Predicting multiphase flow and tracer transport for an underground chemical explosive test

John P. Ortiz, Dolan D. Lucero, Esteban Rougier, Earl E. Knight, S. Michelle Bourret, Bradley G. Fritz, Miles A. Bodmer, Jason E. Heath, Chelsea W. Neil, Hakim Boukhalfa, Kristopher L. Kuhlman, Shawn Otto, Souheil Ezzedine, Barry L. Roberts, R. Charles Choens, George A. Zyvoloski, Philip H. Stauffer, Unknown, George Abbott, Thomas Alexander, Ethan Alger, Adan Alvarez, Tarabay Antoun, Graham Auld, Hector Banuelos, Marcus Barela, Tyler Barnhart, Perry Barrow, Tara Bartlett, Arturo Bockman, Miles Bodmer, Kyren Bogolub, Jesse Bonner, Rose Borden, Hakim Boukhalfa, Danny Bowman, Carl Britt, Benjamin Broman, Scott Broome, Brian Brown, Jeff Burghardt, Daniel Chester, R. Charles Choens, Kirsten Chojnicki, Al Churby, Justin Cole, Thomas Coleman, Jon Collard, Alexander Couture, Glenn Crosby, Alvaro Cruz-Cabrera, Musa Dea, Walter Dekin, Beirl De Visser, Matthew Dietel, Christine Downs, Nicholas Downs, Damien D’Saint Angelo, Elizabeth Dzenitis, Eric Eckert, Stephanie Eras, Garrett Euler, Souheil Ezzedine, Jose Falliner, Jim Fast, Kristine Featherston, Joshua Feldman, Michael Foxe, Clayton Freimuth, Brad Fritz, Sergio Gamboa, Lisa Garner, Thomas Gascoigne, Jason Gastelum, Jessie Gaylord, David Gessey, Brian Glasgow, Graham Glavin, Andrew Glomski, Matthew Goodwin, David Green, James Griego, Scott Grover, Jose Madrid Gutierrez, Derek Haas, Rodger Hall, Allyson Hall, Daniel Hardy, Dylan Hauk, Jason Heath, James Holdcroft, Austin Holland, Will Honjas, Kaleb Howard, Clayton Hudson, Matthew Ingraham, Johnny Jaramillo, Ayrton Jenkins, Christine Johnson, Kyle Jones, William Junor, Martin Keillor, Graham Kent, Michael Keogh, Will Kibikas, Kieran Kleadbeater, Hunter Knox, James Knox, Kristopher Kuhlman, Christopher Kwiatkowski, Ken Laintz, Joey Lapka, Jennifer Larotonda, John Layne, Pierre-Yves Le Bas, Nick Ledoux, Shengtai Li, Dorothy Linneman, Paul Lipkowitz, Gordon MacLeod, Amrit Malach, Erin McCann, Ryan McCombe, Collin Meierbachtol, Rob Mellors, Brian Memmott, Wade Mendenhall, Jennifer Mendez, Xavier Miller, Andrew Miller, Francisco Miranda, Manny Montano, Michael Moore, Joseph Morris, William Munley, Edgar Godoy Murillo, Steve Myers, Taylor Myers, Annabelle Navarro, Stuart E.J. Nippress, Shawn Otto, Sheila Peacock, Steve Pemberton, Rose Perea, Jacob Peterson, Gabe Plank, Agatha Podrasky, David Podrasky, Joseph Pope, Mike Poskey, Matthew Powell, Amanda Price, Andrew Puyleart, Bobby Quintana, Thom Rahn, Carlos Rendon, Justin Reppart, Hernan Rico, Barry Roberts, Eric Robey, Rebecca Rodd, Mark Rodriguez, Aaron Rogall, Alexander Romanczuk, Melissa Roth, George Salyer, Bill Savran, Walter Schalk, Cari Seifert, Daniel Seitz, Xuan-Min Shao, Dana Sirota, Johnathan Slack, Dave Slater, Ken Smith, Devon Smith, Brady Spears, Dale Sprinkle, Philip Stauffer, Richard Stead, Mary Stephens, Chris Strickland, Alex Tafoya, Joshua Tafoya, M’balia Tagoe, Chad Taguba, Liane Tarnecki, Rees Tatge, Stephanie Teich-McGoldrick, Ben Terry, Ryan Thompson, Margaret Townsend, Greg Tubbs, Reagan Turley, Nichole Valdez, Aaron Van Morris, Sergio Vergara, Juan-Antonio Vigil, Javier Villanueva, Oleg Vorobiev, Darrin J. Wallace, Tim Walrath, Sonia Wharton, Robert White, Helen White, Aliya Whitehill, Marc Williams, Jennifer Wilson, Lynn Wood, Cliff Wright, Andrew Wright, Guangping Xu, Xianjin Yang, Ray Yost, Cleat Zeiler

