Application of geo-information technologies in determining the area of flooded lands as a result of the destruction of the Kakhovska HPP

Y. Dorosh, Sh. Ibatullin, O. Dorosh, О. Sakal, А. Dorosh
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Abstract

Based on a sample of data from ministries, local authorities and other official open sources of information regarding the consequences of the destruction of the Kakhovska HPP dam and their analysis, it was found that they are inaccurate. Taking into account the above, the scientists of the Institute of Land Use of the National Academy of Sciences developed a methodology for determining the areas of flooded land affected by the destruction of the Kakhovska HPP dam, the territory under the Kakhovska Reservoir, which includes satellite images, geoinformation technologies, and artificial intelligence technologies. To identify and estimate the area of flooded land, satellite images were analysed before the terrorist attack and as of June 9, 2023, according to the results of which it was established that the total area of flooding according to the ESA WorldCover land cover classes was about 65 thousand hectares. Investigating the suitability for use of agricultural land for its intended purpose in the regions affected by the destruction, a land database with information on coordinates, intended purpose, form of ownership and other cadastre information was created from open sources of information. It was found that the number of land plots registered in the State Land Cadastre and located in the flooding zone is 30,325 plots. Other areas that are in the flooding zone are not registered. The total area of these areas affected by the flood is about 25 thousand hectares, including 9.8 thousand hectares (38%) - agricultural land. Only 20% of them are privately owned (three-quarters of them are agricultural land and one-quarter is land for residential and public development). It was established that the share of the area of land plots in the flooding zone in the total area by forms of ownership is: 56.5% - state property; 22.1% are communal, 20.3% are private, and 1.2% remain unspecified.
应用地理信息技术确定因卡霍夫斯卡水电站被毁而被淹土地的面积
根据各部委、地方当局和其他官方公开信息来源关于卡霍夫斯卡水电站大坝破坏后果的数据样本及其分析,发现这些数据不准确。考虑到上述情况,国家科学院土地利用研究所的科学家开发了一种方法,用于确定受卡霍夫斯卡水电站破坏影响的土地面积,包括卡霍夫斯卡水库下的领土,其中包括卫星图像,地理信息技术和人工智能技术。为了确定和估计被淹土地的面积,在恐怖袭击发生前对卫星图像进行了分析,截至2023年6月9日,根据分析结果,根据ESA WorldCover土地覆盖等级,洪水总面积约为6.5万公顷。为了调查受破坏影响地区的农业用地是否适合用于其预定用途,从公开资料来源建立了一个土地数据库,其中载有坐标、预定用途、所有权形式和其他地籍资料的资料。调查发现,在国家土地地籍登记的、位于洪水灾区的地块数量为30,325块。其他处于洪涝区的地区没有登记。这些地区受洪水影响的总面积约为2.5万公顷,其中包括98000公顷(38%)的农业用地。其中只有20%为私人所有(其中四分之三为农业用地,四分之一为住宅和公共开发用地)。确定洪涝区地块面积占总面积的比例为:国有财产占56.5%;22.1%是公共的,20.3%是私人的,1.2%仍未确定。
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