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E-raamat: Coral Reef Remote Sensing: A Guide for Mapping, Monitoring and Management

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  • Ilmumisaeg: 18-Apr-2013
  • Kirjastus: Springer
  • Keel: eng
  • ISBN-13: 9789048192922
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  • Formaat: PDF+DRM
  • Ilmumisaeg: 18-Apr-2013
  • Kirjastus: Springer
  • Keel: eng
  • ISBN-13: 9789048192922

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Remote sensing stands as the defining technology in our ability to monitor coral reefs, as well as their biophysical properties and associated processes, at regional to global scales. With overwhelming evidence that much of Earth’s reefs are in decline, our need for large-scale, repeatable assessments of reefs has never been so great. Fortunately, the last two decades have seen a rapid expansion in the ability for remote sensing to map and monitor the coral reef ecosystem, its overlying water column, and surrounding environment.

Remote sensing is now a fundamental tool for the mapping, monitoring and management of coral reef ecosystems. Remote sensing offers repeatable, quantitative assessments of habitat and environmental characteristics over spatially extensive areas. As the multi-disciplinary field of coral reef remote sensing continues to mature, results demonstrate that the techniques and capabilities continue to improve. New developments allow reef assessments and mapping to be performed with higher accuracy, across greater spatial areas, and with greater temporal frequency. The increased level of information that remote sensing now makes available also allows more complex scientific questions to be addressed.

As defined for this book, remote sensing includes the vast array of geospatial data collected from land, water, ship, airborne and satellite platforms. The book is organized by technology, including: visible and infrared sensing using photographic, multispectral and hyperspectral instruments; active sensing using light detection and ranging (LiDAR); acoustic sensing using ship, autonomous underwater vehicle (AUV) and in-water platforms; and thermal and radar instruments.

Emphasis and Audience
This book serves multiple roles. It offers an overview of the current state-of-the-art technologies for reef mapping, provides detailed technical information for coral reef remote sensing specialists, imparts insight on the scientific questions that can be tackled using this technology, and also includes a foundation for those new to reef remote sensing. The individual sections of the book include introductory overviews of four main types of remotely sensed data used to study coral reefs, followed by specific examples demonstrating practical applications of the different technologies being discussed. Guidelines for selecting the most appropriate sensor for particular applications are provided, including an overview of how to utilize remote sensing data as an effective tool in science and management. The text is richly illustrated with examples of each sensing technology applied to a range of scientific, monitoring and management questions in reefs around the world. As such, the book is broadly accessible to a general audience, as well as students, managers, remote sensing specialists and anyone else working with coral reef ecosystems.



This book offers a multi-level examination of remote-sensing technologies for mapping and monitoring coral reef ecosystems, ranging from satellite and airborne imagery to ship-based observation. Includes examples of practical applications of the technologies.

Arvustused

From the Foreword: "This remarkable book, Coral Reef Remote Sensing: A Guide for Mapping, Monitoring and Management, for the first time documents the full range of remote sensing systems, methodologies and measurement capabilities essential to understanding more fully the status and changes over time of coral reefs globally.  Such information is essential and provides the foundation for policy development and for implementing management strategies to protect these critically endangered ecosystems. ...  Included here is an overview of technologies for reef mapping, technical information useful for scientists and other research and policy development experts, ideas for application of remote sensing to resolve questions, and thoughts about future remote sensing technologies and their applications. I wholeheartedly recommend this book to scientists, students, managers, remote sensing specialists and anyone who would like to be inspired by the ingenious new ways that have been developed and are being applied to solve one of the worlds greatest challenges:  how to take care of the ocean that takes care of us." Sylvia A. Earle National Geographic Explorer in Residence Founder, Mission Blue

