FMDB Transactions on Sustainable Environmental Sciences
2025 Vol.2 No.3

ISSN: 2998-8446


Editor: S. Silvia Priscila

Pages Title and author(s)
120-136 A Novel Chimpanzee-Based Swin Transformer Model for Detection of Rice Disease with Mapping System in Drone-Based Agriculture S. Sujitha, A. Singaravelan, M. Arunadevi Thirumalraj, Thirumalraj Karthikeyan, Dilli Kasi Rao Kotha Keywords: Image Processing; GPS Sensor; Rice Plant Disease Classification; Internet of Things (IoT); Multi-Scale Features; Chimpanzee Optimisation Algorithm; Swin Transform; Chimpanzee Optimisation Algorithm (COA). DOI: 10.69888/FTSESS.2025.000539
137-150 Prediction of Northern Ireland’s Air Pollution Using Kookaburra Optimization Algorithm-Based Dual-Stream Self-Attention Fusion Mechanism Rakesh Chandrashekar, Jayasheel Kumar, M. Arunadevi Thirumalraj, S. Sharan Jeev Keywords: Urban Air Pollution; Environmental Dangers; Global Information; Distracted Driving; Kookaburra Optimisation Algorithm (KOA); Nitrogen Dioxide; Air Pollutants Concentration; Dual-Stream Self-Attention Fusion Mechanism (DSSAM). DOI: 10.69888/FTSESS.2025.000540
151-160 Vision-Based Soil Diagnostics and Cluster-Based Fertility Assessment in Precision Agriculture S. Rubin Bose, R. Regin, J. Angelin Jeba, S. Suman Rajest, Sayyed Khawar Abbas Keywords: Precision Agriculture; Soil Image Classification; Convolutional Neural Network; Nutrient Assessment; Computer Vision; Agricultural Decision-Making; Yield Estimation. DOI: 10.69888/FTSESS.2025.000541
161-170 A FODPSO-Driven Multi-Layer Control Strategy for Reliable Grid Integration of DFIG Wind Energy Conversion Systems P. Srinivasan, K. Arulvendhan, M. Mohamed Sameer Ali, Fatma Bassyouni Keywords: System Reliability; Voltage Stability; Fault Ride-Through (FRT); Electromagnetic Torque Ripples; Grid-Support Scheme; Dynamic Voltage Restorer (DVR); Simulation Study. DOI: 10.69888/FTSESS.2025.000542
171-182 Protecting Forest Ecosystems Through Machine Learning–Driven Deforestation Detection S. Rubin Bose, J. Angelin Jeba, R. Regin, B. Judy Flavia, S. Suman Rajest, Rahul Panakkal Keywords: Deforestation Detection; Remote Sensing; Deep Learning; U-Net Architecture; Forest Monitoring; Convolutional Neural Network; Synthetic Aperture Radar; Automated Ecosystem Monitoring. DOI: 10.69888/FTSESS.2025.000543