Retrieval of chlorophyll a and suspended solid concentrations by hyperspectral remote sensing in Taihu Lake, China

Chlorophyll α（ch1-α） and suspended solid concentrations are two frequently used water quality parameters for monitoring a lake. Traditional measurement of ch1-α and suspended solids, requiring laborious laboratory work, which is often expensive and time consuming. Hyperspectral remote-sensing measurement provides a fast and easy tool for estimating water trophic status. In situ hyperspectral data on March 7-8, July 6-7, September 20 and December 7-8, 2004 and the corresponding water chemical data were used to regress the algorithm of water quality parameters. Results showed that the peak of water leaving radiance around 700 nm （R700） varied proportionally with ch1-α concentration, and moved to infrared when algal bloom occurred. The reflectance ratio of R702/R685 was well correlated with ch1-α when water surface in no algal bloom case and the correlation coefficient was better if absorption of phycocyanin was considered. The reflectance ratio R620/R531 was highly correlated to the concentration of suspended solids. The relationship between suspended solids and other band groups were also compared. Secchi disk depth could be calculated by non-linear correlation with suspended solids concentration.     

太湖梅梁湾水体中初级生产力的光学检测

研究了1998年5月,10月,12月。1999年8月以及2001年7月和9月的太湖梅梁湾的初级生产力和光照时发现,在不同水层中,20cm左右的水深处初级生产力最大,最大初级生产力与叶绿素a的关系是Pm=0.012[Chla]-0.028[Chla](n=30）,在叶绿素a与光谱之间关系以及初级生产力与光强之间关系的基础上,建立了初级生产力与光谱之间的关系,在蓝光光谱波段和红光光谱波段的Kd较大,较大,而550nm的Kd最小。     

蓝藻的卫星遥感研究进展

蓝藻在水体中分布广泛，对水体中碳、氮循环起到重要作用。蓝藻体内的藻蓝和藻红蛋白具有特征性光谱，通过这些光谱可以对蓝藻进行卫星遥感监测。本文主要从海洋、内陆水体中蓝藻的卫星遥感和国内水体生物光学研究状况等方面进行阐述，并对未来的研究趋势进行了展望。     

长江下游湖泊水体中有色可溶性物质的生物光学模式

通过2001年7月至2002年12月对长江下游的太湖、巢湖、龙感湖水体中有色可溶性物质的光吸收及荧光特性的研究发现:在对S值进行测定时,所测得的S值为0·0046nm-1(SD=0·0015,n=284),与文献中的0·014nm-1相差较大,可能是由于高浓度的DOC受到激发后在蓝光波段释放较强荧光的缘故;荧光强度与水体中DOC含量之间的关系较难确定,DOC与350nm光吸收(a(350nm))之间呈现较强的线性关系,其相关值达到0·673(n=284);荧光强度与a(350nm)之间线性关系相对较弱,其相关值为0·497(n=214);从上面的结果可以看出,用荧光的方法直接测定DOC含量的可信度相对较低,而直接利用光吸收测定的可信度较高。     

Variation in downwelling diffuse attenuation coefficient in the northern South China Sea

The diffuse attenuation coefficient for downwelling irradiance （Kd（λ）） is an important parameter for ocean studies. Based on the optical profile data measured during three cruises in the northern South China Sea in autumn from 2003 to 2005, variations in the Kd（λ） spectra were analyzed. The variability of Kd（λ） shows much distinct features in both magnitude and spectra pattern, it is much higher in coastal waters than that of open oceanic waters; and the blue-to-green （443/555） ratio of Kd（λ） tends to increase with chlorophyll a concentration （[Chl-a]） from open ocean to coastal waters. These characteristics can be explained most by the increase of aw＋p（443）/aw＋p（555） with [Chl-a]. In short waveband, the relation between Kd（λ）-Kw（λ） and [Chl-a] can be well described by a power law function, indicating the large contribution of phytoplankton to the variations in Kd（λ）. As for the spectral model of the diffuse attenuation coefficient, there are good linear relationships between Kd（490） and Kd（λ） in other wavelengths with own slope and intercept of a linear functions in the spectral range 412-555 nm. Kd（490） is well correlated with the spectral ratio of remote sensing reflectance; and should enough measurement data are given, this empirical algorithm would be used in the Kd（λ） retrieval from ocean color satellite data. The variation in Kd（λ） provides much useful information for us to study the bio-optical property in the northern South China Sea.     

