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‎README.md

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# NoisePy/SeaDAS/DASstore cross-correlation project
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# SeaDAS-Noise cross-correlation project
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## Ambient noise cross-correlation of DAS data on AWS cloud
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[![DOI](https://zenodo.org/badge/607295205.svg)](https://zenodo.org/badge/latestdoi/607295205) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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[![DOI](https://zenodo.org/badge/607295205.svg)](https://zenodo.org/badge/latestdoi/607295205) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)[![Lifecycle:Experimental](https://img.shields.io/badge/Lifecycle-Experimental-339999)](<Redirect-URL>)
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![map](./figures/seadas-aws-noisepy.png)
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## The data: SeaDAS-N
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We use a modified version of [NoisePy](https://github.com/mdenolle/NoisePy) to implement the cross-correlation operation. The package is containerized into Docker image and hosted on GitHub that can is publicly available from Cloud platform.
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## AWS Batch for massive parallelization computing
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* Remember to set environment variable `JOB_ARRAY_SIZE` with the number of array size submitted to the Batch.
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* Set environment variable `JOB_ARRAY_SIZE` with the number of array size submitted to the Batch.
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```
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["python", "src/S1_preprocess_correlate.py"]
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```
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* Set `JOB_VERBOSE_FLAG` as `True` to print more logs.
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* Export `JOB_VERBOSE_FLAG` as `True` to print more logs.
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## Results
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Current results include the hourly Cross-correlation Functions (CCF) of all channel pairs, for the one month data. Figure below shows a daily stacking of the correlation function using channel 500 as the virtual source.

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