Joshua Antonino, Joey E. Lauriaga, Mary Angelie A. Maristela, Michelle Andrea Reyes. 4 0
isMARTPH: Development of a low-cost internet of things device for a smart irrigation control system using Knn machine learning algorithm with an implementation of water temperature control system tailored for small-scale greenhouse farming within Metro Manila / 6 6 Joshua Antonino, Joey E. Lauriaga, Mary Angelie A. Maristela, Michelle Andrea Reyes. - - - xi, 296 pp. 28 cm. - - - - - . - . - 0 . - . - 0 .
Undergraduate Thesis: (Bachelor of Science in Information Technology) - Pamantasan ng Lungsod ng Maynila, 2024.
5
ABSTRACT: Transforming urban agriculture in Metro Manila, the iSMARTPH project introduces a groundbraking smart irrigation system for small-scale farmers. This innovative solution tackles sustainability challenges head-on by empowering farmers with data driven insights and automated controls, all housed within a user-friendly software interface. Wireless sensors monitor environmental conditions, feeding information to a KNN algorithm that predicts optimal irrigation needs and water temperature adjustments. This real-time monitoring and predictive power yield impressive results: user satisfaction for effective irrigation and fruitful harvests soars, and resource utilization optimizes, leading to boosted crop yields and a more sustainable approach to farming but the brilliance of iSMARTPH doesn't stop there. Extensive evaluation using the ISO 25010 standard reveals the system's exceptional performance in usability, functional suitability, and compatibility. Whether you're a seasoned techie or a newcomer to the digital world, iSMARTPH is designed for seamless integration into your agricultural practices. Plus, the developers haven't stopped innovating. Their recommendations for future improvements include sleek design updates, data analysis advancements, and even the integration of computer vision for enhanced crop monitoring. Investing in the iSMARTPH system isn't just about boosting individuals harvests; it's about revolutionizing urban agriculture. By equipping farmers with a powerful tool for optimizing water usage and maximizing crop yields, iSMARTPH paves the way for a more sustainable and efficient future for urban farming in Metro Manila. So, whether you're a farmer seeking to revolutionize your practice or a city dweller passionate about sustainable food production, keep an eye on iSMARTPH-it's a game-changer in the making.
5
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isMARTPH: Development of a low-cost internet of things device for a smart irrigation control system using Knn machine learning algorithm with an implementation of water temperature control system tailored for small-scale greenhouse farming within Metro Manila / 6 6 Joshua Antonino, Joey E. Lauriaga, Mary Angelie A. Maristela, Michelle Andrea Reyes. - - - xi, 296 pp. 28 cm. - - - - - . - . - 0 . - . - 0 .
Undergraduate Thesis: (Bachelor of Science in Information Technology) - Pamantasan ng Lungsod ng Maynila, 2024.
5
ABSTRACT: Transforming urban agriculture in Metro Manila, the iSMARTPH project introduces a groundbraking smart irrigation system for small-scale farmers. This innovative solution tackles sustainability challenges head-on by empowering farmers with data driven insights and automated controls, all housed within a user-friendly software interface. Wireless sensors monitor environmental conditions, feeding information to a KNN algorithm that predicts optimal irrigation needs and water temperature adjustments. This real-time monitoring and predictive power yield impressive results: user satisfaction for effective irrigation and fruitful harvests soars, and resource utilization optimizes, leading to boosted crop yields and a more sustainable approach to farming but the brilliance of iSMARTPH doesn't stop there. Extensive evaluation using the ISO 25010 standard reveals the system's exceptional performance in usability, functional suitability, and compatibility. Whether you're a seasoned techie or a newcomer to the digital world, iSMARTPH is designed for seamless integration into your agricultural practices. Plus, the developers haven't stopped innovating. Their recommendations for future improvements include sleek design updates, data analysis advancements, and even the integration of computer vision for enhanced crop monitoring. Investing in the iSMARTPH system isn't just about boosting individuals harvests; it's about revolutionizing urban agriculture. By equipping farmers with a powerful tool for optimizing water usage and maximizing crop yields, iSMARTPH paves the way for a more sustainable and efficient future for urban farming in Metro Manila. So, whether you're a farmer seeking to revolutionize your practice or a city dweller passionate about sustainable food production, keep an eye on iSMARTPH-it's a game-changer in the making.
5
2 = =
2
2 --0------
6 --0-- 2 --------
0 2 --
--20------
--------20--
--------20--
----2
/ 2
/ 2
/
/