Latent Diffusion Model for Chlorophyll Remote Sensing Spectral Synthesis Integrating Bio-Optical Priors and Band Attention Mechanisms

Global freshwater resources face severe water quality degradation, with chlorophyll-a (Chl-a) concentration serving as a critical eutrophication indicator. While deep learning methods enable accurate Chl-a retrieval from remote sensing reflectance (Rrs) spectra, the scarcity of paired Rrs-Chl-a samp...

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Principais autores:	Jinming Liu, Haoran Zhang, Jianlong Huang, Hanbin Wen, Qinpei Chen, Jiayi Liu, Chaowen Wen, Huiling Tang, Zhaohua Sun
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2026-04-01
叢編:	Applied Sciences
主題:	aquatic optics generative models domain knowledge integration dataaugmentation earth observation water quality
在線閱讀:	https://www.mdpi.com/2076-3417/16/8/3892
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