Ameliorating the spatial resolution of Hyperion hyperspectral data

机译：改善Hyperion高光谱数据的空间分辨率

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In this study seven fusion techniques and more especially the Ehlers, Gram-Schmidt, High Pass Filter, Local Mean Matching (LMM), Local Mean and Variance Matching (LMVM), Pansharp and PCA, were used for the fusion of Hyperion hyperspectral data with ALI panchromatic data. Both sensors are onboard on EO-1 satellite and the data are collected simultaneously. The panchromatic data has a spatial resolution of 10m while the hyperspectral data has a spatial resolution of 30m. All the fusion techniques are designed for use with classical multispectral data. Thus, it is quite interesting to investigate the assessment of the common used fusion algorithms with the hyperspectral data. The area of study is the broader area of North Western Athens near to Thrakomakedones village.

机译：在这项研究中，七种融合技术，尤其是Ehlers，Gram-Schmidt，高通滤波器，局部均值匹配（LMM），局部均值和方差匹配（LMVM），Pansharp和PCA被用于Hyperion高光谱数据与ALI全色数据。两个传感器都安装在EO-1卫星上，并且同时收集数据。全色数据的空间分辨率为10m，而高光谱数据的空间分辨率为30m。所有融合技术均设计用于经典的多光谱数据。因此，用高光谱数据研究常用融合算法的评估是非常有趣的。研究领域是雅典西北部靠近Thrakomakedones村的大片地区。

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来源
《Remote sensing for environmental monitoring, GIS applications, and geology IX》|2010年|P.74780G.1-74780G.11|共11页
会议地点 Berlin(DE)
作者
Konstantinos G. Nikolakopoulos; rnPanagiotis I. Tsombos; rnGeorge Aim. Skianis; rnDimitrios A.Vaiopoulos;
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作者单位

Institute of Geology Mineral Exploration (IGME), Olympic Village Entrance C, 13677 Achamae,Greece;

rnInstitute of Geology Mineral Exploration (IGME), Olympic Village Entrance C, 13677 Achamae,Greece;

University of Athens, Department of Geology and Geoenvironment;

rnUniversity of Athens, Department of Geology and Geoenvironment;

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原文格式 PDF
正文语种 eng
中图分类环境遥感;
关键词
ALI; hyperion; hyperspectral data; fusion; north western athens;

机译：ALI；超离子高光谱数据融合西北雅典;

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专利

1. Multispectral sensor spectral resolution simulations for generation of hyperspectral vegetation indices from Hyperion data [J] . Das Prabir Kumar, Seshasai M. V. R. Geocarto international . 2015,第5a6期

机译：用于从Hyperion数据生成高光谱植被指数的多光谱传感器光谱分辨率模拟
2. Spatial Variability Mapping of Crop Residue Using Hyperion (EO-1) Hyperspectral Data [J] . Abderrazak Bannari, Catherine Champagne, K. Shahid Khurshid, Remote Sensing . 2015,第6期

机译：使用Hyperion（EO-1）高光谱数据对作物残渣进行空间变异性制图
3. Efficient pre-processing and retrieval of reflectance using calibration modules for Hyperspectral satellite data (Hyperion) and denoising of Hyperspectral reference spectra using wavelet based Adaptive Bilateral Filtering (HABF) -A case study on mangroves forest in Muthupet lagoon, Tamil Nadu [J] . Selvaraj A., Saravanan S. Indian Journal of Marine Sciences . 2020,第10期

机译：使用小波的自适应双侧滤波（HABF）使用小波的自适应双侧过滤（HABF），高效地预处理和检索反射率，以及使用小波的自适应双侧滤波（HABF） - 在Muthupet Lagoon，泰米尔纳德邦的森林林
4. Ameliorating the spatial resolution of Hyperion hyperspectral data [C] . Konstantinos G. Nikolakopoulos, Panagiotis I. Tsombos, George Aim. Skianis, SPIE Conference on Remote Sensing for Environmental Monitoring, GIS Applications, and Geology . 2009

机译：改善Hyperion高光谱数据的空间分辨率
5. Estimation and mapping of wheat crop chlorophyll content using hyperion hyperspectral data [D] . Khurshid, Khawaja Shahid. 2004

机译：利用高离子高光谱数据估算和绘制小麦作物叶绿素含量
6. Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization [O] . Wei Huang, Liang Xiao, Hongyi Liu, 2015

机译：压缩感知启发式字典学习和空间光谱正则化的高光谱图像超分辨率
7. AMELIORATING THE SPATIAL RESOLUTION OF HYPERION HYPERSPECTRAL DATA. THE CASE OF ANTIPAROS ISLAND [O] . K. Nikolakopoulos, Ev. Gioti, G. Skianis, 2017

机译：改善Hyperion高光谱数据的空间分辨率。安特帕罗斯岛的案例
8. Resolution Enhancement of Hyperion Hyperspectral Data using Ikonos Multispectral Data [R] . Winter, E. M., Winter, M. E., Beaven, S. G., 2007

机译：使用Ikonos多光谱数据增强Hyperion高光谱数据的分辨率

Ameliorating the spatial resolution of Hyperion hyperspectral data

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