Section I Visible and Infrared
1 Visible and Infrared Overview
3(26)
1.1 Introduction
3(9)
1.1.1 Visible and Infrared Imaging Systems
4(5)
1.1.2
Chapter Outline
9(3)
1.2 Physical and Technical Principles
12(5)
1.2.1 Imaging Sensor Dimensions
12(1)
1.2.2 Spectral Characteristics
13(2)
1.2.3 Photography (Film and Digital)
15(1)
1.2.4 Multispectral Imaging Systems
16(1)
1.2.5 Hyperspectral Imaging Systems
17(1)
1.3 Image Processing
17(5)
1.3.1 Image Preprocessing
17(2)
1.3.2 Processing Types
19(1)
1.3.3 Thematic Mapping
20(1)
1.3.4 Biophysical or Continuous Variable Mapping
21(1)
1.4 Future Directions
22(7)
1.4.1 Technological Advances
23(1)
1.4.2 Scientific Advances
24(1)
Suggested Reading
25(1)
References
25(4)
2 Photography Applications
29(22)
2.1 Introduction
29(2)
2.2 Photography of Coral Reefs
31(1)
2.3 Photography Analysis and Classification Techniques
32(4)
2.4 Example Applications of Photography
36(10)
2.4.1 Baseline Spatial Mapping
37(3)
2.4.2 Time Series Analysis
40(2)
2.4.3 Astronaut Photography as a Secondary Data Source
42(1)
2.4.4 Suspended Sediment Studies
43(3)
2.5 Conclusions and Future Directions
46(5)
Suggested Reading
47(1)
References
47(4)
3 Multispectral Applications
51(28)
3.1 Introduction
51(3)
3.2 Multispectral Analysis and Classification
54(9)
3.2.1 Types of Analysis
54(5)
3.2.2 Image Processing
59(3)
3.2.3 Time-Series Analysis
62(1)
3.3 Example Applications
63(5)
3.3.1 Reef Mapping
63(2)
3.3.2 Change Detection
65(1)
3.3.3 Reef Modeling
66(2)
3.4 Conclusions and Future Directions
68(11)
3.4.1 Integration with Other Sensor Modalities
69(1)
3.4.2 Integration with Field Monitoring
69(1)
3.4.3 Integration with Modeling
70(2)
3.4.4 Integration with Management
72(1)
Suggested Reading
72(1)
References
73(6)
4 Hyperspectral Applications
79(36)
4.1 Introduction
80(6)
4.1.1 Relevance to Coral Reef Management
80(3)
4.1.2 Design and Operational Considerations
83(3)
4.2 Hyperspectral Planning and Preprocessing
86(9)
4.2.1 Data and Processing Requirements
87(1)
4.2.2 Preprocessing Considerations
88(1)
4.2.3 Atmospheric Correction
89(2)
4.2.4 Cross Track Variation and Correction
91(1)
4.2.5 Sunglint Correction
92(2)
4.2.6 Depth Correction
94(1)
4.3 Hyperspectral Algorithms
95(9)
4.3.1 Classification
95(2)
4.3.2 Band-Specific Analysis
97(1)
4.3.3 Spectral Unmixing
98(1)
4.3.4 Bathymetry
99(1)
4.3.5 Change Detection
100(1)
4.3.6 Inversion Methods
101(3)
4.4 Conclusions
104(11)
Suggested Reading
108(1)
References
108(7)
Section II LiDAR
5 LiDAR Overview
115(30)
5.1 Introduction
116(1)
5.2 Physical Principles
117(10)
5.2.1 Aircraft-Deployed LiDAR
117(7)
5.2.2 Field-Deployed LiDAR
124(2)
5.2.3 Cost and Application
126(1)
5.3 Image Products and Environmental Variables
127(9)
5.3.1 Bathymetric Products
127(4)
5.3.2 Biotic Features
131(1)
5.3.3 Abiotic Features
132(1)
5.3.4 Surrounding Environment
133(3)
5.4 Processing and Validation Requirements
136(9)
Suggested Reading
138(1)
References
138(7)
6 LiDAR Applications
145(30)
6.1 Introduction
146(1)
6.2 Example LiDAR Applications
146(20)
6.2.1 Navigational Charting
147(2)
6.2.2 Benthic Habitat Mapping
149(2)
6.2.3 Morphology and Topographic Complexity
151(4)
6.2.4 Marine Protected Area Planning
155(3)
6.2.5 Marine Geology
158(3)
6.2.6 Coastal Sediment Management
161(1)
6.2.7 Risk Assessment and Environmental Change
162(4)
6.3 Future Directions in LiDAR
166(2)
6.3.1 Integration with Other Sensors
166(1)
6.3.2 Deployment on Different Platforms
167(1)
6.4 Conclusion
168(7)
Suggested Reading
169(1)
References
169(6)
7 Integrated LiDAR and Hyperspectral
175(20)
7.1 Introduction
175(2)
7.2 LiDAR/Hyperspectral Processing
177(6)
7.2.1 SIT Data Fusion Model
177(1)
7.2.2 LiDAR-Derived Parameters
178(3)
7.2.3 Hyperspectral Color Balancing
181(1)
7.2.4 Constrained Optimization Modeling
182(1)
7.3 Applications of LiDAR/Hyperspectral Fusion
183(5)
7.3.1 Decision-Tree Classification
184(2)
7.3.2 Dempster-Shafer Method
186(2)
7.4 Summary and Discussion
188(7)
Suggested Reading
189(1)
References
190(5)
Section III Acoustic
8 Acoustic Methods Overview
195(26)
8.1 Introduction
195(2)
8.2 Physical and Technical Principles
197(10)
8.2.1 The Sound Wave
197(1)
8.2.2 Sound in Water
198(4)
8.2.3 Sending and Receiving the Signal
202(3)
8.2.4 Processing Requirements
205(2)
