## How to plot the earthquake data on a topographic map

Read the earthquake data from a csv file and overlay on a topographic map using PyGMT.

How to link Unsplash images directly to your jekyll blog

How can you link unsplash images directly to your blog without hosting it loc...

How to extract station data from the web page

Uses pandas to read the html page and extract the html data into pandas dataf...

- Get Started
- Learn Git/Github for team collaboration
- Install Python via Anaconda
- Install Python IDE (Jupyter Notebook, Visual Studio Code)
- Python variables and data types
- Install and use Python packages
- Get familiar with
**Numpy**for data manipulations - Get familiar with
**Matplotlib**for plotting arrays - Get familiar with
**Pandas**to analyze tabular data

- Get familiar with text file formats
- Use basic Markdown syntax to format text in Jupyter Notebook files
- Get familiar with text file formats - CSV, .txt, YAML
- Read/Write data from text files using Python
- Read/Write data from text files using Pandas
- Deal with missing data in Pandas

- Spatial Data Analysis
- Read multi-layered raster data (.tif / .hdf / .nc) in Python
- Read vector data (shapefiles) using geopandas
- GIS in Python

- Time-series Analysis using Pandas
- Read time-series data
- Work with
`Datetime`

formats - Resample time series
- Filtering/smoothing time-series with Pandas
- Plot time series

- How to plot topographic high-resolution geospatial maps

Read the earthquake data from a csv file and overlay on a topographic map using PyGMT.

In this post, we will see how can we retrive the available seismic waveforms information for a given network, station, channel and client in a given period o...

The Newton–Raphson method (commonly known as Newton’s method) is developed for finding roots of a given function or polynomial iteratively. We show two examp...

Is the signal denoising using a wavelet effective? We will implement the wavelet-based signal denoising using the MATLAB

We see how to download seismic waveforms, convert them into mat format from mini-seed and then perform denoising using wavelet analysis. We first performed w...

Follow the instructions to make your python script executable from anywhere in Linux system.

Paramiko module can be used in Python to securely send data from the local client to the remote server. It is analogous to the SSH and SCP in Linux.

We will learn the basic concepts of wavelet tranform and multi-resolution analysis starting from the Fourier Transform, and Gabor Transform.

Empirical Orthogonal Functions analysis decomposes the continuous space-time field into a set of orthogonal spatial patterns along with a set of associated u...

I concatenate the daily seismic traces for 15 days into one miniseed file for further analysis. Then I obtained the spectrogram of the 15 days seismic data. ...

Read the seismic traces from the miniseed files and compute the cross-correlation and spectrogram

We will learn the basics of Fourier analysis and implement it to remove noise from the synthetic and real signals

How can you link unsplash images directly to your blog without hosting it locally.

Uses pandas to read the html page and extract the html data into pandas dataframe

Read the earthquake data from a csv file and overlay on a topographic map using PyGMT.

In this post, we will see how can we retrive the available seismic waveforms information for a given network, station, channel and client in a given period o...

The Newton–Raphson method (commonly known as Newton’s method) is developed for finding roots of a given function or polynomial iteratively. We show two examp...

Is the signal denoising using a wavelet effective? We will implement the wavelet-based signal denoising using the MATLAB

We see how to download seismic waveforms, convert them into mat format from mini-seed and then perform denoising using wavelet analysis. We first performed w...

Follow the instructions to make your python script executable from anywhere in Linux system.

Paramiko module can be used in Python to securely send data from the local client to the remote server. It is analogous to the SSH and SCP in Linux.

We will learn the basic concepts of wavelet tranform and multi-resolution analysis starting from the Fourier Transform, and Gabor Transform.

Empirical Orthogonal Functions analysis decomposes the continuous space-time field into a set of orthogonal spatial patterns along with a set of associated u...

I concatenate the daily seismic traces for 15 days into one miniseed file for further analysis. Then I obtained the spectrogram of the 15 days seismic data. ...

Read the seismic traces from the miniseed files and compute the cross-correlation and spectrogram

We will learn the basics of Fourier analysis and implement it to remove noise from the synthetic and real signals