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 | 525 | 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 | 470 | 2020 |
Analyzing urban spatial patterns and trend of urban growth using urban sprawl matrix: A study on Kolkata urban agglomeration, India M Sahana, H Hong, H Sajjad Science of the Total Environment 628, 1557-1566, 2018 | 301 | 2018 |
Assessment and prediction of carbon sequestration using Markov chain and InVEST model in Sariska Tiger Reserve, India D Babbar, G Areendran, M Sahana, K Sarma, K Raj, A Sivadas Journal of Cleaner Production 278, 123333, 2021 | 243 | 2021 |
Analyzing land surface temperature distribution in response to land use/land cover change using split window algorithm and spectral radiance model in Sundarban Biosphere … M Sahana, R Ahmed, H Sajjad Modeling Earth Systems and Environment 2, 1-11, 2016 | 190 | 2016 |
Landslide susceptibility assessment by novel hybrid machine learning algorithms B Thai Pham, A Shirzadi, H Shahabi, E Omidvar, SK Singh, M Sahana, ... Sustainability 11 (16), 4386, 2019 | 171 | 2019 |
A comparison of frequency ratio and fuzzy logic models for flood susceptibility assessment of the lower Kosi River Basin in India M Sahana, PP Patel Environmental Earth Sciences 78, 1-27, 2019 | 158 | 2019 |
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 | 158 | 2019 |
A systematic review on approaches and methods used for flood vulnerability assessment: framework for future research S Rehman, M Sahana, H Hong, H Sajjad, BB Ahmed Natural Hazards 96, 975-998, 2019 | 155 | 2019 |
Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere Reserve, India M Sahana, S Rehman, H Sajjad, H Hong Catena 189, 104450, 2020 | 149 | 2020 |
Assessing socio-economic vulnerability to climate change-induced disasters: evidence from Sundarban Biosphere Reserve, India M Sahana, S Rehman, AK Paul, H Sajjad Geology, Ecology, and Landscapes 5 (1), 40-52, 2021 | 128 | 2021 |
Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility W Chen, X Lei, R Chakrabortty, SC Pal, M Sahana, S Janizadeh Journal of Environmental Management 284, 112015, 2021 | 126 | 2021 |
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 | 117 | 2020 |
Vulnerability to storm surge flood using remote sensing and GIS techniques: a study on Sundarban Biosphere Reserve, India M Sahana, H Sajjad Remote Sensing Applications: Society and Environment 13, 106-120, 2019 | 117 | 2019 |
Assessing spatio-temporal health of forest cover using forest canopy density model and forest fragmentation approach in Sundarban reserve forest, India M Sahana, H Sajjad, R Ahmed Modeling Earth Systems and Environment 1, 1-10, 2015 | 95 | 2015 |
Understanding future urban growth, urban resilience and sustainable development of small cities using prediction-adaptation-resilience (PAR) approach SK Mallick, P Das, B Maity, S Rudra, M Pramanik, B Pradhan, M Sahana Sustainable Cities and Society 74, 103196, 2021 | 91 | 2021 |
Assessing forest cover vulnerability in Uttarakhand, India using analytical hierarchy process P Pokhriyal, S Rehman, G Areendran, K Raj, R Pandey, M Kumar, ... Modeling Earth Systems and Environment 6 (2), 821-831, 2020 | 88 | 2020 |
Assessing land transformation and its relation with land surface temperature in Mumbai city, India using geospatial techniques M Sahana, S Dutta, H Sajjad International Journal of Urban Sciences 23 (2), 205-225, 2019 | 87 | 2019 |
Plastic waste footprint in the context of COVID-19: reduction challenges and policy recommendations towards sustainable development goals SK Mallick, M Pramanik, B Maity, P Das, M Sahana Science of the Total Environment 796, 148951, 2021 | 84 | 2021 |
Evaluating effectiveness of frequency ratio, fuzzy logic and logistic regression models in assessing landslide susceptibility: a case from Rudraprayag district, India M Sahana, H Sajjad Journal of Mountain Science 14 (11), 2150-2167, 2017 | 84 | 2017 |