Remote Sensing Images Classification for Plasticulture Studies: Pre-Processing and Datafusion

• Grant number: 24/06856-9
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: June 01, 2024
• End date: May 31, 2026
• Field of knowledge: Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
• Agreement: BRASKEM
• Principal Investigator: Rubens Augusto Camargo Lamparelli
• Grantee: Fernando Kenzo Imami Fugihara
• Host Institution: Núcleo Interdisciplinar de Planejamento Energético (NIPE). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• Company: Universidade Estadual de Campinas (UNICAMP). Núcleo Interdisciplinar de Planejamento Energético (NIPE)
• Associated research grant: 21/05251-8 - Center for Plasticulture Engineering (CEP), AP.PCPE
• Associated scholarship(s): 25/22483-0 - Remote Sensing Anomaly Detection in Time-Series Imagery and Application Development in the Agricultural Context, BE.EP.IC

Abstract

The research aims to generate high-resolution images from datasets of both medium and high spectral and space resolutions. This will be achieved through the comparison of databases, the application of cloud masks, testing Remote Sensing Image Super Resolution (RSISR) methods, and the fusion of data from different sources.