Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network.

Qiu, Chunping; Mou, Lichao; Schmitt, Michael; Zhu, Xiao Xiang

Qiu, Chunping; Mou, Lichao; Schmitt, Michael; Zhu, Xiao Xiang.

Afiliación

Qiu C; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.
Mou L; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.
Schmitt M; Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), Oberpfaffenhofen, 82234 Wessling, Germany.
Zhu XX; Signal Processing in Earth Observation (SiPEO), Technical University of Munich (TUM), Arcisstr. 21, 80333 Munich, Germany.

ISPRS J Photogramm Remote Sens ; 154: 151-162, 2019 Aug.

Article en En | MEDLINE | ID: mdl-31417230

Palabras clave

Land cover; Local climate zones (LCZs); Long short-term memory (LSTM); Multi-seasonal; Recurrent neural network (RNN); Residual convolutional neural network (ResNet); Sentinel-2

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: ISPRS J Photogramm Remote Sens Año: 2019 Tipo del documento: Article País de afiliación: Alemania Pais de publicación: Países Bajos

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