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A spectral-temporal constrained deep learning method for tree species mapping of plantation forests using time series Sentinel-2 imagery

Zehua Huang, Liheng Zhong, Feng Zhao, Jin Wu, Hao Tang, Zhengang Lv, Binyuan Xu, Longfei Zhou, Rui Sun, Ran Meng

2023ISPRS Journal of Photogrammetry and Remote Sensing43 citationsDOI

Topics & Concepts

Computer scienceTree (set theory)Remote sensingFeature extractionArtificial intelligenceTemporal databaseTime seriesPattern recognition (psychology)AdaptabilityFeature (linguistics)Data miningMachine learningGeographyEcologyMathematicsMathematical analysisPhilosophyBiologyLinguisticsRemote Sensing in AgricultureSpecies Distribution and Climate ChangeRemote Sensing and LiDAR Applications
A spectral-temporal constrained deep learning method for tree species mapping of plantation forests using time series Sentinel-2 imagery | Litcius