Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments

陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射

基本信息

  • 批准号:
    RGPIN-2018-06754
  • 负责人:
  • 金额:
    $ 2.84万
  • 依托单位:
  • 依托单位国家:
    加拿大
  • 项目类别:
    Discovery Grants Program - Individual
  • 财政年份:
    2019
  • 资助国家:
    加拿大
  • 起止时间:
    2019-01-01 至 2020-12-31
  • 项目状态:
    已结题

项目摘要

Synthetic Aperture Radar (SAR) is a remote sensing technique that transmits microwave radiation and focuses the recorded backscatter of the Earth into corresponding SAR images using sophisticated computer algorithms. These images reveal details and characteristics of the Earth's surface and the volume layers or structures close to it, such as snow, vegetation, human infrastructure, ocean features, sea ice, and ships. Interferometric SAR (InSAR) compares two or more SAR images acquired over the same area, but at different times, to derive subtle changes between the images. SAR and InSAR are critical technologies for applications such as maritime surveillance and environmental monitoring.*** While, there have been tremendous advances in SAR technology, techniques, and applications, some of the underlying fundamental processes and detailed physics of active microwave scattering from land and maritime environments remain insufficiently explored and understood. I propose to study open fundamental research questions on the interaction of active microwaves with surface matter such as vegetation, soil, ocean, and ice/ snow. ***1) Investigate how microwaves interact with bare, uncovered soil with realistic, variable moisture distributions. Find how soil parameters such as near surface bulk moisture and vertical moisture gradients can be extracted from the strength and delay of the microwave signal. The anticipated results will be important for new and improved SAR applications that depend on soil moisture data, in areas ranging from agriculture yield prediction to mine field clearance.***2) Study how microwave scatter from Earth environments is correlated between acquisitions at different times and with different spatial characteristics. The results will be used to find a general correlation model (InSAR coherence) for representative Earth environments as a function of microwave properties. The anticipated results will have an important down-stream impact on InSAR applications, ranging from vegetation parameter retrieval to displacement time series e.g. monitoring landslide movement and subsidence.***3) Explore how microwaves of different wavelengths interact with realistic moving ocean surfaces, consisting of wind ripples and foam on top of larger waves. The anticipated results will lead to new and improved maritime SAR applications such as vessel detection and characterization. A better physical description of the ocean background (clutter) will increase our ability to detect smaller vessels in high sea states.*** I propose a unique combination of analytical description, computer simulations, and laboratory experiments to efficiently achieve the stated objectives. This approach will provide excellent opportunities for training highly qualified personnel for academia, space and IT industries, and government organizations such as the Canadian Space Agency and Environment Canada.
合成孔径雷达(SAR)是一种遥感技术,它发射微波辐射,并使用复杂的计算机算法将记录的地球后向散射聚焦成相应的SAR图像。这些图像揭示了地球表面的细节和特征,以及靠近它的体积层或结构,如雪,植被,人类基础设施,海洋特征,海冰和船舶。干涉合成孔径雷达(干涉合成孔径雷达)比较两个或两个以上的合成孔径雷达图像获得的同一地区,但在不同的时间,以获得微妙的变化之间的图像。SAR和干涉合成孔径雷达是海洋监视和环境监测等应用的关键技术。 虽然在合成孔径雷达技术、工艺和应用方面取得了巨大的进步,但对陆地和海洋环境中主动微波散射的一些基本过程和详细的物理过程仍然没有得到充分的探索和理解。我建议研究开放的基础研究问题,积极微波与地表物质,如植被,土壤,海洋和冰/雪的相互作用。*1)研究微波如何与裸露的、未覆盖的土壤相互作用,这些土壤具有真实的、可变的水分分布。了解如何从微波信号的强度和延迟中提取土壤参数,如近地表的体积湿度和垂直湿度梯度。 预期的结果对于依赖土壤湿度数据的新的和改进的合成孔径雷达应用,从农业产量预测到雷区清除等领域,都具有重要意义。2)研究来自地球环境的微波散射如何在不同时间和不同空间特征的采集之间相互关联。 这些结果将被用来为代表性的地球环境寻找一个作为微波特性函数的一般相关模型(干涉合成孔径雷达相干性)。预期结果将对干涉合成孔径雷达应用产生重要的下游影响,从植被参数检索到位移时间序列,例如监测滑坡运动和沉降。3)探索不同波长的微波如何与真实的移动海洋表面相互作用,包括风波纹和较大波浪顶部的泡沫。预期的结果将导致新的和改进的海上合成孔径雷达应用,如船只探测和定性。对海洋背景(杂波)的更好的物理描述将提高我们在高海况下探测较小船只的能力。 我提出了一个独特的分析描述,计算机模拟和实验室实验的组合,以有效地实现既定的目标。这种方法将为学术界、空间和信息技术工业以及加拿大航天局和加拿大环境部等政府组织培训高素质人员提供极好的机会。

