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Earth Observation Using Python: A Practical Programming Guide (Special Publications) - Hardcover

Book 1 of 16: Special Publications

Esmaili, Rebekah B.

 
9781119606888: Earth Observation Using Python: A Practical Programming Guide (Special Publications)
Hardcover
ISBN 10: 1119606888 ISBN 13: 9781119606888
Publisher: American Geophysical Union, 2021

Synopsis

Learn basic Python programming to create functional and effective visualizations from earth observation satellite data sets

Thousands of satellite datasets are freely available online, but scientists need the right tools to efficiently analyze data and share results. Python has easy-to-learn syntax and thousands of libraries to perform common Earth science programming tasks.

Earth Observation Using Python: A Practical Programming Guide presents an example-driven collection of basic methods, applications, and visualizations to process satellite data sets for Earth science research.

  • Gain Python fluency using real data and case studies
  • Read and write common scientific data formats, like netCDF, HDF, and GRIB2
  • Create 3-dimensional maps of dust, fire, vegetation indices and more
  • Learn to adjust satellite imagery resolution, apply quality control, and handle big files
  • Develop useful workflows and learn to share code using version control
  • Acquire skills using online interactive code available for all examples in the book

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

Find out more about this book from this Q&A with the Author 

"synopsis" may belong to another edition of this title.

About the Author

Rebekah Bradley Esmaili, Atmospheric Scientist, Science and Technology Corp. (STC) and NOAA/JPSS, University of Maryland, USA.

From the Back Cover

Earth Observation Using Python

A Practical Programming Guide

Thousands of satellite datasets are freely available online, but scientists need the right tools to efficiently analyze data and share results. Python has easy-to-learn syntax and thousands of libraries to perform common Earth science programming tasks.

Earth Observation Using Python: A Practical Programming Guide presents an example-driven collection of basic methods, applications, and visualizations to process satellite data sets for Earth science research.

Volume highlights Include:

  • Gain Python fluency using real data and case studies
  • Read and write common scientific data formats, such as netCDF, HDF, and GRIB2
  • Create 3-dimensional maps of dust, fire, vegetation indices and more
  • Learn to adjust satellite imagery resolution, apply quality control, and handle big files
  • Develop useful workflows and learn to share code using version control
  • Acquire skills using online interactive code available for all examples in the book

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

"About this title" may belong to another edition of this title.

Publisher
American Geophysical Union
Publication date
2021
Language
English
ISBN 10 
1119606888
ISBN 13 
9781119606888
Binding
Hardcover
Edition number
1
Number of pages
304