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Sparse grids: a new predictive modelling method for the analysis of geographic data / S.W. Laffan in International journal of geographical information science IJGIS, vol 19 n° 3 (march 2005)
[article]
Titre : Sparse grids: a new predictive modelling method for the analysis of geographic data Type de document : Article/Communication Auteurs : S.W. Laffan, Auteur ; O.M. Nielsen, Auteur ; et al., Auteur Année de publication : 2005 Article en page(s) : pp 267 - 292 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Analyse spatiale
[Termes IGN] analyse comparative
[Termes IGN] analyse spatiale
[Termes IGN] apprentissage automatique
[Termes IGN] Australie
[Termes IGN] classification par réseau neuronal
[Termes IGN] exploration de données géographiques
[Termes IGN] géomorphométrie
[Termes IGN] grille aérée
[Termes IGN] morphologie mathématique
[Termes IGN] prédictionRésumé : (Auteur) We introduce in this paper a new predictive modelling method to analyse geographic data known as sparse grids. The sparse grids method has been developed for data-mining applications. It is a machine-learning approach to data analysis and has great applicability to the analysis and understanding of geographic data and processes. Sparse grids are a subset of grid-based predictive modelling approaches. The advantages they have over other grid-based methods are that they use fewer parameters and are less susceptible to the curse of dimensionality. These mean that they can be applied to many geographic problems and are readily adapted to the analysis of geographically local samples. We demonstrate the utility of the sparse grids system using a large and spatially extensive data set of regolith samples from Weipa, Australia. We apply both global and local analyses to find relationships between the regolith data and a set of geomorphometric, hydrologic and spectral variables. The results of the global analyses are much better than those generated using an artificial neural network, and the local analysis results are better than those generated using moving window regression for the same analysis window size. The sparse grids system provides a potentially powerful tool for the analysis and understanding of geographic processes and relationships. Numéro de notice : A2005-076 Affiliation des auteurs : non IGN Thématique : GEOMATIQUE Nature : Article DOI : 10.1080/13658810512331319118 En ligne : https://doi.org/10.1080/13658810512331319118 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27214
in International journal of geographical information science IJGIS > vol 19 n° 3 (march 2005) . - pp 267 - 292[article]Réservation
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Code-barres Cote Support Localisation Section Disponibilité 079-05031 RAB Revue Centre de documentation Revues en salle Disponible 079-05032 RAB Revue Centre de documentation Revues en salle Disponible The relation between Normalized Difference Vegetation Index and Vegetation Moisture Content at three grassland locations in Victoria, Australia / A.C. Dilley in International Journal of Remote Sensing IJRS, vol 25 n° 19 (October 2004)
[article]
Titre : The relation between Normalized Difference Vegetation Index and Vegetation Moisture Content at three grassland locations in Victoria, Australia Type de document : Article/Communication Auteurs : A.C. Dilley, Auteur ; S. Millie, Auteur ; et al., Auteur Année de publication : 2004 Article en page(s) : pp 3913 - 3928 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Applications de télédétection
[Termes IGN] combustible
[Termes IGN] correction atmosphérique
[Termes IGN] flore locale
[Termes IGN] humidité de l'air
[Termes IGN] Normalized Difference Vegetation Index
[Termes IGN] prairie
[Termes IGN] réflectance végétale
[Termes IGN] teneur en eau de la végétation
[Termes IGN] Victoria (Australie)Résumé : (Auteur) The supposition that, for most practical purposes, a single, generic, widely applicable relation exists between Normalized Difference Vegetation Index (NDVI) and grassland vegetation moisture content is tested. An experiment is described in which the vegetation moisture content at three Victorian grassland sites of varying composition is measured over the course of a complete curing episode. For each site, corresponding satellite radiation measurements are used to extract surface reflectances corrected for atmospheric and view-angle effects, and NDVI values based on these. On relating NDVI so obtained to the field measurements of vegetation moisture expressed in terms of a parameter commonly employed in assessing grassland fire risk, namely Fuel Moisture Content (FMC), separate relations for each site are clearly identified. When the relation appropriate to each site is used to derive FMC for that site, accurate estimates are obtained. Accuracy decreases markedly if the relation appropriate to one site is used to derive estimates of FMC at the other sites. When FMC values are transformed to another commonly employed parameter of grassland vegetation moisture content, namely Grassland Curing Index (GCI), the loss of accuracy becomes much greater. More accurate estimates of GCI are obtained using a direct relation between NDVI and GCI. Numéro de notice : A2004-375 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/01431160410001698889 En ligne : https://doi.org/10.1080/01431160410001698889 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=26902
