Geo-Environmental Hazards using AI-enabled Geospatial Techniques and Earth Observation Systems
This edited collection provides a comprehensive exploration of cutting-edge ideas, approaches, simulations, evaluations of risk, and systems that enhance the practicality of current geospatial technologies for reducing hazard risks. The various sections within this book delve into subjects such as t...
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| Соавтор: | |
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| Другие авторы: | , , , , |
| Формат: | Электронный ресурс eКнига |
| Язык: | английский |
| Опубликовано: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
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| Редактирование: | 1st ed. 2024. |
| Серии: | Advances in Geographic Information Science,
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| Предметы: | |
| Online-ссылка: | https://doi.org/10.1007/978-3-031-53763-9 |
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Оглавление:
- Chapter 1 An Introduction to Artificial Intelligence and its Applications towards Remote sensing
- Chapter 2 GIS and remote sensing application for vegetation mapping
- Chapter 3 Evaluation of Spatio-temporal Trend of Tropical Cyclones (TCs) in Bay of Bengal Basin, India
- Chapter 4 Application of geospatial technologies and AHP technique in the identification of soil erosion-prone zones in the Rift Valley, Southern Ethiopia
- Chapter 5 Shoreline changes along Bhitarkanika Sanctuary, North Odisha coast, India
- Chapter 6 One-dimensional shoreline evolution modeling at sea turtle nesting ground near Rushikulya estuary, Southern Odisha coast, India
- Chapter 7 Analysis of sea surface temperature and Chlorophyll-a concentration along the coastline of the Indian peninsula using remote sensing data
- Chapter 8 Landslide Susceptibility Mapping through Hyperparameter Optimized Bagging and Boosting Ensembles
- Chapter 9 Flash Floods Assessment in Hill Region
- Chapter 10 Mapping Flood Hazard in Marinduque, Philippines using Maximum Entropy Approach
- Chapter 11 GIS mapping and Groundwater Quality Assessment near solid waste dump site
- Chapter 12 Assessment of Groundwater Potential using an Integrated approach of GIS, Fuzzy AHP and Remote Sensing: A case study of Madurai City in India
- Chapter 13 Developing Sustainable Livelihood Index for the Coastal Belt of Indian Sunderbans
- Chapter 14 A Geo-Spatial approach for the development of sustainable watershed management
- Chapter 15 An Efficient Image Compression Algorithm using Neural Networks
- Chapter 16 Computer Vision based Autonomous Underwater Vehicle with Robotic Arm for Garbage Detection and Cleaning
- Chapter 17 Visual Media Super-Resolution Using Super Resolution Generative Adversarial Networks.