簡易檢索 / 詳目顯示

研究生: 戴芮琪
Rikke Beckmann Dahl
論文名稱: 鯊魚皮齒的演化與功能形態
Evolution and Functional Morphology of Shark Dermal Denticles
指導教授: 沈聖峰
Shen, Sheng-Feng
陳柏宇
Chen, Po-Yu
口試委員: Peter Rask Moller
Peter Rask Moller
黃仁磐
Huang, Jen-Pan
紀凱容
Chi, Kai-Jung
沈聖峰
Shen, Sheng-Feng
陳柏宇
Chen, Po-Yu
口試日期: 2022/11/29
學位類別: 博士
Doctor
系所名稱: 生命科學系
Department of Life Science
論文出版年: 2023
畢業學年度: 111
語文別: 英文
論文頁數: 92
英文關鍵詞: dermal denticles, shark, evolution, functional morphology
研究方法: 實驗設計法
DOI URL: http://doi.org/10.6345/NTNU202300371
論文種類: 學術論文
相關次數: 點閱:94下載:2
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • In this Ph.D. study, I examine the morphology and function of dermal denticles, both as single entities and as an interacting armour across sharks. Further, I explore the tempo and mode of denticle disparity on a macroevolutionary scale.
    In chapter 2, I use deep learning to objectively quantify denticle disparity and establish ten distinct morphogroups on which all my experiments are based. I further devised a protocol for studying the functional properties of the morphogroups, based on nanoindentation, electron probe micro-analysis, and computational fluid dynamics. The experiments yielded functional profiles relating mechanical properties, elemental composition, and swimming performance. I found seven of the ten morphogroups to include ridged denticles, reflecting the evolutionary success of this particular design. Further, I find that ridged denticles may have been key in a radiation event within the ground sharks (Carcharhiniformes) 166 MYA.
    In chapter 3, I redirect the focus back to the living, interacting sharks. Here, I expand the number of morphogroups from ten to 17 in order to fully appreciate denticle disparity across individual sharks. I apply our understanding of denticle functionality from Chapter 2, and find that each body region is equipped with a set of denticle morphogroups designed to mitigate the physical challenges related to its particular lifestyle. I conclude that denticles of the snout, and fin edge regions exhibit low disparity and relate a “general” function, similar across species. Whereas, denticles from the special, trunk, and fin surface regions display high disparity and express a “special” function linked to lifestyle.
    Future endeavours should focus on optimizing sampling strategies to include non-lethal methods, and compile all available data on an online database to facilitate and mitigate conservation management of unknown species involved in the illegal shark finning trade.

