Publications
- 2024
- Published
A framework for automated landslide dating utilizing SAR-Derived Parameters Time-Series, An Enhanced Transformer Model, and Dynamic Thresholding
Wang, W., Motagh, M., Xia, Z., Plank, S., Li, Z., Orynbaikyzy, A., Zhou, C. & Roessner, S., May 2024, In: International Journal of Applied Earth Observation and Geoinformation. 129, 14 p., 103795.Research output: Contribution to journal › Article › Research › peer review
- Published
A novel framework for landslide displacement prediction using MT-InSAR and machine learning techniques
Zhou, C., Cao, Y., Gan, L., Wang, Y., Motagh, M., Roessner, S., Hu, X. & Yin, K., May 2024, In: Engineering geology. 334, 14 p., 107497.Research output: Contribution to journal › Article › Research › peer review
- Published
Mechanism and implications of the post-seismic deformation following the 2021 Mw 7.4 Maduo (Tibet) earthquake
Chen, F., Diao, F., Haghighi, M. H., Wang, Y., Zhu, Y., Wang, R. & Xiong, X., Apr 2024, In: Geophysical journal international. 237, 1, p. 203-216 14 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Automatic Flood Detection from Sentinel-1 Data Using a Nested UNet Model and a NASA Benchmark Dataset
Ghosh, B., Garg, S., Motagh, M. & Martinis, S., Mar 2024, In: PFG - Journal of Photogrammetry, Remote Sensing and Geoinformation Science. 92, 1, p. 1-18 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Characterization and prediction of InSAR-derived ground motion with ICA-assisted LSTM model
Peng, M., Motagh, M., Lu, Z., Xia, Z., Guo, Z., Zhao, C. & Liu, Q., 1 Feb 2024, In: Remote sensing of environment. 301, 17 p., 113923.Research output: Contribution to journal › Article › Research › peer review
- Published
Simulation of present and future land subsidence in the Rafsanjan plain, Iran, due to groundwater overexploitation using numerical modeling and InSAR data analysis
Bockstiegel, M., Richard-Cerda, J. C., Muñoz-Vega, E., Haghighi, M. H., Motagh, M., Lalehzari, R. & Schulz, S., Feb 2024, In: Hydrogeology journal. 32, 1, p. 289-305 17 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Three-dimensional surface deformation from multi-track InSAR and oil reservoir characterization: A case study in the Liaohe Oilfield, northeast China
Tang, W., Gong, Z., Sun, X., Liu, Y., Motagh, M., Li, Z., Li, J., Malinowska, A., Jiang, J., Wei, L., Zhang, X., Wei, X. & Geng, X., Feb 2024, In: International Journal of Rock Mechanics and Mining Sciences. 174, 105637.Research output: Contribution to journal › Article › Research › peer review
- Published
Enhancing landslide susceptibility modelling through a novel non-landslide sampling method and ensemble learning technique
Zhou, C., Wang, Y., Cao, Y., Singh, R. P., Ahmed, B., Motagh, M., Wang, Y., Chen, L., Tan, G. & Li, S., 2024, In: Geocarto international. 39, 1, 25 p., 2327463.Research output: Contribution to journal › Article › Research › peer review
- Published
Spatial and Temporal Patterns of Land Subsidence and Sinkhole Occurrence in the Konya Endorheic Basin, Turkey
Orhan, O., Haghshenas Haghighi, M., Demir, V., Gökkaya, E., Gutiérrez, F. & Al-Halbouni, D., 2024, In: Geosciences (Switzerland). 14, 1, 22 p., 5.Research output: Contribution to journal › Article › Research › peer review
- 2023
- Published
Reactivation of an old landslide in north–central Iran following reservoir impoundment: Results from multisensor satellite time-series analysis
Vassileva, M., Motagh, M., Roessner, S. & Xia, Z., 20 Dec 2023, In: Engineering geology. 327, 107337.Research output: Contribution to journal › Article › Research › peer review
- Published
Bedoi: Benchmarks For Determining Overlapping Images With Photogrammetric Information
Zhan, H., Yu, Y. F., Hou, Q. B., Xia, R., Feng, Y., Zhan, Z. Q., Hänsch, R., Heipke, C., Gruber, M., Xu, Y. W., Wang, X. & Li, M. L., 14 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. XLVIII-1, W2-2023, p. 1685-1692 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Enhancing The Quality Of CNN-Based Burned Area Detection In Satellite Imagery Through Data Augmentation
Hnatushenko, V., Hnatushenko, V., Soldatenko, D. & Heipke, C., 14 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 1, p. 1749-1755 7 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Integrating Motion Priors For End-To-End Attention-Based Multi-Object Tracking
Ali, R., Mehltretter, M. & Heipke, C., 14 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 1, p. 1619-1626 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Oil spill monitoring using satellite imagery in the Sharm El-Maya Bay of Sharm El-Sheikh, Egypt
Morsy, M., 13 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. XLVIII-1/W2-2023, p. 1479-1484 6 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Concrete 4.0 - Sustainable concrete construction with digital quality control
Haist, M., Schack, T., Coenen, M., Vogel, C., Beyer, D. & Heipke, C., 6 Dec 2023, In: ce/papers. 6, 6, p. 1555-1562 8 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Addressing Class Imbalance for Training a Multi-Task Classifier in the Context of Silk Heritage
Dorozynski, M., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 175-184 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Transformer Models For Multi-Temporal Land Cover Classification Unsing Remote Sensing Images
Voelsen, M., Lauble, S., Rottensteiner, F. & Heipke, C., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 981-990 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Unsing Time Series Image Data To Improve The Generalization Capabilities Of A CNN: The Example Of Deforestation Detection With Sentinel-2
Ortega, M. X., Wittich, D., Rottensteiner, F., Heipke, C. & Feitosa, R. Q., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 961-970 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Using GHSL to Analyze Urbanization and Land-Use Efficiency in the Philippines from 1975-2020: Trends and Implications for Sustainable Development
Santillan, J. R. & Heipke, C., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 413-422 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Vehicle Pose and Shape Estimation in UAV Imagery Using a CNN
El Amrani Abouelassad, S., Mehltretter, M. & Rottensteiner, F., 5 Dec 2023, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 10, 1, p. 935-944 10 p.Research output: Contribution to journal › Conference article › Research › peer review