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AlexeyPechnikov committed Feb 9, 2024
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[![Available on pypi](https://img.shields.io/pypi/v/pygmtsar.svg)](https://pypi.python.org/pypi/pygmtsar/)
[![Docker](https://badgen.net/badge/icon/docker?icon=docker&label)](https://hub.docker.com/r/mobigroup/pygmtsar)
[![DOI](https://zenodo.org/badge/398018212.svg)](https://zenodo.org/badge/latestdoi/398018212)
[![Support on Patreon](https://img.shields.io/badge/Patreon-Support-orange.svg)](https://www.patreon.com/pechnikov)
[![ChatGPT Assistant](https://img.shields.io/badge/ChatGPT-Assistant-green?logo=openai)](https://insar.dev/ai)

## PyGMTSAR (Python InSAR): Powerful and Accessible Satellite Interferometry

PyGMTSAR (Python InSAR) is designed to meet the needs of both occasional users and experts in Sentinel-1 Satellite Interferometry. It offers a wide range of features, including SBAS, PSI, PSI-SBAS, and more. In addition to the examples provided below, I also share Jupyter notebook examples on [Patreon](https://www.patreon.com/pechnikov) and provide updates on its progress through my [LinkedIn profile](https://www.linkedin.com/in/alexey-pechnikov/).

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/3a7d8fda-a3e1-4282-b5ae-2b1c362b891d" width="40%" />
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/3a7d8fda-a3e1-4282-b5ae-2b1c362b891d" width="40%" />

## About PyGMTSAR

Expand All @@ -24,34 +25,34 @@ All steps in these notebooks are automated. This includes the software installat

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1TARVTB7z8goZyEVDRWyTAKJpyuqZxzW2?usp=sharing) CENTRAL Türkiye Mw 7.8 & 7.5 Earthquakes Co-Seismic Interferogram, 2023.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/cce39fa5-0115-467e-836d-8361a37da935" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/47543745-e7b1-41cb-b9f3-6f73cb1f9fb3" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/cce39fa5-0115-467e-836d-8361a37da935" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/47543745-e7b1-41cb-b9f3-6f73cb1f9fb3" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1ET8Fv4Q4flV-WL2T4H-62dM3UpC7WKqT?usp=sharing) Philipphine earthquake M7.6 Co-Seismic Interferogram, 2023.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/7ca38adf-5312-4398-b936-0c8de71b8b92" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/5a9352e1-f0d7-466d-b817-7c7e7c298e96" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/7ca38adf-5312-4398-b936-0c8de71b8b92" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/5a9352e1-f0d7-466d-b817-7c7e7c298e96" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1dDFG8BoF4WfB6tOF5sAi5mjdBKRbhxHo?usp=sharing) Pico do Fogo Volcano Eruption on Cape Verde's Fogo Island, 2014.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/d2eda089-0730-4699-82db-9410712d55ff" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/694d9670-36c9-4e56-bfb8-056e0d038d58" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/d2eda089-0730-4699-82db-9410712d55ff" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/694d9670-36c9-4e56-bfb8-056e0d038d58" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1d9RcqBmWIKQDEwJYo8Dh6M4tMjJtvseC?usp=sharing) La Cumbre Volcano Eruption Interferogram, 2020.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/93cc9c5c-a654-4cc6-a310-2f3337c95ce2" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/fe085c2b-5bd5-4385-a1fe-04144568e1cb" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/93cc9c5c-a654-4cc6-a310-2f3337c95ce2" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/fe085c2b-5bd5-4385-a1fe-04144568e1cb" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1shNGvUlUiXeyV7IcTmDbWaEM6XrB0014?usp=sharing) Iran–Iraq Earthquake Co-Seismic Interferogram, 2017.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/7357a56a-d69f-451b-91ab-367cbf2af410" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/bcd807f9-5d48-4bb4-ac13-803305f3b6da" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/7357a56a-d69f-451b-91ab-367cbf2af410" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/bcd807f9-5d48-4bb4-ac13-803305f3b6da" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1h4XxJZwFfm7EC8NUzl34cCkOVUG2uJr4?usp=sharing) Imperial Valley SBAS analysis, 2015.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/bbe0f043-af09-4724-9e50-5549d3f24adc" width="50%"><img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/cd1d8c33-3488-41af-aece-985b4d4202ae" width="50%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/bbe0f043-af09-4724-9e50-5549d3f24adc" width="50%"><img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/cd1d8c33-3488-41af-aece-985b4d4202ae" width="50%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1aqAr9KWKzGx9XpVie1M000C3vUxzNDxu?usp=sharing) Flooding [Correlation] Map: Kalkarindji, NT Australia, 2024.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/9651ce67-9a3b-404a-b966-25f80982b013" width="100%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/9651ce67-9a3b-404a-b966-25f80982b013" width="100%">