    TABLE OF CONTENTS ACKNOWLEDGEMENTS…………………………………………………………………...ii ABSTRACT…………………………………………………………………………………...v TABLE OF CONTENTS……………………………………………………………………..vi LIST OF TABLES……………………………………………………………………..….…..x LIST OF FIGURES…………………………………………………………………………xiii LIST OF MOVIES………………………………………………………………………..…xix Chapter 1 – General Introduction 1.1 What are dermal denticles? ……………………………………………………….………1 1.2 A history of dermal denticle research……………………………………………….…….1 1.3 Why study dermal denticles? …………………………………………………….……….2 1.4 Objectives…………………………………………………….……………………………3 1.5 Thesis outline…………………………………………………….………………………..4 Figures…………………………………………………….…………………………………...4 Chapter 2 – Sharks with Ridged Dermal Denticles Have a Higher Diversity 2.1 Abstract…………………………………………………….………………………..…….5 2.2 Introduction……………………………………………………...…….…………………..5 2.3 Materials and Methods……………………………………………..…………..….………7 2.3.1 Sample collection………………………………………….…………….………7 2.3.2 Scanning electron microscopy (SEM) ………………………………..…………8 2.3.3 Morpho-space construction with deep learning model…………....……….……8 2.3.4 Nanoindentation (NI) and electron probe microanalysis (EPMA)……………..10 2.3.5 Micro-CT…………………………………………………….…………...…….13 2.3.6 3D-models…………………………………………………….………….…….13 2.3.7 Computational fluid dynamics (CFD) …………………………………………14 2.3.8 Ancestral state reconstruction (ASR) ……………………….…………………15 2.3.9 Diversification rate analysis……………………………………………………15 2.3.10 Functional trait analysis ………………………………………………………17 2.4 Results…………………………………………………….…………….………………..18 2.4.1 Deep learning constructs the morpho-space of dermal denticles for delineating morphogroups …………..……………………………………………………………18 2.4.2 Ancestral state reconstruction and diversification rate of morphogroups…..….19 2.4.3 Form and function of dermal denticles…………………………………………21 2.4.3.1 Morphogroup 1, 3…………………………………………………………….22 2.4.3.2 Morphogroup 4, 5, 7………………………………………………………….22 2.4.3.3 Morphogroup 6, 8, 9, 10…...…………………………………………………23 2.5 Discussion…………………………………………………….…………………….……23 2.5.1 Evolutionary history of dermal denticles………………………………………23 2.5.2 The active swimmers (grps 1, 3-8)……………………………………………..25 2.5.3 The coral reef (grps 4, 5, 7)………………………………………………….…26 2.5.4 The deep sea (grps 6, 8, 9, 10)………………………………………………….27 Acknowledgements…………………………………………………….…………………….28 Figures…………………………………………………….………………………………….29 Supplementary Materials……………………………………………….…………….………34 Notes……………………………………………………………..…..……….………34 Figures…………………………………………………………….………….………45 Tables……………………………………………………………..………….………62 Chapter 3 - Dermal Denticles Provide a Spectrum of Functions Across the Shark 3.1 Abstract…………………………………………………….……………………….……64 3.2 Introduction……………………………………………………………………....………64 3.3 Materials and Methods…………………………………………………………...………66 3.3.1 Sample collection…………………………………………………...….………66 3.3.2 Scanning electron microscopy (SEM) …………………………………………66 3.3.3 Morphogroup formation…………………………………………….………….67 3.3.4 Micro-CT and 3D-models………………………………………...……………67 3.3.5 Principal component analysis (PCA) ………………………………….………68 3.4 Results…………………………………………………….……………..…………….…68 3.4.1 Denticles vary across the individual……………………………………………68 3.4.2 Denticles reflect lifestyle………………………………………….……………69 3.5 Discussion………………………………………………………………………………..70 3.5.1 Low disparity regions……………………………………………………..……70 3.5.1.1 The snout and fin edge regions…………….…………………………70 3.5.2 High disparity regions………………………………………………………….71 3.5.2.1 The special region (eyes, mouth, gills, claspers)……..………………71 3.5.2.2 The trunk and fin surface regions……………….……………………72 3.5.3 Denticles reflect lifestyle……………………………………………………….72 3.5.3.1 The active swimmer……………………………….…………………72 3.5.3.2 The deep sea……………………………………………………….…73 3.5.3.3 The benthic dweller……………………………………..……………74 3.5.3.4 Concluding remarks…………………………………….……………74 Acknowledgements……………………………………………………………….….………75 Figures…………………………………………………….…………………………….……76 Tables………………………………………………………………………………..……….79 Chapter 4 – General Discussion 4.1 Summary of findings………………………………………………….………….………80 4.2 Future directions………………………………………………………………….………80 References…………………………………………………………………...……….………82

    Almedeij, J. (2008). "Drag coefficient of flow around a sphere: Matching asymptotically the wide trend." Powder Technology 186(3): 218-223.

    Atkinson, C. J. L. and S. P. Collin (2012). "Structure and topographic distribution of oral denticles in elasmobranch fishes." Biological bulletin 222: 26-34.

    Bazilevs, Y., V. M. Calo, J. A. Cottrell, T. J. Hughes, A. Reali and G. Scovazzi (2007). "Variational multiscale residual-based turbulence modeling for large eddy simulation of incompressible flows." Computer methods in applied mechanics and engineering 197.1-4: 173-201.

    Bechert, D. and W. Reif (1985). On the Drag Reduction of the Shark Skin. 23rd Aerospace Sciences Meeting.

