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Ship traffic monitoring using satellite SAR images in combination with AIS reports

机译:使用卫星SAR图像与AIS报告相结合的运输流量监控

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Ship traffic monitoring may be performed using satellite SAR data. The advantage with the SAR sensor is the all weather and day/night imaging capability. However, the SAR backscatter contrast between a vessel and the surrounding sea state may be small in high wind conditions and at small incidence angles. The present and future SAR satellites will have the capability of imaging the earth surface with several incidence angles, and with dual-polarimetry (HH/HV, VV/VH or HH/VV). The SAR ship/clutter contrast may threrefore be increased by applying different polarisation combinations, or using higher incidence angles. We have shown that geocoded ENVISAT ASAR images in the coastal region of Norway can be used to gain experience in the combined use of satellite SAR and an automatic identification system (AIS) for ship traffic monitoring. There are plans for placing AIS systems onboard satellites. It will then be possible to fuse the information from satellite SAR with those from satellite (or ground-based coastal) AIS and thereby identify all the detected ships within a SAR image. This data fusion will enable us to develop further knowledge about SAR backscatter properties from vessel types that may not be detected so well using the SAR data only. On the other side, it will be possible to pin-point those ship candidates that do not carry an AIS system, and thereby take appropriate security or rescue actions.
机译:可以使用卫星SAR数据执行船舶流量监控。 SAR传感器的优点是所有天气和日常/夜幕成像功能。然而,血管和周围海区之间的SAR反向散射对比度在高风条件下可能很小,并且处于小的入射角。目前和未来的SAR卫星将具有以几个入射角和双偏振率(HH / HV,VV / VH或HH / VV)对地球表面进行成像的能力。通过应用不同的偏振组合或使用更高的入射角来增加SAR船/杂波对比度。我们已经表明,挪威沿海地区的地理典Etisat ASAR图像可用于获得卫星SAR的结合使用和自动识别系统(AIS)进行船舶交通监控的经验。有计划在卫星上放置AIS系统。然后,可以将来自卫星SAR的信息与来自卫星(或基于地基沿海)AIS的信息融合,从而识别SAR图像内的所有检测到的船只。此数据融合将使我们能够从船只类型开发关于SAR反向散射属性的更多了解,仅使用SAR数据无法检测到。在另一边,可以针对那些不携带AIS系统的船舶候选,从而采取适当的安全性或救援行动。

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