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A comparison of fuzzy vs. augmented-ISODATA classification algorithms for cloud-shadow discrimination from Landsat images / A.M. Melesse in Photogrammetric Engineering & Remote Sensing, PERS, vol 68 n° 9 (September 2002)
[article]
Titre : A comparison of fuzzy vs. augmented-ISODATA classification algorithms for cloud-shadow discrimination from Landsat images Type de document : Article/Communication Auteurs : A.M. Melesse, Auteur ; J.D. Jordan, Auteur Année de publication : 2002 Article en page(s) : pp 905 - 911 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image optique
[Termes IGN] analyse comparative
[Termes IGN] bande visible
[Termes IGN] classification dirigée
[Termes IGN] classification floue
[Termes IGN] classification ISODATA
[Termes IGN] image Landsat-TM
[Termes IGN] nuage
[Termes IGN] ombreRésumé : (Auteur) Satellite images are the most important source of landcover data over a large range of temporal and spatial scales. However, the complete realization of satellite imagery as a source of landcover information is limited by the presence of contaminants such as cloud and associated shadows in the image. These contaminants are not adequately handled with conventional image classification techniques such as the unsupervised maximumlikelihood technique. This study comprises a comparison of two classification algorithms, the fuzzy technique and an augmented form of the Iterative SelfOrganizing Data Analysis (ISODATA) technique, which were used to discriminate lowaltitude clouds and their shadows on a Landsat Thematic Mapper (TM) image of the Econlockhatchee River basin (Econ), in central Florida. Preliminary conventional unsupervised maxim umlikelihood classification of the image resulted in clouds being mixed with builtups and shadows being mixed with water bodies. Regions containing these two kinds of mixed categories were first masked, then fuzzy and augmented ISODATA classifications were performed on them. The ISODATA classification algorithm was run on the TM visible/shortwave bands and augmented with scatter diagrams of surface temperature versus several vegetation indices; the fuzzy algorithm was run on TM bands 1 through 5 and band 7. An accuracy assessment of the techniques was carried out using 40 randomly selected points within the image. Results of the classifications showed that both algorithms successfully discriminated clouds from other bright features, and shadows from other dark features, with an overall accuracy of greater than 80 percent. Numéro de notice : A2002-182 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : sans En ligne : https://www.asprs.org/wp-content/uploads/pers/2002journal/september/2002_sep_905 [...] Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22097
in Photogrammetric Engineering & Remote Sensing, PERS > vol 68 n° 9 (September 2002) . - pp 905 - 911[article]Land cover classification models using Shuttle Imaging Radar (SIR-C) data: a case study in New Hampshire, USA / R. Narayanan in Geocarto international, vol 17 n° 3 (September - November 2002)
[article]
Titre : Land cover classification models using Shuttle Imaging Radar (SIR-C) data: a case study in New Hampshire, USA Type de document : Article/Communication Auteurs : R. Narayanan, Auteur ; Jing Zhang, Auteur Année de publication : 2002 Article en page(s) : pp 57 - 65 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image radar et applications
[Termes IGN] classification dirigée
[Termes IGN] classification par maximum de vraisemblance
[Termes IGN] classification par réseau neuronal
[Termes IGN] covariance
[Termes IGN] fréquence
[Termes IGN] image radar
[Termes IGN] image SIR-C
[Termes IGN] New Hampshire (Etats-Unis)
[Termes IGN] occupation du sol
[Termes IGN] polarisation
[Termes IGN] précision de la classification
[Termes IGN] réalité de terrain
[Termes IGN] varianceRésumé : (Auteur) Spaceborne synthetic aperture radar (SAR) systems have the ability to provide high resolution information on land cover characteristics under adverse conditions such as darkness or cloud cover. The use of multiple frequencies and multiple polarizations yields better classification accuracies. The results of various land cover classification algorithms using Shuttle Imaging Radar (SIR-C) SAR data as applied to a site in Suncook, New Hampshire, are described in this paper. Three classification models were developed and tested: minimum distance classification, maximum a posteriori probability classification, and neural network classification. Using the available ground truth information, land cover was classified into five distinct regions: water, swamp, sand, trees, and grass. All three methods were applied to the same site and results compared. The maximum a posteriori probability approach yielded the highest overall classification accuracy on a pixelbypixel basis. Although the minimum distance approach was simpler than the maximum a posteriori approach, its performance was not as good as the latter since it did not use the covariance information between the data channels. The neural network approach performed well and its results were comparable to the maximum a posteriori approach when the variance of the data was small; however, its performance degraded rapidly when the variance of the data was high. Numéro de notice : A2002-286 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/10106040208542245 En ligne : https://doi.org/10.1080/10106040208542245 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22197