    Bengio, Y., A. Courville and P. Vincent (2014). Representation learning: a review and new perspectives. International conference on learning representation.

    Briggs, J. C. (2006). "Proximate sources of marine biodiversity." Journal of Biogeography 33(1): 1-10.

    Brooks, A. N. and T. J. R. Hughes (1982). "Streamline Upwind Petrov-Galerkin Formulations for Convection Dominated Flows with Particular Emphasis on the Incompressible Navier-Stokes Equations." Computer Methods in Applied Mechanics and Engineering 32(1-3): 199-259.

    Bushnell, D. M. (1991). "Drag Reduction in Nature." Annual Review of Fluid Mechanics 23: 65-79.

    Camhi, M. D., E. K. Pikitch and E. A. Babcock (2008). Sharks of the open ocean. Biology, fisheries & conservation., Blackwell Publishing.

    Chien, H. W., X. Y. Chen, W. P. Tsai and M. Lee (2020). "Inhibition of biofilm formation by rough shark skin-patterned surfaces." Colloids Surf B Biointerfaces 186: 110738.

    Claes, J. M. and J. Mallefet (2009). Bioluminescence of sharks: first synthesis. Bioluminescence in focus - a collection of illuminating essays. V. B. Meyer-Rochow: 51-65.

    Claes, J. M. and J. Mallefet (2010). "The lantern shark's light switch: turning shallow water crypsis into midwater camouflage." Biol Lett 6(5): 685-687.

    Claes, J. M., D. E. Nilsson, J. Mallefet and N. Straube (2015). "The presence of lateral photophores correlates with increased speciation in deep-sea bioluminescent sharks." R Soc Open Sci 2(7): 150219.

    Claes, J. M., D. E. Nilsson, N. Straube, S. P. Collin and J. Mallefet (2014). "Iso-luminance counterillumination drove bioluminescent shark radiation." Sci Rep 4: 4328.

    Clarke, A. and J. A. Crame (2003). The Importance of Historical Processes in Global Patterns of Diversity. Macroecology: Concepts and Consequences. T. M. Blackburn and K. J. Gaston. Oxford, Blackwell Science Ltd: 130-151.

    Compagno, L. J. V. (2002). Sharks of the world. An annotated and illustrated catalogue of sharks species known to date. Volume 2 - Bullhead, mackerel and carpet sharks (Heterodontiformes, Lamniformes and Orectolobiformes). F. F. a. A. O. o. t. U. Nations, FAO Species Catalogue for Fishery Purpose. 2: 278.

    Crooks, N., L. Babey, W. J. Haddon, A. C. Love and C. P. Waring (2013). "Sexual dimorphisms in the dermal denticles of the lesser-spotted catshark, Scyliorhinus canicula (Linnaeus, 1758)." PLoS One 8(10): e76887.

    Dahl, R. B., E. E. Sigsgaard, G. Mwangi, P. F. Thomsen, R. D. Jørgensen, F. d. O. Torquato, L. Olsen and P. R. Møller (2019). "The Sandy Zebra Shark: A New Color Morph of the Zebra Shark Stegostoma tigrinum, with a Redescription of the Species and a Revision of Its Nomenclature." Copeia 107(3).

    Dean, B. and B. Bhushan (2010). "Shark-skin surfaces for fluid-drag reduction in turbulent flow: a review." Philosophical Transaction of the Royal Society A(368): 4775-4806.

    Diaz, S., J. Kattge, J. H. Cornelissen, I. J. Wright, S. Lavorel, S. Dray, B. Reu, M. Kleyer, C. Wirth, I. C. Prentice, E. Garnier, G. Bonisch, M. Westoby, H. Poorter, P. B. Reich, A. T. Moles, J. Dickie, A. N. Gillison, A. E. Zanne, J. Chave, S. J. Wright, S. N. Sheremet'ev, H. Jactel, C. Baraloto, B. Cerabolini, S. Pierce, B. Shipley, D. Kirkup, F. Casanoves, J. S. Joswig, A. Gunther, V. Falczuk, N. Ruger, M. D. Mahecha and L. D. Gorne (2016). "The global spectrum of plant form and function." Nature 529(7585): 167-171.

