フォロー
Abhirup Dikshit
Abhirup Dikshit
PostDoctoral Researcher, University of New South Wales
確認したメール アドレス: unsw.edu.au - ホームページ
タイトル
引用先
引用先
Rainfall induced landslide studies in Indian Himalayan region: a critical review
A Dikshit, R Sarkar, B Pradhan, S Segoni, AM Alamri
Applied Sciences 10 (7), 2466, 2020
2732020
Interpretable and explainable AI (XAI) model for spatial drought prediction
A Dikshit, B Pradhan
Science of the Total Environment 801, 149797, 2021
1682021
Pathways and challenges of the application of artificial intelligence to geohazards modelling
A Dikshit, B Pradhan, AM Alamri
Gondwana Research 100, 290-301, 2021
1592021
An improved SPEI drought forecasting approach using the long short-term memory neural network
A Dikshit, B Pradhan, A Huete
Journal of environmental management 283, 111979, 2021
1482021
Long lead time drought forecasting using lagged climate variables and a stacked long short-term memory model
A Dikshit, B Pradhan, AM Alamri
Science of The Total Environment 755, 142638, 2021
1362021
Artificial neural networks in drought prediction in the 21st century–A scientometric analysis
A Dikshit, B Pradhan, M Santosh
Applied Soft Computing 114, 108080, 2022
1082022
An explainable AI (XAI) model for landslide susceptibility modeling
B Pradhan, A Dikshit, S Lee, H Kim
Applied Soft Computing 142, 110324, 2023
962023
Spatial flood susceptibility mapping using an explainable artificial intelligence (XAI) model
B Pradhan, S Lee, A Dikshit, H Kim
Geoscience Frontiers 14 (6), 101625, 2023
912023
Estimation of rainfall thresholds for landslide occurrences in Kalimpong, India
A Dikshit, DN Satyam
Innovative Infrastructure Solutions 3 (1), 24, 2018
812018
Temporal hydrological drought index forecasting for New South Wales, Australia using machine learning approaches
A Dikshit, B Pradhan, AM Alamri
Atmosphere 11 (6), 585, 2020
772020
Short-term spatio-temporal drought forecasting using random forests model at New South Wales, Australia
A Dikshit, B Pradhan, AM Alamri
Applied Sciences 10 (12), 4254, 2020
722020
Automatic calculation of rainfall thresholds for landslide occurrence in Chukha Dzongkhag, Bhutan
SL Gariano, R Sarkar, A Dikshit, K Dorji, MT Brunetti, S Peruccacci, ...
Bulletin of Engineering Geology and the Environment 78, 4325-4332, 2019
702019
Landslide susceptibility mapping using CNN-1D and 2D deep learning algorithms: comparison of their performance at Asir Region, KSA
AM Youssef, B Pradhan, A Dikshit, MM Al-Katheri, SS Matar, AM Mahdi
Bulletin of Engineering Geology and the Environment 81 (4), 165, 2022
692022
Estimation of rainfall-induced landslides using the TRIGRS model
A Dikshit, N Satyam, B Pradhan
Earth Systems and Environment 3, 575-584, 2019
662019
Determination of rainfall thresholds for landslide prediction using an algorithm-based approach: Case study in the Darjeeling Himalayas, India
TS Teja, A Dikshit, N Satyam
Geosciences 9 (7), 302, 2019
662019
Spatial landslide risk assessment at Phuentsholing, Bhutan
A Dikshit, R Sarkar, B Pradhan, S Acharya, AM Alamri
Geosciences 10 (4), 131, 2020
632020
Estimating rainfall thresholds for landslide occurrence in the Bhutan Himalayas
A Dikshit, R Sarkar, B Pradhan, S Acharya, K Dorji
Water 11 (8), 1616, 2019
602019
Early warning system using tilt sensors in Chibo, Kalimpong, Darjeeling Himalayas, India
A Dikshit, DN Satyam, I Towhata
Natural Hazards 94 (2), 727-741, 2018
502018
Explainable AI in drought forecasting
A Dikshit, B Pradhan
Machine Learning with Applications 6, 100192, 2021
492021
Comparative study of convolutional neural network (CNN) and support vector machine (SVM) for flood susceptibility mapping: a case study at Ras Gharib, Red Sea, Egypt
AM Youssef, B Pradhan, A Dikshit, AM Mahdi
Geocarto International 37 (26), 11088-11115, 2022
462022
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