Journal Article

Phylogenomic analysis on the exceptionally diverse fish clade Gobioidei (Actinopterygii: Gobiiformes) and data-filtering based on molecular clocklikeness

Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C.

Record Number:
4255
Year:
2018
Journal:
Molecular Phylogenetics and Evolution
Pages:
192-202
Volume:
128
Abstract:
The use of genome-scale data to infer phylogenetic relationships has gained in popularity in recent years due to the progress made in target-gene capture and sequencing techniques. Data filtering, the approach of excluding data inconsistent with the model from analyses, presumably could alleviate problems caused by systematic errors in phylogenetic inference. Different data filtering criteria, such as those based on evolutionary rate and molecular clocklikeness as well as others have been proposed for selecting useful phylogenetic markers, yet few studies have tested these criteria using phylogenomic data. We developed a novel set of single-copy nuclear coding markers to capture thousands of target genes in gobioid fishes, a species-rich lineages of vertebrates, and tested the effects of data-filtering methods based on substitution rate and molecular clocklikeness while attempting to control for the compounding effects of missing data and variation in locus length. We found that molecular clocklikeness was a better predictor than overall substitution rate for phylogenetic usefulness of molecular markers in our study. In addition, when the 100 best ranked loci for our predictors were concatenated and analyzed using maximum likelihood, or combined in a coalescent-based species-tree analysis, the resulting trees showed a well-resolved topology of Gobioidei that mostly agrees with previous studies. However, trees generated from the 100 least clocklike frequently recovered conflicting, and in some cases clearly erroneous topologies with strong support, thus indicating strong systematic biases in those datasets. Collectively these results suggest that data filtering has the potential improve the performance of phylogenetic inference when using both a concatenation approach as well as methods that rely on input from individual gene trees (i.e. coalescent species-tree approaches), which may be preferred in scenarios where incomplete lineage sorting is likely to be an issue.
Times Cited:
29
Relevent Species:
Oxyeleotris colasi Pouyaud, Kadarusman and Hadiaty 2013Oxyeleotris caeca Allen 1996Caecieleotris morrisi Walsh and Chakrabarty 2016Caecogobius cryptophthalmus Berti and Ercolini 1991Caecogobius personatus Larson and Husana 2018Eleotris undescribed species [Myers and Donaldson 2003]Glossogobius ankaranensis Banister 1994Glossogobius undescribed species [Sparks and Chakrabarty 2012]Milyeringa justitia Larson and Foster in Larson, Foster Humphreys and Stevens 2013Typhleotris madagascariensis Petit 1933Typhleotris pauliani Arnoult 1959Typhleotris mararybe Sparks and Chakrabarty 2012Luciogobius fluvialis Kanagawa, Itai and Senou 2011Luciogobius