共查询到20条相似文献，搜索用时 31 毫秒
1.
《中国海洋湖沼学报》2016,(5)
Directional wave spectra and integrated wave parameters can be derived from X-band radar sea surface images.A vessel on the sea surface has a significant influence on wave parameter inversions that can be seen as intensive backscatter speckles in X-band wave monitoring radar sea surface images.A novel algorithm to eliminate the interference of vessels in ocean wave height inversions from X-band wave monitoring radar is proposed.This algorithm is based on the characteristics of the interference.The principal components(PCs) of a sea surface image sequence are extracted using empirical orthogonal function(EOF)analysis.The standard deviation of the PCs is then used to identify vessel interference within the image sequence.To mitigate the interference,a suppression method based on a frequency domain geometric model is applied.The algorithm framework has been applied to OSMAR-X,a wave monitoring system developed by Wuhan University,based on nautical X-band radar.Several sea surface images captured on vessels by OSMAR-X are processed using the method proposed in this paper.Inversion schemes are validated by comparisons with data from in situ wave buoys.The root-mean-square error between the significant wave heights(SWH) retrieved from original interference radar images and those measured by the buoy is reduced by 0.25 m.The determinations of surface gravity wave parameters,in particular SWH,confirm the applicability of the proposed method. 相似文献
2.
Determination of ice thickness, subice topography and ice vol-ume at Glacier No. 1 in Tien Shan, China by ground penetrating radar 总被引：1，自引：0，他引：1
We describe a radio-echo sounding (RES) survey for the determination of ice thickness, subglacial topography and ice volume of Glacier No. 1 , in Tien Shan, China, using ground-penetrating radar (GPR). Radar data were collected with 100-MHz antennas that were spaced at 4 m with a step size of 8 m. The images produced from radar survey clearly show the continuity of bedrock echoes and the undulation features of the bedrock surface. Radar results show that the maximum ice thickness of Glacier No. 1 is 133 m, the thickness of the east branch of Glacier No. 1 averages at 58. 77 m while that of the west branch of Glacier No. 1 averages at 44. 84 m. Calculation on ice volume indicates that the ice volume of the east branch of Glacier No. 1 is 51. 87 × 106 m3 and that of the west branch of Glacier No. 1 is 20. 21 × 106 m3. The amplitude of the undulation of the bedrock surface topography revealed by radar profiles is larger than that of the glacier surface topography, indicating that the surface relief does 相似文献
3.
To retrieve wind field from SAR images, the development for surface wind field retrieval from SAR images based on the improvement of new inversion model is present. Geophysical Model Functions(GMFs) have been widely applied for wind field retrieval from SAR images. Among them CMOD4 has a good performance under low and moderate wind conditions. Although CMOD5 is developed recently with a more fundamental basis, it has ambiguity of wind speed and a shape gradient of normalized radar cross section under low wind speed condition. This study proposes a method of wind field retrieval from SAR image by combining CMOD5 and CMOD4 Five VV-polarisation RADARSAT2 SAR images are implemented for validation and the retrieval results by a combination method(CMOD5 and CMOD4) together with CMOD4 GMF are compared with QuikSCAT wind data. The root-mean-square error(RMSE) of wind speed is 0.75 m s-1 with correlation coefficient 0.84 using the combination method and the RMSE of wind speed is 1.01 m s-1 with correlation coefficient 0.72 using CMOD4 GMF alone for those cases. The proposed method can be applied to SAR image for avoiding the internal defect in CMOD5 under low wind speed condition. 相似文献
4.
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5.
