Python InSAR Series
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Currently unavailable
Currently unavailable
About this series
The "PyGMTSAR: Sentinel-1 Python InSAR" book series serves as your gateway to mastering the innovative world of Sentinel-1 satellite interferometry using the open-source Python InSAR library, PyGMTSAR. Authored by the developer himself, these books act as hands-on guides for working with PyGMTSAR, whether through Jupyter notebooks or console Python scripts.
The book "PyGMTSAR: Sentinel-1 Python InSAR. An Introduction" employs Google Colab, a free-to-use cloud service, as an ideal platform for beginners. Readers can explore the applications of PyGMTSAR, from seismic activity tracking to infrastructure health assessment, through a series of interactive notebooks. Each notebook comes complete with adaptable instructions to facilitate personalized learning.
The guide also introduces Docker Desktop, an advanced open-source platform for containerization. The PyGMTSAR Docker image sets up a workspace similar to a traditional one, enabling more intense computations on your local computer and on cloud hosts. All the Google Colab examples are available.
This tutorial sheds light on the principles of lazy and delayed computations. It explains how Dask, an advanced task scheduler, intelligently partitions and schedules tasks. These insights enhance your ability to handle Big Data processing with PyGMTSAR efficiently, whether on your local machine or cloud-based systems.
Whether you're a student, a researcher, or an industry professional with an interest in remote sensing and earth observation, the "PyGMTSAR: Sentinel-1 Python InSAR. An Introduction" book equips you with the necessary skills and knowledge to navigate Python-based satellite interferometry.
Titles in the series (1)
- PyGMTSAR: Sentinel-1 Python InSAR. An Introduction: Python InSAR, #1
1
The "PyGMTSAR: Sentinel-1 Python InSAR" book series serves as your gateway to mastering the innovative world of Sentinel-1 satellite interferometry using the open-source Python InSAR library, PyGMTSAR. Authored by the developer himself, these books act as hands-on guides for working with PyGMTSAR, whether through Jupyter notebooks or console Python scripts. The book "PyGMTSAR: Sentinel-1 Python InSAR. An Introduction" employs Google Colab, a free-to-use cloud service, as an ideal platform for beginners. Readers can explore the applications of PyGMTSAR, from seismic activity tracking to infrastructure health assessment, through a series of interactive notebooks. Each notebook comes complete with adaptable instructions to facilitate personalized learning. The guide also introduces Docker Desktop, an advanced open-source platform for containerization. The PyGMTSAR Docker image sets up a workspace similar to a traditional one, enabling more intense computations on your local computer and on cloud hosts. All the Google Colab examples are available. This tutorial sheds light on the principles of lazy and delayed computations. It explains how Dask, an advanced task scheduler, intelligently partitions and schedules tasks. These insights enhance your ability to handle Big Data processing with PyGMTSAR efficiently, whether on your local machine or cloud-based systems. Whether you're a student, a researcher, or an industry professional with an interest in remote sensing and earth observation, the "PyGMTSAR: Sentinel-1 Python InSAR. An Introduction" book equips you with the necessary skills and knowledge to navigate Python-based satellite interferometry.
Alexey Pechnikov
My name is Aleksei (Alexey) Pechnikov, a data scientist and software engineer with a Master's degree in Radio Physics and Electronics. I have specialized in forward and inverse modeling for non-linear optics, interferometry, and holography. My work in these areas earned me the first prize in the All-Russian Physics competition in 2004. With over 20 years of experience, I have engaged in various projects for government agencies, universities, and multinational corporations like LG Corp and Google Inc. I also have teaching experience at the university level, including postgraduate students. For many years now, I have been living in Thailand with my family, enjoying the country while pursuing my professional endeavors. I publish articles and posts on LinkedIn, Medium, and Patreon. These platforms allow me to connect with readers and fellow professionals for discussions on concepts, findings, and collaboration opportunities. For over 9 years, I have been successfully completing projects on Upwork, a renowned freelance platform, working on a variety of challenging scientific and industrial projects. I have also provided long-term support for some of them. My work is characterized by its complexity, efficiency, excellent communication, and effective time management. Happy reading!
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