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LiDAR Principles, Processing and Applications in Forest Ecology

样章
作者：
Qinghua Guo，Yanjun Su，Tianyu Hu
定价：
280.00元
ISBN：
978-7-04-060342-2
版面字数：
720.000千字
开本：
16开
全书页数：
暂无
装帧形式：
精装
重点项目：
暂无
出版时间：
2023-05-23
读者对象：
学术著作
一级分类：
自然科学
二级分类：
生态
三级分类：
生态科学
暂无
  • 前辅文
  • 1. The Origin and Development of LiDAR Techniques
    • 1.1 Introduction and History of LiDAR
    • 1.2 Classification of LiDAR Hardware
    • 1.3 Commercial LiDAR Hardware
    • 1.4 LiDAR Software
    • 1.5 The Importance of LiDAR in Forest Ecology Applications
    • 1.6 Chapter Summary
    • References
  • 2. Working Principles of LiDAR
    • 2.1 Ranging Principle of LiDAR
    • 2.2 Radiation Principle of LiDAR
    • 2.3 Working Principle of Terrestrial LiDAR
    • 2.4 Working Principle of Near-Surface LiDAR
    • 2.5 Working Principle of Airborne LiDAR
    • 2.6 Working Principle of Spaceborne LiDAR
    • 2.7 Chapter Summary
    • References
  • 3. LiDAR Field Workflow and Systematic Error Sources
    • 3.1 Basic Operation of Terrestrial LiDAR
    • 3.2 Basic Operation of Mobile and Backpack LiDAR
    • 3.3 Basic Operation of Airborne and Unmanned Aerial Vehicle LiDAR
    • 3.4 Error Sources in LiDAR Data Collection
    • 3.5 Chapter Summary
    • References
  • 4. LiDAR Data Formats
    • 4.1 Format, Composition, and Characteristics of Point Cloud Data
    • 4.2 Indexing of Point Cloud Data
    • 4.3 Reading Point Cloud Data
    • 4.4 Reading Full-Waveform Data
    • 4.5 Chapter Summary
    • References
  • 5. Data Preprocessing and Feature Extraction
    • 5.1 Point Cloud Resolving
    • 5.2 Point Cloud Registration
    • 5.3 LiDAR Point Cloud Denoising
    • 5.4 Point Cloud Feature Extraction
    • 5.5 Point Cloud Classification
    • 5.6 Chapter Summary
    • References
  • 6. LiDAR Data Filtering and Digital Elevation Model Generation
    • 6.1 Introduction to LiDAR Data Filtering
    • 6.2 Introduction to Filtering Methods
    • 6.3 Accuracy Evaluation Methods
    • 6.4 Digital Elevation Model Generation
    • 6.5 Chapter Summary
    • References
  • 7. Forest Structural Attribute Extraction
    • 7.1 Stand-Level Structural Attribute Extraction
    • 7.2 Individual Tree Segmentation
    • 7.3 Wood-Leaf Separation
    • 7.4 Individual Tree- and Organ-Level Structural Attribute Extraction
    • 7.5 Structural Attributes Extracted Through the Fusion of Multiplatform LiDAR Data
    • 7.6 Chapter Summary
    • References
  • 8. Estimation of Forest Functional Attributes
    • 8.1 Canopy Cover and Closure
    • 8.2 Leaf Area Index
    • 8.3 Growing Stock and Biomass
    • 8.4 Tree Species Classification
    • 8.5 Chapter Summary
    • References
  • 9. Forest Structural and Functional Attribute Upscaling Using Spaceborne LiDAR Data
    • 9.1 Ice, Cloud, and Land Elevation Satellite and Global Ecosystem Dynamics Investigation Spaceborne LiDAR Data
    • 9.2 Ice, Cloud, and Land Elevation Satellite and Global Ecosystem Dynamics Investigation Data Processing and Parameter Extraction
    • 9.3 Ice, Cloud, and Land Elevation Satellite 2 Spaceborne LiDAR Data
    • 9.4 Upscaling Forest Attribute Estimations Using Spaceborne LiDAR Data
    • 9.5 Chapter Summary
    • References
  • 10. LiDAR-Based Three-Dimensional Radiative Transfer Models and Applications
    • 10.1 Principles of Three-Dimensional Radiative Transfer Models
    • 10.2 Voxel-Based Radiative Transfer Model
    • 10.3 Parameterizations of Three-Dimensional Radiative Transfer Models Using LiDAR
    • 10.4 Integrating Three-Dimensional Radiative Transfer Models with Other Models
    • 10.5 Chapter Summary
    • References
  • 11. Visualization and Reconstruction of Forest Ecosystems
    • 11.1 Three-Dimensional Reconstruction of Individual Trees
    • 11.2 Three-Dimensional Reconstruction of Forest Landscapes
    • 11.3 Applications of Three-Dimensional Forest Reconstruction
    • 11.4 Chapter Summary
    • References
  • 12. Forest Dynamics Monitoring
    • 12.1 Forest Growth Dynamics Monitoring
    • 12.2 Forest Fire Monitoring and Fire Severity Assessment
    • 12.3 Forest Fuel Treatment Detection
    • 12.4 Tree Mortality Analysis Under Environmental Stress
    • 12.5 Chapter Summary
    • References
  • 13. Applications of LiDAR in Biodiversity Conservation, Ecohydrology, and Ecological Process Modeling of Forest Ecosystems
    • 13.1 Forest Biodiversity Studies
    • 13.2 Forest Ecohydrology Studies
    • 13.3 Applications of LiDAR in Understanding Ecological Theories
    • 13.4 Applications of LiDAR in Forest Ecological Modeling
    • 13.5 Chapter Summary
    • References
  • 14. LiDAR Applications in Other Ecosystems
    • 14.1 Applications of LiDAR in Agricultural Ecosystems
    • 14.2 Applications of LiDAR in Grassland Ecosystems
    • 14.3 Applications of LiDAR in Urban Ecosystems
    • 14.4 Applications of LiDAR in Wetland Ecosystems
    • 14.5 Chapter Summary
    • References
  • 15. Challenges and Opportunities for LiDAR
    • 15.1 LiDAR Hardware Development
    • 15.2 From the Three-Dimensional to Multidimensional Big Data Era
    • 15.3 Prospects for LiDAR Applications in Forest Ecosystems
    • 15.4 Chapter Summary
    • References
  • Index

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