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Dataset of photographed lightning events attaching to and around the Brixton tower Johannesburg South Africa for the 2015-2016 thunderstorm season.

机译:南非约翰内斯堡布里克斯顿塔周围及其周围2015-2016年雷暴季节拍摄的闪电事件的数据集。

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摘要

This data article describes a dataset of videos of lightning flashes to and around a tall tower (the Brixton tower) in Johannesburg, South Africa. The videos were collected during the 2015-2016 South African thunderstorm season and a total of 3623 .mp4 videos are available in the dataset. Three different cameras were used, two in a similar location and the third at a different location giving a 90 degree perspective. Each video is timestamped and labelled depending on the type of event seen (attachment to the tower, nearby the tower, far from the tower, intracloud etc.). This dataset provides ground-truth, timestamped evidence of lightning events a known location and of differing types and can benefit atmospheric research scientists as well as lightning detection operators, particularly with regards to evaluating detection networks operating in the area. As the dataset contains a significant number of labelled videos, it also of use to pattern or image recognition supervised machine learning techniques and researchers.
机译:此数据文章描述了南非约翰内斯堡的高塔(布里克斯顿塔)及其周围的闪电视频的数据集。这些视频是在2015-2016年南非雷暴季节收集的,数据集中共有3623个.mp4视频。使用了三台不同的相机,其中两台在相似的位置,第三台在不同的位置,可提供90度的视角。每个视频都带有时间戳,并根据看到的事件的类型进行标记(连接到塔楼,塔楼附近,远离塔楼,云内等)。该数据集为已知地点和不同类型的闪电事件提供了真实的,带有时间戳的证据,可以使大气研究科学家以及闪电探测操作人员受益,特别是在评估该地区的探测网络方面。由于数据集包含大量标记的视频,因此它还可用于监督机器学习技术和研究人员的模式或图像识别。

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