Geology & Oceanography

For junior/graduate-level courses in Remote Sensing in Geography, Geology, Forestry, and Biology.

This revision of Introductory Digital Image Processing: A Remote Sensing Perspective continues to focus on digital image processing of aircraft- and satellite-derived, remotely sensed data for Earth resource management applications. Extensively illustrated, it explains how to extract biophysical information from remote sensor data for almost all multidisciplinary land-based environmental projects. Part of the Prentice Hall Series Geographic Information Science.

• NEW - New separate chapters on:

  • Electromagnetic Radiation Principles and Radiometric Correction (Chapter 6)

  • Geometric Correction (Chapter 7)

  • Thematic Information Extraction: Artificial Intelligence (Chapter 10)

  • Thematic Information Extraction: Hyperspectral Image Analysis (Chapter 11)

  • Thematic Map Accuracy Assessment (Chapter 13)

• NEW - Updated and revised material in:

  • Remote Sensing and Digital Image Processing (Chapter 1)

  • Remote Sensing Data Collection (Chapter 2)

  • Digital Image Processing Hardware and Software Considerations (Chapter 3)

  • Image Quality Assessment and Statistical Evaluation (Chapter 4)

  • Initial Display Alternatives and Scientific Visualization (Chapter 5)

  • Image Enhancement (Chapter 8)

  • Thematic Information Extraction: Pattern Recognition (Chapter 9)

  • Digital Change Detection

• Emphasizes the application of digital image processing algorithms rather than engineering "signal processing"—Extracts useful earth resource information from remotely sensed imagery.

• Organizes content according to the general flow or method by which digital remote sensor data is actually analyzed.

• Presents all algorithms in relatively simple algebra terms.

• Contains new, specially developed detailed graphics and uses color more extensively.

• Summarizes the "remote sensing process"—Includes hypothesis testing procedures, data collection, data analysis, and information presentation (display) alternatives.

• Reviews new methods of image digitization and data compression and summarizes new formats for digital imagery—Includes the national aerial photography program (NAPP); multispectral imaging using discrete detectors and scanning mirrors; multispectral imaging using linear arrays; imagine spectrometry using linear and area arrays; the proposed Earth Observing System (EOS).

• Provides a substantive reference list in each chapter—Enables readers to obtain additional information on a topic.

• Surveys the state-of-the- art of digital image processing hardware and software configurations—Using mainframe, workstation, and personal computers.

• Discusses the functionality of 25 commercial and 6 public digital image processing systems.

• Contains a more detailed treatment of univariate and multivariate statistics which are routinely extracted from remotely sensed data.

• Introduces the concept of "scientific visualization"and presents alternatives for producing scaled, color, hardcopy output.

• Contains detailed information on how to radiometrically correct for atmospheric attenuation in remotely sensed data using "relative image normalization" and "absolute radiometric correction" techniques.

• Describes how linear and non-linear contrast enhancement is performed—Provides in-depth coverage of histogram equalization.

• Contains a new section on spatial filtering in the frequency domain using the Fourier Transform.

• Introduces classification schemes, including the new NOAA CoastWatch scheme.

• Describes all the major supervised classification algorithms and methods for making them efficient—Also shows how to incorporate a priori and a posteriori probabilities.

• Features a new section based on the ISODATA clustering algorithm—Includes informative graphics which describe how the feature space is iteratively partitioned.

• Contains a flow diagram of the general steps required to perform digital change detection of remotely sensed data—Presents 9 change detection algorithms along with diagrams which depict exactly how to perform the change direction.

• Includes a complete description of the major vector (e.g., TIGER, DLG) and raster data sets (e.g., remotely sensed data) available as well as a discussion of the various data analysis functions typically available in a GIS.

• Includes a case study which predicts the geographic distribution of wetlands in a freshwater lake based on the GIS analysis of various biophysical variables.

• New separate chapters on:

  • Electromagnetic Radiation Principles and Radiometric Correction (Chapter 6)

  • Geometric Correction (Chapter 7)

  • Thematic Information Extraction: Artificial Intelligence (Chapter 10)

  • Thematic Information Extraction: Hyperspectral Image Analysis (Chapter 11)

  • Thematic Map Accuracy Assessment (Chapter 13)

• Updated and revised material in:

  • Remote Sensing and Digital Image Processing (Chapter 1)

  • Remote Sensing Data Collection (Chapter 2)

  • Digital Image Processing Hardware and Software Considerations (Chapter 3)

  • Image Quality Assessment and Statistical Evaluation (Chapter 4)

  • Initial Display Alternatives and Scientific Visualization (Chapter 5)

  • Image Enhancement (Chapter 8)

  • Thematic Information Extraction: Pattern Recognition (Chapter 9)

  • Digital Change Detection

 1. Remote Sensing and Digital Image


 2. Remote Sensing Data Collection


 3. Digital Image Processing Hardware and Software Considerations


 4. Image Quality Assessment and Statistical Evaluation


 5. Initial Display Alternatives and Scientific Visualization


 6. Electromagnetic Radiation Principles and Radiometric


 7. Geometric Correction


 8. Image Enhancement


 9. Thematic Information Extraction: Pattern Recognition


10. Information Extraction Using Artificial Intelligence


11. Thematic Information Extraction: Hyperspectral Image Analysis


12. Digital Change Detection


13. Thematic Map Accuracy Assessment


Index

Remote Sensing  (Geology & Oceanography)
Remote Sensing  (Geography & Atmospheric Sciences)

PowerPoints Online
Jensen
©2004 | Prentice Hall | On-line Supplement | Instock
ISBN-10: 0132415240 | ISBN-13: 9780132415248
  View Downloadable Files

Dire Predictions: Understanding Global Warming
Mann & Kump
©2009 | Prentice Hall | Paper; 120 pp | Instock
ISBN-10: 0136044352 | ISBN-13: 9780136044352
Buy from myPearsonStore

Geography Coloring Book, 3/E
Kapit
©2003 | Prentice Hall | Paper; 208 pp | Instock
ISBN-10: 0131014722 | ISBN-13: 9780131014725
Buy from myPearsonStore

Goode's Atlas, 21/E
Rand McNally
©2007 | Prentice Hall | Paper | Instock
ISBN-10: 0136128246 | ISBN-13: 9780136128243
Buy from myPearsonStore

Television for the Environment Earth Report Geography Videos on DVD (ValuePack component), 2/E
Television for the Environment
©2011 | Prentice Hall | DVD | Estimated Availability : 01/01/2010
ISBN-10: 0321662989 | ISBN-13: 9780321662989

Pearson Higher Education offers special pricing when you choose to package your text with other student resources. If you're interested in creating a cost-saving package for your students, browse our available packages below, or contact your Pearson Higher Education representative to create your own package.

Package ISBN-10: 0132416948 | ISBN-13: 9780132416948
©2004 | Instock (Additional assembly time required) | Suggested retail price: $129.20 | Buy from myPearsonStore
This package contains: