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Integrated Applications of Geo-Information in Environmental Monitoring
Weicheng Wu (editor) and Yalan Liu (editor)
2022
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This book focuses on fundamental and applied research on geo-information technology, notably optical and radar remote sensing and algorithm improvements, and their applications in environmental monitoring. This Special Issue presents ten high-quality research papers covering up-to-date research in land cover change and desertification analyses, geo-disaster risk and damage evaluation, mining area restoration assessments, the improvement and development of algorithms, and coastal environmental monitoring and object targeting. The purpose of this Special Issue is to promote exchanges, communications and share the research outcomes of scientists worldwide and to bridge the gap between scientific research and its applications for advancing and improving society.
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Keywords
- aeolian process
- block vector data
- building extraction
- change detection
- Classification
- coastline
- Convolution Neural Network (CNN)
- damage
- damaged groups of buildings
- deep learning
- désertification
- double constraints
- earthquake
- effectiveness of management
- Environmental factors
- environmental pollution
- Gaofen-1 satellite
- generalized difference vegetation index (GDVI)
- geo-hazard mapping
- GF-6 WFV
- high-resolution image
- high-resolution remote sensing images
- improved anchor-free instance segmentation
- interferometric SAR
- land cover
- land use/land cover (LULC)
- Landsat
- logistic regression
- mining and restoration assessment indicators (MRAIs)
- morphological changes
- multi-sensor fusion
- multiple linear regression
- multiple scattering
- mussel farming
- n/a
- object-oriented
- Open source software
- planet scope
- post-classification differencing
- REE mines
- Reference, information & interdisciplinary subjects
- remote sensing images
- Research & information: general
- Sea Surface
- shoreline change
- susceptibility
- Synthetic Aperture Radar (SAR)
- target
- thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
- time trajectory
- Time-series analysis
- transitional water management
Links
DOI: 10.3390/books978-3-0365-5756-4Editions