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Roof materials identification based on pleiades spectral responses using supervised classification
2021
TELKOMNIKA (Telecommunication Computing Electronics and Control)
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The purpose of this paper is to classify the Pleiades data for the identification of roof materials. ...
The outcome of this study is that highresolution remote sensing data can be used to identify roof material and can map further in the context of monitoring urban areas. ...
AUTHOR CONTRIBUTIONS AW conceived, planned the experiments, and took the lead in writing the manuscript. YFH carried out the experiments and the simulations. ...
doi:10.12928/telkomnika.v19i2.18155
fatcat:lalhsn5iqbhijbwwk65yhzh3su
Utilization of Band Combination for Feature Selection in Machine Learning-Based Roof Material Types Identification
2021
International Journal on Advanced Science, Engineering and Information Technology
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Land monitoring requires remote sensing data, which varies in its spectral and spatial resolution. Remote sensing data with the high spatial resolution is especially needed for urban monitoring. ...
The experiment found that reflectance responses for band Red and NIR are the most distinctive trait of a material type and thus sufficient for material identification. ...
AUTHOR CONTRIBUTIONS AW conceived, planned the experiments, and took the lead in writing the manuscript. YFH carried out the experiments and the simulations. ...
doi:10.18517/ijaseit.11.5.13102
fatcat:au7vw3xgargffcn7eoqqbgxlky
Assessment of building heights from pléiades satellite imagery for the Nyarugenge sector, Kigali, Rwanda
2017
Rwanda Journal
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However, for urban planners, policy and decision makers, the method yields a high potential in analyzing and monitoring urban areas. ...
The proposed study determines the suitability of multispectral information and stereoscopic-derived heights of Pléiades tri-stereoscopic satellite imagery for the identification of building footprints ...
If successful, the methodology will be able to support urban planners, policy and decision makers in monitoring changes, updating cadastral information and improving planning solutions. with mid-to high-rise ...
doi:10.4314/rj.v1i1s.6d
fatcat:wl3kw3zcl5gwpluwyc2p3y6tbe
Assessment of building heights from pléiades satellite imagery for the Nyarugenge sector, Kigali, Rwanda
2017
Rwanda Journal
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However, for urban planners, policy and decision makers, the method yields a high potential in analyzing and monitoring urban areas. ...
The proposed study determines the suitability of multispectral information and stereoscopic-derived heights of Pléiades tri-stereoscopic satellite imagery for the identification of building footprints ...
If successful, the methodology will be able to support urban planners, policy and decision makers in monitoring changes, updating cadastral information and improving planning solutions. with mid-to high-rise ...
doi:10.4314/rj.v1i2s.6d
fatcat:pyhaaucpsffobkk7pvwmbbqbly
Comparison of Multi- and Hyperspectral Remote Sensing Data for Use in Comprehensive Urban Biotope Mapping
2008
IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium
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., Kaufmann, H. (2008): Comparison of multi-and hyperspectral remote sensing data for use in comprehensive urban biotope mapping. ...
The results show that our developed method for biotope classification works well with hyperspectral and with multispectral input data yielding comparable overall accuracies of 88.1 and 91.3 percent. ...
The Senate Department for Urban Development of Berlin provided the biotope map. ...
doi:10.1109/igarss.2008.4780013
dblp:conf/igarss/BochowSK08
fatcat:d5jhov6zlncine2tyn6argtdxi
Can the Future EnMAP Mission Contribute to Urban Applications? A Literature Survey
2011
Remote Sensing
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This paper presents the results of a literature survey on existing applications and image analysis techniques in the context of urban remote sensing in order to identify and outline potential contributions ...
However, owing to the limitations of EnMAPs spatial resolution for urban applications, research should also focus on hyperspectral resolution enhancement to enable retrieving material information on sub-pixel ...
Acknowledgements This work has been carried out in the frame of the EnMAP preparation activities and is sponsored by the Space Agency of the German Aerospace Center (DLR) through funds of the Federal Ministry ...
doi:10.3390/rs3091817
fatcat:dugumwcfgbhsbo4czvxpsiyoy4
Characterization and Retrieval of Snow and Urban Land Cover Parameters using Hyperspectral Imaging
2019
Current Science
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Hyperspectral data enable identification, characterization and retrieval of these land-cover features based on physical and chemical properties of compositional materials. ...
tiled roofs, metallic surfaces and tarpaulin sheets using the material spectral profiles. ...
We also thank the SAC and JPL team members for help in collecting AVIRIS-NG dataset over the Himalayan region and urban area of Ahmedabad. doi: 10.18520/cs/v116/i7/1182-1195 ...
doi:10.18520/cs/v116/i7/1182-1195
fatcat:a6sh4tnxhrh4rpe4njnhhdlxiy
Imaging Spectroscopy of Urban Environments
2018
Surveys in geophysics
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This paper gives an overview of the state-of-the-art in urban imaging spectroscopy considering decreasing spatial resolution, the related user requirements and existing knowledge gaps, as well as expected ...
