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[HTML][HTML] Space-time landslide predictive modelling
Landslides are nearly ubiquitous phenomena and pose severe threats to people, properties,
and the environment in many areas. Investigators have for long attempted to estimate …
and the environment in many areas. Investigators have for long attempted to estimate …
The effect of location and geometric properties of landslides caused by rainstorms and earthquakes
H Qiu, L Su, B Tang, D Yang, M Ullah… - Earth Surface …, 2024 - Wiley Online Library
Landslides triggered by rainstorms and earthquakes are prominent geological hazards that
exhibit distinctive spatial and morphological characteristics due to diverse instability …
exhibit distinctive spatial and morphological characteristics due to diverse instability …
Landslide topology uncovers failure movements
The death toll and monetary damages from landslides continue to rise despite
advancements in predictive modeling. These models' performances are limited as landslide …
advancements in predictive modeling. These models' performances are limited as landslide …
Handling data imbalance in machine learning based landslide susceptibility map**: a case study of Mandakini River Basin, North-Western Himalayas
Abstract Machine learning methods require a vast amount of data to train a model. The data
necessary for landslide susceptibility map** is a collection of landslide causative factors …
necessary for landslide susceptibility map** is a collection of landslide causative factors …
The future of landslides' past—a framework for assessing consecutive landsliding systems
Landslides often happen where they have already occurred in the past. The potential of
landslides to reduce or enhance conditions for further landsliding has long been recognized …
landslides to reduce or enhance conditions for further landsliding has long been recognized …
[HTML][HTML] Landslide size matters: A new data-driven, spatial prototype
The standard definition of landslide hazard requires the estimation of where, when (or how
frequently) and how large a given landslide event may be. The geoscientific community …
frequently) and how large a given landslide event may be. The geoscientific community …
Surface temperature controls the pattern of post-earthquake landslide activity
The patterns and controls of the transient enhanced landsliding that follows strong
earthquakes remain elusive. Geostatistical models can provide clues on the underlying …
earthquakes remain elusive. Geostatistical models can provide clues on the underlying …
Landslide geometry reveals its trigger
Electronic databases of landslides seldom include the triggering mechanisms, rendering
these inventories unusable for landslide hazard modeling. We present a method for …
these inventories unusable for landslide hazard modeling. We present a method for …
[HTML][HTML] Data–driven classification of landslide types at a national scale by using Artificial Neural Networks
Classification of landslide type is an essential step in risk management, although is often
missing in large inventories. Here we propose a novel data-driven method that uses easily …
missing in large inventories. Here we propose a novel data-driven method that uses easily …
Effect of scale and map** unit on landslide susceptibility map** of Mandakini River Basin, Uttarakhand, India
Most of the research studies on landslide susceptibility map** (LSM) in the Himalayan
region consider small subsets of several geomorphological features such as river basins …
region consider small subsets of several geomorphological features such as river basins …