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An Ocean Emissivity Model Trained from Polarization BRDF Matrix through Multilayer Perceptron Neural Network

Haoxin GAO Lingli HE Yang HAN Fuzhong WENG

气象学报（英文版）2025，Vol.39Issue(4)：887-903,17.

气象学报（英文版）2025，Vol.39Issue(4)：887-903,17.DOI:10.1007/s13351-025-4169-3

An Ocean Emissivity Model Trained from Polarization BRDF Matrix through Multilayer Perceptron Neural Network

Haoxin GAO ¹Lingli HE ²Yang HAN ³Fuzhong WENG⁴

作者信息

1. School of Remote Sensing & Geomatics Engineering,Nanjing University of Information Science & Technology,Nanjing 210044||State Key Laboratory of Severe Weather Meteorological Science and Technology(LaSW),Chinese Academy of Meteorological Sciences,China Meteorological Administration,Beijing 100081
2. National Meteorological Centre,China Meteorological Administration,Beijing 100081
3. State Key Laboratory of Severe Weather Meteorological Science and Technology(LaSW),Chinese Academy of Meteorological Sciences,China Meteorological Administration,Beijing 100081||CMA Earth System Modeling and Prediction Centre,China Meteorological Administration(CMA),Beijing 100081
4. CMA Earth System Modeling and Prediction Centre,China Meteorological Administration(CMA),Beijing 100081
折叠

摘要

关键词

pBRDF(polarized Bidirectional Reflectance Distribution Function)/emissivity/neural network/radiat-ive transfer model

Key words

pBRDF(polarized Bidirectional Reflectance Distribution Function)/emissivity/neural network/radiat-ive transfer model

引用本文复制引用

Haoxin GAO,Lingli HE,Yang HAN,Fuzhong WENG..An Ocean Emissivity Model Trained from Polarization BRDF Matrix through Multilayer Perceptron Neural Network[J].气象学报（英文版）,2025,39(4):887-903,17.

基金项目

Supported by the National Key Research and Development Program of China(2021YFB3900400)and National Natural Science Foundation of China(U2142212). （2021YFB3900400）

气象学报（英文版）

ISSN：0894-0525

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