8.3 Applications of Acoustics
207(11)
8.3.1 Single Beam Bathymetry
208(1)
8.3.2 Side Scan SONAR
208(3)
8.3.3 Multi-Beam SONAR
211(3)
8.3.4 Acoustic Doppler Current Profiling
214(1)
8.3.5 Fisheries Acoustics
215(3)
8.4 Conclusion
218(3)
Suggested Reading
219(1)
References
219(2)
9 Acoustic Applications
221(32)
9.1 Introduction
222(5)
9.1.1 Relevance to Coral Reef Management
222(1)
9.1.2 Role of Acoustics in Benthic Habitat Mapping
222(1)
9.1.3 Acoustic Remote Sensing Platforms
223(2)
9.1.4 Selecting an Acoustic System
225(2)
9.2 Applications
227(19)
9.2.1 Single-Beam Acoustic Seabed Classification
227(11)
9.2.2 Multi-Beam Echo Sounder Application
238(2)
9.2.3 Phase Differencing Bathymetric Sonar
240(2)
9.2.4 Split-Beam Application
242(4)
9.3 State of the Science and Future Directions
246(7)
Suggested Reading
249(1)
References
249(4)
10 Deep Acoustic Applications
253(32)
10.1 Introduction
254(2)
10.2 History of Mapping Cold-Water Coral Habitats
256(4)
10.3 Cold-Water Coral Mapping Example
260(18)
10.3.1 Sonar and AUV Configuration
260(1)
10.3.2 Survey Design and Data Analysis
261(3)
10.3.3 Cold-Water Coral Mound Characterization
264(5)
10.3.4 Mound Morphometrics
269(1)
10.3.5 Habitat Classification Map
269(9)
10.4 Conclusions and Recommendations
278(7)
Suggested Reading
280(1)
References
280(5)
Section IV Thermal and Radar
11 Thermal and Radar Overview
285(28)
11.1 Introduction
286(1)
11.2 Thermal Overview
286(12)
11.2.1 Thermal Physical Principles
286(5)
11.2.2 Acquisition Logistics
291(3)
11.2.3 History of Thermal Monitoring
294(3)
11.2.4 Thermal Processing Requirements
297(1)
11.2.5 Thermal Validation
298(1)
11.3 Radar Overview
298(12)
11.3.1 Radar Physical Principles
298(5)
11.3.2 Radar Systems
303(5)
11.3.3 Radar Processing Requirements
308(1)
11.3.4 Radar Validation
309(1)
11.4 Conclusion
310(3)
Suggested Reading
310(1)
References
311(2)
12 Thermal Applications
313(28)
12.1 Introduction
314(4)
12.1.1 Infrared and Microwave Sensors
314(1)
12.1.2 Measurement Accuracies
315(2)
12.1.3 Quality Control
317(1)
12.2 Thermal Data Products and Analysis
318(9)
12.2.1 AVHRR Pathfinder Series
318(1)
12.2.2 Group for High-Resolution SST
319(1)
12.2.3 Quantifying Trends and Changes
320(4)
12.2.4 Application to Reef Management
324(3)
12.2.5 Limitations
327(1)
12.3 Example Thermal Applications
327(6)
12.3.1 Marine Protected Area Design
328(2)
12.3.2 Water Quality and Coral Bleaching
330(1)
12.3.3 Coastal and Oceanic Upwelling
331(2)
12.4 Future Directions
333(8)
Suggested Reading
335(1)
References
335(6)
13 Radar Applications
341(34)
13.1 Introduction
342(1)
13.2 HF Ocean Radar
343(7)
13.2.1 Analysis and Classification Techniques
343(2)
13.2.2 System Comparison
345(2)
13.2.3 Example Applications
347(3)
13.3 VHF High Resolution Radar
350(1)
13.3.1 System Overview
350(1)
13.3.2 Example Application
351(1)
13.4 Synthetic Aperture Radar
351(11)
13.4.1 Analysis and Classification Techniques
351(5)
13.4.2 Example Applications
356(6)
13.5 Scatterometers
362(2)
13.5.1 Analysis Techniques
362(1)
13.5.2 Example Application
363(1)
13.6 X-band Wave Radars
364(1)
13.7 Conclusions and Future Directions
365(10)
Suggested Reading
366(1)
References
367(8)
Section V Effective Use of Remote Sensing in Science and Management
14 Validation
375(28)
14.1 Introduction
376(2)
14.2 Sampling Design and Accuracy Measures
378(4)
14.2.1 Sampling Design
378(1)
14.2.2 Accuracy of Discrete Maps
379(2)
14.2.3 Accuracy of Continuous Maps
381(1)
14.3 Validation Literature Review
382(10)
14.3.1 Mapping Approaches
382(4)
14.3.2 Sampling Design
386(2)
14.3.3 Accuracy Measures
388(3)
14.3.4 Validation Limitations
391(1)
14.4 Conclusions and Recommendations
392(11)
Suggested Reading
395(1)
References
395(8)
15 Science and Management
403(26)
15.1 Introduction
404(1)
15.2 Research and Management Needs
404(8)
15.2.1 Framing the Question
405(1)
15.2.2 User Versus Producer Needs
406(4)
15.2.3 Data Requirements and Limitations
410(2)
15.2.4 Balancing Costs and Product Quality
412(1)
15.3 Example Applications
412(11)
15.3.1 Resource Management
414(2)
15.3.2 Predictive Mapping of Fish Assemblages
416(2)
15.3.3 Threat and Damage Assessments
418(2)
15.3.4 Monitoring Temporal Changes
420(3)
15.4 Conclusions and Recommendations
423(6)
Suggested Reading
423(1)
References
423(6)
Index 429