Geospatial Data Science Techniques and Applications 1st Edition by Hassan A Karimi,Bobak Karim ISBN 1138626449 978-1138626447

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Product details:

ISBN 10: 1138626449

ISBN 13: 978-1138626447 

Author: Hassan A. Karimi, Bobak Karim

Data science has recently gained much attention for a number of reasons, and among them is Big Data. Scientists (from almost all disciplines including physics, chemistry, biology, sociology, among others) and engineers (from all fields including civil, environmental, chemical, mechanical, among others) are faced with challenges posed by data volume, variety, and velocity, or Big Data. This book is designed to highlight the unique characteristics of geospatial data, demonstrate the need to different approaches and techniques for obtaining new knowledge from raw geospatial data, and pr

Table of contents: 

1. Geocoding Fundamentals and Associated Challenges

2. Deep Learning with Satellite Images and Volunteered Geographic Information

3. Visual Analysis of Floating Car Data

4. Recognizing Patterns in Geospatial Data Using Persistent Homology: A Study of Geologic Fractures

5. LiDAR for Marine Applications

6. Spatiotemporal Point Pattern Analysis Using Ripley’s K Function

7. Geospatial Data Science Approaches for Transport Demand Modeling

8. Geography of Social Media in Public Response to Policy-Based Topics

9. Geospatial Data Streams

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Tags: Hassan A Karimi, Bobak Karim, Geospatial Data, Science Techniques, and Applications