Cover......Page 1
Half Title......Page 2
Title Page......Page 4
Copyright Page......Page 5
Contents......Page 6
Preface......Page 10
Editors......Page 20
Contributors......Page 22
Section I: Data Acquisition and Preprocessing......Page 26
Chapter 1: High-Resolution UAS Imagery in Agricultural Research: Concepts, Issues, and Research Directions......Page 28
Chapter 2: Building a UAV-Hyperspectral System I: UAV and Sensor Considerations......Page 58
Chapter 3: Building a UAV-Hyperspectral System II: Hyperspectral Sensor Considerations and Data Preprocessing......Page 74
Chapter 4: LiDAR and Spectral Data Integration for Coastal Wetland Assessment......Page 96
Chapter 5: Multiview Image Matching for 3D Earth Surface Reconstruction......Page 114
Chapter 6: High-Resolution Radar Data Processing and Applications......Page 144
Section II: Algorithms and Techniques......Page 172
Chapter 7: Structure from Motion Techniques for Estimating the Volume of Wood Chips......Page 174
Chapter 8: A Workflow to Quantify the Carbon Storage in Urban Trees Using Multispectral ALS Data......Page 190
Chapter 9: Suitable Spectral Mixing Space Selection for Linear Spectral Unmixing of Fine-Scale Urban Imagery......Page 212
Chapter 10: Segmentation Scale Selection in Geographic Object-Based Image Analysis......Page 226
Chapter 11: Computer Vision Methodologies for Automated Processing of Camera Trap Data: A Technological Review......Page 254
Section III: Case Studies and Applications......Page 268
Chapter 12: UAV-Based Multispectral Images for Investigating Grassland Biophysical and Biochemical Properties......Page 270
Chapter 13: Inversion of a Radiative Transfer Model Using Hyperspectral Data for Deriving Grassland Leaf Chlorophyll......Page 286
Chapter 14: Wetland Detection Using High Spatial Resolution Optical Remote Sensing Imagery......Page 308
Chapter 15: Geomorphic and Biophysical Characterization of Wetland Ecosystems with Airborne LiDAR: Concepts, Methods, and a Case Study......Page 332
Chapter 16: Fraction Vegetation Cover Extraction Using High Spatial Resolution Imagery in Karst Areas......Page 372
Chapter 17: Using High Spatial Resolution Imagery to Estimate Cherry Orchard Acreage in Michigan......Page 386
Index......Page 400