in International Journal of Remote Sensing IJRS > vol 25 n° 19 (October 2004) . - pp 3913 - 3928[article]Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 080-04171 RAB Revue Centre de documentation En réserve L003 Exclu du prêt GPS and GIS assisted radar interferometry / Linlin Ge in Photogrammetric Engineering & Remote Sensing, PERS, vol 70 n° 10 (October 2004)
[article]
Titre : GPS and GIS assisted radar interferometry Type de document : Article/Communication Auteurs : Linlin Ge, Auteur ; X. Li, Auteur ; Chris Rizos, Auteur ; M. Omura, Auteur Année de publication : 2004 Article en page(s) : pp 1173 - 1177 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image radar et applications
[Termes IGN] carrière souterraine
[Termes IGN] géoréférencement
[Termes IGN] image radar moirée
[Termes IGN] interferométrie différentielle
[Termes IGN] interféromètrie par radar à antenne synthétique
[Termes IGN] mine
[Termes IGN] positionnement par GPS
[Termes IGN] réflecteur
[Termes IGN] subsidence
[Termes IGN] surveillance géologique
[Termes IGN] Sydney (Nouvelle-Galles du Sud)Résumé : (Auteur) Error in radar satellite orbit determination is a common problem in radar interferometry (INSAR). For example, when we try to locate a radar test site with known geographic coordinates using the geocoding information in SLC (the latitude and longitude of the four image corners), the location is well away from the true position. Another example is when there is a significant disturbance in the differential INSAR result, we sometimes are not sure whether it is from ground deformation or atmospheric heterogeneity. Even after these are corrected, we need to export the INSAR results to a GIS format so that they can be overlaid as layers over orthophotos and mine plans (in the case of mining subsidence) in order to interpret the results. Therefore, it is proposed to use both GPS and GIS to assist radar interferometry. Results are presented with an application to monitoring subsidence due to underground mining southwest of Sydney, Australia. Numéro de notice : A2004-365 Affiliation des auteurs : non IGN Thématique : IMAGERIE Nature : Article DOI : 10.14358/PERS.70.10.1173 En ligne : https://doi.org/10.14358/PERS.70.10.1173 Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=26892
in Photogrammetric Engineering & Remote Sensing, PERS > vol 70 n° 10 (October 2004) . - pp 1173 - 1177[article]Continental scale hotspot observations of Australia at sub-degree angular resolution from POLDER / F. Grant in International Journal of Remote Sensing IJRS, vol 25 n° 18 (September 2004)
[article]
Titre : Continental scale hotspot observations of Australia at sub-degree angular resolution from POLDER Type de document : Article/Communication Auteurs : F. Grant, Auteur ; C. Heyraud, Auteur ; François-Marie Bréon, Auteur Année de publication : 2004 Article en page(s) : pp 3625 - 3636 Note générale : Bibliographie Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Traitement d'image
[Termes IGN] analyse comparative
[Termes IGN] Australie
[Termes IGN] bande spectrale
[Termes IGN] carte de la végétation
[Termes IGN] image ADEOS-POLDER
[Termes IGN] réflectance végétale
[Termes IGN] tâche claireRésumé : (Auteur) Angular signatures of the innermost few degrees of the hotspot are retrieved on Australian land surfaces with an angular resolution better than 0.5° and a spatial resolution of around 150 km, using data from the Polarization and Directionality of the Earth's Reflectances (POLDER) instrument on the Advanced Earth Observing Satellite (ADEOS). These constitute the first comprehensive hotspot measurements at the scale of a continent. The retrieval technique requires that the hotspot characteristics at small angular scales are approximately invariant over a region of about 50km in extent, but accommodates pixel-to-pixel variations in the other characteristics, of the angular signature. Continental maps of the amplitude and half-width of the hotspot, in two spectral bands, are presented for two 41-day orbit cycles in different seasons and compared with a vegetation map. The half-widths are predominantly in the range 0.5°-1.5°, with no systematic difference between the 670 nm and 865 nm bands, and show little spatial structure. The