无人飞行平台具有滞空时间长、使用维护方便等优点,在军事侦查打击、国土资源普查、灾害监测等领域的应用日益广泛。合成孔径雷达是一种二维成像雷达,能够得到类似光学图片的雷达图像,具有全天候、高分辨率、宽检测范围等优点,是无人飞行平台的重要载荷之一。然而,受限于无人飞行平台相对较小的空间与负载能力,雷达载荷必须向小型、轻量以及低功耗等方面发展。Ka波段电磁波信号具有波长短、带宽大、关键微波器件的体积小等特点,适合应用于高分辨率微小型雷达载荷。2015年中国科学院电子学研究所面向中小型无人飞行平台,开展了研制的小型高分辨率Ka波段合成孔径雷达工作,并通过试飞验证了雷达性能。本文研究了Ka波段SAR雷达系统各项关键技术,介绍了雷达系统及关键模块设计方案、雷达各工作模式的参数设计和实时成像算法,展示了该雷达在轻型飞行平台上获得的高分辨率飞行图像,并对图像进行了指标分析。试验结果表明：该Ka波段雷达系统成像清晰,图像分辨率优于0.2 m,满足设计指标要求;实测雷达重量低于10 Kg,峰值功耗小于100 W,适用于轻小型无人飞行平台。 相似文献
6.
Wind plays an important role in hydrodynamic processes such as the expansion of Changjiang （Yangtze） River Diluted Water （CDW）, and shelf circulation in the Changjiang estuary. Thus, it is essential to include wind in the numerical simulation of these phenomena. Synthetic aperture radar （SAR） with high resolution and wide spatial coverage is valuable for measuring spatially inhomogeneous ocean surface wind fields. We have collected 87 ERS-2 SAR images with wind-induced streaks that cover the Cbangjiang coastal area, to verify and improve the validity of wind direction retrieval using the 2D fast Fourier transform method. We then used these wind directions as inputs to derive SAR wind speeds using the C-band model. To demonstrate the applicability of the algorithms, we validated the SAR-retrieved wind fields using QuikSCAT measurements and the atmospheric Weather Research Forecasting model. In general, we found good agreement between the datasets, indicating the reliability and applicability of SAR- retrieved algorithms under different atmospheric conditions. We investigated the main error sources of this process, and conducted sensitivity analyses to estimate the wind speed errors caused by the effect of speckle, uncertainties in wind direction, and inaccuracies in the normalized radar cross section. Finally, we used the SAR-retrieved wind fields to simulate the salinity distribution off the Changjiang estuary. The findings of this study will be valuable for wind resource assessment and the development of future numerical ocean models based on SAR images. 相似文献
7.
Identifying soil structure along headwater hillslopes using ground penetrating radar based technique 总被引：2，自引：0，他引：2
Soil structure plays an important role in understanding soil attributes as well as hydrological processes. Effective method to obtain high quality soil map is therefore important for both soil science research and soil work ability improvement. However, traditional method such as digging soil pits is destructive and time-consuming. In this study, the structure of headwater hillslopes from Hemuqiao catchment (Taihu Basin, China) have been analyzed both by indirect (ground penetrating radar, GPR) and direct (excavation or soil auger) methods. Four transects at different locations of hillslopes in the catchment were selected for GPR survey. Three of them (#1, #2, and #3) were excavated to obtain full-scale soil information for interpreting radar images. We found that the most distinct boundary that can be detected by GPR is the boundary between soil and underlain bedrock. In some cases (e.g., 8–17m in transect #2), in which the in situ soil was scarcely affected by colluvial process, different soil layers can be identified. This identification process utilized the sensitive of GPR to capture abrupt changes of soil characteristics in layer boundaries, e.g., surface organic layer (layer #1) and bamboo roots layer (layer #2, contain stone fragments), illuvial deposits layer (layer #3) and regolith layer (layer #4). However, in areas where stone fragments were irregularly distributed in the soil profile (highly affected by colluvial and/or fluvial process), it was possible to distinguish which part contains more stone fragments in soil profile on the basis of reflection density (transect #3). Transect #4 (unexcavated) was used to justify the GPR method for soil survey based on experiences from former transects. After that, O horizon thickness was compared by a hand auger. This work has demonstrated that GPR images can be of a potential data source for hydrological predictions. 相似文献
8.
