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Yunus Ali Pulpadan
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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
6532020
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
5422020
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
4762019
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
3982020
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
2462015
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
2392019
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
2192015
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
2002020
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
1852020
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
1552015
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
1442019
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
1132020
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
1092019
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
1022020
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
982019
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
852020
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
852019
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
822020
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
812020
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
782020
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