Spatial Statistics for Remote Sensing

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Stein, Alfred (Επιμελητής έκδοσης), Meer, Freek Van der (Επιμελητής έκδοσης), Gorte, Ben (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Dordrecht : Springer Netherlands, 2002.
• Σειρά: Remote Sensing and Digital Image Processing, 1
• Θέματα: Geography.; Geographical information systems.; Remote sensing.; Probabilities.; Optics.; Optoelectronics.; Plasmons (Physics).; Statistics.; Geographical Information Systems/Cartography.; Optics, Optoelectronics, Plasmonics and Optical Devices.; Remote Sensing/Photogrammetry.; Probability Theory and Stochastic Processes.; Statistics, general.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This book is a collection of papers on spatial statistics for remote sensing. The book emerges from a study day that was organized in 1996 at the International Institute for Aerospace Survey and Earth Sciences, ITC, in Enschede, The Netherlands. It was by several means a memorable event. The beautif...

Πίνακας περιεχομένων:

• Description of the data used in this book
• Some basic elements of statistics
• Physical principles of optical remote sensing
• Remote sensing and geographical information systems
• Spatial Statistics
• Spatial prediction by linear kriging
• Issues of scale and optimal pixel size
• Conditional Simulation: An alternative to estimation for achieving mapping objectives
• Supervised image classification
• Unsupervised class detection by adaptive sampling and density estimation
• Image classification through spectral unmixing
• Accuracy assessment of spatial information
• Spatial sampling schemes for remote sensing
• Remote sensing and decision support systems.