    Diez, G., M. Soto and J. M. Blanco (2015). "Biological characterization of the skin of shortfin mako shark Isurus oxyrinchus and preliminary study of the hydrodynamic behaviour through computational fluid dynamics." J Fish Biol 87(1): 123-137.

    Dillon, E. M., R. D. Norris and A. O’Dea (2017). "Dermal denticles as a tool to reconstruct shark communities." Marine Ecology Progress Series 566: 117-134.

    Donoghue, P. C. (2002). "Evolution of development of the vertebrate dermal and oral skeleton: unraveling concepts, regulatory theories, and homologies." Palaeontology 28(4): 474-507.

    Donoghue, P. C. and M. Rucklin (2016). "The ins and outs of the evolutionary origin of teeth." Evol Dev 18(1): 19-30.

    Dray, S. and A.-B. Dufour (2007). "The ade4 package: implementing the Duality Diagram for ecologist." Journal of Statistical Software 22(4).

    Du Clos, K. T., A. Lang, S. Devey, P. J. Motta, M. L. Habegger and B. J. Gemmell (2018). "Passive bristling of mako shark scales in reversing flows." Journal of the Royal Society Interface.

    Duong, T. (2007). "ks: kernel density estimation and kernal discriminant analysis for multivariate data in R." Journal of Statistical Software 21(7).

    Duong, T. and M. L. Hazelton (2003). "Plug-in bandwidth matrices for bivariate kernel density estimation." Nonparametric Statistics 15: 17-30.

    Ebert, D. A., M. Dando and S. Fowler (2021). Sharks of the world - A complete guide, Princeton University Press.

    Erwin, D. H. (1990). "The End-Permian mass extinction." Annual Review of Ecology, Evolution and Systematics 21: 69-91.

    Erwin, D. H. (2015). "Novelty and innovation in the history of life." Current Biology 25: R930-R940.

    Ferrón, H. G., M. V. Paredes-Aliaga, C. Martínez-Pérez and H. Botella (2018). "Bioluminescent-like squamation in the galeomorph shark Apristurus ampliceps (Chondrichthyes: Elasmobranchii)." Contributions to Zoology 87(3): 187-196.

    Franca, L. P. and S. L. Frey (1992). "Stabilized Finite Element Methods: II. The Incompressible Navier-Stokes Equations." Computer Methods in Applied Mechanics and Engineering 99: 209-233.

    Froese, R. a. D. P. (2022, 02/2022). "Fishbase." from https://www.fishbase.se/search.php.

    García-Mayoral, R. and J. Jiménez (2011). "Drag reduction by riblets." Philosophical Transaction of the Royal Society A(369): 1412-1427.

    Gerber, G. B., G. Gerber and K. I. Altman (1960). "Electric sensitivity of the ampullæ of Lorenzini." Nature 4741: 957.

    Harrison, J., A. J. Melville, J. S. Forsythe, B. C. Muddle, A. O. Trounson, K. A. Gross and R. Mollard (2004). "Sintered hydroxyfluorapatites--IV: The effect of fluoride substitutions upon colonisation of hydroxyapatites by mouse embryonic stem cells." Biomaterials 25(20): 4977-4986.

    Heritage, S. (2021). "MBASR: Workflow-simplified ancestral state reconstruction of discrete traits with MrBayes in the R environment." bioRxiv.

    Hertwig, O. (1874). "Über den bau der placoidschuppen und der zähne der selachier." Jenaische Z. Naturwiss. N. F. 1: 331-404.

    Hou, Z. and S. Li (2018). "Tethyan changes shaped aquatic diversification." Biol Rev Camb Philos Soc 93(2): 874-896.

    Hughes, T. J. (2012). "The Finite Element Method: Linear Static and Dynamic Finite Element Analysis." Courier Corporation.

    Hughes, T. J., G. R. Feijóo, L. Mazzei and J.-B. Quincy (1998). "The Variational Multiscale Method—A Paradigm for Computational Mechanics." Computer Methods in Applied Mechanics and Engineering 166(1-2): 3-24.

