang, Duong Tri Ngo, Hoc Thai Nguyen, and Thanh Dang Bui. "Digital image processing methods for estimating leaf area of cucumber plants." Indonesian Journal of Electrical Engineering and Computer Science 25, no. 1 (2022): 317–28. https://doi.org/10.11591/ijeecs.v25.i1.pp317-328.

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Increasingly emerging technologies in agriculture such as computer vision, artificial intelligence technology, not only make it possible to increase production. To minimize the negative impact on climate and the environment but also to conserve resources. A key task of these technologies is to monitor the growth of plants online with a high accuracy rate and in non-destructive manners. It is known that leaf area (LA) is one of the most important growth indexes in plant growth monitoring system. Unfortunately, to estimate the LA in natural outdoor scenes (the presence of occlusion or overlap ar
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Скрипников, Viktor Skripnikov, Щетинкин, and Sergey Shchetinkin. "Radiation monitoring in forest ecosystems Central forest-steppe Russia." Forestry Engineering Journal 5, no. 3 (2015): 93–101. http://dx.doi.org/10.12737/14157.

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It was found that during the period of observation at hospitals forestry radiation monitoring in fresh upland oak forests and wet Pinetum compositum main drive radiocaesium is oak, which is connected, apparently, with its biological and ecological features. It is also clear that, along with the biological specificity of a particular tree species, an important role in the accumulation of woody plants play a cesium type of forest growth conditions (trophicity, humidity). In woody plants most contaminated surface tissues that make up the crust. Further, the degree of contamination, followed by le
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Vanghele, Nicoleta Alexandra, Mirabela Augustina Pruteanu, Ancuţa Alexandra Petre, Andreea Matache, Dumitru Bogdan Mihalache, and Mariana Mădălina Stanciu. "The influence of environmental factors and heavy metals in the soil on plants’ growth and development." E3S Web of Conferences 180 (2020): 03014. http://dx.doi.org/10.1051/e3sconf/202018003014.

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Plants need certain conditions that represent their living environment. When the living environment provides the conditions required by the plant, it will grow and develop properly. The growth and development of plants involve environmental factors, which represent those constituent elements of the natural environment, which actively intervene in plants’ life. The present work shows the characteristics of an agricultural soil, contaminated with heavy metals (Cu, Pb and Zn) in different concentrations, which has been divided into pots, in which were thereafter planted vegetable seedlings (tomat
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Zhou, Y. H., and J. G. Duan. "Design and Simulation of a Wireless Sensor Network Greenhouse-Monitoring System Based on 3G Network Communication." International Journal of Online Engineering (iJOE) 12, no. 05 (2016): 48. http://dx.doi.org/10.3991/ijoe.v12i05.5736.

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A greenhouse provides a stable and suitable environment for the growth of plants. Temperature and humidity are closely related to plant growth. These factors directly affect the water content of plants and the quality of fruits. To solve the problems in the current monitoring system of greenhouse cultivation, such as complicated wiring, large node power consumption, and so on, this study proposes a wireless sensor network greenhouse-monitoring system based on third-generation network communication for the real-time monitoring of the temperature, humidity, light, and CO<sub>2</sub>
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Li, Xiao Jing, Tong Pan, Bin Ru Chen, and Hao Peng Wang. "Research on Simulation of Syncretizing Remote Sensing Information Vegetation Scene." Advanced Materials Research 712-715 (June 2013): 2580–83. http://dx.doi.org/10.4028/www.scientific.net/amr.712-715.2580.

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In the process of plants simulation syncretzing remote sensing information, ground and scene are all the key parts. Scenes intervene the process of plants growth directly, so that is a most important for plants simulation based on remote sensing information, radiometer and sensors. The paper according as experiment data, presents the methods of modeling ground scene for plants, makes the simulation high creditable and realistic, and serves for cropper-yield monitoring and assessing.
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Himawan, Aldi, Widhy Hayuhardhika Nugraha Putra, and Eko Setiawan. "RAFT: An IoT-Based Nutrition Monitoring System for Bok Choy Hydroponics Plants." Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 8, no. 2 (2024): 258–64. http://dx.doi.org/10.29207/resti.v8i2.5560.

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The Internet of Things (IoT) plays a crucial role in technology advancements, especially in the agricultural sector, such as hydroponics. Manual monitoring of parameters like nutrient levels, pH, and water levels in plants consumes farmers' time and energy and increases the risk of crop failure. This research aims to evaluate the effectiveness of using IoT RAFT (Remote Automated Farming Technology) system for farmers, particularly hydroponic bok choy farmers, in monitoring and controlling plant nutrient levels and the development process using waterfall as a research methodology. Parameters te
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Huynh, Minh Quang, Thinh Tran Ngoc Huy, and Hoang Cat Tien Lam. "Application of IoT in power transmission line monitoring." Science & Technology Development Journal - Engineering and Technology 2, SI2 (2020): First. http://dx.doi.org/10.32508/stdjet.v2isi2.452.

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Nowaday in Vietnam, the verification and maintenance of 220kV - 500kV transmission lines is mainly done by manual labor. However, this task is quite hard, the workers have many difficulties such as the long moving distance (hundreds of kilometers) through many areas of complex terrain to verify the data and prevent the widespread problems. The efficiency and quality of line check also depends on the enthusiasm and experience of the workers. The demand to develop the power grid is constantly increasing to release full capacity from solar power plants, wind power plants, making the line always o
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