sittichai choosumrong
Associate Professor Dr. Sittichai Choosumrong is a lecturer and researcher at the Faculty of Agriculture, Natural Resources and Environment, Naresuan University, Thailand. His expertise includes Geographic Information Systems (GIS), Geoinformatics, Remote Sensing, UAV, IoT, Routing Service, and spatial analysis for environmental and disaster management. His research focuses on flood modeling, emergency routing systems, Web GIS, GeoAI, and smart environmental monitoring using open-source geospatial technologies. He actively works on integrating geospatial technologies with real-time data systems to support sustainable development, public safety, and decision-making applications.
Session
This talk details an end-to-end analysis pipeline for early-season crop mapping. We demonstrate how to process multi-sensor Sentinel data , automate CWT scalogram generation , and deploy optimized PyTorch CNN models. This workflow enables rapid, scalable geospatial inferencing by minimizing data sequence requirements.