Recent Remote Sensing Sensor Applications - Satellites and Unmanned Aerial Vehicles (UAVs) 2022
DOI: 10.5772/intechopen.106982
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Introductory Chapter: Automatic Detection of Ice Covers in Airborne Radar Data Using Genetic Algorithm

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“…Furthermore, limited global coverage and temporal frequency of observation has constrained the application of active microwave remote sensing in global lake ice monitoring [ 11 , 12 ]. Lake ice monitoring with active microwave mainly adopts a threshold method [ 10 , 20 ], an unsupervised classification segmentation method [ 21 ], or a machine learning method [ 22 , 23 ]. Spaceborne microwave radiometers have observations with relatively high temporal resolution since 1978, which are valuable to ice phenology studies [ 11 ]; however, its coarser spatial resolution is only suitable for the study of great lakes.…”
Section: Introductionmentioning
confidence: 99%
“…Furthermore, limited global coverage and temporal frequency of observation has constrained the application of active microwave remote sensing in global lake ice monitoring [ 11 , 12 ]. Lake ice monitoring with active microwave mainly adopts a threshold method [ 10 , 20 ], an unsupervised classification segmentation method [ 21 ], or a machine learning method [ 22 , 23 ]. Spaceborne microwave radiometers have observations with relatively high temporal resolution since 1978, which are valuable to ice phenology studies [ 11 ]; however, its coarser spatial resolution is only suitable for the study of great lakes.…”
Section: Introductionmentioning
confidence: 99%