贝加尔湖水位对波索尔斯基湾面积和体积的依赖性模拟

E. Boldanova
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摘要

这篇文章专门讨论了调节贝加尔湖水位和评估其后果的问题。贝加尔湖的波索尔斯基湾和马利湾具有重要的渔业价值。正是在这里,波索斯基蚁群的幼虫觅食。幼鱼的存活取决于这些水库的面积和容量的波动。本研究的目的是确定波索尔斯基湾和马利湾的面积和水体对贝加尔湖水位的依赖性。为实现这一目标,设置并解决了Sentinel-2卫星影像中海岸线确定指标的选择、初始数据的处理、贝加尔湖不同水位水库面积的计算、模型参数的估计以及利用模型参数建立数字高程模型(DEM)等任务。考虑了确定储层边界的多个指标,并根据总体精度和Cohen’s kappa系数选择了NDWI指标。在DEM的帮助下,确定了储层体积。所获得的依赖关系使我们能够得出这样的结论:在湖面上。在贝加尔湖,在太平洋高度系统的456.2-456.8米范围内,可以观察到面积和体积的轻微变化,可以认为这对omul幼鱼的生存是安全的。当水位低于456.0 m至超过457.0 m时,变化最为剧烈。所得结果将使湖泊水位调控决策更加明智。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling the Dependence of the Area and Volume of Posolsky Bay from the Level of Lake Baikal
The article is devoted to the issues of regulating the level of Lake Baikal and assessing its consequences. Posolsky and Maly bays of Lake Baikal are of great fishery importance. It is here that the larvae of the omul of Posolsky population feed themselves. The survival of juveniles depends on fluctuations in the areas and volumes of these reservoirs. The purpose of this study is to determine the dependence of the areas and water bodies of the Posolsky and Maly bays on the level of Lake Baikal. To achieve this goal, the tasks of choosing indices for determining the coastline from Sentinel-2 satellite images, processing the initial data, calculating the areas of reservoirs at different levels of Baikal, estimating the model parameters and using it to build a digital elevation model (DEM) were set and solved. A number of indices for determining the boundaries of a reservoir are considered, and the NDWI index is chosen based on the overall accuracy and Cohen's kappa coefficient. With the help of the DEM, the volumes of reservoirs were determined. The obtained dependencies allowed us to conclude that at the level of the lake. Baikal, within the limits of 456.2-456.8 m of the Pacific height system, slight changes in areas and volumes are observed, which can be considered safe for the survival of omul juveniles. The most critical changes occur when the lake level drops below 456.0 m and exceeds 457.0 m. The results obtained will make it possible to make more informed decisions on lake level regulation.
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