elongatus B [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius dormitoris Shiogaki and Dotsu 1976Luciogobius elongatus Regan 1905Luciogobius elongatus C [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius elongatus D [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius elongatus E [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius elongatus F [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius grandis Arai 1970Luciogobius grandis B [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius parvulus (Snyder 1909)Luciogobius parvulus B [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius platycephalus Shiogaki and Dotsu 1976Luciogobius platycephalus B [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius undescribed species [Yamada, Sugiyama, Tamaki, Kawakita and Kato 2009]Luciogobius pallidus Regan 1940Luciogobius albus Regan 1940
Related Records:
Petit, G. (1933)Petit, G. (1935)Shibaguchi, T (1936)Shibaguchi, T (1936)Shibaguchi, T (1936)Tomiyama, I. (1936)Tomiyama, I. (1936)Petit, G. (1938)Regan, C. T. (1940)Regan, C. T. (1940)Regan, C. T. (1940)Petit, G. (1941)Poisson, H. and Bessairie, H. (1947)Angel, F. (1949)Angel, F. (1949)Dotu, Y (1957)Dotu, Y (1957)Dotu, Y (1957)Arnoult, J. (1959)Arnoult, J. (1959)Arnoult, J. (1959)Arnoult, J. (1959)Kiener, A. (1963)Dotu, Y (1963)Dotu, Y (1963)Kiener, A. (1963)Dotu, Y (1963)Shibaguchi, T (1965)Shibaguchi, T (1965)Shibaguchi, T (1965)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1969)Murai, Y (1970)Arai, R (1970)Murai, Y (1970)Arai, R (1970)Murai, Y (1970)Arai, R (1970)Kiener, A. (1972)Kiener, A. (1972)Dotu, Y (1972)Katayama, M and Ikeda, H (1972)Murai, Y (1972)Yamamuro, K (1972)Dotu, Y (1972)Katayama, M and Ikeda, H (1972)Murai, Y (1972)Yamamuro, K (1972)Dotu, Y (1972)Katayama, M and Ikeda, H (1972)Murai, Y (1972)Yamamuro, K (1972)Doha, S. (1974)Matsumoto, K (1976)Masaru, S. and Dotsu, Y. (1976)Masaru, S. and Dotsu, Y. (1976)Matsumoto, K (1976)Shiogaki, M. and Dotsu, Y. (1977)Shiogaki, M. and Dotsu, Y. (1977)Shiogaki, M. and Dotsu, Y. (1977)Minato, H (1978)Minato, H (1978)Minato, H (1978)Dotu, Y (1979)Dotu, Y (1979)Dotu, Y (1979)Aizawa, H and Kokuryo, Y (1980)Aizawa, H and Kokuryo, Y (1980)Aizawa, H and Kokuryo, Y (1980)Aizawa, H and Kokuryo, Y (1980)Aizawa, H and Kokuryo, Y (1980)Aizawa, H and Kokuryo, Y (1980)Nishijima, S (1983)Nishijima, S (1983)Nishijima, S (1983)Akihito (1984)Akihito (1984)Akihito (1984)Michaelis, F. (1985)Wilson, J. M. (1985)Mauge, A. L. (1986)Mauge, A. L. (1986)Walters, R. (1986)Fujita, H (1987)Wilson, J. M. (1987)Wilson, J.M. (1987)Fujita, H (1987)Rossi, G., Dal Cin, F., DeVivo, A. and Mouret, C. (1987)Fujita, H (1987)Hirathuka, J (1988)Wilson, J. M., Stewart, P. D. and Fowler, S. V. (1988)Hirathuka, J (1988)Hirathuka, J (1988)Yoshida, T and Dotu, Y (1989)Murai, Y (1989)Yoshida, T and Dotu, Y (1989)Allen, G. R. (1989)Fowler, S. V., Chapman, P., Checkley, D., Hurd, S., McHale, M., Ramangasan, G. S., Randraimasy, J. E., Stewart, P., Walters, R. and Wilson, J. M. (1989)Murai, Y (1989)Yoshida, T and Dotu, Y (1989)Murai, Y (1989)Matsumoto, I (1991)Matsumoto, I (1991)Bauchot, M.L., Desoutter, M., Hoese, D.F. and Larson, H.K. (1991)Humphreys, W. F. and Adams, M. (1991)Bauchot, M.L., Desoutter, M., Hoese, D.F. and Larson, H.K. (1991)Berti, R. and Ercolini, A. (1991)Berti, R. and Ercolini, A. (1991)Matsumoto, I (1991)Allen, G.R. (1992)Hoese, D.F. and Gill, A.C. (1993)Adams, M. and Humphreys, W.F. (1993)Humphreys, W. F. (1993)Humphreys, W. F. (1993)Hoese, D.F. and Gill, A.C. (1993)Stiassny, M. L. J. and Raminosoa, N. (1994)Humphreys, W.F. (1994)Stiassny, M. L. J. and Raminosoa, N. (1994)Banister, K. E. (1994)Humphreys, W. F. and Feinberg, M. N. (1995)Wilson, J. M. (1995)Aizawa, M. (1996)Aizawa, M. (1996)Aizawa, M. (1996)Allen, G. R. (1996)Wilson, J. M. (1996)Humphreys, W. F. (1997)Aizawa, M (1998)Aizawa, M (1998)Aizawa, M (1998)Humphreys, W. F. (1999)Humphreys, W. F., Poole, A., Eberhard, S. M. and Warren, D. (1999)Humphreys, W. F. (1999)Humphreys, W.F. (2000)Yoshida, T and Dotu, Y (2001)Okiyama, Muneo (2001)Yoshida, T and Dotu, Y (2001)Yoshida, T and Dotu, Y (2001)Okiyama, Muneo (2001)Okiyama, Muneo (2001)Humphreys, WF (2001)Jaume, D., Boxshall, G.A. and Humphreys, W.F. (2001)Moore, B. P., Humphreys, W. F., Decu, V. and Juberthie, C. (2001)Humphreys, W.R. (2001)Humphreys, W.F. (2001)Wilson, R.S. and Humphreys, W.F. (2001)Humphreys, WF (2001)Larson, H.K. (2001)Larson, H.K. (2001)Akihito, S.K, Ilkeda, Y. and Sugiyama, K. (2002)Guyot, L. (2002)Guyot, L. (2002)Guyot, L. (2002)Benstead, J.P., DeRham, P.H., Gattolliat, J.-L., Gibbon, F.M., Loiselle, P.V., Sartori, M., Sparks, J.S. and Stiassny, M.L.J. (2003)Myers, RF and Donaldson, TJ (2003)Sparks, J (2003)Sparks, J and Stiassny, MLJ (2003)Sparks, J (2003)Sparks, J and Stiassny, MLJ (2003)Sparks, J (2003)Sparks, J and Stiassny, MLJ (2003)Arao, Kazuki and Aizawa, Masahiro (2004)Arao, Kazuki and Aizawa, Masahiro (2004)Arao, Kazuki and Aizawa, Masahiro (2004)Ishida, Atsushi, Matsuo, Toshio, Tatsukawa, Junya, Seguchi, Mikihirio, Ebihara, Mami and Takahama, Hideki (2005)Sparks, J. (2005)Ishida, Atsushi, Matsuo, Toshio, Tatsukawa, Junya, Seguchi, Mikihirio, Ebihara, Mami and Takahama, Hideki (2005)Ishida, Atsushi, Matsuo, Toshio, Tatsukawa, Junya, Seguchi, Mikihirio, Ebihara, Mami and Takahama, Hideki (2005)Sparks, J. (2005)Sparks, J. (2005)Sparks, J. (2005)Sparks, J. (2005)Sparks, J. (2005)Sparks, J. (2005)Eberhard, S.M., Halse, S.A. and Humphreys, W.F. (2005)Thieme, M.L., Abell, R., Stiassny, M.L.J.,Skelton, P., Lehner, B., Teugels, G., Dinerstein, E., Kamdem-Toham, A., Burgess, B., and Olson, D. (2005)Thieme, M.L., Abell, R., Stiassny, M.L.J.,Skelton, P., Lehner, B., Teugels, G., Dinerstein, E., Kamdem-Toham, A., Burgess, B., and Olson, D. (2005)Thieme, M.L., Abell, R., Stiassny, M.L.J.,Skelton, P., Lehner, B., Teugels, G., Dinerstein, E., Kamdem-Toham, A., Burgess, B., and Olson, D. (2005)Thieme, M.L., Abell, R., Stiassny, M.L.J.,Skelton, P., Lehner, B., Teugels, G., Dinerstein, E., Kamdem-Toham, A., Burgess, B., and Olson, D. (2005)Thieme, M.L., Abell, R., Stiassny, M.L.J.,Skelton, P., Lehner, B., Teugels, G., Dinerstein, E., Kamdem-Toham, A., Burgess, B., and Olson, D. (2005)Wilmé, L., Goodman, S.M. & Ganzhorn, J.U. (2006)Wilmé, L., Goodman, S.M. & Ganzhorn, J.U. (2006)Humphreys, W.F., Shiao, J.