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DOI
10.1038/s41598-026-35868-w
Published
2026-02-17
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-35868-w,
  title = {Predicting multiphase flow and tracer transport for an underground chemical explosive test},
  author = {John P. Ortiz and Dolan D. Lucero and Esteban Rougier and Earl E. Knight and S. Michelle Bourret and Bradley G. Fritz and Miles A. Bodmer and Jason E. Heath and Chelsea W. Neil and Hakim Boukhalfa and Kristopher L. Kuhlman and Shawn Otto and Souheil Ezzedine and Barry L. Roberts and R. Charles Choens and George A. Zyvoloski and Philip H. Stauffer and Unknown and George Abbott and Thomas Alexander and Ethan Alger and Adan Alvarez and Tarabay Antoun and Graham Auld and Hector Banuelos and Marcus Barela and Tyler Barnhart and Perry Barrow and Tara Bartlett and Arturo Bockman and Miles Bodmer and Kyren Bogolub and Jesse Bonner and Rose Borden and Hakim Boukhalfa and Danny Bowman and Carl Britt and Benjamin Broman and Scott Broome and Brian Brown and Jeff Burghardt and Daniel Chester and R. Charles Choens and Kirsten Chojnicki and Al Churby and Justin Cole and Thomas Coleman and Jon Collard and Alexander Couture and Glenn Crosby and Alvaro Cruz-Cabrera and Musa Dea and Walter Dekin and Beirl De Visser and Matthew Dietel and Christine Downs and Nicholas Downs and Damien D’Saint Angelo and Elizabeth Dzenitis and Eric Eckert and Stephanie Eras and Garrett Euler and Souheil Ezzedine and Jose Falliner and Jim Fast and Kristine Featherston and Joshua Feldman and Michael Foxe and Clayton Freimuth and Brad Fritz and Sergio Gamboa and Lisa Garner and Thomas Gascoigne and Jason Gastelum and Jessie Gaylord and David Gessey and Brian Glasgow and Graham Glavin and Andrew Glomski and Matthew Goodwin and David Green and James Griego and Scott Grover and Jose Madrid Gutierrez and Derek Haas and Rodger Hall and Allyson Hall and Daniel Hardy and Dylan Hauk and Jason Heath and James Holdcroft and Austin Holland and Will Honjas and Kaleb Howard and Clayton Hudson and Matthew Ingraham and Johnny Jaramillo and Ayrton Jenkins and Christine Johnson and Kyle Jones and William Junor and Martin Keillor and Graham Kent and Michael Keogh and Will Kibikas and Kieran Kleadbeater and Hunter Knox and James Knox and Kristopher Kuhlman and Christopher Kwiatkowski and Ken Laintz and Joey Lapka and Jennifer Larotonda and John Layne and Pierre-Yves Le Bas and Nick Ledoux and Shengtai Li and Dorothy Linneman and Paul Lipkowitz and Gordon MacLeod and Amrit Malach and Erin McCann and Ryan McCombe and Collin Meierbachtol and Rob Mellors and Brian Memmott and Wade Mendenhall and Jennifer Mendez and Xavier Miller and Andrew Miller and Francisco Miranda