利用卫星数据探测冰山和评估冰山威胁

IF 0.7 Q4 GEOSCIENCES, MULTIDISCIPLINARY Led i Sneg-Ice and Snow Pub Date : 2018-12-11 DOI:10.15356/2076-6734-2018-4-537-551
I. Bychkova, V. Smirnov
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引用次数: 5

摘要

对对北极大陆架上的航行和经济活动的安全构成威胁的危险冰形成,即北极海域的冰山进行卫星监测的方法进行了考虑。研究的主要目的是开发利用卫星雷达数据和可见光谱范围内的高空间分辨率图像探测冰山的方法。开发的冰山探测方法是基于在卫星图像二维场分析中寻找梯度带的统计准则。介绍了冰山探测算法、假目标识别过程、冰山水平尺寸和位置的确定。给出了利用Sentinel-1和Landsat-8卫星获得的高空间分辨率卫星信息进行冰山探测的实例。为了评估冰山威胁,我们建议使用它们漂移的模型,其中一个输入参数是检测到的物体的大小。确定了观察冰山的三种可能情况,即物体的“状态”状态:在开阔水域的冰山;浮冰中的冰山;还有在浮冰中的冰山。与此同时,在上述每种情况下,冰山都可能搁浅,从而阻止其移动。考虑了冰山在各种“状态”状态下监测的具体特点。在评估被探测物体的危险程度时,冰山的“状态”状态也被考虑在内。以卫星雷达数据和可视距离图像为基础的冰山探测技术的使用情况,可通过监测塞维纳亚地岛群岛沿海地区的结果加以说明。提出的利用卫星数据探测冰山的方法可以提高为广大用户提供服务的质量和效率,同时确保北极航行和北极大陆架活动的效率和安全。
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Use of satellite data for detecting icebergs and evaluating the iceberg threats
Te methods of satellite monitoring of dangerous ice formations, namely icebergs in the Arctic seas, representing a threat to the safety of navigation and economic activity on the Arctic shelf are considered. Te main objective of the research is to develop methods for detecting icebergs using satellite radar data and high space resolution images in the visible spectral range. Te developed method of iceberg detection is based on statistical criteria for fnding gradient zones in the analysis of two-dimensional felds of satellite images. Te algorithms of the iceberg detection, the procedure of the false target identifcation, and determination the horizontal dimensions of the icebergs and their location are described. Examples of iceberg detection using satellite information with high space resolution obtained from Sentinel-1 and Landsat-8 satellites are given. To assess the iceberg threat, we propose to use a model of their drif, one of the input parameters of which is the size of the detected objects. Tree possible situations of observation of icebergs are identifed, namely, the «status» state of objects: icebergs on open water; icebergs in drifing ice; and icebergs in the fast ice. At the same time, in each of these situations, the iceberg can be grounded, that prevents its moving. Specifc features of the iceberg monitoring at various «status» states of them are considered. Te «status» state of the iceberg is also taken into account when assessing the degree of danger of the detected object. Te use of iceberg detection techniques based on satellite radar data and visible range images is illustrated by results of monitoring the coastal areas of the Severnaya Zemlya archipelago. Te approaches proposed to detect icebergs from satellite data allow improving the quality and efciency of service for a wide number of users with ensuring the efciency and safety of Arctic navigation and activities on the Arctic shelf.
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来源期刊
Led i Sneg-Ice and Snow
Led i Sneg-Ice and Snow GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
1.50
自引率
42.90%
发文量
11
审稿时长
8 weeks
期刊介绍: The journal was established with the aim of publishing new research results of the Earth cryosphere. Results of works in physics, mechanics, geophysics, and geochemistry of snow and ice are published here together with geographical aspects of the snow-ice phenomena occurrence in their interaction with other components of the environment. The challenge was to discuss the latest results of investigations carried out on Russia’s territory and works performed by Russian investigators together with foreign colleagues. Editorial board works in collaboration with Glaciological Association that is professional community of specialists in glaciology from all republics of the Former Soviet Union which are now new independent states. The journal serves as a platform for the presentation and discussion of new discoveries and results which help to elucidate the state of the Earth’s cryosphere and the characteristics of the evolution of the snow-ice processes and phenomena under the current conditions of rapid climate change.
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СТОХАСТИЧЕСКОЕ МОДЕЛИРОВАНИЕ ПОЛЕЙ СПЛОЧЁННОСТИ ЛЕДЯНОГО ПОКРОВА ДЛЯ ОЦЕНКИ УСЛОВИЙ ПЛАВАНИЯ ПО ТРАССЕ СЕВЕРНОГО МОРСКОГО ПУТИ ЭВОЛЮЦИЯ ОЗЁР У ЛЕДНИКА ДЖИКИУГАНКЕЗ (СЕВЕРНОЕ ПРИЭЛЬБРУСЬЕ) В 1957-2020 ГГ. С УЧЁТОМ ПОДЗЕМНЫХ КАНАЛОВ СТОКА ВЛИЯНИЕ РЕЖИМА СНЕЖНОГО ПОКРОВА НА АГРОНОМИЧЕСКИЕ РИСКИ РАЗВИТИЯ РОЗОВОЙ СНЕЖНОЙ ПЛЕСЕНИ ВЛИЯНИЕ ЗЕМЛЕТРЯСЕНИЯ 1988 Г. НА ОЛЕДЕНЕНИЕ И РЕЛЬЕФ МАССИВА ЦАМБАГАРАВ (ЗАПАДНАЯ МОНГОЛИЯ) БАЛАНС ЛЬДА В СЕВЕРНОМ ЛЕДОВИТОМ ОКЕАНЕ В 1979-2019 ГГ. (ПО ДАННЫМ МОДЕЛИРОВАНИЯ)
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