Prediction of coastal erosion susceptible areas of Quang Nam Province, Vietnam using machine learning models

BN Thanh, T Van Phong, PT Trinh, R Costache… - Earth Science …, 2024 - Springer
Globally, coastal erosion significantly impacts the socio-economic conditions and
infrastructure development of coastal regions, with Vietnam facing considerable challenges …

Local resampling for locally weighted Naïve Bayes in imbalanced data

F Sağlam, MA Cengiz - Computing, 2024 - Springer
Abstract Locally Weighted Naïve Nayes (LWNB) method establishes a weighted Naïve
Bayes model in different neighborhoods of each query point. LWNB, like other classification …

Novel ensemble models based on the Split‐Point Sampling and Node Attribute Subsampling Classifier for groundwater potential mapping

Z Wang, TD Le, K Tian, TV Phong… - Earth and Space …, 2024 - Wiley Online Library
Groundwater potential maps are crucial tools for effectively managing water resources,
particularly in agriculturally focused countries such as Vietnam. However, creating these …

Analysis of Trends in the Distance of Wildfires from Built-Up Areas in Spain and California (USA): 2007–2015

M Marey-Perez, Ó López-Álvarez, L Franco-Vázquez - Forests, 2024 - mdpi.com
Wildfires present a significant risk to societies globally due to population growth,
concentrated activities, climate change, and extreme environmental conditions. To establish …

Robust stacking-based ensemble learning model for forest fire detection

K Akyol - International Journal of Environmental Science and …, 2023 - Springer
Forests reduce soil erosion and prevent drought, wind, and other natural disasters. Forest
fires, which threaten millions of hectares of forest area yearly, destroy these precious …

Influence of Terrain Slope on Sub-Surface Fire Behavior in Boreal Forests of China

Y Shan, B Gao, S Yin, D Shao, L Cao, B Yu, C Cui… - Fire, 2024 - mdpi.com
In recent years, the influence of extreme weather patterns has led to an alarming increase in
the frequency and severity of sub-surface forest fires in boreal forests. The Ledum palustre …

Forestry Ecosystem Protection from the Perspective of Eco-civilization Based on Self-Attention Using Hierarchical Dilated Convolutional Neural Network

R Meng - International Journal of Computational Intelligence …, 2024 - Springer
Ensuring the sustainable protection of forestry ecosystems faces numerous challenges. One
significant hurdle is the constant threat of illegal logging and deforestation. Despite various …

Global fire modelling and control attributions based on the ensemble machine learning and satellite observations

Y Zhang, J Mao, DM Ricciuto, M Jin, Y Yu, X Shi… - Science of Remote …, 2023 - Elsevier
Contemporary fire dynamics is one of the most complex and least understood land surface
phenomena. Global fire controls related to climate, vegetation, and anthropogenic activity …

[图书][B] Water, Land, and Forest Susceptibility and Sustainability: Geospatial Approaches and Modeling

U Chatterjee, B Pradhan, SK Subbiah, S Saha… - 2022 - books.google.com
Water, Land, and Forest Susceptibility and Sustainability, Volume 1: Geospatial Approaches
& Modeling brings an interdisciplinary perspective to solving complex problems in …

[HTML][HTML] Multi-Criteria Wildfire Risk Hazard Assessment in GIS Environment: Projection for the Future and Impact on RES Projects Installation Planning

A Pallikarakis, F Konstantopoulou - Journal of Geoscience and …, 2024 - scirp.org
It is alarming for the fact that Wildfires number, severity and consequently impact have
significantly increased during the last years, an aftermath of the Climate Change. One of the …