Rocky Mountain Forest and Range Experiment Station, Atmospheric Deposition Research Group, United States Department of Agriculture Forest Service, 240 W. Prospect Street, 80526, Fort Collins, CO, USA.
Environ Monit Assess. 1989 Apr;12(1):59. doi: 10.1007/BF00396729.
Wilderness lakes in the U.S. are at risk to the effects of atmospheric pollution. The results of the EPA Western Lake Survey, for example, show that many of the lakes in the West have very low concentrations of dissolved constituents, and are sensitive to acidification. Lakes located in wilderness areas were found to be particularly sensitive: median ANC values of 91.4 μeq/1 compared to 282.7 μeq/1 in non-wilderness areas. Sampling remote wilderness lakes is difficult and expensive. For example, the cost of sampling each lake in the National surface water survey was about $ 4000 per lake. Remote sensing methods may provide an alternative means of monitoring the chemistry of wilderness lakes. This study defines the feasibility of the remote monitoring of lake chemistry in the Adirondack Park region of New York by comparing measured lake chemistry with field reflectance measurements, remote reflectance measurements from aircraft and satellite and laboratory and airborne laser fluorosensor data.Water samples collected from a representative population of Adirondack Park lakes were analyzed for pH, acid neutralizing capacity (ANC), dissolved organic carbon (DOC), total reactive aluminum and plant pigment concentration concurrent with the collection of remote sensing data. Lake parameters estimated from field reflectance measurements which directly effect lake optical properties, total pigments, DOC, and turbidity were estimated with less error and more precision than those parameters not directly related to lake optics, pH, ANC and A1 concentration. Results from airborne MSS and Landsat MSS data produced lower R(2) values than estimates using field reflectance.The concentration of DOC can be estimated remotely by using laser fluorosensing. The spectral-fluorescence properties of DOC were correlated with the pH and aluminum concentrations in the lake water. Remotely measurable DOC fluorescence spectra were used to estimate DOC, H, and A1 concentrations.Of the methods investigated, laser fluorosensing shows the most promise for the remote prediction of lake DOC, hydrogen ion and aluminum concentration in Adirondack lakes while reflectance measures may be used to estimate lake chlorophyll, DOC and transparency. Given the large number of wilderness lakes and the difficulty of sampling in remote wilderness, remote sensing methods may provide an alternative, while less precise, method of monitoring lake chemistry. The applicability of these findings to lakes in other wilderness areas is unknown. Similar studies of the feasibility of monitoring Western wilderness lake chemistry with remote sensing methods are being initiated.
美国的荒野湖泊正受到大气污染的影响。例如,美国环保署西部湖泊调查的结果表明,西部的许多湖泊中溶解成分的浓度非常低,并且对酸化很敏感。位于荒野地区的湖泊被发现特别敏感:中值 ANC 值为 91.4 μeq/1,而非荒野地区的 ANC 值为 282.7 μeq/1。对偏远荒野湖泊进行采样既困难又昂贵。例如,对国家地表水调查中每个湖泊进行采样的成本约为每个湖泊 4000 美元。遥感方法可能提供监测荒野湖泊化学性质的替代手段。本研究通过比较实测湖泊化学与野外反射率测量、飞机和卫星的远程反射率测量以及实验室和机载激光荧光传感器数据,定义了通过比较实测湖泊化学与野外反射率测量、飞机和卫星的远程反射率测量以及实验室和机载激光荧光传感器数据来监测纽约阿迪朗达克公园地区湖泊化学的远程监测的可行性。从阿迪朗达克公园具有代表性的湖泊群体中采集水样,同时采集遥感数据,分析水样的 pH 值、酸中和能力 (ANC)、溶解有机碳 (DOC)、总反应性铝和植物色素浓度。从野外反射率测量中估算出直接影响湖泊光学特性的湖泊参数,总色素、DOC 和浊度的误差较小,精度较高,而与湖泊光学特性无直接关系的参数,如 pH、ANC 和 A1 浓度则误差较大,精度较低。使用机载 MSS 和 Landsat MSS 数据得到的 R(2) 值低于使用野外反射率的估计值。激光荧光法可远程估算 DOC 浓度。DOC 的光谱荧光特性与湖水的 pH 值和铝浓度相关。可远程测量的 DOC 荧光光谱可用于估算 DOC、H 和 A1 浓度。在所研究的方法中,激光荧光法最有希望用于远程预测阿迪朗达克湖的 DOC、氢离子和铝浓度,而反射率测量则可用于估算湖泊叶绿素、DOC 和透明度。鉴于荒野湖泊数量众多,且在偏远荒野地区采样困难,遥感方法可能提供一种替代方法,尽管精度较低,但可用于监测湖泊化学性质。这些发现对其他荒野地区湖泊的适用性尚不清楚。正在开始对使用遥感方法监测西部荒野湖泊化学的可行性进行类似的可行性研究。