Fracture is a common underground structure phenomenon, which can provide space and passage for the storage and migration of oil and gas. Borehole radar is a fast and high-resolution geophysical detection method, which has been widely used in engineering, exploration and other fields. This paper mainly uses theoretical analysis and numerical simulation to study the variation law of the characteristics of the received borehole radar signal with the variation of fracture width. The Ricker wavelet is used as the pulse signal of the borehole radar. The results show that the amplitude of the signal received by the borehole radar first increases, then decreases, and finally tends to be a stable value with the increase of fracture width. The results have guiding significance for the detection of underground fractures and the estimation of fracture width by borehole radar. 相似文献
9.
This paper presents a method developed for estimating wave height from synthetic aperture radar (SAR) imagery without prior assumption of noise distribution. It is based on two-dimenslonal ocean wave spectra retrieved from fully calibrated SAR images. Wen‘s spectrum was used as first-guess wave spectrum in the retrieval process. Comparison of the estimated wave height obtained by this method from two ERS-1 SAR subimages dated 23 July 1994 with in-situ measurements showed that the method works well. 相似文献
10.
采用合成孔径雷达时序分析方法，利用2016-12～2017-05(12 d为一个周期)连续13景哨兵卫星雷达影像对淮南矿区内的居民区杨聚庄进行形变监测。根据矿区形变特征，提出一种基于灰色支持向量机（GM-SVR）的组合预测模型对矿区形变进行预测，并与传统的单一灰色模型和支持向量机预测模型进行对比。结果表明，时序InSAR技术和GM-SVR模型的结合，可以实现对矿区形变的快速监测和灾害预防，为矿区灾害监测与预警提供了一种可靠手段。 相似文献
11.
The objective of this paper is to propose an empirical method to inverse significant wave height(SWH)under typhoon conditions from collected dual-polarization Gaofen(GF)-3 synthetic aperture radar(SAR)imagery.The typhoon scenes were cap-tured from narrow scan(NSC)and wide scan(WSC)images,and collocated with European Center for Medium-Range Weather Fore-casts reanalysis data of(ECMWF).To improve the quality of GF-3 SAR images,the recalibration over rainforest and de-scalloping were carried out.To establish the empirical relationship between SAR-derived parameters and collocated SWH,the sensitivity analysis of typical parameters about the normalized radar cross section(Nrcs)and imagery variance(Cvar)were performed to both VV and VH polarized images.Four scenes from GF-3 SAR imagery under typhoon conditions were used for training the model by the multivari-ate least square regression,and one scene was used for preliminary validation.It was found that the joint retrieval model based on VV and VH polarized SAR imagery performed better than any single polarized model.These results,verified by using ECMWF data,revealed the soundness of this approach,with a correlation of 0.95,bias of 0 m,RMSE of 0.44 and SI of 0.01 when VV polarization and VH polarization data were both used. 相似文献
12.
ASAR斑点噪声模型验证及噪声滤除效果评价 总被引：3，自引：0，他引：3
ASAR合成孔径雷达数据因影像中相干斑点噪声的存在,影响了地物信息定量的提取与应用效果。本文结合雷达信号传输理论,推导出适于ASAR多视图像的功率概率分布。并从理论推导和试验两方面证实了ASAR影像符合乘性噪声模型。利用乘性噪声模型的滤波算法,采用不同滤波器和不同大小窗口对ASAR影像的斑点噪声进行了滤除,并用平滑指数、边缘保持指数等因子对滤除结果进行评价,通过对比发现:7×7窗口的Enhanced Lee滤波的效果最好。 相似文献
13.
