This paper presents a bi-directional Long ShortTerm Memory (LSTM) model for the detection of landslides. Previous uses of machine learning in this setting have demonstrated its general potential, which necessitates the implementation of a suitable algorithm. Landslides are natural disasters that can cause significant destruction and disruption in the affected areas. Early detection is the key to minimizing the impact of landslides, so it is important to develop accurate and efficient models.

DOI Link: 
10.21227/hyf5-3c15
Links or DOI: 
Bi-Directional LSTM Model for Accurate and Real-Time Landslide Detection: A Case Study in Mawiongrim, Meghalaya, India
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[1] J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita, "Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/hyf5-3c15. Accessed: Feb. 10, 2025.
@data{hyf5-3c15-23,
doi = {10.21227/hyf5-3c15},
url = {http://dx.doi.org/10.21227/hyf5-3c15},
author = {J Sharailin Gidon; Jintu Borah; Smrutirekha Sahoo; Shubhankar Majumdar; Masahiro Fujita },
publisher = {IEEE Dataport},
title = {Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India},
year = {2023} }
TY - DATA
T1 - Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India
AU - J Sharailin Gidon; Jintu Borah; Smrutirekha Sahoo; Shubhankar Majumdar; Masahiro Fujita
PY - 2023
PB - IEEE Dataport
UR - 10.21227/hyf5-3c15
ER -
J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita. (2023). Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India. IEEE Dataport. http://dx.doi.org/10.21227/hyf5-3c15
J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita, 2023. Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India. Available at: http://dx.doi.org/10.21227/hyf5-3c15.
J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita. (2023). "Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India." Web.
1. J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita. Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/hyf5-3c15
J Sharailin Gidon, Jintu Borah, Smrutirekha Sahoo, Shubhankar Majumdar, Masahiro Fujita. "Real-Time Landslide Dataset of Mawiongrim, Meghalaya, India." doi: 10.21227/hyf5-3c15