Bio-Optical Characteristics of the Black Sea Coastal Waters near Sevastopol: Assessment of the MODIS and VIIRS Products Accuracy

IF 0.7 Q4 OCEANOGRAPHY
E. Skorokhod, T. Churilova, T. Efimova, N. Moiseeva, V. Suslin
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Abstract

Purpose. The purpose of the work is to evaluate accuracy of the satellite products for the coastal waters near Sevastopol, generated by the standard algorithms based on the MODIS and VIIRS (installed at the artificial Earth satellites Aqua and Terra, and at Suomi NPP, respectively) data. Methods and Results. In situ sampling was carried out at the station (44°37’26" N and 33°26’05" E) located at a distance of two miles from the Sevastopol Bay. The chlorophyll a concentration was measured by the spectrophotometric method. The spectral light absorption coefficients by optically active components were measured in accordance with the current NASA protocol. The spectroradiometers MODIS and VIIRS Level-2 data with spatial resolution 1 km in nadir around the in situ station (44°37’26"±0°00’32" N and 33°26’05"±0°00’54" E) were used. The satellite products were processed by the SeaDAS 7.5.3 software developed in NASA. The research showed that the standard NASA algorithms being applied to the MODIS and VIIRS data, yielded incorrect values of the optically active components’ content in the Black Sea coastal waters near Sevastopol as compared to the data of in situ measurements in the same region: the satellite-derived “chlorophyll a concentration” was on average 1.6 times lower in spring, and 1.4 times higher in summer; the contribution of phytoplankton to total light absorption at 443 nm was underestimated in 8.7 times; the light absorption by colored detrital matter was overestimated in 2.2 times. Conclusions. The NASA standard algorithms are inapplicable to calculating bio-optical indices in the coastal waters of the Black Sea near Sevastopol since they provide incorrect values of the satellite products (Ca-s, aph-s(443) and aCDM-s(443)). Operative ecological monitoring based on satellite data requires development of a regional algorithm taking into account the seawater optical features in the region and in the coastal zone, in particular.
塞瓦斯托波尔附近黑海沿岸水域的生物光学特性:MODIS和VIIRS产品精度评估
意图这项工作的目的是评估塞瓦斯托波尔附近沿海水域的卫星产品的准确性,这些产品是由基于MODIS和VIIRS(分别安装在人造地球卫星Aqua和Terra以及Suomi NPP)数据的标准算法生成的。方法和结果。现场采样在距离塞瓦斯托波尔湾两英里的站点(北纬44°37'26“,东经33°26'05”)进行。用分光光度法测定了叶绿素a的浓度。光学活性成分的光谱光吸收系数是根据当前的NASA协议测量的。使用了MODIS和VIIRS二级光谱仪数据,空间分辨率为1 km,位于原位站周围的最低点(44°37'26“±0°00'32”N和33°26'05“±0℃00'54”E)。卫星产品由美国国家航空航天局开发的SeaDAS 7.5.3软件处理。研究表明,美国国家航空航天局的标准算法应用于MODIS和VIIRS数据,与同一地区的现场测量数据相比,塞瓦斯托波尔附近黑海沿岸水域的光学活性成分含量值不正确:卫星得出的“叶绿素a浓度”在春季平均低1.6倍,夏季高1.4倍;浮游植物对443nm总光吸收的贡献被低估了8.7倍;有色碎屑物质对光的吸收被高估了2.2倍。结论。美国国家航空航天局的标准算法不适用于计算塞瓦斯托波尔附近黑海沿岸水域的生物光学指数,因为它们提供了不正确的卫星产品值(Ca-s、aph-s(443)和aCDM-s(443))。基于卫星数据的有效生态监测需要开发一种区域算法,特别是考虑到该地区和沿海地区的海水光学特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physical Oceanography
Physical Oceanography OCEANOGRAPHY-
CiteScore
1.80
自引率
25.00%
发文量
8
审稿时长
24 weeks
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