南海北部海区非藻类颗粒物吸收系数的变化特性

在2003年10月广东沿岸航次和2004年9月南海北部开放航次数据的基础上,分析了南海北部水体非藻类颗粒物吸收系数(aNAP(λ))的变化。结果显示,沿岸水体的非藻类颗粒物吸收光谱斜率(SNAP)平均值为0.010 3nm-1(标准偏差=0.000 7 nm-1),随叶绿素a浓度的增大呈现出减小的趋势,南海北部开阔海域水体SNAP的平均值为0.009 0 nm-1(标准偏差=0.001 3 nm-1);沿岸水体受陆源性输入的影响较大,表层水体aNAP(440)随盐度的增大而减小,随总悬浮颗粒物(SPM)浓度的增大而增大,aNAP(440)/SPM平均为0.045 m2.g-1;南海北部开阔海域水体非藻类颗粒物的吸收明显偏小,表层水体的aNAP(440)与盐度存在较弱的线性相关,与SPM之间没有表现出明显的相关性,aNAP(440)与叶绿素a浓度之间存在一定的幂指数关系,表明外海水体浮游植物的降解是非藻类颗粒物的主要来源之一。     

黄海渔业资源密度空间插值方法的比较研究

空间插值是渔业生态学研究,特别是海洋生态系统模型构建中的常用工具。为找到适合黄海渔业资源密度的插值方法,本文对四种常用的空间插值方法进行了比较研究。四种插值方法分别为反距离加权（Inverse distance weighted,IDW）、全局多项式（global polynomial interpolation,GPI）、局部多项式（local polynomial interpolation,LPI）和普通克里格（ordinary kriging,OK）。采用交叉验证分析（cross-validation diagnostic）确定不同插值方法的准确度。同时,结合渔业资源密度空间分布的可视化表达,比较不同插值方法结果的优劣。结果表明,原始的生物学数据具有典型的非正态分布特征,对数转化方法能让其显著地接近或符合正态分布。四个调查阶段中,指数模型在2014年8月和10月为最佳半方差函数,2015年1月和5月数据具有明显的纯块金效应。配对样本T检验表明,预测数据和实测数据之间没有显著差异（P>0.05）。交叉验证结果表明,OK在2014年10月插值效果最好,IDW在剩余的三个航次表现最佳,GPI和LPI表现效果不佳。OK在空间分布的可视化表达方面效果最好,既不像IDW一样有较多的“牛眼”效应,也不像GPI和LPI一样具有过多的平滑效果。然而,纯块金效应的存在有时会影响OK的应用。综上所述,我们推荐操作简单且处理快速的IDW作为黄海渔业资源密度常规的插值方法。     

Deposition of duststorm particles during 2000–2012 in the South Yellow Sea,China based on satellite data

In this study,about 220 satellite images between 2000 and 2012 were obtained from FY-series,MODIS,CBERS,HJ-1A and HJ-1B to estimate the impact of duststorms on the South Yellow Sea(SYS),which serve as an important source of particles there.The analyzing results from the images support a total occurrence of 88 duststorms(including the locally-generated dusty weather) that affected the SYS during 2000–2012.The annual occurrence was about 4–10 times(10 times in 2000 and 2004;four times in 2009 and 2012),predominantly in March(29%),April(33%) and May(22%).By mapping the distribution of their frequency,the duststorms influencing the SYS were found primarily moving from the northwest(39 times,44.3%) and west(37 times,42%) to the study region with only 11 duststorms(12.5%) coming from the north and 1 duststorm(1%) from the southwest.We estimated that an annual amount of 0.5–3.5 million tons of sediment particles was brought to the SYS by the duststorms during 2000–2012.     

湖泊中有色可溶性物质对近紫外及蓝光衰减的影响

研究巢湖(藻型湖泊)和龙感湖(草型湖泊)的有色可溶性物质(CDOC)对近紫外及蓝光衰减的影响时发现：巢湖水体中可溶性有机碳含量比龙感湖大。2个湖泊中来源不同的可溶性有机碳对光的吸收极其相似,只是在量上有差异。在巢湖水体中,光的衰减曲线在355—400nm之间有一个峰,且Kd值较大,而在龙感湖水体中,光的衰减曲线在500nm以下时随着波长的递减而增加。从CDOC对Kd的贡献来看,它们之间最大的相关是在355nm左右,这是悬浮质、叶绿素以及CDOC共同作用的结果。     

黄、东海边界悬浮物输运量的卫星遥感估算

利用2002—2015年的中等分辨率成像光谱仪(Moderate Resolution Imaging Spectroradiometer, MODIS)第4波段反射率产品对黄、东海边界的悬浮物输运情况进行了分析, 同时利用黄、东海2003年现场实测的悬浮物含量数据和这期间准实时的MODIS影像数据, 建立了基于MODIS第4波段遥感反射率的悬浮物含量遥感反演模型。基于该模型, 反演黄、东海表层悬浮物浓度, 并计算悬浮物扩散面积。利用反演得到的表层悬浮物浓度和悬浮物浓度垂向预测模型, 获取垂直方向上的悬浮物浓度, 同时结合水深、扩散面积数据, 计算特定时刻水体中的悬浮物含量。利用插值方法获得整个输运过程中各时刻水体中的悬浮物的含量, 计算各个时刻悬浮物含量的总和作为悬浮物的输送量。对2002年10月至2003年4月黄海向东海的悬浮输送量进行估算, 估算结果为153Mt。