ドローン画像・データの取得・加工の基礎 Fundamentals of Capturing and Processing Drone Imagery and Data

著者名：Frazier, Amy E. (EDT)/Singh, Kunwar K. (EDT)

CRC Press（2021/07/27発売）

• 言語：ENG
• ISBN：9780367245726
• eISBN：9781000402049

Description

Unmanned aircraft systems (UAS) are rapidly emerging as flexible platforms for capturing imagery and other data across the sciences. Many colleges and universities are developing courses on UAS-based data acquisition. Fundamentals of Capturing and Processing Drone Imagery and Data is a comprehensive, introductory text on how to use unmanned aircraft systems for data capture and analysis. It provides best practices for planning data capture missions and hands-on learning modules geared toward UAS data collection, processing, and applications.

FEATURES

• Lays out a step-by-step approach to identify relevant tools and methods for UAS data/image acquisition and processing.
• Provides practical hands-on knowledge with visual interpretation, well-organized and designed for a typical 16-week UAS course offered on college and university campuses.
• Suitable for all levels of readers and does not require prior knowledge of UAS, remote sensing, digital image processing, or geospatial analytics.

• Includes real-world environmental applications along with data interpretations and software used; exercises in chapters 8 through 19 have support materials for free download.

• Combines the expertise of a wide range of UAS researchers and practitioners across the geospatial sciences.

This book provides a general introduction to drones along with a series of hands-on exercises that students and researchers can engage with to learn to integrate drone data into real-world applications. No prior background in remote sensing, GIS, or drone knowledge is needed to use this book. Readers will learn to process different types of UAS imagery for applications (such as precision agriculture, forestry, urban landscapes) and apply this knowledge in environmental monitoring and land-use studies.

Table of Contents

Part I: Getting Started with Drone Imagery and Data

1. Introduction to Capturing and Processing Drone Imagery and Data

Amy E. Frazier and Kunwar K. Singh

2. An Introduction to Drone Remote Sensing and Photogrammetry

Amy E. Frazier, Travis Howell, and Kunwar K. Singh

3. Choosing a Sensor for UAS Imagery Collection

Angad Singh

4. Mission Planning for Capturing UAS Imagery

Qassim Abdullah

5. Drone Regulations: What You Need to Know before You Fly

Jennifer Fowler and Jaylene Naylor

6. Structure from Motion (SfM) Workflow for Processing Drone Imagery

Adam J. Mathews

7. Aerial Cinematography with UAS

Britta Ricker and Amy E. Frazier

Part II: Hands-On Applications Using Drone Imagery and Data

8. Planning Unoccupied Aircraft Systems (UAS) Missions

Anthony R. Cummings, Ron Deonandan, Jacquy Gonsalves, Persaud Moses, and Arnold Norman

9. Aligning and Stitching Drone-Captured Images

Kunwar K. Singh, Tamika Brown, and Amy E. Frazier

10. Counting Wildlife from Drone-Captured Imagery Using Visual and Semi-Automated Techniques

Kunwar K. Singh, Katherine Markham, Amy E. Frazier, and Jarrod C. Hodgson

11. Terrain and Surface Modeling of Vegetation Height Using Simple Linear Regression

Jennifer L.R. Jensen and Adam J. Mathews

12. Assessing the Accuracy of Digital Surface Models of an Earthen Dam Derived from SfM Techniques

Gil Gonçalves, José Juan Arranz Justel, Sorin Herban, Petr Dvorak, and Salvatore Manfreda

13. Estimating Forage Mass from Unmanned Aircraft Systems in Rangelands

Humberto L. Perotto-Baldivieso, Michael T. Page, Alexandria M. DiMaggio, Jose de la Luz Martinez, and J. Alfonso Ortega-S.

14. Applications of UAS-Derived Terrain Data for Hydrology and Flood Hazard Modeling

Wing H. Cheung and Jochen E. Schubert

15. Comparing UAS and Terrestrial Laser Scanning Methods for Change Detection in Coastal Landscapes

Ian J. Walker, Craig Turner, and Zach Hilgendorf

16. Digital Preservation of Historical Heritage Using 3D Models and Augmented Reality

Sergio Bernardes and Marguerite Madden

17. Identifying Burial Mounds and Enclosures Using RGB and Multispectral Indices Derived from UAS Imagery

Agnes Schneider, Sebastian Richter, and Christoph Reudenbach

18. Detecting Scales of Drone-Based Atmospheric Measurements Using Semivariograms

Amy E. Frazier and Benjamin L. Hemingway

19. Assessing the Greenhouse Gas Carbon Dioxide in the Atmospheric Boundary Layer

Elinor Martin, Elizabeth Pillar-Little, and Gustavo Britto Hupsel de Azevedo