A Fast Neural Network-Based Approach for Joint MID-IR and FAR-IR Surface Spectral Emissivity Retrieval

Author:

Yang Zhenning1,Chen Xiuhong1,Huang Xianglei1,L’Ecuyer Tristan2,Drouin Brian3

Affiliation:

1. University of Michigan,Ann Arbor,MI,USA

2. University of Wisconsin-Madison,Madison,WI,USA

3. California Institute of Technology,Jet Propulsion Laboratory,Pasadena,CA,USA

Publisher

IEEE

Reference17 articles.

1. A Neural Network-based Cloud Mask for PREFIRE and Evaluation with Simulated Observations

2. A unified approach to interpreting model predictions;lundberg;Advances in neural information processing systems,2017

3. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proceedings of The 32nd International Conference on Machine Learning,2015

4. Neural network temperature and moisture retrieval algorithm validation for AIRS/AMSU and CrIS/ATMS

5. Retrieval of Surface Spectral Emissivity in Polar Regions Based on the Optimal Estimation Method

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