Investigations Into hyperspectral data analysis techniques for efficient monitoring of vertical hydroponic farms

• Main Author: Srinivasan, Nagarajan
• Other Authors: Murukeshan Vadakke Matham
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Machine learning; Hyperspectral imaging; Artificial intelligence; Data science; HSI data analysis; Computer vision; Robotics; Industry 4.0; Agri 4.0; Real world application
• Online Access: https://hdl.handle.net/10356/180777
• Institution: Nanyang Technological University

Ensuring food security in a country is crucial especially in land-scare nations where traditional agricultural partices face challenges. Vertical hydroponic farms offer smart and sustainable solutions for ensuring year-round crop production in land and water scarce regions. Automated monitoring of t...