黑龙江（又称为阿穆尔河）是中国和俄罗斯之间的国际界河,近年来洪水事件频发,给流域内中俄两国带来巨大的人口伤亡和经济损失,加强该流域的洪水监测是两国面临的共同紧迫需求。传统的光学遥感影像受制于洪水期间多云多雨的天气状况,难以及时获得无云影像。本文充分利用全天候雷达数据的优势,提出了一种基于哨兵1号（Sentinel-1）合成孔径雷达数据监测大面积区域洪水的方法。通过Gamma分布和高斯分布拟合SAR影像后向散射系数的概率密度分布,迭代后验概率差值,自动获得全局阈值来分割初始的水体,基于辅助数据细化去除了初始水体中与水体相似的误分类型,并由形态学操作后处理提高了提取的洪水的均匀性。结果表明：① 与传统的分割算法相比,本文提出的方法基于SAR影像后向散射系数的分布规律进行概率密度函数分段拟合,将全局统计划分为局部关系,显著地改善了常规分割算法在水体和非水体像素量级相差过大而表现不佳的情况;② 研究获得了2017—2020年逐年的洪水分布,结果总体精度在87.78%~94.89%之间,Kappa系数在0.76~0.89之间;③ 特别是对于大面积半干旱地区,本文结合了后向散射特性、地形和其他辅助信息的关系,使得能够有效地保留水体并去除与水体后向散射系数相似的地物;④ 结果显示黑龙江（阿穆尔河）中下游沿岸城市哈巴罗夫斯克、阿穆尔斯克等地区为经常性泛洪区域,洪水面积整体呈增加趋势。研究表明,基于雷达数据对洪水空间范围进行时间序列监测,可以为中俄黑龙江流域洪水发展动态监测提供科学支撑。 相似文献
14.
合成孔径雷达干涉测量(interferometric synthetic aperture radar, 简称InSAR)是获取地表形变的重要手段, 由于InSAR数据获取的限制和数据处理中产生的精度误差等问题, 在地灾隐患识别方面的工作还需要联合地质灾害本身进行分析。为此提出了一种基于InSAR技术与研究区孕灾背景指标相结合的方法, 并将其应用于三峡库区巴东段的地灾隐患识别研究中。研究结果表明, 使用ALOS-2 PALSAR雷达影像, 应用时序InSAR技术得到了研究区的变形空间分布和变化速率, 并结合研究区的孕灾背景, 将易发性等级、坡度、工程岩组和是否与灾害目录重叠4个指标作为地灾隐患判别的指标, 综合识别出19处疑似地灾隐患区, 然后对疑似地灾隐患区进行了逐一野外核查, 经验证地灾隐患识别成功率为78.9%。研究成果证明了将InSAR技术和孕灾背景相结合进行地灾隐患识别方法的可行性, 可在区域灾害识别中发挥重要作用。 相似文献
15.
Evaluation of Wind Retrieval from Co-Polarization Gaofen-3 SAR Imagery Around China Seas 总被引：1，自引：0，他引：1
SHAO Weizeng ZHU Shuai SUN Jian YUAN Xinzhe SHENG Yexin ZHANG Qingjun JI Qiyan 《中国海洋大学学报(英文版)》2019,(1)
Gaofen-3(GF-3) is the first Chinese space-borne satellite to carry the C-band multi-polarization synthetic aperture radar(SAR). Marine applications, i.e., winds and waves retrieved from GF-3 SAR images, have been operational since January 2017. In this study, we have collected more than 1000 quad-polarization(vertical-vertical(VV); horizontal-horizontal(HH); vertical-horizontal(VH); horizontal-vertical(HV)) GF-3 SAR images, which were acquired around the China Seas from September 2016 to September 2017. Wind streaks were visible in these images in co-polarization(VV and HH) channel. Geophysical model functions(GMFs), including the CMOD5N together with polarization ratio(PR) model and C-SARMOD, were used to retrieve winds from the collected co-polarization GF-3 SAR images. Wind directions were directly obtained from GF-3 SAR images. Then, the SAR-derived wind speeds were compared with the measurements at a 0.25? grid from the Advanced Scatterometer on board the Metop-A/B and microwave radiometer WindSAT. Based on the analysis, empirical corrections are proposed to improve the performance of the two GMFs. Results of this study show that the standard deviation of wind speed is 1.63 m s~(-1) with a 0.19 m s~(-1) bias and 1.71 m s~(-1) with a 0.26 m s~(-1) bias for VV-and HH-polarization GF-3 SAR, respectively. Our work not only systematically evaluates wind retrieval by using the two advanced GMFs and PR models but also proposes empirical corrections to improve the accuracy of wind retrievals from GF-3 SAR images around the China Seas and thus enhance the accuracy of near real-time operational SAR-derived wind products. 相似文献
16.
