Marten Geertsema

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Machine Learning

Ensemble Classification

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Bahareh Ghasemian, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Victoria R. Kress, Marten Geertsema, Somayeh Renoud, Anuar Ahmad
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. Sensors 22 (4) (2022)
Katie E. Hughes, Amanda Wild, Eva Kwoll, Marten Geertsema, Alexandra Perry, K. Darcy Harrison
Remote Sensing of Landslide-Generated Sediment Plumes, Peace River, British Columbia. Remote. Sens. 13 (23) (2021)
Laleh Ghayour, Aminreza Neshat, Sina Paryani, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Nadhir Al-Ansari, Marten Geertsema, Mehdi Pourmehdi Amiri, Mehdi Gholamnia, Jie Dou, Anuar Ahmad
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms. Remote. Sens. 13 (7) (2021)
Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi, Ebrahim Omidvar, Nadhir Al-Ansari, John J. Clague, Marten Geertsema, Khabat Khosravi, Ata Amini, Sepideh Bahrami, Omid Rahmati, Kyoumars Habibi, Ayub Mohammadi, Hoang Nguyen, Assefa M. Melesse, Baharin Bin Ahmad, Anuar Ahmad
Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier. Remote. Sens. 12 (2) (2020)
Axel A. J. Deijns, Alexandre R. Bevington, Feiko van Zadelhoff, Steven M. de Jong, Marten Geertsema, Scott McDougall
Semi-automated detection of landslide timing using harmonic modelling of satellite imagery, Buckinghorse River, Canada. Int. J. Appl. Earth Obs. Geoinformation 84 (2020)
Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Sepideh Bahrami, Shaghayegh Miraki, Marten Geertsema, Hoang Nguyen
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms. ISPRS Int. J. Geo Inf. 9 (8) (2020)
Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm. Remote. Sens. 11 (8) (2019)