基于FY-3A的湛江湾及其邻近海域叶绿素a遥感监测研究

海洋学研究 ›› 2013, Vol. 31 ›› Issue (4): 32-36.

基于FY-3A的湛江湾及其邻近海域叶绿素a遥感监测研究

刘大召^1,2,3, 付东洋^*1, 丁又专¹, 张莹¹, 王文芳¹, 栾虹¹

1.广东海洋大学海洋遥感与信息技术实验室,广东湛江 524088;
2.卫星海洋环境动力学国家重点实验室, 浙江杭州 310012;
3.国家海洋局第二海洋研究所,浙江杭州 310012

收稿日期:2013-04-01 修回日期:2013-08-02 出版日期:2013-12-15 发布日期:2022-11-29
通讯作者: *付东洋,副教授,E-mail:fdy163@163.com
作者简介:刘大召(1972-),男,河南平顶山市人,博士研究生,主要从事海洋水色遥感方面的研究。E-mail:llddz@163.com
基金资助:
国家自然科学基金项目资助(41340049);国家海洋公益性行业科研专项经费项目资助(201305019);浙江省博士后基金项目资助(BSH1301015);国家海洋局第二海洋研究所博士后基金项目资助(JG1208,JG1319);中科院南海所热带海洋环境国家重点实验室开放基金项目资助(LTO1105);广东海洋大学博士启动基金项目资助(E11332)

Remote sensing of chlorophyll-a in Zhanjiang Bay and its adjacent waters based on FY-3A

LIU Da-zhao^1,2,3, FU Dong-yang¹, DING You-zhuan¹, ZHANG Ying¹, WANG Wen-fang¹, LUAN Hong¹

1. Ocean Remote Sensing and Information Technology Laboratory, Guangdong Ocean University, Zhanjiang 524088, China;
2. State Key Laboratory of Satellite Ocean Environment Dynamics, Hangzhou 310012, China;
3. The Second Institute of Oceanography, SOA, Hangzhou 310012, China

Received:2013-04-01 Revised:2013-08-02 Online:2013-12-15 Published:2022-11-29

摘要/Abstract

摘要： 叶绿素a质量浓度是水体水环境一个重要指标。本文结合实测的叶绿素a质量浓度、水体的光谱数据和FY-3A中等分辨率成像光谱仪的数据,研究利用FY-3A遥感监测湛江湾及其邻近海域叶绿素a质量浓度的可行性。研究结果表明,湛江湾海域大部水体接近一类水体,二类水体主要集中在湛江港附近的狭小封闭海域;OC4算法可以用于湛江湾海域的叶绿素a质量浓度的遥感监测,实测叶绿素a质量浓度与反演的叶绿素a质量浓度具有较好的相关性,相关系数R达到0.7以上;FY-3A中等分辨率成像光谱仪的数据可以较好地反映湛江湾海域叶绿素a质量浓度的空间分布。

关键词: 湛江湾, 叶绿素a, 遥感监测, FY-3A

Abstract: The chlorophyll-a concentration is one of important index for the water environment. Based on the measured chlorophyll-a concentration, water spectral data and FY-3A moderate resolution imaging spectrometer data, the feasibility of using FY-3A to monitor the chlorophyll-a concentration in Zhanjiang Bay and its adjacent waters was researched. The results show that the waters of the Zhanjiang Bay is close to case one water, and case two water is mainly distributed in the narrow and enclosed area near the Zhanjiang Harbour; and the OC4 algorithm can be used to monitor the remote sensing of the chlorophyll-a concentration in the Zhanjiang Bay. The measured chlorophyll-a concentration has good correlation with the retrieved one, and the correlation coefficient R is better than 0.7. FY-3A medium resolution imaging spectrometer data can reflect the distribution of chlorophyll-a concentration in Zhanjiang Bay.

Key words: Zhanjiang Bay, chlorophyll-a, remote sensing, FY-3A

中图分类号:

Q948.8
TP79

刘大召, 付东洋, 丁又专, 张莹, 王文芳, 栾虹. 基于FY-3A的湛江湾及其邻近海域叶绿素a遥感监测研究[J]. 海洋学研究, 2013, 31(4): 32-36.

LIU Da-zhao, FU Dong-yang, DING You-zhuan, ZHANG Ying, WANG Wen-fang, LUAN Hong. Remote sensing of chlorophyll-a in Zhanjiang Bay and its adjacent waters based on FY-3A[J]. Journal of Marine Sciences, 2013, 31(4): 32-36.

参考文献

[1] KANG Jian-hua, CHEN Xing-qun,HANG Bang-qin. Study on the spatial and temporal variation of surface chlorophyll a in Taiwan Strait and its adjacent waters[J]. Journal of Oceanography in Taiwan Strait,2010,29(1):34-41.
康建华,陈兴群,黄邦钦.台湾海峡及其邻近海域表层水叶绿素a含量时空变化特征[J].台湾海峡,2010,29(1):34-41.
[2] QIAN Li, LIU Wen-ling, ZHENG Xiao-shen. Spatial-temporal variation of Chlorophyll-a concentration in Bohai Sea based on MODIS[J]. Marine Science Bulletin,2011,30(6):683-687.
钱莉,刘文岭,郑小慎.基于MODIS数据反演的渤海叶绿素质量浓度时空变化[J].海洋通报,2011,30(6):683-687.
[3] GORDAN H R, BROWN O B, EVANS R H, et al. A semianalytic radiance model of ocean color[J]. Journal of Geophysical Research,1988,93(D9):10 909-10 924.
[4] GITELSON A A. The peak near 700 nm on reflectance spectra of algae and water: Relationships of its magnitude and position with chlorophyll concentration[J]. International Journal of Remote Sensing,1992,13(7):3 367-3 373.
[5] LE Cheng-feng, LI Yun-mei, ZHA Yong, et al. A four-band semi-analytical model for estimating chlorophyll a in highly turbid lakes:The case of Taihu Lake, China[J].Remote Sensing of Environment,2009,113(6):1 175-1 182.
[6] LE Cheng-feng, LI Yun-mei, SUN De-yong, et al. Spatio-temporal distribution of chlorophyll a concentration and its estimation in Taihu Lake[J]. Environmental Scrience,2008,29(3):619-626.
乐成峰,李云梅,孙德勇,等.太湖叶绿素a质量浓度时空分异及其定量反演[J].环境科学,2008,29(3):619-626.
[7] DU Jia,ZHANG Bo,SONG Kai-shan, et al. Research on correlations between chlorophyll a concentration and reflectance spectral of Songhua Lake[J].Remote Sensing Technology and Application,2010,25(1):50-56.
杜嘉,张柏,宋开山,等. 松花湖水体叶绿素a含量与反射光谱特征关系初探[J]. 遥感技术与应用,2010,25(1):50-56.
[8] YANG Yu,LI Yun-mei,WANG Qiao, et al. Retrieval of chlorophyll-a concentration in the turbid and eutrophic Taihu Lake[J]. Journal of GEO-information Science,2009,11(5):597-603.
杨煜,李云梅,王桥,等.富营养化的太湖水体叶绿素a浓度模型反演[J].地球信息科学,2009,11(5):597-603.
[9] GITELSON A A,GARBUZOY G, SZILSGYI F,et a1. Quantitative remote sensing methods for real-time monitoring of inland waters quality[J]. International Journal of Remote Sensing,1993,14(7):269-295.