Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models N Prakash, A Manconi, S Loew Remote Sensing 12 (3), 346, 2020 | 193 | 2020 |
A new strategy to map landslides with a generalized convolutional neural network N Prakash, A Manconi, S Loew Scientific reports 11 (1), 9722, 2021 | 70 | 2021 |
Rapid Mapping of Landslides Triggered by the Storm Alex, October 2020 N Prakash, A Manconi 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 1808 …, 2021 | 4 | 2021 |
Mapping landslides from EO data using deep-learning methods N Prakash, A Manconi, S Loew EGU General Assembly Conference Abstracts, 11876, 2020 | 3 | 2020 |
Fatalities from Debris Flows: Worldwide Distribution and Trends N Prakash, P Santi, A Strouth, SA Sepulveda, C Dowling Advances in Debris-flow Science and Practice, 75-91, 2024 | 2 | 2024 |
Surface Runoff Assessment due to Opencast Coal Mining and Its Management HB Sahu, N Prakash, SM Equeenuddin, RK Patel MGMI, 2016 | 2 | 2016 |
Classification of Seismic Events with Deep Learning Strategies: Insights from the Moosfluh Landslide N Dazzi, A Manconi, N Prakash, V Bickel EGU General Assembly Conference Abstracts, 9734, 2020 | 1 | 2020 |
Spectral Characterization of a Deeply Weathered Laterite Profile, Koraput, Orissa, Eastern India RP Amrutkar, M Aranha, N Prakash, A Porwal AGU Fall Meeting Abstracts 2015, EP41C-0939, 2015 | 1 | 2015 |
Event Landslide Inventories for training CNN N Prakash ETH Zurich, 2022 | | 2022 |
Mapping Landslides by Exploiting EO Big Data N Prakash ETH Zurich, 2021 | | 2021 |
Mapping Event Landslides from Satellite Images Using Convolutional Neural Networks N Prakash, A Manconi, S Loew Abstract Volume 18th Swiss Geoscience Meeting, 519-519, 2020 | | 2020 |
Object-Oriented Machine Learning Strategies for Regional Scale Slope-Instability Identification From Earth Observation Data N Prakash, A Manconi, B Dini, S Loew ESA Living Planet Symposium 2019 (LPS 2019), 2019 | | 2019 |
Machine Learning Strategies for Regional Scale Slope-Instability Identification from Earth Observation Data N Prakash, A Manconi, B Dini, S Loew Full Abstracts MLEG 2019, 54-54, 2019 | | 2019 |
Classification of Seismic Events with Deep Learning Strategies: Insights from the Moosfluh Landslide A Manconi, N Prakash, N Dazzi | | |