项目成果

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Rabus, Bernhard其他文献

Uncertainty Estimation for Deep Learning-Based Segmentation of Roads in Synthetic Aperture Radar Imagery
  • DOI:
    10.3390/rs13081472
  • 发表时间:
    2021-04-01
  • 期刊:
  • 影响因子:
    5
  • 作者:
    Haas, Jarrod;Rabus, Bernhard
  • 通讯作者:
    Rabus, Bernhard

Rabus, Bernhard的其他文献

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{{ truncateString('Rabus, Bernhard', 18)}}的其他基金

Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
  • 批准号:
    RGPIN-2018-06754
  • 财政年份:
    2022
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Discovery Grants Program - Individual
Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
  • 批准号:
    RGPIN-2018-06754
  • 财政年份:
    2021
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Discovery Grants Program - Individual
Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
  • 批准号:
    RGPIN-2018-06754
  • 财政年份:
    2020
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Discovery Grants Program - Individual
NSERC/MDA Industrial Research Chair in advanced satellite synthetic aperture radar technologies, techniques and applications
NSERC/MDA 高级卫星合成孔径雷达技术、工艺和应用工业研究主席
  • 批准号:
    492989-2015
  • 财政年份:
    2019
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Industrial Research Chairs
NSERC/MDA Industrial Research Chair in advanced satellite synthetic aperture radar technologies, techniques and applications
NSERC/MDA 高级卫星合成孔径雷达技术、工艺和应用工业研究主席
  • 批准号:
    492989-2015
  • 财政年份:
    2018
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Industrial Research Chairs
Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
  • 批准号:
    RGPIN-2018-06754
  • 财政年份:
    2018
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Discovery Grants Program - Individual
NSERC/MDA Industrial Research Chair in advanced satellite synthetic aperture radar technologies, techniques and applications
NSERC/MDA 高级卫星合成孔径雷达技术、工艺和应用工业研究主席
  • 批准号:
    492989-2015
  • 财政年份:
    2017
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Industrial Research Chairs
Integrated processing of high-resolution spaceborne InSAR and LIDAR to produce better displacement map series for landslides
高分辨率星载 InSAR 和 LIDAR 的集成处理可生成更好的滑坡位移图系列
  • 批准号:
    507736-2016
  • 财政年份:
    2016
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Engage Grants Program
NSERC/MDA Industrial Research Chair in advanced satellite synthetic aperture radar technologies, techniques and applications
NSERC/MDA 高级卫星合成孔径雷达技术、工艺和应用工业研究主席
  • 批准号:
    492989-2015
  • 财政年份:
    2015
  • 资助金额:
    $ 2.84万
  • 项目类别:
    Industrial Research Chairs

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Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
  • 批准号:
    RGPIN-2018-06754
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    2022
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    $ 2.84万
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    Discovery Grants Program - Individual
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陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
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Coherent Microwave Scattering from Rough Surface-capped Inhomogeneous Volumes encountered in Land and Maritime Environments
陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
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陆地和海洋环境中粗糙表面覆盖的不均匀体积的相干微波散射
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