Buch, Englisch, Band 1, 284 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1330 g
Buch, Englisch, Band 1, 284 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1330 g
Reihe: Remote Sensing and Digital Image Processing
ISBN: 978-0-7923-5978-4
Verlag: Springer Netherlands
This book treats statistical issues that are of relevance in spatial studies for remote sensing. It consists of contributions by international experts in this field. A brief overview of basic statistics is given, followed by physical aspects of remote sensing. Spatial statistics addresses classification of images by supervised and unsupervised procedures, estimation of spatial structures by variograms, interpolation, simulation, sampling and issues of scale. Geographical information systems allow the integration of remote sensing with other sources of information, concentrating on the concept of the pixel. Attention is also given to decision support for a wide variety of possible and important decisions. A single data set is used throughout the book. This book therefore provides an overview of the state of the art of spatial statistics for remote sensing, highlighting new frontiers in this rapidly developing field of science.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
- Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung
- Geowissenschaften Geologie Geodäsie, Kartographie, Fernerkundung
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Angewandte Optik
- Geowissenschaften Geographie | Raumplanung Geodäsie, Kartographie, GIS, Fernerkundung
- Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
Weitere Infos & Material
Preface. Contributors and editors. Introduction. I. 1. Description of the data; B. Gorte. 2. Some basic elements of statistics; A. Stein. 3. Physical principles of optical R.S.; F. van der Meer. 4. Remote Sensing and GIS; S. de Bruin, M. Molenaar. II. 5. Spatial Statistics; P.M. Atkinson. 6. Spatial prediction by linear kriging; A. Papritz, A. Stein. 7. Issues of scale and optimal pixel size; P.J. Curran, P. M. Atkinson. 8. Conditional Simulation; J.L. Dungan. 9. Supervised image classification; B. Gorte. 10. Unsupervised class detection; C.H.M. van Kemenade, et al. 11. Spectral unmixing; F. van der Meer. III. 12. Accuracy assessment; A.K. Skidmore. 13. Spatial sampling schemes; J. de Gruijter. 14. Decision support systems; A. Sharifi. Bibliography.
