Graham Jennifer L, Jones John R, Jones Susan B, Downing John A, Clevenger Thomas E
Department of Fisheries and Wildlife Sciences, University of Missouri, 302 Anheuser Busch Natural Resources Building, Columbia, Missouri, 65211-7420, USA.
Water Res. 2004 Dec;38(20):4395-404. doi: 10.1016/j.watres.2004.08.004.
During May-September 2000-2001, physicochemical data were collected from 241 lakes in Missouri, Iowa, northeastern Kansas, and southern Minnesota U.S.A., to determine the environmental variables associated with high concentrations of the cyanobacterial hepatotoxin microcystin (MC). The study region represents a south-north latitudinal gradient in increasing trophic status, with total phosphorus (TP) and total nitrogen (TN) values ranging between 2-995 and 90-15870 microg/L, respectively. Particulate MC values, measured by ELISA, ranged from undetectable to 4500 ng/L and increased with increasing latitude. Despite latitudinal trends, environmental variables explained < 50% of the variation in MC values. Inspection of MC-TN and MC-Secchi bivariate plots revealed distinctly nonlinear trends, suggesting optima for maximum MC values. Nonlinear interval maxima regression indicated that MC-TN maxima were characterized by a unimodal curve, with maximal (> 2000 ng/L) MC values occurring between 1500 and 4000 microg/L TN. Above 8000 microg/L TN all MC values were < 150 ng/L. MC-Secchi maxima were characterized by exponential decline, with maximal MC values occurring at Secchi depths < 2.5 m. The development of empirical relationships between environmental variables and MC values is critical to effective lake management and minimization of human health risks associated with the toxin. This study indicates MC values are linked to the physicochemical environment; however, the relationships are not traditional linear models.
在2000年5月至2001年9月期间,从美国密苏里州、爱荷华州、堪萨斯州东北部和明尼苏达州南部的241个湖泊收集了理化数据,以确定与蓝藻肝毒素微囊藻毒素(MC)高浓度相关的环境变量。研究区域代表了一个营养状态递增的南北纬度梯度,总磷(TP)和总氮(TN)值分别在2 - 995微克/升和90 - 15870微克/升之间。通过酶联免疫吸附测定法(ELISA)测得的颗粒态MC值范围从检测不到到4500纳克/升,并随纬度增加而升高。尽管存在纬度趋势,但环境变量仅解释了MC值变化的不到50%。对MC - TN和MC - 塞氏盘双变量图的检查显示出明显的非线性趋势,表明存在MC值最大值的最佳条件。非线性区间最大值回归表明,MC - TN最大值的特征是一条单峰曲线,最大(> 2000纳克/升)MC值出现在TN为1500至4000微克/升之间。TN高于8000微克/升时,所有MC值均< 150纳克/升。MC - 塞氏盘最大值的特征是指数下降,最大MC值出现在塞氏深度< 2.5米处。建立环境变量与MC值之间的经验关系对于有效的湖泊管理以及将与该毒素相关的人类健康风险降至最低至关重要。本研究表明MC值与理化环境有关;然而,这些关系并非传统的线性模型。