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Efficient simulation of SAR interferometric raw signal pairs SAR干涉原始信号对的高效仿真
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.609031
G. Franceschetti, A. Iodice, M. Migliaccio, D. Riccio
An efficient SAR raw signal simulator of cross-track interferometric pairs is presented. It is based on the physical optics evaluation of the scattering contributes and it is efficiently implemented via an analytic formulation of the SAR system transfer function. A certain number of meaningful examples are also presented and discussed.
提出了一种高效的交叉航迹干涉对SAR原始信号模拟器。它基于散射贡献的物理光学评估,并通过SAR系统传递函数的解析公式有效地实现。文中还列举和讨论了一些有意义的例子。
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引用次数: 5
Aerosol profile variations retrieval through Kernel functions in the oxygen absorption band at 762 nm 762 nm吸氧波段核函数反演气溶胶廓线变化
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.615782
M. Gabella, A. Leone, G. Perona
The aerosol kernel functions, relating (through a Fredholm integral equation) the variations in radiance measured by satellites to the variations of aerosol extinction profile, have been computed with a 20 cm/sup -1/ spectral resolution within the Oxygen A-band (LOWTRAN atmospheric database has been used). The kernel was originally evaluated at wavelengths in the near infrared region outside absorption bands. Notwithstanding the fact that a higher spectral resolution should be adopted to fully take advantage of the Oxygen band possibilities, even the 20 cm/sup -1/ resolution permits a better information content and an improved accuracy with respect to the wavelengths previously investigated: indeed the retrieval relative error is approximately reduced by a half.
在氧a波段内以20 cm/sup -1/光谱分辨率(使用了LOWTRAN大气数据库)计算了(通过Fredholm积分方程)卫星测量的辐射变化与气溶胶消光剖面变化之间的气溶胶核函数。内核最初是在吸收带外的近红外区域的波长上进行评估的。尽管应该采用更高的光谱分辨率来充分利用氧波段的可能性,但即使是20厘米/sup -1/分辨率也可以提供更好的信息内容,并且相对于先前研究的波长有更高的精度:实际上,检索的相对误差大约减少了一半。
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引用次数: 1
3D electromagnetic inversion using conjugate gradients 利用共轭梯度进行三维电磁反演
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.615302
G. A. Newman, D. Alumbaugh
In large scale 3D EM inverse problems it may not be possible to directly invert a full least-squares system matrix involving model sensitivity elements. Thus iterative methods must be employed. For the inverse problem, the authors favor either a linear or nonlinear (NL) CG scheme, depending on the application. In a NL CG scheme, the gradient of the objective function is required at each relaxation step along with a univariate line search needed to determine the optimum model update. Solution examples based on both approaches are presented.
在大规模三维电磁反演问题中,直接反演包含模型灵敏度元素的完整最小二乘系统矩阵是不可能的。因此,必须采用迭代方法。对于反问题,作者倾向于线性或非线性(NL) CG方案,这取决于应用。在NL CG方案中,每个松弛步骤都需要目标函数的梯度以及确定最优模型更新所需的单变量线搜索。给出了基于这两种方法的解决方案示例。
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引用次数: 0
On the motion compensation and geocoding of airborne interferometric SAR data 机载干涉SAR数据的运动补偿与地理编码研究
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.615912
Eugenio Sansosti, R. Scheiber, G. Fornaro, M. Tesauro, R. Lanari, A. Moreira
The paper is concerned about the application of motion compensation algorithms in interferometric SAR data processing. An analysis of the effects of the error induced by the flat Earth assumption in motion compensating the data is included. Possible solutions to this problem via adjustments during and after the SAR processing and the geocoding are also discussed.