and Manny Montano and Michael Moore and Joseph Morris and William Munley and Edgar Godoy Murillo and Steve Myers and Taylor Myers and Annabelle Navarro and Stuart E.J. Nippress and Shawn Otto and Sheila Peacock and Steve Pemberton and Rose Perea and Jacob Peterson and Gabe Plank and Agatha Podrasky and David Podrasky and Joseph Pope and Mike Poskey and Matthew Powell and Amanda Price and Andrew Puyleart and Bobby Quintana and Thom Rahn and Carlos Rendon and Justin Reppart and Hernan Rico and Barry Roberts and Eric Robey and Rebecca Rodd and Mark Rodriguez and Aaron Rogall and Alexander Romanczuk and Melissa Roth and George Salyer and Bill Savran and Walter Schalk and Cari Seifert and Daniel Seitz and Xuan-Min Shao and Dana Sirota and Johnathan Slack and Dave Slater and Ken Smith and Devon Smith and Brady Spears and Dale Sprinkle and Philip Stauffer and Richard Stead and Mary Stephens and Chris Strickland and Alex Tafoya and Joshua Tafoya and M’balia Tagoe and Chad Taguba and Liane Tarnecki and Rees Tatge and Stephanie Teich-McGoldrick and Ben Terry and Ryan Thompson and Margaret Townsend and Greg Tubbs and Reagan Turley and Nichole Valdez and Aaron Van Morris and Sergio Vergara and Juan-Antonio Vigil and Javier Villanueva and Oleg Vorobiev and Darrin J. Wallace and Tim Walrath and Sonia Wharton and Robert White and Helen White and Aliya Whitehill and Marc Williams and Jennifer Wilson and Lynn Wood and Cliff Wright and Andrew Wright and Guangping Xu and Xianjin Yang and Ray Yost and Cleat Zeiler},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-35868-w},
  url = {https://doi.org/10.1038/s41598-026-35868-w}
}

RIS

TY  - JOUR
TI  - Predicting multiphase flow and tracer transport for an underground chemical explosive test
AU  - John P. Ortiz
AU  - Dolan D. Lucero
AU  - Esteban Rougier
AU  - Earl E. Knight
AU  - S. Michelle Bourret
AU  - Bradley G. Fritz
AU  - Miles A. Bodmer
AU  - Jason E. Heath
AU  - Chelsea W. Neil
AU  - Hakim Boukhalfa
AU  - Kristopher L. Kuhlman
AU  - Shawn Otto
AU  - Souheil Ezzedine
AU  - Barry L. Roberts
AU  - R. Charles Choens
AU  - George A. Zyvoloski
AU  - Philip H. Stauffer
AU  - Unknown
AU  - George Abbott
AU  - Thomas Alexander
AU  - Ethan Alger
AU  - Adan Alvarez
AU  - Tarabay Antoun
AU  - Graham Auld
AU  - Hector Banuelos
AU  - Marcus Barela
AU  - Tyler Barnhart
AU  - Perry Barrow
AU  - Tara Bartlett
AU  - Arturo Bockman
AU  - Miles Bodmer
AU  - Kyren Bogolub
AU  - Jesse Bonner
AU  - Rose Borden
AU  - Hakim Boukhalfa
AU  - Danny Bowman
AU  - Carl Britt
AU  - Benjamin Broman
AU  - Scott Broome
AU  - Brian Brown
AU  - Jeff Burghardt
AU  - Daniel Chester
AU  - R. Charles Choens
AU  - Kirsten Chojnicki
AU  - Al Churby
AU  - Justin Cole
AU  - Thomas Coleman
AU  - Jon Collard
AU  - Alexander Couture
AU  - Glenn Crosby
AU  - Alvaro Cruz-Cabrera
AU  - Musa Dea
AU  - Walter Dekin
AU  - Beirl De Visser
AU  - Matthew Dietel
AU  - Christine Downs
AU  - Nicholas Downs
AU  - Damien D’Saint Angelo
AU  - Elizabeth Dzenitis
AU  - Eric Eckert
AU  - Stephanie Eras
AU  - Garrett Euler
AU  - Souheil Ezzedine