-C., Iizuka, Y. and Tzeng, W.-N. (2006)Wilmé, L., Goodman, S.M. & Ganzhorn, J.U. (2006)Hirashima, K and Takahashi, H (2008)Maeda, Ken, Yamasaki, Nozomi, Kondo, Masashi and Tachihara, Katsunori (2008)Hirashima, K and Takahashi, H (2008)Maeda, Ken, Yamasaki, Nozomi, Kondo, Masashi and Tachihara, Katsunori (2008)Hirashima, K and Takahashi, H (2008)Maeda, Ken, Yamasaki, Nozomi, Kondo, Masashi and Tachihara, Katsunori (2008)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Kanagawa, N. and Itai, T. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Yamada, T., Sugiyama, K, Tamaki, K, Kawakita, A. and Kato, M. (2009)Chakrabarty, P. (2010)Chakrabarty, P. (2010)Chakrabarty, P. (2010)Collins, L.B. and Stevens, A. (2010)Department of the Environment, Water, Heritage and the Arts (2010)Kanagawa, N, Itai, T and Senou, H (2011)Kanagawa, N, Itai, T and Senou, H (2011)Kanagawa, N, Itai, T and Senou, H (2011)Kim, B.J (2012)Chakrabarty, P., Davis, M.P. and Sparks, J.S. (2012)Sparks, J.S. and Chakrabarty, P. (2012)Chakrabarty, P., Davis, M.P. and Sparks, J.S. (2012)Sparks, J.S. and Chakrabarty, P. (2012)Kim, B.J (2012)Sparks, J.S. and Chakrabarty, P. (2012)Kim, B.J (2012)Chakrabarty, P., Davis, M.P. and Sparks, J.S. (2012)Pouyaud, L., Kadarusman, Hadiaty, R. K., Slembrouck, J., Lemauk, N., Kusumah, R. V. and Keith, P. (2012)Environmental Protection Authority (2012)Humphreys, W., Tetu, S., Elbourne, L., Gillings, M., Seymour, J., Mitchell, J. and Paulsen, I. (2012)Sparks, J.S. and Chakrabarty, P. (2012)Humphreys, W.F (2012)Sparks, J.S. and Chakrabarty, P. (2012)Samonds K.E., Godfrey L.R., Ali J.R., Goodman S.M., Vences M., Sutherland, M.R. Irwin, M.T. and Krause, D.W. (2013)Jin, Xiaoxiao, Sun, Yuena, Zhao, Shenglong and Wang, Rixin (2013)Jin, Xiaoxiao, Sun, Yuena, Zhao, Shenglong and Wang, Rixin (2013)Jin, Xiaoxiao, Sun, Yuena, Zhao, Shenglong and Wang, Rixin (2013)Tornabene, L., Chen, Y.G. and Pezold, F. (2013)Humphreys, G., Alexander, J., Harvey, M.S. and Humphreys, W.F. (2013)Larson, H.K., Foster, R., Humphreys, W.F. and Stevens, M. (2013)Tornabene, L., Chen, Y.G. and Pezold, F. (2013)Samonds K.E., Godfrey L.R., Ali J.R., Goodman S.M., Vences M., Sutherland, M.R. Irwin, M.T. and Krause, D.W. (2013)Samonds K.E., Godfrey L.R., Ali J.R., Goodman S.M., Vences M., Sutherland, M.R. Irwin, M.T. and Krause, D.W. (2013)Cho, Hyun-Geun and Choi, Seung-Ho (2014)Cho, Hyun-Geun and Choi, Seung-Ho (2014)Cho, Hyun-Geun and Choi, Seung-Ho (2014)Morgan, D.L., Unmack, P.J., Beatty, S.J., Ebner, B.C., Allen, M.G., Keleher, J., Donaldson, J.A. and Murphy, J. (2014)Palacios-Vargas, J.G., Juberthie, C. and Reddell, J. (2014-2015)Yu, Jeong-Nam, Kim, Byung-Jik, Kim, Soonok, Oh, Kyounghee and Lim, Chae Eun (2015)He, Y, Kim, B.J, Hirashima, K and Xiao, T (2015)Yu, Jeong-Nam, Kim, Byung-Jik, Kim, Soonok, Oh, Kyounghee and Lim, Chae Eun (2015)He, Y, Kim, B.J, Hirashima, K and Xiao, T (2015)Yu, Jeong-Nam, Kim, Byung-Jik, Kim, Soonok, Oh, Kyounghee and Lim, Chae Eun (2015)He, Y, Kim, B.J, Hirashima, K and Xiao, T (2015)Bishop, R.E., Humphreys, W.F., Cukrov, N., Zic, V., Boxshall, G.A., Cukrov, M., Iliffe, T.M., Krsinic, F., Moore, W.S., Pohlman, J.W., and Sket, B. (2015)Dworak, L., Rasoloariniaina, J.R., Raminosoa, N. and Englert, A. (2015)Dworak, L., Rasoloariniaina, J.R., Raminosoa, N. and Englert, A. (2015)Dworak, L., Rasoloariniaina, J.R., Raminosoa, N. and Englert, A. (2015)Rasoloariniaina, J.R., Ganzhorn, J.U., Riemann, J.C. and Raminosoa, N. (2016)Rasoloariniaina, J.R., Ganzhorn, J.U., Riemann, J.C. and Raminosoa, N. (2016)Rasoloariniaina, J.R., Ganzhorn, J.U., Riemann, J.C. and Raminosoa, N. (2016)Walsh, S.J. and Chakrabarty, P. (2016)Humphreys, W. F. (2017)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Fricke, R.,Mahafina, J.J., Behivoke, F., Jaonalison, H. Leopold, M. and Ponton, D. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Fricke, R.,Mahafina, J.J., Behivoke, F., Jaonalison, H. Leopold, M. and Ponton, D. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Fricke, R.,Mahafina, J.J., Behivoke, F., Jaonalison, H. Leopold, M. and Ponton, D. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Fricke, R.,Mahafina, J.J., Behivoke, F., Jaonalison, H. Leopold, M. and Ponton, D. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Fricke, R.,Mahafina, J.J., Behivoke, F., Jaonalison, H. Leopold, M. and Ponton, D. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Wang, P., Zhao, C., Fan, S., Yan, L. and Qiu, L. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Wang, P., Zhao, C., Fan, S., Yan, L. and Qiu, L. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Vences, M., Rasoloariniaina, J.R. and Riemann, J.C. (2018)Moore, G.I. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Vences, M., Rasoloariniaina, J.R. and Riemann, J.C. (2018)Moore, G.I., Humphreys, W.F., Foster, R. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Vences, M., Rasoloariniaina, J.R. and Riemann, J.C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Page, T.J., Hughes, J.M., Real, K.M., Stevens, M.I., King, R.A. and Humphreys, W.F. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Halse, S. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Page, T.J.,Stevens, M.I., Adams, M., Foster, R. Velasco-Castrillón, A. and Humphreys, W.F. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Larson, H.K. and Husana, D.E.M. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Larson, H.K. and Husana, D.E.M. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Jun, J., Choi, S.-H. and Kim, H.Y. (2018)Kuang, T., Tornabene, L., Lia, J., Jiang, J., Chakrabarty, P., Sparks, J.S., Naylor, G.J.P. and Lia, C. (2018)Gilli, E. (2019)Perina, G., Camacho, A.I., Huey, J., Horwitz, P. and Koenders, A. (2019)