in Geocarto international > vol 17 n° 3 (September - November 2002) . - pp 57 - 65[article]Réservation
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Code-barres Cote Support Localisation Section Disponibilité 059-02031 RAB Revue Centre de documentation En réserve L003 Disponible Calculation of the calibration constant of polarization Lidar and its dependency on atmospheric temperature / Andreas Behrendt in Optics express, vol 10 n° 16 (12/08/2002)
[article]
Titre : Calculation of the calibration constant of polarization Lidar and its dependency on atmospheric temperature Type de document : Article/Communication Auteurs : Andreas Behrendt, Auteur ; Takuji Nakamura, Auteur Année de publication : 2002 Article en page(s) : 13 p. Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Lasergrammétrie
[Termes IGN] diffusion de Raman
[Termes IGN] étalonnage d'instrument
[Termes IGN] Lidar
[Termes IGN] longueur d'onde
[Termes IGN] polarisation
[Termes IGN] température de l'airRésumé : (Auteur) The volume depolarization ratio of the molecular backscatter signal detected with polarization lidar varies by a factor of nearly 4 depending on whether the rotational Raman bands are included in the detected signals of the individual system or not. If the rotational Raman spectrum is included partially in the signals, this calibration factor depends on the temperature of the atmosphere. This dependency is studied for different spectral widths of the receiving channels. In addition, the sensitivity to differences between the laser wavelength and the center wavelength of the receiver are discussed. Numéro de notice : A2002-401 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.1364/OE.10.000805 En ligne : https://doi.org/10.1364/OE.10.000805 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=33538
in Optics express > vol 10 n° 16 (12/08/2002) . - 13 p.[article]Performance of the MISR [multiangle imaging spectrodiometer] instrument during its first 20 months in Earth orbit / David J. Diner in IEEE Transactions on geoscience and remote sensing, vol 40 n° 7 (July 2002)
[article]
Titre : Performance of the MISR [multiangle imaging spectrodiometer] instrument during its first 20 months in Earth orbit Type de document : Article/Communication Auteurs : David J. Diner, Auteur ; J.C. Beckert, Auteur ; G.W. Bothwell, Auteur ; J.I. Rodriguez, Auteur Année de publication : 2002 Article en page(s) : pp 1449 - 1466 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Acquisition d'image(s) et de donnée(s)
[Termes IGN] capteur en peigne
[Termes IGN] capteur multibande
[Termes IGN] image Terra
[Termes IGN] Multi-Angle Imaging Spectroradiometer
[Termes IGN] satellite d'observation de la Terre
[Termes IGN] spectroradiométrie
[Termes IGN] télédétection spatialeRésumé : (Auteur) The Multiangle Imaging SpectroRadiometer, one of five science instruments aboard NASA's Terra spacecraft, was launched into earth orbit in December 1999. Acquisition of earth imagery began in February 2000, and the quality of the data is excellent. Overall, MISR has been performing superbly, though the instrument exhibits several idiosyncrasies, some of which were anticipated prior to launch. Details regarding the inflight performance of the instrument system are presented. Numéro de notice : A2002-185 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1109/TGRS.2002.801584 En ligne : https://doi.org/10.1109/TGRS.2002.801584 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=22100
in IEEE Transactions on geoscience and remote sensing > vol 40 n° 7 (July 2002) . - pp 1449 - 1466[article]Réservation
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Code-barres Cote Support Localisation Section Disponibilité 065-02072 RAB Revue Centre de documentation En réserve L003 Disponible 065-02071 RAB Revue Centre de documentation En réserve L003 Disponible vol 40 n° 7 - July 2002 - Special section on MISR (Bulletin de IEEE Transactions on geoscience and remote sensing) / Geoscience and remote sensing society
[n° ou bulletin]
est un bulletin de IEEE Transactions on geoscience and remote sensing / IEEE Geoscience and remote sensing society (Etats-Unis) (1986 -)