AU  - Jose Falliner
AU  - Jim Fast
AU  - Kristine Featherston
AU  - Joshua Feldman
AU  - Michael Foxe
AU  - Clayton Freimuth
AU  - Brad Fritz
AU  - Sergio Gamboa
AU  - Lisa Garner
AU  - Thomas Gascoigne
AU  - Jason Gastelum
AU  - Jessie Gaylord
AU  - David Gessey
AU  - Brian Glasgow
AU  - Graham Glavin
AU  - Andrew Glomski
AU  - Matthew Goodwin
AU  - David Green
AU  - James Griego
AU  - Scott Grover
AU  - Jose Madrid Gutierrez
AU  - Derek Haas
AU  - Rodger Hall
AU  - Allyson Hall
AU  - Daniel Hardy
AU  - Dylan Hauk
AU  - Jason Heath
AU  - James Holdcroft
AU  - Austin Holland
AU  - Will Honjas
AU  - Kaleb Howard
AU  - Clayton Hudson
AU  - Matthew Ingraham
AU  - Johnny Jaramillo
AU  - Ayrton Jenkins
AU  - Christine Johnson
AU  - Kyle Jones
AU  - William Junor
AU  - Martin Keillor
AU  - Graham Kent
AU  - Michael Keogh
AU  - Will Kibikas
AU  - Kieran Kleadbeater
AU  - Hunter Knox
AU  - James Knox
AU  - Kristopher Kuhlman
AU  - Christopher Kwiatkowski
AU  - Ken Laintz
AU  - Joey Lapka
AU  - Jennifer Larotonda
AU  - John Layne
AU  - Pierre-Yves Le Bas
AU  - Nick Ledoux
AU  - Shengtai Li
AU  - Dorothy Linneman
AU  - Paul Lipkowitz
AU  - Gordon MacLeod
AU  - Amrit Malach
AU  - Erin McCann
AU  - Ryan McCombe
AU  - Collin Meierbachtol
AU  - Rob Mellors
AU  - Brian Memmott
AU  - Wade Mendenhall
AU  - Jennifer Mendez
AU  - Xavier Miller
AU  - Andrew Miller
AU  - Francisco Miranda
AU  - Manny Montano
AU  - Michael Moore
AU  - Joseph Morris
AU  - William Munley
AU  - Edgar Godoy Murillo
AU  - Steve Myers
AU  - Taylor Myers
AU  - Annabelle Navarro
AU  - Stuart E.J. Nippress
AU  - Shawn Otto
AU  - Sheila Peacock
AU  - Steve Pemberton
AU  - Rose Perea
AU  - Jacob Peterson
AU  - Gabe Plank
AU  - Agatha Podrasky
AU  - David Podrasky
AU  - Joseph Pope
AU  - Mike Poskey
AU  - Matthew Powell
AU  - Amanda Price
AU  - Andrew Puyleart
AU  - Bobby Quintana
AU  - Thom Rahn
AU  - Carlos Rendon
AU  - Justin Reppart
AU  - Hernan Rico
AU  - Barry Roberts
AU  - Eric Robey
AU  - Rebecca Rodd
AU  - Mark Rodriguez
AU  - Aaron Rogall
AU  - Alexander Romanczuk
AU  - Melissa Roth
AU  - George Salyer
AU  - Bill Savran
AU  - Walter Schalk
AU  - Cari Seifert
AU  - Daniel Seitz
AU  - Xuan-Min Shao
AU  - Dana Sirota
AU  - Johnathan Slack
AU  - Dave Slater
AU  - Ken Smith
AU  - Devon Smith
AU  - Brady Spears
AU  - Dale Sprinkle
AU  - Philip Stauffer
AU  - Richard Stead
AU  - Mary Stephens
AU  - Chris Strickland
AU  - Alex Tafoya
AU  - Joshua Tafoya
AU  - M’balia Tagoe
AU  - Chad Taguba
AU  - Liane Tarnecki
AU  - Rees Tatge
AU  - Stephanie Teich-McGoldrick
AU  - Ben Terry
AU  - Ryan Thompson
AU  - Margaret Townsend
AU  - Greg Tubbs
AU  - Reagan Turley
AU  - Nichole Valdez
AU  - Aaron Van Morris
AU  - Sergio Vergara
AU  - Juan-Antonio Vigil
AU  - Javier Villanueva
AU  - Oleg Vorobiev
AU  - Darrin J. Wallace
AU  - Tim Walrath
AU  - Sonia Wharton
AU  - Robert White
AU  - Helen White
AU  - Aliya Whitehill
AU  - Marc Williams
AU  - Jennifer Wilson
AU  - Lynn Wood
AU  - Cliff Wright
AU  - Andrew Wright
AU  - Guangping Xu
AU  - Xianjin Yang
AU  - Ray Yost
AU  - Cleat Zeiler