maps of hotspot amplitude display significant spatial structure that corresponds closely to the vegetation map. Generally, areas of trees and tall shrubs are characterized by low hotspot amplitudes, while cropland, grassland and areas of low shrubs have high hotspot amplitudes. The evergreen broadleaf eucalypt forests are notable in that the amplitude is low at 670 nm and high at 865 nm. Numéro de notice : A2004-354 Affiliation des auteurs : non IGN Thématique : FORET/IMAGERIE Nature : Article nature-HAL : ArtAvecCL-RevueIntern DOI : 10.1080/01431160310001648000 En ligne : https://doi.org/10.1080/01431160310001648000 Format de la ressource électronique : URL article Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=26881
in International Journal of Remote Sensing IJRS > vol 25 n° 18 (September 2004) . - pp 3625 - 3636[article]Exemplaires(1)
Code-barres Cote Support Localisation Section Disponibilité 080-04161 RAB Revue Centre de documentation En réserve L003 Exclu du prêt Surveying, laser and 3d in Australian mining: integration going deeper / J. Ball in Geoinformatics, vol 7 n° 5 (01/08/2004)
[article]
Titre : Surveying, laser and 3d in Australian mining: integration going deeper Type de document : Article/Communication Auteurs : J. Ball, Auteur ; J. Richards, Auteur Année de publication : 2004 Article en page(s) : pp 40 - 43 Langues : Anglais (eng) Descripteur : [Vedettes matières IGN] Topographie
[Termes IGN] acquisition d'images
[Termes IGN] acquisition de données
[Termes IGN] Australie
[Termes IGN] caméra numérique
[Termes IGN] chambre panoramique
[Termes IGN] intégration de données
[Termes IGN] mine
[Termes IGN] prise de vue terrestre
[Termes IGN] télémètre laser terrestre
[Termes IGN] télémétrie laser terrestreRésumé : (Auteur) Yesterday's revolution is today's status quo. A few years ago, laser scanning was a novelty in mine survey. Mines without laser surveying are now operating at a disadvantage. Soon they will be anachronisms. In 1400 BC, the Egyptians first used surveying to accurately divide land into plots for taxation purposes. At the same time, polished surfaces were being used as reflectors to send messages. Three thousand years on, advances in the field of optics paved the way for many technological leaps, not the least being telescopes and instruments for more precise measurements. During the industrial revolution, the importance of exact boundaries for public utilities brought surveying into prominence. More accurate instruments were developed. Demand increased. Surveying now impacts all aspects of modern life. Numéro de notice : A2004-565 Affiliation des auteurs : non IGN Thématique : POSITIONNEMENT Nature : Article DOI : sans Permalink : https://documentation.ensg.eu/index.php?lvl=notice_display&id=27081
in Geoinformatics > vol 7 n° 5 (01/08/2004) . - pp 40 - 43[article]Réservation
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Code-barres Cote Support Localisation Section Disponibilité 262-04051 SL Revue Centre de documentation Revues en salle Disponible Integrating imaging spectroscopy (445-2543nm) and geographic information systems for post-disaster management: a case of hailstorm damage in Sydney / S. Bhaskaran in International Journal of Remote Sensing IJRS, vol 25 n° 13 (July 2004)PermalinkEvaluation of airborne video data for land-cover classification accuracy assessment / I.T. Grierson in Geocarto international, vol 18 n° 2 (June - August 2003)PermalinkSpatio-temporal GIS development to aid multi-use forest management / J. Lawley in Geocarto international, vol 18 n° 2 (June - August 2003)PermalinkAn algorithm for mapping burnt areas in Australia using SPOT-Vegetation data / D. Stroppiana in IEEE Transactions on geoscience and remote sensing, vol 41 n° 4 (April 2003)PermalinkDeveloping a common spatial data infrastructure between state and local government: an Australian case study / S. Jacoby in International journal of geographical information science IJGIS, vol 16 n° 4 (june 2002)PermalinkThree-dimensional [3D] geopositioning accuracy of Ikonos imagery / Clive Simpson Fraser in Photogrammetric record, vol 17 n° 99 (April - September 2002)PermalinkThe use of Landsat derived multi-temporal NDVI to assess the impact of the construction of the central Pilbara railway on vegetation conditions, Karijini / J. Wilson in Geocarto international, vol 17 n° 1 (March - May 2002)PermalinkGeopositioning accuracy of Ikonos imagery: indications from two dimensional transformations / H.B. Hanley in Photogrammetric record, vol 17 n° 98 (October 2001 - March 2002)PermalinkDevelopment of daily spatial heat unit mapping from monthly climatic surfaces for the Australian continent / Nicholas C. Coops in International journal of geographical information science IJGIS, vol 15 n° 4 (june 2001)PermalinkLes très grandes concentrations urbaines / P. Bruyelle (2000)Permalink