THREE-DIMENSIONAL PERSPECTIVE MAP OF TAIWAN USING GMT AND PYGMT
We learn how to make the three-dimensional map using both GMT and PyGMT
Utpal Kumar's Blog
Research Data Analysis Web Computing Github Page
"Most people, if you describe a train of events to them, will tell you what the result would be. There are few people, however, who, if you told them a result, would be able to evolve from their own inner consciousness what the steps were which led up to that result. This power is what I mean when I talk of reasoning backwards."
Recent posts
WAVELET ANALYSIS APPLIED TO THE REAL DATASET IN A QUICK AND EASY WAY
An introduction to the wavelet analysis for a real geophysical data set. I compared the analysis to the Fourier analysis. Codes included!
HIGH-QUALITY MAPS USING THE MODERN INTERFACE TO THE GENERIC MAPPING TOOLS
GMT or generic mapping tools have become synonymous with plotting maps in Earth, Ocean, and Planetary sciences. It can be used for processing data, generatin...
THE RIGHT WAY TO LOOP IN PYTHON
What is the fastest and most efficient way to loop in Python. We found that the numpy is fastest and python builtins are the most memory efficient.
GENETIC ALGORITHM: A HIGHLY ROBUST INVERSION SCHEME FOR GEOPHYSICAL APPLICATIONS
An introduction to the basics of genetic algorithm along with a simple numerical example and solution of an earthquake location problem
EASILY INTEGRATE CUSTOM FUNCTIONS IN MATLAB WITH PYTHON
How can we use the MATLAB functions in Python? MATLAB implementation are usually reliable as it is developed by the professionals. But the advantages of usin...
THE EASY WAY TO COMPUTE AND VISUALIZE THE TIME & FREQUENCY CORRELATION
In geophysics, it is important to understand and identify the complex and unknown relationships between two time-series. Cross-correlation is an established ...
MONTE CARLO METHODS AND EARTHQUAKE LOCATION PROBLEM
The common geophysical problems most often have multimodal objective function with many possible minima. In this post, we will look into the Monte Carlo meth...
PLOTTING A RECORD SECTION USING OBSPY
Quickly plot record section of a stream using Obspy. I will introduce you how to make a stream from a set of SAC data, plot the record section and store it a...
WRITING AND FORMATTING A SCIENTIFIC MANUSCRIPT IN MICROSOFT WORD
If you are ready to use the Microsoft Word as your favourite tool for writing your awesome scientific thoughts and ideas into a manuscript, then I would like...
A SIMPLE SYSTEM MONITOR APP IN PYTHON
A simple Python app for system CPU and RAM usage monitoring in real time. The app is build mainly using the PyQt5, pyqtgraph and psutil.
BUILD A FLASK WEB APPLICATION: SEA LEVEL RISE MONITORING
This post gives a quick introduction on how to build a web application using Flask and deploy on Heroku server. Then, I share my codes for building advanced ...
INTRODUCTION TO NUMPY FOR SCIENTIFIC COMPUTING
This tutorial gives a brief description of scientific computing using numpy by introducing arrays, methods, attributes, random numbers, indexing, broadcastin...
A QUICK LOOK INTO THE SKTIME FOR TIME-SERIES FORECASTING
I used the sktime library to forecast the airline data using NaiveForecaster, KNeighborsRegressor, Statistical forecasters, and auto ARIMA model.
THREE-DIMENSIONAL PERSPECTIVE MAP OF TAIWAN USING GMT AND PYGMT
We learn how to make the three-dimensional map using both GMT and PyGMT
WAVELET ANALYSIS APPLIED TO THE REAL DATASET IN A QUICK AND EASY WAY
An introduction to the wavelet analysis for a real geophysical data set. I compared the analysis to the Fourier analysis. Codes included!
HIGH-QUALITY MAPS USING THE MODERN INTERFACE TO THE GENERIC MAPPING TOOLS
GMT or generic mapping tools have become synonymous with plotting maps in Earth, Ocean, and Planetary sciences. It can be used for processing data, generatin...
THE RIGHT WAY TO LOOP IN PYTHON
What is the fastest and most efficient way to loop in Python. We found that the numpy is fastest and python builtins are the most memory efficient.
GENETIC ALGORITHM: A HIGHLY ROBUST INVERSION SCHEME FOR GEOPHYSICAL APPLICATIONS
An introduction to the basics of genetic algorithm along with a simple numerical example and solution of an earthquake location problem
EASILY INTEGRATE CUSTOM FUNCTIONS IN MATLAB WITH PYTHON
How can we use the MATLAB functions in Python? MATLAB implementation are usually reliable as it is developed by the professionals. But the advantages of usin...
THE EASY WAY TO COMPUTE AND VISUALIZE THE TIME & FREQUENCY CORRELATION
In geophysics, it is important to understand and identify the complex and unknown relationships between two time-series. Cross-correlation is an established ...
MONTE CARLO METHODS AND EARTHQUAKE LOCATION PROBLEM
The common geophysical problems most often have multimodal objective function with many possible minima. In this post, we will look into the Monte Carlo meth...
PLOTTING A RECORD SECTION USING OBSPY
Quickly plot record section of a stream using Obspy. I will introduce you how to make a stream from a set of SAC data, plot the record section and store it a...
WRITING AND FORMATTING A SCIENTIFIC MANUSCRIPT IN MICROSOFT WORD
If you are ready to use the Microsoft Word as your favourite tool for writing your awesome scientific thoughts and ideas into a manuscript, then I would like...
A SIMPLE SYSTEM MONITOR APP IN PYTHON
A simple Python app for system CPU and RAM usage monitoring in real time. The app is build mainly using the PyQt5, pyqtgraph and psutil.
BUILD A FLASK WEB APPLICATION: SEA LEVEL RISE MONITORING
This post gives a quick introduction on how to build a web application using Flask and deploy on Heroku server. Then, I share my codes for building advanced ...