    Hughes, T. J., L. P. Franca and M. Mallet (1986). "A New Finite Element Formulation for Computational Fluid Dynamics: I. Symmetric Forms of The Compressible Euler and Navier-Stokes Equations and The Scond Law of Thermodynamics." Computer Methods in Applied Mechanics and Engineering 54: 223-243.

    Hughes, T. J., L. Mazzei and K. E. Jansen (1998). "The variational multiscale method—a paradigm for computational mechanics." Computer methods in applied mechanics and engineering 166.1-2: 3-24.

    Hughes, T. J., L. Mazzei and K. E. Jansen (2000). "Large eddy simulation and the variational multiscale method." Computing and visualization in science 3.1: 47-59.

    Iglésias, S. P., K. Nakaya and M. Stehmann (2004). "Apristurus melanoaspe, a new species of deep-water catshark from the North Atlantic (Chondrichthyes: Carcharhiniformes: Scyliorhinidae)." Cybium 28(4): 345-356.

    Iizuka, Y. (2012). "Electron microprobe study of otolith: migratory behaviour and habitat of three major temperate species of eels." JEOL News 47(1).

    Ingram, T. (2011). "Speciation along a depth gradient in a marine adaptive radiation." Proc Biol Sci 278(1705): 613-618.

    Kaiming, H., X. Zhang, S. Ren and J. Sun (2015). "Deep residual learning for image recognition."

    Kamensky, D. (2021). "Open-source immersogeometric analysis of fluid–structure interaction using FeniCS and tIGAr." Computers & Mathematics with Applications 81: 634-648.

    Kingma, D. P. and M. Welling (2019). "An introduction to variational autoencoders." Foundations and Trends in Machine Learning 12(4): 307-392.

    Klaatsch, H. (1890). "Zur morphologie der fischschuppen und die geschichte der hartsubstanzgewebe." Morphol. Jahrb. Leipzig 16: 97-202, 209-258.

    Labonte, D., A. K. Lenz and M. L. Oyen (2017). "On the relationship between indentation hardness and modulus, and the damage resistance of biological materials." Acta Biomater 57: 373-383.

    Lang, A. W., P. Motta, P. Hidalgo and M. Westcott (2008). "Bristled shark skin: a microgeometry for boundary layer control?" Bioinspir Biomim 3(4): 046005.

    Lauder, G. V. and V. Di Santo (2015). Swimming Mechanics and Energetics of Elasmobranch Fishes. Physiology of Elasmobranch Fishes: Structure and Interaction with Environment: 219-253.

    Lin, M.-C. and C.-F. Dai (1996). "Drag, Morphology and Mechanical Properties of Three Species of Octocorals." Journal of Experimental Biology and Ecology 201: 13-22.

    Logg, A., K.-A. Mardal and G. N. Wells (2012). Automated solution of differential equations by the finite element method: The FeniCS book, Springer Science & Business Media.

    Lourtie, A., L. Duchatelet, N. Straube, N. Puozzo, M. A. Grace, G. J. P. Naylor and J. Delroisse (2022). "Placoid scales in bioluminescent sharks: Scaling their evolution using morphology and elemental composition." Frontiers in Marine Science 9.

    Maliet, O., F. Hartig and H. Morlon (2019). "A model with many small shifts for estimating species-specific diversification rates." Nature Ecology & Evolution 3: 1086-1092.

    Martini, S. and S. H. Haddock (2017). "Quantification of bioluminescence from the surface to the deep sea demonstrates its predominance as an ecological trait." Sci Rep 7: 45750.

    Meyer, A. L. and J. J. Wiens (2018). "Estimating diversification rates for higher taxa: BAMM can give problematic estimates of rates and rate shifts." Evolution 72(1): 39-53.

    Meyer, W. and U. Seegers (2012). "Basics of skin structure and function in elasmobranchs: a review." J Fish Biol 80(5): 1940-1967.

    Muños-Chápuli, R. and F. Ramos (1989). "Morphological comparison of Squalus blainvillei and S. megalops in the Eastern Atlantic, with notes on the genus." Japanese Journal of Ichthyology 36(1).

