TY - JOUR
T1 - Emergent patterns of patchiness differ between physical and planktonic properties in the ocean
AU - Mission Microbiomes AtlantECO
AU - Tara Pacific Consortium
AU - Gray, Patrick Clifton
AU - Boss, Emmanuel
AU - Bourdin, Guillaume
AU - Linkowski, T.
AU - Pesant, S.
AU - Sanchez, S.
AU - Troublé, R.
AU - Laxenaire, R.
AU - Wincker, P.
AU - Moll, M.
AU - Guidi, L.
AU - Schramm, J.
AU - Lombard, F.
AU - Mayeux, E.
AU - Petit, E.
AU - Boss, E.
AU - Catafort, E.
AU - Couet, D.
AU - Ludicone, D.
AU - de Vargas, C.
AU - Moulin, C.
AU - Bowler, C.
AU - Bourdais, A.
AU - Zoccola, D.
AU - Zamoum, T.
AU - Zahed, A.
AU - Voolstra, C. R.
AU - Vega-Thunder, R.
AU - Vardi, A.
AU - Thomas, O. P.
AU - Sunagawa, S.
AU - Sullivan, M. B.
AU - Salazar, G.
AU - Ruscheweyh, H. J.
AU - Rouan, A.
AU - Rottinger, E.
AU - Romac, S.
AU - Reynaud, S.
AU - Pujo-Pay, M.
AU - Poulain, J.
AU - Pogoreutz, C.
AU - Pedrotti, M. L.
AU - Ottaviani, A.
AU - Noel, B.
AU - Mucherie, Y.
AU - Monmarche, D.
AU - Trainic, M.
AU - McMind, R.
AU - Marie, D.
AU - Lehahn, Yoav
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/2/20
Y1 - 2025/2/20
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85218487337&partnerID=8YFLogxK
U2 - 10.1038/s41467-025-56794-x
DO - 10.1038/s41467-025-56794-x
M3 - Article
C2 - 39979274
AN - SCOPUS:85218487337
SN - 2041-1723
VL - 16
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 1808
ER -