Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance A Merghadi, AP Yunus, J Dou, J Whiteley, B ThaiPham, DT Bui, R Avtar, ... Earth-Science Reviews 207, 103225, 2020 | 639 | 2020 |
COVID-19 and surface water quality: Improved lake water quality during the lockdown AP Yunus, Y Masago, Y Hijioka Science of the Total Environment 731, 139012, 2020 | 538 | 2020 |
Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan J Dou, AP Yunus, DT Bui, A Merghadi, M Sahana, Z Zhu, CW Chen, ... Science of the total environment 662, 332-346, 2019 | 474 | 2019 |
Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan J Dou, AP Yunus, DT Bui, A Merghadi, M Sahana, Z Zhu, CW Chen, ... Landslides 17, 641-658, 2020 | 391 | 2020 |
An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan J Dou, H Yamagishi, HR Pourghasemi, AP Yunus, X Song, Y Xu, Z Zhu Natural Hazards 78, 1749-1776, 2015 | 246 | 2015 |
Evaluating scale effects of topographic variables in landslide susceptibility models using GIS-based machine learning techniques KT Chang, A Merghadi, AP Yunus, BT Pham, J Dou Scientific reports 9 (1), 12296, 2019 | 238 | 2019 |
Optimization of causative factors for landslide susceptibility evaluation using remote sensing and GIS data in parts of Niigata, Japan J Dou, D Tien Bui, A P. Yunus, K Jia, X Song, I Revhaug, H Xia, Z Zhu PloS one 10 (7), e0133262, 2015 | 216 | 2015 |
Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning J Dou, AP Yunus, A Merghadi, A Shirzadi, H Nguyen, Y Hussain, R Avtar, ... Science of the total environment 720, 137320, 2020 | 197 | 2020 |
The formation and impact of landslide dams–State of the art X Fan, A Dufresne, SS Subramanian, A Strom, R Hermanns, CT Stefanelli, ... Earth-Science Reviews 203, 103116, 2020 | 180 | 2020 |
Automatic case-based reasoning approach for landslide detection: Integration of object-oriented image analysis and a genetic algorithm J Dou, KT Chang, S Chen, AP Yunus, JK Liu, H Xia, Z Zhu Remote Sensing 7 (4), 4318-4342, 2015 | 154 | 2015 |
Evaluating GIS-based multiple statistical models and data mining for earthquake and rainfall-induced landslide susceptibility using the LiDAR DEM J Dou, AP Yunus, D Tien Bui, M Sahana, CW Chen, Z Zhu, W Wang, ... Remote Sensing 11 (6), 638, 2019 | 144 | 2019 |
Decadal vegetation succession from MODIS reveals the spatio-temporal evolution of post-seismic landsliding after the 2008 Wenchuan earthquake AP Yunus, X Fan, X Tang, D Jie, Q Xu, R Huang Remote Sensing of Environment 236, 111476, 2020 | 112 | 2020 |
Coseismic landslides triggered by the 2018 Hokkaido, Japan (Mw 6.6), earthquake: spatial distribution, controlling factors, and possible failure mechanism F Wang, X Fan, AP Yunus, SS Subramanian, A Alonso-Rodriguez, L Dai, ... Landslides 16 (8), 1551-1566, 2019 | 108 | 2019 |
Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India R Chakrabortty, SC Pal, M Sahana, A Mondal, J Dou, BT Pham, AP Yunus Natural Hazards 104, 1259-1294, 2020 | 101 | 2020 |
Exploring renewable energy resources using remote sensing and GIS—A review R Avtar, N Sahu, AK Aggarwal, S Chakraborty, A Kharrazi, AP Yunus, ... Resources 8 (3), 149, 2019 | 98 | 2019 |
Improved bathymetric mapping of coastal and lake environments using Sentinel-2 and Landsat-8 images AP Yunus, J Dou, X Song, R Avtar Sensors 19 (12), 2788, 2019 | 85 | 2019 |
Topographic and near-surface stratigraphic amplification of the seismic response of a mountain slope revealed by field monitoring and numerical simulations Y Luo, X Fan, R Huang, Y Wang, AP Yunus, HB Havenith Engineering Geology 271, 105607, 2020 | 82 | 2020 |
Rapidly evolving controls of landslides after a strong earthquake and implications for hazard assessments X Fan, AP Yunus, G Scaringi, F Catani, SS Subramanian, Q Xu, R Huang Geophysical Research Letters, e2020GL090509, 2020 | 81 | 2020 |
Assessing sustainable development prospects through remote sensing: A review R Avtar, AA Komolafe, A Kouser, D Singh, AP Yunus, J Dou, P Kumar, ... Remote sensing applications: Society and environment 20, 100402, 2020 | 79 | 2020 |
COVID-19 and its impact on environment: improved pollution levels during the lockdown period–a case from Ahmedabad, India MA Aman, MS Salman, AP Yunus Remote Sensing Applications: Society and Environment 20, 100382, 2020 | 78 | 2020 |