TY - JOUR
T1 - Prevalence of exponential bed thickness distributions in the stratigraphic record
T2 - Experiments and theory
AU - Straub, Kyle M.
AU - Ganti, Vamsi
AU - Paola, Chris
AU - Foufoula-Georgiou, Efi
PY - 2012/6/1
Y1 - 2012/6/1
N2 - Stratigraphy preserved in alluvial basins holds important information for reconstructing past environmental conditions via inversion methodologies. In this paper we explore, through the use of physical and numerical experiments, the forward problem, that is, we quantify how the probabilistic structure of the processes that govern the evolution of depositional systems relates to the probability distribution of the preserved bed thicknesses. We demonstrate that the extreme variability, as evidenced by heavy-tailed distribution of the surface elevation increments, largely cancels itself out in the resulting stratigraphy. Specifically, we show that bed thickness is well described by an exponential distribution even when erosional and depositional increments characterizing the surface evolution exhibit heavy-tailed statistics, i.e., large, infrequent events have a significant chance of occurrence. We attribute this finding to the symmetric nature of the distribution of elevation increments (both erosional and depositional events) and the additive nature of the stratigraphic filter. We also show that the variability of surface elevation increments, as measured by the interquartile range of their probability distribution, has a robust and well-defined relationship with the preserved mean bed thickness.
AB - Stratigraphy preserved in alluvial basins holds important information for reconstructing past environmental conditions via inversion methodologies. In this paper we explore, through the use of physical and numerical experiments, the forward problem, that is, we quantify how the probabilistic structure of the processes that govern the evolution of depositional systems relates to the probability distribution of the preserved bed thicknesses. We demonstrate that the extreme variability, as evidenced by heavy-tailed distribution of the surface elevation increments, largely cancels itself out in the resulting stratigraphy. Specifically, we show that bed thickness is well described by an exponential distribution even when erosional and depositional increments characterizing the surface evolution exhibit heavy-tailed statistics, i.e., large, infrequent events have a significant chance of occurrence. We attribute this finding to the symmetric nature of the distribution of elevation increments (both erosional and depositional events) and the additive nature of the stratigraphic filter. We also show that the variability of surface elevation increments, as measured by the interquartile range of their probability distribution, has a robust and well-defined relationship with the preserved mean bed thickness.
UR - https://www.scopus.com/pages/publications/84859703226
UR - https://www.scopus.com/inward/citedby.url?scp=84859703226&partnerID=8YFLogxK
U2 - 10.1029/2011JF002034
DO - 10.1029/2011JF002034
M3 - Article
AN - SCOPUS:84859703226
SN - 2169-9003
VL - 117
JO - Journal of Geophysical Research: Earth Surface
JF - Journal of Geophysical Research: Earth Surface
IS - 2
M1 - F02003
ER -