@article{7f17b648ff384434b5436b72360a0d17,
title = "Emergent patterns of patchiness differ between physical and planktonic properties in the ocean",
abstract = "While a rich history of patchiness research has explored spatial structure in the ocean, there is no consensus over the controls on biological patchiness and how physical-ecological-biogeochemical processes and patchiness relate. The prevailing thought is that physics structures biology, but this has not been tested at basin scale with consistent in situ measurements. Here we use the slope of the relationship between variance vs spatial scale to quantify patchiness and ~650,000 nearly continuous (dx ~ 200 m) measurements - representing the Atlantic, Pacific, and Southern Oceans - and find that patchiness of biological parameters and physical parameters are uncorrelated. We show variance slope is an emergent property with unique patterns in biogeochemical properties distinct from physical tracers, yet correlated with other biological tracers. These results provide context for decades of observations with different interpretations, suggest the use of spatial tests of biogeochemical model parameterizations, and open the way for studies into processes regulating the observed patterns.",
author = "{Mission Microbiomes AtlantECO} and {Tara Pacific Consortium} and Gray, {Patrick Clifton} and Emmanuel Boss and Guillaume Bourdin and T. Linkowski and S. Pesant and S. Sanchez and R. Troubl{\'e} and R. Laxenaire and P. Wincker and M. Moll and L. Guidi and J. Schramm and F. Lombard and E. Mayeux and E. Petit and E. Boss and E. Catafort and D. Couet and D. Ludicone and {de Vargas}, C. and C. Moulin and C. Bowler and A. Bourdais and D. Zoccola and T. Zamoum and A. Zahed and Voolstra, {C. R.} and R. Vega-Thunder and A. Vardi and Thomas, {O. P.} and S. Sunagawa and Sullivan, {M. B.} and G. Salazar and Ruscheweyh, {H. J.} and A. Rouan and E. Rottinger and S. Romac and S. Reynaud and M. Pujo-Pay and J. Poulain and C. Pogoreutz and Pedrotti, {M. L.} and A. Ottaviani and B. Noel and Y. Mucherie and D. Monmarche and M. Trainic and R. McMind and D. Marie and Y. Lin and R. Lemee and J. L{\^e}-Hoang and J. Lancelot and K. Labadie and I. Koren and Kelly, {R. L.} and L. Karp-Boss and G. Iwankow and C. Hochart and M. Hertau and N. Henry and N. Ha{\"e}ntjens and M. Guinther and G. Gorsky and E. Gilson and Ghiglione, {J. F.} and P. Furla and R. Friedrich and D. Forcioli and J. Du and {Dominguez Herta}, G. and Dolan, {J. R.} and J. Fil{\'e}e and G. Reverdin and Cohen, {N. R.} and John, {S. G.} and N. Cassar and M. Miguel-Gordo and Q. Carradec and E. Bourgois and G. Bourdin and E. Bonnival and G. Klinges and E. Boissin and E. Beraud and C. Belser and Barbe and B. Banaig and Aury, {J. M.} and E. Armstrong and Cronin, {D. R.} and {da Silva}, O. and Y. Kitano and S. Agostini and E. Douville and Galand, {P. E.} and P. Conan and N. Lang-Yona and Flores, {J. M.} and L. Paoli",
note = "Publisher Copyright: {\textcopyright} The Author(s) 2025.",
year = "2025",
month = dec,
doi = "10.1038/s41467-025-56794-x",
language = "English",
volume = "16",
journal = "Nature Communications",
issn = "2041-1723",
number = "1",
}