提出参照标准点探测PS法。既考虑PS的强散射特性,又顾及其稳定性,且初选时振幅阈值的设置参照每景影像中PS标准点的振幅值,精选时振幅离差阈值的设置也参照这些PS标准点的振幅离差值,都不需要人工设定。选取澳门半岛为实验区,以18景TerraSAR-X为数据源,进行PS探测实验。结果表明,相比于传统的PS探测方法,本方法能更快速、有效、可靠地探测出SAR影像中的PS。 相似文献
17.
风积沙路基的处理一直是沙漠公路建设面临的难题, 土工格室加固方法可为沙漠公路建设提供一条新路径, 结合S21线(乌鲁木齐-阿勒泰)沙漠公路路基现场试验, 研究不同路基深度动力响应特征, 对土工格室加固风积沙性能探究具有重要的价值及意义。结果表明: ①测试车速对路基不同深度处动应力、动加速度和动速度的时程曲线波动性影响较大, 且提高车速时, 动速度峰值、动加速度峰值和动应力峰值都出现了明显的增加; ②随着路基层深度的不断增加, 动速度幅值、动加速度幅值和动应力幅值均呈现出逐渐衰减的趋势, 其中在土工格室加固风积沙层衰减幅度最大; ③沿路基横断面水平方向上, 动速度幅值、动加速度幅值和动应力幅值均呈指数型衰减的趋势, 距振动源水平距离为5 m时, 其幅值衰减至10%左右, 可将此水平范围作为工程设计参考值。 相似文献
18.
To ensure the effectiveness of the operation of artificial precipitation enhancement, a potential region for the operation should be determined in advance.As cloud microphysical measurements needed for the determination of the potential region of cloud seeding are not available before the operation of routine precipitation enhancement, a new method based on the growth process of ice crystal is put forward for determining the potential region using the numerical weather prediction model output.The ice supersaturation, accumulated water vapor within minus temperature layer (≥9 mm), and upward water vapor transportation are adopted as criteria to determine the potential time, height and region of cloud seeding, and the real-time radar images are applied to make decisions on the seeding commanding.The criteria and Doppler radar images are studied in a case of precipitation enhancement characterized by significant water vapor supply from the north part of a tropical cyclone in the northwest Pacific, which shows that the ocean plays a crucial role in the advection transportation of water vapor to the potential region of the coastal area.The study presents a new method to determine the potential region of precipitation enhancement using macro-physical quantities under ice crystal growth environment.The method possesses a clear physical significance and can be readily applied with the required and easily predicted parameters. 相似文献
19.
Shipboard X-band radar images acquired on 24 June 2009 are used to study nonlinear internal wave characteristics in the northeastern
South China Sea. The studied images show three nonlinear internal waves in a packet. A method based on the Radon Transform
technique is introduced to calculate internal wave parameters such as the direction of propagation and internal wave velocity
from backscatter images. Assuming that the ocean is a two-layer finite depth system, we can derive the mixed-layer depth by
applying the internal wave velocity to the mixed-layer depth formula. Results show reasonably good agreement with in-situ
thermistor chain and conductivity-temperature-depth data sets. 相似文献
20.
?????人????????????????????????????????????????????????????????峱??????????? ????У???????У???????У??????Σ?????????????????????????????????峱????????????????????????????? ??泱??????в??????????????????????????????????????????????????????????????????????? ??????????????????????????????????????????????С????????????????????????????????????????????????????????Щ??????????????????????????? 相似文献