研究了运动补偿算法在干涉SAR数据处理中的应用。分析了地球平假设引起的误差对运动补偿数据的影响。本文还讨论了在SAR处理和地理编码期间和之后通过调整来解决这一问题的可能方法。
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引用次数: 4
Toward consistent global physiognomic vegetation mapping using ERS/JERS SAR classification 利用ERS/JERS SAR分类实现一致的全球地貌植被制图
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.609041
J. Kellndorfer, M. Dobson, F. Ulaby
Recent research identified a small number of vegetation characteristics that are essential to describe parameters needed for global atmosphere-biosphere models. Efforts to derive some of these characteristics from satellite remote sensing focussed on the use of AVHRR NDVI datasets, and global land cover characteristics data bases were produced. The usefulness of this dataset is hampered by the fact, that low spatial resolution of the AHVRR data results in the necessary definition of mixed herbaceous/shrub/tree classes, where the % mixture of these basic physiogomic classes are unknown. Radar is known to be very sensitive to vegetation physiognomy and biomass. In a study at the University of Michigan the potential of the existing orbital SAR imaging systems JERS-1 and ERS-1/2 for vegetation mapping has been investigated. Both sensors have mapped the global land masses within a period of four years. Using the complimentary characteristics of frequency (L-, C-Band) and polarization (hh, vv), a classification scheme was developed to produce vegetation maps at a scale of ca. 1:200,000 with classes based on physiognomic characteristics of vegetation. The approach uses unsupervised clustering techniques and class assignment based on radar signatures, hence consistent, automatic classification is possible. The combination of the high spatial resolution of JERS/ERS SAR composites and the high temporal resolution of the AVHRR based datasets could be the winning combination to describe vegetation distribution and vegetation dynamics.
最近的研究确定了少数植被特征,这些特征对于描述全球大气-生物圈模型所需的参数至关重要。从卫星遥感获得其中一些特征的努力侧重于使用AVHRR NDVI数据集和全球土地覆盖特征数据库。AHVRR数据的低空间分辨率导致混合草本/灌木/乔木类别的必要定义,其中这些基本面相类别的混合百分比未知,这一事实阻碍了该数据集的有用性。众所周知,雷达对植被地貌和生物量非常敏感。在密歇根大学的一项研究中,研究了现有轨道SAR成像系统JERS-1和ERS-1/2用于植被测绘的潜力。这两种传感器都在四年内绘制了全球陆地面积图。利用频率(L-, C-Band)和极化(hh, vv)的互补特征,开发了一种基于植被地貌特征分类的1:20万比例尺植被图的分类方案。该方法使用无监督聚类技术和基于雷达特征的分类分配,因此可以实现一致的自动分类。JERS/ERS SAR复合数据的高空间分辨率与AVHRR数据集的高时间分辨率相结合可能是描述植被分布和植被动态的最佳组合。
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引用次数: 1
Baseline estimation in interferometric SAR 干涉SAR的基线估计
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.615913
K. Singh, N. Stussi, K. Keong, L. Hock
The authors propose a new method of determining the baseline in SAR interferometry. In particular, they show how the baseline parameters can be retrieved from a Fourier analysis of the interferometric fringes.
提出了一种确定SAR干涉测量基线的新方法。特别是,他们展示了如何从干涉条纹的傅立叶分析中检索基线参数。
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引用次数: 24
Airborne W-band radar measurements of the Doppler spectrum of light precipitation 机载w波段雷达测量光降水的多普勒频谱
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.608894
J. Galloway, A. Pazmany, R. McIntosh, D. Leon, J. French, S. Haimov, R. Kelly, G. Vali
This paper presents Doppler spectrum measurements of drizzle and marine stratocumulus clouds from the University of Wyoming King Air W-band radar taken during the Coastal Stratus experiment off the coast of Oregon during late 1995. Comparisons with 2D PMS laser size spectrometer measurements of the same region indicate substantial agreement between the two approaches to drop size spectrum measurement.
