Exploring the multiple land degradation pathways across the planet
R Prăvălie - Earth-Science Reviews, 2021 - Elsevier
Land degradation has become one of the biggest environmental challenges human society
is currently facing, which is why understanding the global pattern of this land crisis is …
is currently facing, which is why understanding the global pattern of this land crisis is …
Insurance as an alternative for sustainable economic recovery after natural disasters: A systematic literature review
The risk of natural disasters has increased over the last few decades, leading to significant
economic losses across the globe. In response, research related to the risk of economic loss …
economic losses across the globe. In response, research related to the risk of economic loss …
Deep learning forecast of rainfall-induced shallow landslides
Rainfall triggered landslides occur in all mountain ranges posing threats to people and the
environment. Given the projected climate changes, the risk posed by landslides is expected …
environment. Given the projected climate changes, the risk posed by landslides is expected …
Landslide susceptibility analyses using Random Forest, C4. 5, and C5. 0 with balanced and unbalanced datasets
The effects of landslides have been exponentially increasing due to the rapid growth of
urbanization and global climate change. The information gained from predictive models and …
urbanization and global climate change. The information gained from predictive models and …
Explainable step-wise binary classification for the susceptibility assessment of geo-hydrological hazards
This research proposes a novel step-wise binary prediction framework for the susceptibility
assessment of geo-hydrological hazards specific to floods and landslides. The framework of …
assessment of geo-hydrological hazards specific to floods and landslides. The framework of …
Landslide susceptibility, ensemble machine learning, and accuracy methods in the southern Sinai Peninsula, Egypt: Assessment and Map**
Each year, thousands of tourists visit Egypt's Wadi Feiran region, which is one of the most
popular tourist sites in the Sinai Peninsula. The region's topography is distinctive and …
popular tourist sites in the Sinai Peninsula. The region's topography is distinctive and …
[HTML][HTML] Landslide assessment classification using deep neural networks based on climate and geospatial data
Y Tynchenko, V Kukartsev, V Tynchenko, O Kukartseva… - Sustainability, 2024 - mdpi.com
This study presents a method for classifying landslide triggers and sizes using climate and
geospatial data. The landslide data were sourced from the Global Landslide Catalog (GLC) …
geospatial data. The landslide data were sourced from the Global Landslide Catalog (GLC) …
Introducing the concept of a ladder of watershed management: A stimulus to promote watershed management approaches
Watershed Management (WM) as an ever-evolving process should be defined and
developed with its approaches. These approaches, which are developed over time, are the …
developed with its approaches. These approaches, which are developed over time, are the …
[HTML][HTML] Improving pixel-based regional landslide susceptibility map**
Regional landslide susceptibility map** (LSM) is essential for risk mitigation. While deep
learning algorithms are increasingly used in LSM, their extensive parameters and scarce …
learning algorithms are increasingly used in LSM, their extensive parameters and scarce …
[HTML][HTML] Insights from the topographic characteristics of a large global catalog of rainfall-induced landslide event inventories
Landslides are a key hazard in high-relief areas around the world and pose a risk to
populations and infrastructure. It is important to understand where landslides are likely to …
populations and infrastructure. It is important to understand where landslides are likely to …