This collection supports and amplifies research related to SDG 15 - Life on land. Remote sensing has emerged as a vital tool for monitoring forests, enabling comprehensive assessments of their ...

Course materials for Remote Sensing 1 (GEOG 4/585) taught at the Department of Geography, University of Oregon. This course provides an introduction to remote sensing - the acquisition of data about ...

This project provides a flexible and modular pipeline for developing, training, and evaluating convolutional neural networks on remote sensing datasets. It supports single-label and multi-label ...

Abstract: For the first time, we demonstrate remote sensing of pole-mounted fuse-cutout blowing in a power grid setup using telecom fiber cable. The proposed frequency-based AI model achieves over 98% ...

Analyze images and other data to solve problems across disciplines. Imagery and other data collected by satellites, crewed aircraft, and uncrewed aerial systems (UAS) are increasingly important for ...

Abstract: The exponential growth of remote sensing image data and the high cost of manual annotation have led to insufficient labeled data, limiting classification performance. Semi-supervised methods ...