Code Monkey home page Code Monkey logo

subgrider's Introduction

subgrider

Manipulations and statistics of grids in the GSLIB format


subgrider is a tool to perform some simple manipulations, data extraction, and computation of some statistics, of data structured in the Geo-EAS format (a.k.a. GSLIB format). This is a regular grid in 3-D.

It was developed during the work for my MS thesis, entitled Applying Spatial Bootstrap and Bayesian Update in uncertainty assessment at oil reservoir appraisal stages (original title is in Portuguese), defended in Instituto Superior Técnico, December 2010, Lisbon, Portugal. The corresponding extended abstract (in English) is available in arXiv: arXiv:1702.04450. It had some further development in the following year, while I was working with integration of coarse and fine data (BGeost - Liu and Journel, 2009).

After all this time, I finally make it available here, mainly for educational purposes (maybe just for myself). The code is obviously poorly mainted, it only includes a simple text interface, which is in Portuguese, as well as the few comments in the code (eventually I may translate it to English). I cannot be held liable for any of its use or consequences of its use. It is released under GPLv3. I was not using git at the time, but I tried to to recreate some of the development history, including the binaries generated at that time.

I am happy to receive and reply to any issue on it.

Features

  • Extract data

    • Vertical line, given coordinates (x, y)
    • Multiple vertical lines, given file with coordinates (x, y)
    • Subgrid, given a cuboid volume within the initial grid (subgrider!)
  • Data manipulation

    • Create a mask (0 or 1)
    • Bend and unbend, given a map with the shifts
    • Upscale (create coarse data (blocks) in BGeost format)
    • Convert BGeost format to GSLIB point set
  • Sampling

    • Random sampling of vertical line, given file with coordinates (x, y)
  • Statistics

    • Mean and variance of simulated maps
      • Input - several grids with the same dimensions
      • Output - one grid with the same dimension which values are the mean or variance
  • Bayesian update

    • Percentile
    • Quantile
    • Likelihood

subgrider's People

Contributors

iled avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.