Titre : vol 40 n° 7 - July 2002 - Special section on MISR Type de document : Périodique Auteurs : Geoscience and remote sensing society, Auteur Année de publication : 2002 Importance : 250 p. Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Télédétection
[Termes IGN] Multi-Angle Imaging Spectroradiometer
[Termes IGN] radar à antenne synthétique
[Termes IGN] radiométrieNuméro de notice : 065-0207 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Numéro de périodique En ligne : http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=22049&punumber=36 Format de la ressource électronique : URL sommaire Permalink : https://documentation.ensg.eu/index.php?lvl=bulletin_display&id=2355 [n° ou bulletin]Contient
- Performance of the MISR [multiangle imaging spectrodiometer] instrument during its first 20 months in Earth orbit / David J. Diner in IEEE Transactions on geoscience and remote sensing, vol 40 n° 7 (July 2002)
- The Multi-angle Imaging SpectroRadiometer science data system, its products, tools, and performance / G.W. Bothwell in IEEE Transactions on geoscience and remote sensing, vol 40 n° 7 (July 2002)
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Code-barres Cote Support Localisation Section Disponibilité 065-02072 RAB Revue Centre de documentation En réserve L003 Disponible 065-02071 RAB Revue Centre de documentation En réserve L003 Disponible The Multi-angle Imaging SpectroRadiometer science data system, its products, tools, and performance / G.W. Bothwell in IEEE Transactions on geoscience and remote sensing, vol 40 n° 7 (July 2002)PermalinkBidirectional NDVI and atmospherically resistant BRDF inversion for vegetation canopy / F. Gao in IEEE Transactions on geoscience and remote sensing, vol 40 n° 6 (June 2002)PermalinkComparative evaluation of Indian remote sensing multi-spectral sensors data for crop classification / R.P. Singh in Geocarto international, vol 17 n° 2 (June - August 2002)PermalinkEvaluation of narrowband and broadband vegetation indices for determining optimal hyperspectral wavebands for agricultural crop characterization / Prasad S. Thenkabail in Photogrammetric Engineering & Remote Sensing, PERS, vol 68 n° 6 (June 2002)PermalinkInundation discriminated using sun glint / V.C. Vanderbilt in IEEE Transactions on geoscience and remote sensing, vol 40 n° 6 (June 2002)PermalinkLarge deviation theorems for weighted sums applied to a geographical problem / Olivier Bonin in Journal of Applied Probability, vol 39 n° 2 (01/06/2002)PermalinkRelationship between plant spectral reflectances and their image tonal responses on aerial photographs / D.E. Escobar in Geocarto international, vol 17 n° 2 (June - August 2002)PermalinkTrue orthophoto generation of built-up areas using multi-view images / J.Y. Rau in Photogrammetric Engineering & Remote Sensing, PERS, vol 68 n° 6 (June 2002)PermalinkVariation in point positioning accuracies for single frequency GPS users during solar maximum / S. Skone in Geomatica, vol 56 n° 2 (June 2002)Permalink3D building models using laser scanning: creating a building information system: the ancient cathedral of Bergamo / Luigi Colombo in GIM international, vol 16 n° 5 (May 2002)PermalinkA delay-doppler-mapping receiver system for GPS-reflection remote sensing / S.T. Lowe in IEEE Transactions on geoscience and remote sensing, vol 40 n° 5 (May 2002)PermalinkIl y a un siècle. Le contexte scientifique de la surprenante découverte de la stratosphère / M. Rochas in La Météorologie, n° 37 (01/05/2002)PermalinkMulti-baseline polarimetric SAR interferometry-first experimental spaceborne and airborne results / O. Stebler in ISPRS Journal of photogrammetry and remote sensing, vol 56 n° 3 (April - June 2002)PermalinkObject detection using transformed signatures in multitemporal hyperspectral imagery / R. Mayer in IEEE Transactions on geoscience and remote sensing, vol 40 n° 4 (April 2002)PermalinkProcessing of Ikonos imagery for submetre 3D positioning and building extraction / Clive Simpson Fraser in ISPRS Journal of photogrammetry and remote sensing, vol 56 n° 3 (April - June 2002)PermalinkATDI, le SIG appliqué à la radio : le mariage de la géomatique et de la radio / Anonyme in Géomatique expert, n° 14 (01/03/2002)PermalinkChange detection for thematic mapping by means of airborne multitemporal polarimetric SAR imagery / W. Dierking in IEEE Transactions on geoscience and remote sensing, vol 40 n° 3 (March 2002)PermalinkDelay-Doppler analysis of bistatically reflected signals from the ocean surface: theory and application / T. Elfouhaily in IEEE Transactions on geoscience and remote sensing, vol 40 n° 3 (March 2002)PermalinkDetection of areas associated with flood and erosion caused by a heavy rainfall using multitemporal Landsat TM data / A.S. Dhakal in Photogrammetric Engineering & Remote Sensing, PERS, vol 68 n° 3 (March 2002)PermalinkEnvisat - Europe's newest scientific satellite / Gordon Petrie in Geoinformatics, vol 5 n° 2 (01/03/2002)Permalink