    Munson, B. R., T. H. Okiishi, W. W. Huebsch and A. P. Rothmayer (2013). "Fluid mechanics." Singapore: Wiley: 271-274.

    Oeffner, J. and G. V. Lauder (2012). "The hydrodynamic function of shark skin and two biomimetic applications." J Exp Biol 215(Pt 5): 785-795.

    Ørvig, T. (1977). A survey of odontodes (´dermal teeth´) from developmental, structural functional, and phyletic points of view. Problems in vertebrate evolution.

    S. M. Andrews, R. S. Miles and A. D. Walker. London, Linnean Soc. Symp.: 53-75.
    Patricia, F.-W., D. Guzman, B. Iñigo, I. Urtzi, B. J. Maria and S. Manu (2019).

    "Morphological Characterization and Hydrodynamic Behavior of Shortfin Mako Shark (Isurus oxyrinchus) Dorsal Fin Denticles." Journal of Bionic Engineering 16(4): 730-741.

    Rabosky, D. L., M. Grundler, C. Anderson, P. Title, J. J. Shi, J. W. Brown, H. Huang, J. G. Larson and S. Kembel (2014). "BAMMtools: an R package for the analysis of evolutionary dynamics on phylogenetic trees." Methods in Ecology and Evolution 5(7): 701-707.

    Radcliffe, L. (1917). "Notes on the Taxonomic Value of Dermal Denticles and Teeth in Identifying Sharks." Copeia(42): 25-36.

    Rangel, B. d. S., A. P. Ciena, N. Wosnick, A. F. de Amorim, J. R. Kfoury Junior and R. E. G. Rici (2016). "Ecomorphology of oral papillae and denticles of Zapteryx brevirostris (Chondrichthyes, Rhinobatidae)." Zoomorphology 135(2): 189-195.

    Raschi, W. G. and J. A. Musick (1984). Hydrodynamic aspect of shark scales. Special report in applied marine science and ocean engineering. Virginia Institute of Marine Science, College of William and Mary.

    Raup, D. M. (1979). "Size of the Permo-Triassic bottleneck and its evolutionary implications." Science 206(4415): 217-218.

    Reif, W.-E. (1985). "Squamation and ecology of sharks."

    Reif, W. E. (1982). "Hydrodynamics of the squamation in fast swimming sharks." Neues Jahrbuch für Geologie und Paläontologie-Abhandlungen 164: 184-187.

    Reif, W. E. (1982). "Morphogenesis and function of the squamation in sharks." Neues Jahrbuch für Geologie und Paläontologie-Abhandlungen 164: 172-183.

    Reif, W. E. (1985). "Functions of scales and photophores in mesopelagic luminescent sharks." Acta Zoologica (Stockh.) 66(2): 111-118.

    Revell, L. J. (2012). "phytools: an R package for phylogenetic comparative biology (and other things)." Methods in Ecology and Evolution 3(2): 217-223.

    Sansom, I. J., M. P. Smith, M. M. Smith and P. Turner (1997). "Astrapis. The Anatomy and Histology of an Ordovician Fish." Palaeontology 40: 625-643.

    Scotese, C. R. (2017). Atlas of Ancient Oceans and Continents: Plate Tectonics during the Last 1.5 billion years, PALEOMAP Project. Evanston, IL: 21.

    Scotese, C. R. and J. D. Scotese. (2006). "Plate Tectonic Evolution of North Atlantic PALEOMAP Project." from https://youtube/16EIC83xcQk.

    Shakib, F., T. J. R. Hughes and Z. Johan (1991). "A New Finite-Element Formulation for Computational Fluid-Dynamics: X. The Compressible Euler and Navier-Stokes Equations." Computer Methods in Applied Mechanics and Engineering 89(1-3): 141-219.

    Shirai, S. and K. Nakaya (1992). "Functional morphology of feeding apparatus of the cookie-cutter shark, Isistius brasiliensis (Elasmobranchii, Dalatiinae)." Zoological science 9: 811-821.

