Omid Ghorbanzadeh — Papers on Cortexa

crossrefGeomatics2025-10-01Cited by 1

Improving the Temporal Resolution of Land Surface Temperature Using Machine and Deep Learning Models

Mohsen Niroomand, Parham Pahlavani, Behnaz Bigdeli, Omid Ghorbanzadeh

Land Surface Temperature (LST) is a critical parameter for analyzing urban heat islands, surface–atmosphere interactions, and environmental management. This study enhances the temporal resolution of LST data by leveraging machine learning and deep learning models. A novel methodo…

View free PDFSource page

crossrefRemote Sensing2019-01-20Cited by 863

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Omid Ghorbanzadeh, Thomas Blaschke, Khalil Gholamnia, Sansar Raj Meena, Dirk Tiede, Jagannath Aryal

There is a growing demand for detailed and accurate landslide maps and inventories around the globe, but particularly in hazard-prone regions such as the Himalayas. Most standard mapping methods require expert knowledge, supervision and fieldwork. In this study, we use optical da…

View free PDFSource page