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-35868-w
UR  - https://doi.org/10.1038/s41598-026-35868-w
ER  - 

APA

Ortiz, J. P., Lucero, D. D., Rougier, E., Knight, E. E., Bourret, S. M., Fritz, B. G., Bodmer, M. A., Heath, J. E., Neil, C. W., Boukhalfa, H., Kuhlman, K. L., Otto, S., Ezzedine, S., Roberts, B. L., Choens, R. C., Zyvoloski, G. A., Stauffer, P. H., Unknown, Abbott, G., Alexander, T., Alger, E., Alvarez, A., Antoun, T., Auld, G., Banuelos, H., Barela, M., Barnhart, T., Barrow, P., Bartlett, T., Bockman, A., Bodmer, M., Bogolub, K., Bonner, J., Borden, R., Boukhalfa, H., Bowman, D., Britt, C., Broman, B., Broome, S., Brown, B., Burghardt, J., Chester, D., Choens, R. C., Chojnicki, K., Churby, A., Cole, J., Coleman, T., Collard, J., Couture, A., Crosby, G., Cruz-Cabrera, A., Dea, M., Dekin, W., Visser, B. D., Dietel, M., Downs, C., Downs, N., Angelo, D. D., Dzenitis, E., Eckert, E., Eras, S., Euler, G., Ezzedine, S., Falliner, J., Fast, J., Featherston, K., Feldman, J., Foxe, M., Freimuth, C., Fritz, B., Gamboa, S., Garner, L., Gascoigne, T., Gastelum, J., Gaylord, J., Gessey, D., Glasgow, B., Glavin, G., Glomski, A., Goodwin, M., Green, D., Griego, J., Grover, S., Gutierrez, J. M., Haas, D., Hall, R., Hall, A., Hardy, D., Hauk, D., Heath, J., Holdcroft, J., Holland, A., Honjas, W., Howard, K., Hudson, C., Ingraham, M., Jaramillo, J., Jenkins, A., Johnson, C., Jones, K., Junor, W., Keillor, M., Kent, G., Keogh, M., Kibikas, W., Kleadbeater, K., Knox, H., Knox, J., Kuhlman, K., Kwiatkowski, C., Laintz, K., Lapka, J., Larotonda, J., Layne, J., Bas, P. L., Ledoux, N., Li, S., Linneman, D., Lipkowitz, P., MacLeod, G., Malach, A., McCann, E., McCombe, R., Meierbachtol, C., Mellors, R., Memmott, B., Mendenhall, W., Mendez, J., Miller, X., Miller, A., Miranda, F., Montano, M., Moore, M., Morris, J., Munley, W., Murillo, E. G., Myers, S., Myers, T., Navarro, A., Nippress, S. E., Otto, S., Peacock, S., Pemberton, S., Perea, R., Peterson, J., Plank, G., Podrasky, A., Podrasky, D., Pope, J., Poskey, M., Powell, M., Price, A., Puyleart, A., Quintana, B., Rahn, T., Rendon, C., Reppart, J., Rico, H., Roberts, B., Robey, E., Rodd, R., Rodriguez, M., Rogall, A., Romanczuk, A., Roth, M., Salyer, G., Savran, B., Schalk, W., Seifert, C., Seitz, D., Shao, X., Sirota, D., Slack, J., Slater, D., Smith, K., Smith, D., Spears, B., Sprinkle, D., Stauffer, P., Stead, R., Stephens, M., Strickland, C., Tafoya, A., Tafoya, J., Tagoe, M., Taguba, C., Tarnecki, L., Tatge, R., Teich-McGoldrick, S., Terry, B., Thompson, R., Townsend, M., Tubbs, G., Turley, R., Valdez, N., Morris, A. V., Vergara, S., Vigil, J., Villanueva, J., Vorobiev, O., Wallace, D. J., Walrath, T., Wharton, S., White, R., White, H., Whitehill, A., Williams, M., Wilson, J., Wood, L., Wright, C., Wright, A., Xu, G., Yang, X., Yost, R., & Zeiler, C. (2026). Predicting multiphase flow and tracer transport for an underground chemical explosive test. Scientific Reports. https://doi.org/10.1038/s41598-026-35868-w

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