A Fine-Scale Mangrove Map of China Derived from 2-Meter Resolution Satellite Observations and Field Data
文献类型：期刊论文
| 作者 | Zhang, Tao1; Hu, Shanshan2; He, Yun1; You, Shucheng1; Yang, Xiaomei3 ; Gan, Yuhang1; Liu, Aixia1
|
| 刊名 | ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
 |
| 出版日期 | 2021-02-01 |
| 卷号 | 10期号:2页码:18 |
| 关键词 | mangrove China high resolution remote sensing Gaofen-1 Ziyuan-3 object-based image analysis |
| DOI | 10.3390/ijgi10020092 |
| 通讯作者 | Hu, Shanshan(hushanshan@cnu.edu.cn) |
| 英文摘要 | Mangrove forests are important ecosystems in the coastal intertidal zone, but China's mangroves have experienced a large reduction in area from the 1950s, and the remaining mangrove forests are exhibiting increased fragmentation. A detailed mangrove dataset of China is crucial for mangrove ecosystem management and protection, but the fragmented mangrove patches are hardly mapped by medium resolution satellite imagery. To overcome these difficulties, we presented a fine-scale mangrove map for 2018 using the 2-meter resolution Gaofen-1 and Ziyuan-3 satellite imagery together with field data. We employed a hybrid method of object-based image analysis (OBIA), interpreter editing, and field surveying for mangrove mapping. The field survey route reached 9500 km, and 2650 patches were verified during the field work. Accuracy assessment by confusion matrix showed that the kappa coefficient reached 0.98, indicating a highly thematic accuracy of the mangrove dataset. Results showed the total area of mangrove forest in China for 2018 was 25,683.88 hectares, and approximately 91% of mangroves were found in the three provinces of Guangdong, Guangxi, and Hainan. About 64% of mangroves were distributed in or near the nature reserves established by national or local governments, which indicated that China's mangroves were well protected in recent years. The new fine-scale mangrove dataset was freely shared together with this paper, and it can be used by local authorities and research groups for mangrove management and ecological planning. |
| 资助项目 | National Key Research and Development Program of China[2016YFB0501403] ; Ministry of Natural Resources of China[121133000000190020] |
| WOS研究方向 | Computer Science ; Physical Geography ; Remote Sensing |
| 语种 | 英语 |
| WOS记录号 | WOS:000622607800001 |
| 出版者 | MDPI |
| 资助机构 | National Key Research and Development Program of China ; Ministry of Natural Resources of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/160501]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Hu, Shanshan |
| 作者单位 | 1.Land Satellite Remote Sensing Applicat Ctr LASAC, Beijing 100048, Peoples R China 2.Capital Normal Univ, Coll Resource Environm & Tourism, Beijing Lab Water Resources Secur, Beijing 100048, Peoples R China 3.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, LREIS, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Tao,Hu, Shanshan,He, Yun,et al. A Fine-Scale Mangrove Map of China Derived from 2-Meter Resolution Satellite Observations and Field Data[J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION,2021,10(2):18. |
| APA | Zhang, Tao.,Hu, Shanshan.,He, Yun.,You, Shucheng.,Yang, Xiaomei.,...&Liu, Aixia.(2021).A Fine-Scale Mangrove Map of China Derived from 2-Meter Resolution Satellite Observations and Field Data.ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION,10(2),18. |
| MLA | Zhang, Tao,et al."A Fine-Scale Mangrove Map of China Derived from 2-Meter Resolution Satellite Observations and Field Data".ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION 10.2(2021):18. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。