    Sibert, E. C. and L. D. Rubin (2021). "An early Miocene extinction in pelagic sharks." Science 372: 1105-1107.

    Soares, K. D. A. and M. R. de Carvalho (2019). "The catshark genus Scyliorhinus (Chondrichthyes: Carcharhiniformes: Scyliorhinidae): taxonomy, morphology and distribution." Zootaxa 1: 001-147.

    Sorenson, L., F. Santini and M. E. Alfaro (2014). "The effect of habitat on modern shark diversification." J Evol Biol 27(8): 1536-1548.

    Southall, E. J. and D. W. Sims (2003). "Shark skin: a function in feeding." Proc Biol Sci 270 Suppl 1: S47-49.

    Stein, R. W., C. G. Mull, T. S. Kuhn, N. C. Aschliman, L. N. K. Davidson, J. B. Joy, G. J. Smith, N. K. Dulvy and A. O. Mooers (2018). "Global priorities for conserving the evolutionary history of sharks, rays and chimaeras." Nat Ecol Evol 2(2): 288-298.
    Steinhard, O. I. (1903). "Über placoidschuppen in der mund- und rachenhöhle der plagiostomen." Arch. Naturgesch 69: 1-46.

    Stensiö, E. A. (1961). Permian vertebrates. Geology of the Arctic. R. G. O, University of Toronto Press. 1: 231-247.

    Stepkoski, J. J. (1984). "A kinetic model of Phanerozoic taxonomic diversity. III. Post-Paleozoic families and mass extinctions." Paleobiology 10(2): 246-267.

    Straube, N., S. P. Iglesias, D. Y. Sellos, J. Kriwet and U. K. Schliewen (2010). "Molecular phylogeny and node time estimation of bioluminescent Lantern Sharks (Elasmobranchii: Etmopteridae)." Mol Phylogenet Evol 56(3): 905-917.

    Sullivan, T. and F. Regan (2011). "The characterization, replication and testing of dermal denticles of Scyliorhinus canicula for physical mechanisms of biofouling prevention." Bioinspir Biomim 6(4): 046001.

    Takagi, S., H. Liao and L. C. Chow (2000). "Effect of tooth-bound fluoride on enamel demineralization/remineralization in vitro." Caries Research 34: 281-288.

    Tanaka, S., T. Kitamura and H. Nakano (2002). "Identification of shark species by SEM observation of denticle of shark fins." Col. Vol. Sci. Pap. ICCAT 54(4).

    Taniuchi, T. and J. A. F. Garrick (1986). "A new species of Scymnodalatias from the Southern Oceans, and comments on other Squaliform sharks." Japanese Journal of Ichthyology 33(2).

    Team, R. C. (2022). R: A language and environment for statistical computing
    . R Foundation for Statistical Computing, Vienna, Austria.

    Tezduyar, T. E. (2003). "Computation of Moving Boundaries and Interfaces and Stabilization Parameters." International Journal for Numerical Methods in Fluids 43(5): 555-575.

    Tonolini, F., B. S. Jensen and R. Murray-Smith (2019). "Variational Sparse Coding."

    Tonolini, F., B. S. Jensen and R. Murray-Smith (2020). Variational Sparse Coding. Proceedings of The 35th Uncertainty in Artificial Intelligence Conference. P. A. Ryan and G. Vibhav. Proceedings of Machine Learning Research, PMLR. 115: 690--700.
    Wand, M. P. and M. C. Jones (1995). Kernel smoothing.

    Weigmann, S., M. F. W. Stehmann and R. Thiel (2014). "Contributions to the taxonomy and distribution of Pristiophorus nancyae (Elasmobranchii: Pristiophoriformes) from the deep western Indian Ocean." Marine Biodiversity 44: 189-202.

    White, W. T., S. Arunrugstichai and G. J. Naylor (2021). "Revision of the genus Mustelus (Carcharhiniformes: Triakidae) in the northern Indian Ocean, with description of a new species and a discussion on the validity of M. walkeri and M. ravidus." Marine Biodiversity 51(42): 1-24.

    下載圖示
    QR CODE