The high spectral information content of such data is expected to improve accuracies and thematic detail of maps on urban composition and urban environmental condition. ...
Acknowledgements The authors are grateful to the editors of the special issue and the organizers of the ISSI workshop on Exploring the Earth's Ecosystems at a Global Scale with Imaging Spectroscopy Data ...
doi:10.1007/s10712-018-9486-y
fatcat:wxouaehh2radloag4smld64csm
Remote sensing in the fight against environmental crimes: the case study of the cattle-breeding facilities in Southern Italy
2016
International Journal of Sustainable Development and Planning
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In this work, a novel and effective approach for the detection of potentially hazardous cattle-breeding facilities, exploiting both synthetic aperture radar and optical multispectral data together with ...
Experiments on data available for the area of Caserta (Southern Italy), show that the proposed technique provides very high detection capability, up to 90%, with a acceptable false alarm rate, becoming ...
The GeoEye-1 multispectral image has a set of four (blue-green-red-NIR) spectral bands with 2 m/pixel of ground resolution and a panchro matic band with 0.5 m/pixel of resolution, while the Cosmo Sky-Med ...
doi:10.2495/sdp-v11-n5-663-671
fatcat:l567wdbh2jcqxhsft4jvyzqnua
Detection of urban expansion in an urban-rural landscape with multitemporal QuickBird images
2010
Journal of Applied Remote Sensing
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Shadows and high spectral variation within the impervious surfaces represent major challenges to the detection of urban expansion when high spatial resolution images are used. ...
As a comparison, the original multispectral image and segmentation-based mean-spectral images were used during the detection of urbanization. ...
The study is part of a 5-yr continuation project focusing on Population and Environment, which includes examining the changes taking place in urban areas. ...
doi:10.1117/1.3501124
pmid:21799706
pmcid:PMC3143462
fatcat:kdxs3kk66jamznnmkwbca5z7li
Urban land cover classification using worldview-2 images and C4.5 algorithm
2013
Joint Urban Remote Sensing Event 2013
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Mapping of urban land cover using remote sensing technology has been widely explored, especially with the recent availability of high resolution images and object-based analysis techniques. ...
This study uses the InterIMAGE software and WorldView-2 sensor imagery, two recent technologies useful for urban studies, to classify land cover in a metropolitan area of São Paulo, Brazil. ...
The C4.5 algorithm, integrated with other image analysis tools, presented great potential in high-resolution image analysis for urban applications. ...
doi:10.1109/jurse.2013.6550712
fatcat:dmdpme5sp5ft7iqzdlvaynjdeq
IDENTIFYING INFORMAL SETTLEMENTS IN SATELLITE IMAGES FOR SUSTAINABLE URBAN PLANNING: A SYSTEMATIC REVIEW OF METHODS AVAILABLE
2022
Journal of Information System and Technology Management
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The variance in spectral, spatial image resolution, texture, colours, and complex physical shapes of informal urban settlements has made it difficult to provide accurate evidence for urban planners to ...
methods' strengths and weaknesses, along with image indicators used in generating adequate information for sustainable urban planning. ...
Nafisa Binti Hosni for her valuable support and assistance in organizing this work. God bless you all. ...
doi:10.35631/jistm.725008
fatcat:sncrtmv5lrdmvfbnxghd6qqxum
Fusion of hyperspectral images and LiDAR data for civil engineering structure monitoring
2010
2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing
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This technique provides the ability for easy, rapid and accurate in situ assessment of many materials on a spatial domain within near real time condition and high temporal resolution. ...
urban runoff and planning. ...
data bases and monitoring the fusion capability between both HRS and LIDAR systems for civil engineering and urban planning applications. ...
doi:10.1109/whispers.2010.5594872
dblp:conf/whispers/BrookBR10
fatcat:teegkae4irawxlb2avrtrwjfzy
Survey of Hyperspectral Earth Observation Applications from Space in the Sentinel-2 Context
2018
Remote Sensing
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Compact High Resolution Imaging Spectrometer (CHRIS) is fully programmable (i.e., in spatial resolution, total swath and spectral band settings) and provides five distinct angular views [13] . ...
While hyperspectral exploratory sensors are demonstrating their potential, Sentinel-2 multispectral satellite remote sensing is now providing free, open, global and systematic high resolution visible and ...
It emphasized that a large number of studies made a successful use of medium spatial resolution data (≥30 m) in the field of urban planning and development and urban growth assessment. ...
doi:10.3390/rs10020157
fatcat:r3pktecntjbahc5htc53d5ende
Image Fusion for Remote Sensing Applications
[chapter]
2011
Image Fusion and Its Applications
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Intra-urban land cover classification from high-resolution images Intra-urban land cover classification of high spatial resolution images provides a useful set of information for urban management and planning ...
Applications for remote sensing imagery fusion The availability of high spectral and spatial resolution images is desirable when undertaking identification studies in areas with complex morphological structure ...
doi:10.5772/22899
fatcat:35yo7dlezbgnpobl7dbxjsicne
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