[HTML][HTML] Flood mapping based on novel ensemble modeling involving the deep learning, Harris Hawk optimization algorithm and stacking based machine learning
Among the various natural disasters that take place around the world, flood is considered to
be the most extensive. There have been several floods in Buzău river basin, and as a result …
be the most extensive. There have been several floods in Buzău river basin, and as a result …
Artificial intelligence algorithms in flood prediction: a general overview
M Pandey - Geo-information for Disaster Monitoring and …, 2024 - Springer
This paper presents a comprehensive general overview of the extensive literature available
in the field of application of artificial intelligence (AI) in flood prediction. The initial approach …
in the field of application of artificial intelligence (AI) in flood prediction. The initial approach …
[HTML][HTML] Flood susceptibility mapping using SAR data and machine learning algorithms in a small watershed in northwestern Morocco
Flood susceptibility mapping plays a crucial role in flood risk assessment and management.
Accurate identification of areas prone to flooding is essential for implementing effective …
Accurate identification of areas prone to flooding is essential for implementing effective …
[HTML][HTML] Optimizing flood susceptibility assessment in semi-arid regions using ensemble algorithms: a case study of Moroccan High Atlas
Y Bammou, B Benzougagh, B Igmoullan, A Ouallali… - Natural Hazards, 2024 - Springer
This study explores and compares the predictive capabilities of various ensemble
algorithms, including SVM, KNN, RF, XGBoost, ANN, DT, and LR, for assessing flood …
algorithms, including SVM, KNN, RF, XGBoost, ANN, DT, and LR, for assessing flood …
Building information modeling integrated with environmental flood hazard to assess the building vulnerability to flash floods
Recently, significant global regions have encountered unparalleled consequences arising
from climate change, notably manifesting in the heightened intensity of flash floods which …
from climate change, notably manifesting in the heightened intensity of flash floods which …
Flood hazard potential evaluation using decision tree state‐of‐the‐art models
R Costache, A Arabameri, I Costache, A Crăciun… - Risk …, 2024 - Wiley Online Library
Floods occur frequently in Romania and throughout the world and are one of the most
devastating natural disasters that impact people's lives. Therefore, in order to reduce the …
devastating natural disasters that impact people's lives. Therefore, in order to reduce the …
[HTML][HTML] Flash flood susceptibility mapping of north-east depression of Bangladesh using different GIS based bivariate statistical models
MS Chowdhury - Watershed Ecology and the Environment, 2024 - Elsevier
Flash flood causes severe damage to the environment and human life across the world, no
exception is Bangladesh. Severe flash floods affect the northeastern portion of Bangladesh …
exception is Bangladesh. Severe flash floods affect the northeastern portion of Bangladesh …
[PDF][PDF] Watershed Ecology and the Environment
MS Chowdhury - researchgate.net
Flash flood causes severe damage to the environment and human life across the world, no
exception is Bangladesh. Severe flash floods affect the northeastern portion of Bangladesh …
exception is Bangladesh. Severe flash floods affect the northeastern portion of Bangladesh …