College of Public Health, Division of Environmental Health Sciences, The Ohio State University, 1841 Neil Ave. Columbus, OH 43212, USA.
Division of Geodetic Science, School of Earth Sciences, The Ohio State University, 125 S. Oval Mall, Columbus, OH 43210, USA.
Harmful Algae. 2017 Jun;66:13-19. doi: 10.1016/j.hal.2017.04.013. Epub 2017 May 25.
Cyanobacterial blooms are on the rise globally and are capable of adversely impacting human, animal, and ecosystem health. Blooms dominated by cyanobacteria species capable of toxin-production are commonly observed in eutrophic freshwater. The presence of cyanobacterial blooms in selected Ohio lakes, such as Lake Erie and Grand Lake St. Marys, has been well studied, but much less is known about the geographic distribution of these blooms across all of Ohio's waterbodies. We examined the geographic distribution of cyanobacterial blooms in Ohio's waterbodies from 2002 to 2011, using a nested semi-empirical algorithm and remotely sensed data from the Medium Resolution Imaging Spectrometer (MERIS) onboard the European Space Agency's Envisat. We identified: 62 lakes, reservoirs, and ponds; 7 rivers; 6 marshes and wetlands; and 3 quarries with detectable cyanobacteria pigment (phycocyanin) concentrations. Of the 78 waterbodies identified in our study, roughly half (54%; n=42) have any reported in situ microcystins monitoring results from state monitoring programs. Further, 90% of the waterbodies identified reached phycocyanin pigment concentrations representative of levels potentially hazardous to public health. This gap in lakes potentially impacted by cyanobacterial blooms and those that are currently monitored presents an important area of concern for public health, as well as ecosystem health, where unknown human and animal exposures to cyanotoxins may occur in many of Ohio's waterbodies. Our approach may be replicated in other regions around the globe with potential cyanobacterial bloom presence, in order to assess the intensity, geographic distribution, and temporal pattern of blooms in lakes not currently monitored for the presence of cyanobacterial blooms.
蓝藻水华在全球范围内呈上升趋势,能够对人类、动物和生态系统健康产生不利影响。在富营养化的淡水中,通常可以观察到以能够产生毒素的蓝藻物种为主的水华。在俄亥俄州的一些湖泊,如伊利湖和圣玛丽斯湖,已经对蓝藻水华的存在进行了充分研究,但对这些水华在俄亥俄州所有水体中的地理分布情况了解甚少。我们使用嵌套的半经验算法和欧洲航天局 Envisat 上的中分辨率成像光谱仪(MERIS)的遥感数据,研究了 2002 年至 2011 年俄亥俄州水体中的蓝藻水华的地理分布。我们确定了 62 个湖泊、水库和池塘、7 条河流、6 个沼泽和湿地以及 3 个采石场,这些水体中都检测到了可检测的蓝藻色素(藻蓝蛋白)浓度。在我们的研究中确定的 78 个水体中,大约有一半(54%;n=42)有州监测计划报告的任何微囊藻毒素原位监测结果。此外,90%的确定的水体的藻蓝蛋白色素浓度达到了可能对公共健康构成危害的水平。这种存在蓝藻水华的湖泊与目前正在监测的湖泊之间存在差距,这对公共健康以及生态系统健康构成了重要的关注领域,因为在俄亥俄州的许多水体中,人类和动物可能会接触到未知的蓝藻毒素。我们的方法可以在全球其他可能存在蓝藻水华的地区复制,以评估目前未监测蓝藻水华存在的湖泊中蓝藻水华的强度、地理分布和时间模式。