Mapping Paddy Rice in Complex Landscapes with Landsat Time Series Data and Superpixel-Based Deep Learning Method

The spatial pattern and temporal variation in paddy rice areas captured by remote sensing imagery provide an effective way of performing crop management and developing suitable agricultural policies. However, fragmented and scattered rice paddies due to undulating and varied topography, and the avai...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Hongguo Zhang, Binbin He, Jin Xing
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	paddy rice mapping long time series Landsat superpixel segmentation deep learning MLSTM-FCN
Online Access:	https://www.mdpi.com/2072-4292/14/15/3721