Remote Sensing for Natural Hazards Assessment and Control

Each year, natural hazards, such as earthquakes, landslides, avalanches, tsunamis, floods, wildfires, severe storms, and drought, , affect humans worldwide, resulting in deaths, suffering, and economic losses. According to insurance broker Aon, 2010–2019 was the worst decade on record for economic l...

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Médium:	E-kniha
Jazyk:	English
Vydavateľské údaje:	Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Predmet:	acoustic gravity waves Asaoka method ASTER Australia block adjustment burn severity burned burned area burnt area monitoring casualty prediction climate zones convolutional neural network coseismic effects deep learning deformation detection digital image correlation DInSAR displacement mapping earth observation earthquake El Niño ENSO exponential model extreme climate events field line resonance fires flash floods freeze–thaw processes Gaofen-2 geographic information system Geographic Information System (GIS) glacier hazards glacier instability glacier mass balance glacier surface energy glacier surface velocity ground deformation monitoring ground motion identification Guangdong Province hazard hazard chain heavy rainfall hillslope erosion ice avalanches identification image partition importance assessment InSAR Interferometric synthetic aperture radar (InSAR) Iran k-Nearest Neighbor land subsidence Landsat 8 landslides lithosphere-magnetosphere coupling Longchuan County machine learning algorithm mapping Mathematics and Science meta-heuristics mid-resolution sensors MODIS morphological operator MT-InSAR natural hazards optical flow permafrost phase correlation Physics PRISMA Qilian Mountains rainfall erosivity Random Forest reclaimed land Reference, Information and Interdisciplinary subjects relief remote sensing Research and information: general risk assessment rock mass strength rockfall source areas rockfall susceptibility RUSLE SAR offset tracking satellite imagery Sentinel 2 Sentinel-1A/B settlement prediction shallow landslides slope angle spatial distribution spatial division spatiotemporal pattern mining stacking support vector regression susceptibility assessment suspended sediment detection Sydney tailing dam risk management Terra time series analysis time series image stack time-series InSAR TRIGRS model turbidity Turpan–Hami basin UAS visual analysis vulnerability wide-area deformation wildfire wildfires Yan’an city
ISBN:	9783036568331, 3036568336, 3036568328, 9783036568324
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