Deep convolutional neural network with random field model for lake ice mapping from Sentinel-1 imagery

Authors :: Rui Wu
Claude R. Duguay
Yiyi Ma
Ye Chen
Kui Li
Zihao Liu
Zhiguo Ma
Linlin Xu
Linglong Wangqu
Jiabin Pu
Source :: International Journal of Remote Sensing. 42:9351-9375
Publication Year :: 2021
Publisher :: Informa UK Limited, 2021.
Abstract: Timely information on lake ice cover conditions is critical in support of commercial shipping, winter-road transportation, and winter leisure activities such as snowmobiling and ice fishing. Monito...

Subjects :: Random field
Cover (telecommunications)
Fishing
General Earth and Planetary Sciences
Lake ice
Physical geography
Convolutional neural network
Geology

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