MARC details
| 000 -LEADER |
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| fixed length control field |
03250nam a2200289 a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
52721 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
0000000000 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240411195453.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
230505n s 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783319899237 |
| 245 10 - TITLE STATEMENT |
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| Title |
Big data for remote sensing |
| Medium |
[electronic resource] : |
| Remainder of title |
visualization, analysis and interpretation : digital Earth and smart Earth / |
| Statement of responsibility, etc. |
Edited by Nilanjan Dey, Chintan Bhatt, Amira S. Ashour. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cham, Switzerland : |
| Name of publisher, distributor, etc. |
Springer, |
| Date of publication, distribution, etc. |
2019. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Big data approach for managing the information from genomics, proteomics, and wireless sensing in e-Health Aerial and Satellite imagery and big data: blending old technologies with new trends Structure and Dynamics of Many-Particle Systems: Big Data Sets and Data Analysis Earth Science [Big] Data Analytics Retrieval of Urban Surface Temperature using Remote Sensing Satellite Imagery. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book thoroughly covers the remote sensing visualization and analysis techniques based on computational imaging and vision in Earth science. Remote sensing is considered a significant information source for monitoring and mapping natural and man-made land through the development of sensor resolutions that committed different Earth observation platforms. The book includes related topics for the different systems, models, and approaches used in the visualization of remote sensing images. It offers flexible and sophisticated solutions for removing uncertainty from the satellite data. It introduces real time big data analytics to derive intelligence systems in enterprise earth science applications. Furthermore, the book integrates statistical concepts with computer-based geographic information systems (GIS). It focuses on image processing techniques for observing data together with uncertainty information raised by spectral, spatial, and positional accuracy of GPS data. The book addresses several advanced improvement models to guide the engineers in developing different remote sensing visualization and analysis schemes. Highlights on the advanced improvement models of the supervised/unsupervised classification algorithms, support vector machines, artificial neural networks, fuzzy logic, decision-making algorithms, and Time Series Model and Forecasting are addressed. This book guides engineers, designers, and researchers to exploit the intrinsic design remote sensing systems. The book gathers remarkable material from an international experts' panel to guide the readers during the development of earth big data analytics and their challenges. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Big data. |
| Source of heading or term |
sears |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer science |
| General subdivision |
Mathematics. |
| Source of heading or term |
sears |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Environmental sciences. |
| Source of heading or term |
sears |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Geographic information systems. |
| Source of heading or term |
sears |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Optical data processing. |
| Source of heading or term |
sears |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Remote sensing |
| General subdivision |
Data processing. |
| Source of heading or term |
sears |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ashour, Amira, |
| Relator term |
Editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bhatt, Chintan M., |
| Relator term |
Editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dey, Nilanjan, |
| Relator term |
Editor. |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://drive.google.com/file/d/1W6GZkD0IU9cW_EZEpLJXcj3E5bp4Pfle/view?usp=sharing">https://drive.google.com/file/d/1W6GZkD0IU9cW_EZEpLJXcj3E5bp4Pfle/view?usp=sharing</a> |
