Inversion of oceanic chlorophyll concentrations by neural networks
文献类型：期刊论文
| 作者 | Zhan, HG ; Shi, P ; Chen, CQ |
| 刊名 | CHINESE SCIENCE BULLETIN
 |
| 出版日期 | 2001 |
| 卷号 | 46期号:2页码:158-161 |
| 关键词 | neural network chlorophyll concentration remote sensing reflectance inversion Case II waters |
| ISSN号 | 1001-6538 |
| 通讯作者 | Zhan, HG, Chinese Acad Sci, S China Sea Inst Oceanog, Guangzhou 510301, Peoples R China |
| 中文摘要 | Neural networks (NNs) for the inversion of chlorophyll concentrations from remote sensing reflectance measurements were designed and trained on a subset of the SeaBAM data set. The remaining SeaBAM data set was then applied to evaluating the performance of NNs and compared with those of the SeaBAM empirical algorithms, NNs achieved better inversion accuracy than the empirical algorithms in most of chlorophyll concentration range, especially in the intermediate and high chlorophyll regions and Case II waters, Systematic overestimation existed in the very low chlorophyll (<0.031 mg/m(3)) region, and little improvement was obtained by changing the size of the training data set. |
| 学科主题 | Multidisciplinary Sciences |
| 收录类别 | SCI |
| 原文出处 | SCIENCE PRESS |
| WOS记录号 | WOS:000167010200016 |
| 公开日期 | 2011-07-03 |
| 源URL | [http://ir.scsio.ac.cn/handle/344004/5495]  |
| 专题 | 南海海洋研究所_热带海洋环境国家重点实验室(LTO) |
| 推荐引用方式 GB/T 7714 | Zhan, HG,Shi, P,Chen, CQ. Inversion of oceanic chlorophyll concentrations by neural networks[J]. CHINESE SCIENCE BULLETIN,2001,46(2):158-161. |
| APA | Zhan, HG,Shi, P,&Chen, CQ.(2001).Inversion of oceanic chlorophyll concentrations by neural networks.CHINESE SCIENCE BULLETIN,46(2),158-161. |
| MLA | Zhan, HG,et al."Inversion of oceanic chlorophyll concentrations by neural networks".CHINESE SCIENCE BULLETIN 46.2(2001):158-161. |
入库方式： OAI收割
来源：南海海洋研究所
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