本文介绍了怀俄明大学King Air w波段雷达1995年末在俄勒冈沿海进行海岸层流实验时对毛毛雨和海洋层积云的多普勒频谱测量结果。与同一区域的二维PMS激光尺寸光谱仪测量结果的比较表明,这两种方法在液滴尺寸光谱测量上有很大的一致性。
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引用次数: 1
Determination of the Earth's emissivity for use in studies of global climate change 测定地球辐射率,用于研究全球气候变化
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.615833
D. Stephenson-Hawk, K. Stevens, A. Shah
A four-dimensional data assimilation program is being developed which uses measurements of the emissivity of vegetation canopies to define the Earth's surface temperature from remotely sensed measurements of radiance. Currently, there exists a paucity of data defining vegetative emissivity. The need for vegetative emissivity measurements in determining the global surface temperature from satellite radiances is established. The sensitivity of the radiance inversions to these data, however, is yet to be determined. The approach used to define the sensitivity of the inversion algorithms is presented. Provided also is the testbed developed to explore this sensitivity. A method to determine global surface temperatures given satellite radiance's and ground cover mosaics obtained from Landsat and Advanced High Resolution Radiometer (AVHRR) measurements using this sensitivity analysis is being investigated as part of this on-going study. A testbed and computer simulation to explore this sensitivity have been developed and tested. The satellite-infrared temperatures will be compared with canopy temperatures (in situ measurements) measured at ambient conditions away from direct sunlight exposure. Given this comparison, the accuracy of global maps of surface temperature obtained from satellite measurements of radiance can be defined when coupled with measurements of soil moisture and the known morphology of the vegetation.
目前正在开发一个四维数据同化程序,该程序利用植被冠层的发射率测量来确定遥感辐射测量的地球表面温度。目前,缺乏定义植物辐射率的数据。通过卫星辐射确定全球地表温度需要植物辐射率测量。然而,亮度反演对这些数据的敏感性还有待确定。给出了确定反演算法灵敏度的方法。还提供了为探索这种敏感性而开发的试验台。根据Landsat和先进高分辨率辐射计(AVHRR)测量的卫星辐射和地面覆盖马赛克,利用这种灵敏度分析,确定全球地表温度的方法正在作为这项正在进行的研究的一部分进行研究。已经开发并测试了一个试验台和计算机模拟来探索这种灵敏度。卫星红外温度将与在远离阳光直射的环境条件下测量的冠层温度(原位测量)进行比较。鉴于这种比较,当与土壤湿度和已知植被形态的测量相结合时,可以确定从卫星辐射测量获得的全球地表温度图的准确性。
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引用次数: 0
Knowledge based weather image processing and classification 基于知识的天气图像处理与分类
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.609156
K.F. Siddiqui
Satellite imagery of weather patterns and meteorological information are used to develop a knowledge based weather image processing and classification system (KB/WIS). Wavelet and fractal methods are used to extract features from weather images. The features extracted are used to represent various weather patterns. The system is statistically trained to characterize and interpret weather patterns. The system is a composite of four components: image acquisition, image preprocessing and enhancement, feature extraction and selection, and weather inference engine. Complete architecture of the KB/WIS system including its applications is described.
气象模式和气象资料的卫星图像用于发展基于知识的天气图像处理和分类系统(KB/WIS)。采用小波变换和分形方法对天气图像进行特征提取。提取的特征用于表示各种天气模式。该系统经过统计训练,可以描述和解释天气模式。该系统由图像采集、图像预处理与增强、特征提取与选择、天气推理引擎四个部分组成。介绍了KB/WIS系统的完整体系结构及其应用。
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引用次数: 2
Application of angular correlation function of wave scattering by a random rough surface and random discrete scatterers in target detection 随机粗糙表面和随机离散散射体波散射角相关函数在目标检测中的应用
Pub Date : 1997-08-03 DOI: 10.1109/IGARSS.1997.606377
Guifu Zhang, L. Tsang, Y. Kuga
The authors study the angular correlation function (ACF) of a rough surface and volume scattering and apply it to the detection of a target embedded in the clutter. Both the 2D and 3D ACF are studied by using numerical simulations with frequency averaging and circular azimuthal angle averaging techniques. The 3D case has an increase of degree of freedom over the 2D case. This increase of freedom makes the circular azimuthal angle averaging more successful in suppressing the clutter, making the technique attractive in real life implementation.
研究了粗糙表面和体散射的角相关函数,并将其应用于杂波中目标的检测。采用频率平均技术和圆方位角平均技术对二维和三维ACF进行了数值模拟研究。三维情况比二维情况有自由度的增加。这种自由度的增加使得圆方位角平均在抑制杂波方面更加成功,使该技术在实际应用中具有吸引力。
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引用次数: 1
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遥感信息
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