Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA

Bhattacharya, Shuvajit; Carr, Timothy R.; Pal, Mahesh

doi:10.1016/j.jngse.2016.04.055

Title: Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA

Full Record
Other Related Research

Authors:

; Carr, Timothy R.; Pal, Mahesh

Publication Date:: Fri Jul 01 00:00:00 EDT 2016

Sponsoring Org.:: USDOE

OSTI Identifier:: 1406138

Grant/Contract Number:: FE0014297

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Journal of Natural Gas Science and Engineering

Additional Journal Information:: Journal Name: Journal of Natural Gas Science and Engineering Journal Volume: 33 Journal Issue: C; Journal ID: ISSN 1875-5100

Publisher:: Elsevier

Country of Publication:: Netherlands

Language:: English

Citation Formats


                    Bhattacharya, Shuvajit, Carr, Timothy R., and Pal, Mahesh. Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA.  Netherlands: N. p., 2016. 
Web.  doi:10.1016/j.jngse.2016.04.055.

Copy to clipboard


                    Bhattacharya, Shuvajit, Carr, Timothy R., & Pal, Mahesh. Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA.  Netherlands.  https://doi.org/10.1016/j.jngse.2016.04.055

Copy to clipboard


                    Bhattacharya, Shuvajit, Carr, Timothy R., and Pal, Mahesh. Fri .  
"Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA".  Netherlands.  https://doi.org/10.1016/j.jngse.2016.04.055.

Copy to clipboard


                    
@article{osti_1406138,

  title        = {Comparison of supervised and unsupervised approaches for mudstone lithofacies classification: Case studies from the Bakken and Mahantango-Marcellus Shale, USA},

  author       = {Bhattacharya, Shuvajit and Carr, Timothy R. and Pal, Mahesh},

  abstractNote = {},

  doi          = {10.1016/j.jngse.2016.04.055},

  journal      = {Journal of Natural Gas Science and Engineering},

  number       = C,

  volume       = 33,

  place        = {Netherlands},

  year         = {Fri Jul 01 00:00:00 EDT 2016},

  month        = {Fri Jul 01 00:00:00 EDT 2016}

}

Copy to clipboard

Journal Article:

Free Publicly Available Full Text

Accepted Manuscript (Publisher)

Publisher's Version of Record
https://doi.org/10.1016/j.jngse.2016.04.055

Other availability

Search WorldCat to find libraries that may hold this journal

Citation Metrics:

Cited by: 61 works

Citation information provided by
Web of Science

Save / Share:

Export Metadata

Save to My Library

Similar Records in DOE PAGES and OSTI.GOV collections:

Multi-Scale Lithofacies and Chemostratigraphic Analysis of Two Middle Devonian Marcellus Shale Wells in Northern West Virginia, USA

Conference Paronish, Thomas ; Toth, Randy ; Carr, Timothy ; ... - Unconventional Resources Technology Conference (URTeC) 2020

The Marcellus Shale Energy and Environmental Laboratory (MSEEL) consists of two project areas within the dry gas producing region of the Marcellus shale play in Monongalia County, West Virginia. MSEEL is a collaborative field project led by West Virginia University, with Northeast Natural Energy LLC, several industrial partners, and sponsored by the US Department of Energy National Energy Technology Laboratory. The study areas are drilled approximately 8.5 miles apart to better understand the vertical and lateral changes in stratigraphy over a short distance. Two vertical pilot wells, MIP-3H and Boggess 17H were drilled in the fall of 2015 and springmore »« less
https://doi.org/10.15530/urtec-2020-2763

Full Text Available
The pore structural evolution of the Marcellus and Mahantango shales, Appalachian Basin

Journal Article Song, Liaosha ; Carr, Timothy R. - Marine and Petroleum Geology

Not provided.
https://doi.org/10.1016/j.marpetgeo.2020.104226
The pore structural evolution of the Marcellus and Mahantango shales, Appalachian Basin

Journal Article Song, Liaosha ; Carr, Timothy R. - Marine and Petroleum Geology
Cited by 28
https://doi.org/10.1016/j.marpetgeo.2020.104226
Comparative study of microfacies variation in two samples from the Chittenango member, Marcellus shale subgroup, western New York state, USA

Journal Article Balulla, Shama ; Padmanabhan, E., E-mail: eswaran-padmanabhan@petronas.com.my ; Over, Jeffrey - AIP Conference Proceedings

This study demonstrates the significant lithologic variations that occur within the two shale samples from the Chittenango member of the Marcellus shale formation from western New York State in terms of mineralogical composition, type of lamination, pyrite occurrences and fossil content using thin section detailed description and field emission Scanning electron microscope (FESEM) with energy dispersive X-Ray Spectrum (EDX). This study is classified samples as laminated clayshale and fossiliferous carbonaceous shale. The most important detrital constituents of these shales are the clay mineral illite and chlorite, quartz, organic matter, carbonate mineral, and pyrite. The laminated clayshale has a lower amountmore »« less
https://doi.org/10.1063/1.4919176
Lithofacies analysis of two Marcellus wells using core and log data in Northern West Virginia, USA

Conference Paronish, Thomas J ; Crandall, Dustin M ; Moore, Johnathan E ; ...

Presented by NETL at Eastern Section AAPG Meeting, 10/19
Full Text Available

Similar Records