Recent Publications

Ghorbanzadeh, O., Crivellari, A., Ghamisi, P., Shahabi, H. and Blaschke, T., 2021. A comprehensive transferability evaluation of U-Net and ResU-Net for landslide detection from Sentinel-2 data (case study areas from Taiwan, China, and Japan).

Pürschel, M., Gloaguen, R. and Stadler, S., 2013. Geothermal activities in the Main Ethiopian Rift: Hydrogeochemical characterization of geothermal waters and geothermometry applications (Dofan-Fantale, Gergede-Sodere, Aluto-Langano).

Ojala, A., Mattila, J., Middleton, M., Ruskeeniemi, T., Palmu, J., Nordbäck, N., Kirsch, M., Lorenz, S., Zimmermann, R., Andreani, L., Jackisch, R., Unger, G., Gloaguen, R. and Sutinen, R., 2020. Earthquake-induced deformation structures in glacial sediments—evidence on fault reactivation and instability at the Vaalajärvi fault in northern Fennoscandia.

Shahabi, H., Rahimzad, M., Tavakkoli Piralilou, S., Ghorbanzadeh, O., Homayouni, S., Blaschke, T., Lim, S. and Ghamisi, P., 2021. Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.

Rasti, B., Ghamisi, P., 2020. Remote sensing image classification using subspace sensor fusion.

Hu, J., Ghamisi, P. and Zhu, X., 2018. Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification.

Nosratabadi, S., Mosavi, A., Duan, P., Ghamisi, P., Filip, F., Band, S., Reuter, U., Gama, J. and Gandomi, A., 2020. Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods.

Kirsch, M., Lorenz, S., Zimmermann, R., Tusa, L., Möckel, R., Hödl, P., Booysen, R., Khodadadzadeh, M. and Gloaguen, R., 2018. Integration of Terrestrial and Drone-Borne Hyperspectral and Photogrammetric Sensing Methods for Exploration Mapping and Mining Monitoring.

Li, S., Song, W., Fang, L., Chen, Y., Ghamisi, P. and Benediktsson, J., 2022. Deep Learning for Hyperspectral Image Classification: An Overview.

Rasti, B., Hong, D., Hang, R., Ghamisi, P., Kang, X., Chanussot, J. and Benediktsson, J., 2020. Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox.

Thiele, S., Lorenz, S., Kirsch, M. and Gloaguen, R., 2021. A Novel and Open-Source Illumination Correction for Hyperspectral Digital Outcrop Models.

Duan, P., Ghamisi, P., Kang, X., Rasti, B., Li, S. and Gloaguen, R., 2020. Fusion of Dual Spatial Information for Hyperspectral Image Classification.