| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Remote sensing big data/ by Liping Di, Eugene Yu. |
| Author: |
Di, Liping. |
| other author: |
Yu, Eugene. |
| Published: |
Cham :Springer International Publishing : : 2023., |
| Description: |
xi, 295 p. :ill. (chiefly color), digital ;24 cm. |
| [NT 15003449]: |
Chapter 1: Introduction -- Chapter 2: Remote Sensing -- Chapter 3: Special Features of Remote Sensing Big Data -- Chapter 4: Remote Sensing Big Data Collection Challenges and Cyberinfrastructure and Sensor Web Solutions -- Chapter 5: Remote Sensing Big Data Computing -- Chapter 6: Remote Sensing Big Data Management -- Chapter 7: Standards for Big Data Management -- Chapter 8: Implementation Examples of Big Data Management Systems for Remote Sensing -- Chapter 9: Big Data Analytics for Remote Sensing-Concepts and standards -- Chapter 10: Big Data Analytic Platforms -- Chapter 11: Algorithmic Design Considerations of Big Data Analytics -- Chapter 12: Machine learning and data mining algorithms for geospatial big data -- Chapter 13: Modeling, prediction, and decision making based on remote sensing big data -- Chapter 14: Examples of remote sensing applications of big data analytics-fusion of diverse earth observation data -- Chapter 15: Examples of remote sensing applications of big data analytics-agricultural drought monitoring and forecasting -- Chapter 16: Examples of remote sensing applications of big data analytics-land cover time series creation -- Chapter 17: Geospatial big data initiatives in the world -- Chapter 18: Challenges and opportunities in remote sensing big data. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Remote sensing - Data processing. - |
| Online resource: |
https://doi.org/10.1007/978-3-031-33932-5 |
| ISBN: |
9783031339325 |