[PDF][PDF] Flood inundation mapping and depth modelling using machine learning algorithms and microwave data
Flooding is one of the most devastating natural hazards that significantly impact human life
and property. During floods, monitoring and mapping flood extent is crucial in identifying the …
and property. During floods, monitoring and mapping flood extent is crucial in identifying the …
Flood Inundation Mapping Using C-band Synthetic-aperture Radar and Random Forest Algorithm: A Methodological Basis
SS Parihar, S Matin - 5th World Congress on Disaster …, 2022 - taylorfrancis.com
The synthetic aperture radar (SAR) sensors are sensitive to parameters such as scattering
mechanism, surface roughness, the dielectric of the target feature, and incident angles. The …
mechanism, surface roughness, the dielectric of the target feature, and incident angles. The …
Machine learning ensemble model for flood susceptibility mapping
S Kundapura, A Soman… - 2022 IEEE 7th International …, 2022 - ieeexplore.ieee.org
Floods can be considered the most dangerous natural disaster, given their unpredictability
and capacity to wipe out valuable life and property. The timely and efficient prediction of …
and capacity to wipe out valuable life and property. The timely and efficient prediction of …
Development of an automated method for flood inundation monitoring, flood hazard, and soil erosion susceptibility assessment using machine learning and AHP …
Background Operational large-scale flood monitoring using publicly available satellite data
is possible with the advent of Sentinel-1 microwave data, which enables near-real-time (at 6 …
is possible with the advent of Sentinel-1 microwave data, which enables near-real-time (at 6 …
Flood Susceptibility Map of Periyar River Basin Using Geo-spatial Technology and Machine Learning Approach
Floods are among nature's most destructive disasters because they create extremely
extensive damage to structures, the environment, and people. Therefore, it is important to …
extensive damage to structures, the environment, and people. Therefore, it is important to …
Fusion of diverse data sources for flood extent mapping and risk assessment in Sindh: A comparative study of inundation mapping approaches
Accurate and timely mapping of flood extent is crucial for effective disaster response and
management. However, existing methods often face challenges in integrating diverse data …
management. However, existing methods often face challenges in integrating diverse data …
Flood risk mapping for the lower Narmada basin in India: a machine learning and IoT-based framework
NK Mangukiya, A Sharma - Natural Hazards, 2022 - Springer
Floods have a significant economic, social, and environmental impact in developing
countries like India. Settlements in flood hazard zones increase flood risk due to a lack of …
countries like India. Settlements in flood hazard zones increase flood risk due to a lack of …
Flood risk mapping using random forest and support vector machine
M Ganjirad, MR Delavar - ISPRS Annals of the …, 2023 - isprs-annals.copernicus.org
Floods are among the natural disasters that cause financial and human losses all over the
world every year. By production of a flood risk map and determination of potential flood risk …
world every year. By production of a flood risk map and determination of potential flood risk …
Flood mapping and simulation using sentinel 2 and SRTM data
I Muhammed - FUTY Journal of the Environment, 2020 - ajol.info
Flood is one of the most devastating natural disasters occurring and affecting lives and
economies globally. Hazards associated with floods are linked to storms raging across …
economies globally. Hazards associated with floods are linked to storms raging across …
Flood susceptibility mapping of Northeast coastal districts of Tamil Nadu India using Multi-source Geospatial data and Machine Learning techniques
S Saravanan, D Abijith - Geocarto International, 2022 - Taylor & Francis
Flooding is one of the most challenging and important natural disasters to predict, it is
becoming more frequent and more intense. The study area is badly damaged by devastating …
becoming more frequent and more intense. The study area is badly damaged by devastating …