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1ipiQGbvUF8duzjZER8v-_R48DSpSmgvQ?usp=sharing) PyGMTSAR SBAS and PSI Analyses: Golden Valley, CA.
<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/8b416787-4b81-44f8-8956-3a5d596af51b" width="100%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/8b416787-4b81-44f8-8956-3a5d596af51b" width="100%">

## PyGMTSAR Live Examples on Google Colab Pro

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## Announcements

**E-Book Release: 'PyGMTSAR: Sentinel-1 Python InSAR: An Introduction'**
The e-book is now available for the stable PyGMTSAR release across various platforms, including [Amazon, Apple, Kobo, and many other bookstores](https://books2read.com/b/PyGMTSAR-introduction). For a glimpse of the content, check out the [PyGMTSAR Introduction Preview](https://github.com/AlexeyPechnikov/gmtsar/blob/pygmtsar2/book/PyGMTSAR_preview.pdf) in the GitHub repository.
The e-book is now available for the stable PyGMTSAR release across various platforms, including [Amazon, Apple, Kobo, and many other bookstores](https://books2read.com/b/PyGMTSAR-introduction). For a glimpse of the content, check out the [PyGMTSAR Introduction Preview](https://github.com/AlexeyPechnikov/pygmtsar/blob/pygmtsar2/book/PyGMTSAR_preview.pdf) in the GitHub repository.

<img src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/93859fc8-f867-41d0-a03a-0fd89d854e82" width="40%">
<img src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/93859fc8-f867-41d0-a03a-0fd89d854e82" width="40%">

**Educational Resources: Video Lessons and Notebooks**
Find PyGMTSAR (Python InSAR) video lessons and educational notebooks on [Patreon](https://www.patreon.com/collection/12458) and [YouTube](https://www.youtube.com/channel/UCSEeXKAn9f_bDiTjT6l87Lg).

**PyGMTSAR AI Assistant**
The [PyGMTSAR AI Assistant](https://chat.openai.com/g/g-rHoTFLwK7-pygmtsar-python-insar-assistant), powered by OpenAI GPT-4, is knowledgeable in InSAR processing using PyGMTSAR. It can assist in understanding the theory, finding and explaining InSAR examples, creating an InSAR processing pipeline, and troubleshooting issues in your processing.
The [PyGMTSAR AI Assistant](https://insar.dev/ai), powered by OpenAI GPT-4, is knowledgeable in InSAR processing using PyGMTSAR. It can assist in understanding the theory, finding and explaining InSAR examples, creating an InSAR processing pipeline, and troubleshooting issues in your processing.

<img width="40%" alt="PyGMTSAR AI Assistant" src="https://github.com/AlexeyPechnikov/gmtsar/assets/7342379/f1b7780d-9a93-4277-b9c3-9e54d9ff3d8b">
<img width="40%" alt="PyGMTSAR AI Assistant" src="https://github.com/AlexeyPechnikov/pygmtsar/assets/7342379/f1b7780d-9a93-4277-b9c3-9e54d9ff3d8b">

The assistant can answer many of your questions, such as:

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## PyGMTSAR Previous Version

The 2023 releases of PyGMTSAR are still available on GitHub, PyPI, DockerHub, and Google Colab. For more information and access to these releases, visit the project's home page at the [PyGMTSAR 2023 GitHub Repository](https://github.com/AlexeyPechnikov/gmtsar/tree/pygmtsar). Included is a collection of examples that facilitate the comparison of PyGMTSAR's InSAR processing capabilities with those of other InSAR software.
The 2023 releases of PyGMTSAR are still available on GitHub, PyPI, DockerHub, and Google Colab. For more information and access to these releases, visit the project's home page at the [PyGMTSAR 2023 GitHub Repository](https://github.com/AlexeyPechnikov/pygmtsar/tree/pygmtsar). Included is a collection of examples that facilitate the comparison of PyGMTSAR's InSAR processing capabilities with those of other InSAR software.

@ Alexey Pechnikov, 2024

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