首页> 外文会议>NATO Advanced Research Workshop on Groundwater and Ecosystems >PREDICTING PROBABLE EFFECTS OF URBANIZATION ON FUTURE ECOLOGICAL INTEGRITY IN THE UPPER ILLINOIS RIVER BASIN, USA
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PREDICTING PROBABLE EFFECTS OF URBANIZATION ON FUTURE ECOLOGICAL INTEGRITY IN THE UPPER ILLINOIS RIVER BASIN, USA

机译:预测城市化对美国上伊利诺伊河流域未来生态完整性的可能影响

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A study was undertaken to predict the probable effects that future urbanization may have on ecological integrity in the Upper Illinois River Basin (Chicago area), USA. Biotic indices and sediment trace-element concentrations for 43 streams, determined by Illinois State agencies and as part of the U.S. Geological Survey's National Water Quality Assessment program, were examined along an agricultural-to-urban land-use gradient. The relations found among biotic integrity, sediment chemistry, and urbanization were associated with annual samples collected from 1982 through 1993. Because these annual samples were from different tributary basins with different urban percentages and geologic settings, the trends along the gradient suggest the absence of bias. Analytical equations were fit to bivariate relations, and probability density functions fit to residuals for use with the Monte Carlo technique so that stochastic modeling could be performed. Stability of stochastic modeling required 1,500 Monte Carlo trials; reliability of stochastic modeling was evaluated by comparing statistical summaries of measured to simulated biotic indices, and future predictions approximately validated against an independent AIBI score for Long Run Creek. Stochastic modeling of future urbanization-induced changes in ecological integrity for basins (Big Rock Creek, Des Plaines River, Mill Creek, and Flag Creek) along an urban gradient (1990 percent urban land use of 1, 5, 10, and 87 percent) resulted in a broad range of probable biotic resource quality (excellent to very poor). Predictors used to simulate changes in basin ecological integrity from 1990 to 2000 and 2000 to 2010 included fish and invertebrate biotic indices, and streambed sediment nickel concentration. Using these predictors, the degradation of ecological integrity in tributary basins occurred at differential rates and with a probable distribution of likely outcomes. For example, the AIBI median predictions of ecological integrity from 1990 and 2010 was 2 quality classes (good to poor) in the Big Rock Creek and Des Plaines tributary basins, and 1 quality class (poor to very poor) in the Mill Creek and Flag Creek tributary basins. A scale was devised for converting MBI scores to biotic resource quality classes for interchanging results with AIBI scores. This calibrated scale should be useful in more urbanized streams where it is not always possible to compute AIBI scores, and for comparison between biotic indices in other studies. Bed sediment nickel concentration was a useful predictor of ecological integrity and basin percent urban land use (and population density). Because the time and costs for determining nickel concentrations are much less than for determining biotic integrity scores, future studies could use this scale or other correlated variables as predictors.
机译:进行了一项研究,以预测未来城市化可能对美国上伊利诺伊州河流河流域(芝加哥地区)的生态完整性的可能影响。由伊利诺伊州州机构确定43个溪流的生物指数和沉积物微量元素浓度,并作为美国地质调查的国家水质评估计划的一部分,沿着农业对城市土地使用梯度审查。生物完整性,沉积物化学和城市化中发现的关系与1982年至1993年收集的年度样本有关。因为这些年度样本来自不同的支流盆地,具有不同的城市百分比和地质环境,梯度的趋势表明缺乏偏见。分析方程符合双变量关系,概率密度函数适合与蒙特卡罗技术一起使用的残留物,以便可以进行随机造型。随机造型的稳定性需要1,500蒙特卡罗试验;通过比较测量的模拟生物指数的统计摘要来评估随机建模的可靠性,以及对长期溪流的独立AIBI评分验证的未来预测。城市梯度(1990%的城市土地使用1,5,10和87%)导致广泛的可能的生物资源质量(非常差)。用于模拟1990年至2000年和2000年至2010年盆地生态完整性变化的预测因素包括鱼类和无脊椎动物生物指数,流体沉积物镍浓度。使用这些预测因子,在差分速率下发生了支流盆地生态完整性的降解,并且可能的可能结果分布。例如,1990年和2010年的生态完整性的Aibi中位数预测是大摇滚小溪和Des Plaines支流盆地的2质量课程(良好的穷人),以及在磨坊溪和旗帜中的1个质量级(贫困人口差)溪支流盆地。设计规模,用于将MBI分数转换为生物资源质量类,以便与AIBI分数互换结果。这种校准的规模应该在更城市化的流中有用,在那里并不总是可以计算AIBI分数,以及在其他研究中的生物指数之间进行比较。床沉积物镍浓度是生态完整性和盆地城市土地利用(和人口密度)的有用预测因子。由于确定镍浓度的时间和成本远小于确定生物完整性评分,因此未来的研究可以使用这种规模或其他相关变量作为预测因子。

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