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Investigation the Behavior of MODIS Ocean Color Products under the 2008 Red Tide in the Eastern Persian Gulf

机译:在波斯海夫东部2008红潮下调查Modis海洋颜色产品的行为

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Biophysical properties of water undergo serious variations under red tide (RT) outbreak. During RT conditions, algal blooms spread out in the estuarine, marine and fresh waters due to different triggering factors such as nutrient loading, marine currents, and monsoonal winds. The Persian Gulf (PG) was a talent region subjected to different RTs in recent decade. A massive RT started from the Strait of Hormuz in October 2008 and extended towards the northern parts of the PG covering more than 1200 km of coastlines. The bloom of microorganism C. Polykrikoides was the main specie that generated large fish mortalities, and hampered marine industries, and water desalination appliances. Ocean color satellite data have many advantages to monitor and alarm RT occurrences, such as wide and continuous extent, short time of imagery, high accessibility, and appropriate estimation of ocean color parameters. Since 1999, MODerate Resolution Imaging Spectroradiometer (MODIS) satellite sensor has estimated satellite derived chlorophyll-a (Chl-a), normalized fluorescence line height (nFLH), and diffuse attenuation coefficient at 490nm (kd490). It provides a capability to study the behavior of these parameters during RT and normal conditions. This study monitors variations in satellite derived Chl-a, nFLH, and kd490 under both RT and normal conditions of the PG between 2002 and 2008. Up to now, daily and monthly variations in these products were no synchronously investigated under RT conditions in the PG. In doing so, the MODIS L1B products were provided from NASA data archive. They were corrected for Rayleigh scattering and gaseous absorption, and atmospheric interference in turbid coastal waters, and then converted to level 2 data. In addition, Enhanced Red Green Blue (ERGB) image was used to illustrate better water variations. ERGB image was built with three normalized leaving water radiance between 443 to 560nm. All the above data processes were applied by SeaDAS 7 software package. The Strait of Hormuz was selected as the study area in the eastern part of the PG. Images including high cloud coverage (>50%) over the study area were filtered out. The classification maps of the above products were shown during RT and normal periods. Monthly variations of mentioned products were calculated for the dates before, during, and after RT appearance. The results were demonstrated as time-series diagrams. All the above calculations and presentations were performed in Matlab 7 software package. The results show that MODIS Chl-a, nFLH, and kd490 increased during the 2008 RT. Based on the feedback of these parameters under RT conditions, hybrid ocean color index (HOCI) is defined. HOCI is able to display better water variations during RT outbreak. High values of HOCI show RT affected areas.
机译:水的生物物理特性在红潮(RT)爆发下发生严重变化。在RT条件下,由于不同的触发因素,如营养负载,海洋电流和季风风,藻类,海洋和新鲜水域中的藻类绽放。波斯湾(PG)是近十年来遭受不同RTS的人才区域。 2008年10月的Hormuz海峡开始了巨大的RT,并延伸到PG的北部,覆盖超过1200公里的海岸线。微生物C. polykrikoides的绽放是产生大型鱼类死亡率和妨碍海洋工业和水海水淡化器具的主要特色。海洋彩色卫星数据有许多优势来监控和报警RT发生,如广泛和连续的程度,图像的短时间,高可访问性和海洋颜色参数的适当估计。自1999年以来,中等分辨率成像光谱辐射计(MODIS)卫星传感器具有估计卫星衍生的叶绿素-α(CHL-A),归一化荧光线高度(NFLH),以及490nm(KD490)的漫反射率系数。它提供了在RT和正常条件期间研究这些参数的行为的能力。本研究监测卫星衍生的CHL-A,NFLH和KD490的变化,在2002和2008年的PG的RT和正常条件下。目前,这些产品的每日和每月变化在PG中的RT条件下没有同步研究。在此过程中,MODIS L1B产品来自NASA数据存档。它们被校正为瑞利散射和气体吸收,以及浑浊的沿海水域大气干扰,然后转换为2级数据。此外,增强的红色绿色蓝色(ERGB)图像用于说明更好的水变化。 ERGB图像采用三个归一化的留在443至560nm之间的水辐射。 SeadaS 7软件包应用于上述所有数据流程。 Hormuz的海峡被选为PG东部的研究区。滤出了在研究区内的高云覆盖率(> 50%)的图像被滤出。在RT和正常时段期间显示了上述产品的分类地图。提到的产品的每月变化是针对在Rt外观之前,期间和之后的日期计算的。结果被证明为时间序列图。以上所有计算和演示文稿都在Matlab 7软件包中进行。结果表明,MODIS CHL-A,NFLH和KD490在2008 RT期间增加。根据RT条件下的这些参数的反馈,定义了混合海洋颜色指数(HOCI)。 Hoci能够在RT爆发期间显示更好的水域变化。 Hoci的高值显示RT受影响的区域。

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