{ "cells": [ { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "# Salt polygons are caused by convection\n", "Authors: _Jana Lasser (1, 2, 3), Joanna M. Nield (4), Marcel Ernst (1), Volker Karius (5), Giles F.S. Wiggs (6), Lucas Goehring (7)_\n", "1. [Max Planck Institute for Dynamics and Self-Organization Göttingen](https://www.ds.mpg.de/) \n", "2. [Complexity Science Hub Vienna](https://www.csh.ac.at/)\n", "3. [Medical University Vienna, Center for Medical Statistics, Informatics and Intelligent Systems](https://cemsiis.meduniwien.ac.at/en/)\n", "4. [Geography and Environmental Science, University of Southampton](https://www.southampton.ac.uk/geography/index.page)\n", "5. [Geowissenschaftliches Zentrum, Georg-August-University](http://www.uni-goettingen.de/en/125309.html)\n", "6. [Aeolian Geomorphology, University of Oxford](https://www.geog.ox.ac.uk/)\n", "7. [School of Science and Technology, Nottingham Trent University](https://www.ntu.ac.uk/study-and-courses/academic-schools/science-and-technology)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "### Table of contents \n", "* [Abstract](#abstract) \n", "* [Introduction](#introduction) \n", " * [Figure 1: Typical salt polygon patterns](#figure_1)\n", "* [Model of subsurface convection](#model-of-subsurface-convection) \n", " * [Figure 2: Model of subsurface convection](#figure_2)\n", " * [Figure 3: Neutral stability & most unstable mode from theory](#figure_3)\n", "* [Instability and scale selection](#instability-and-scale-selection) \n", " * [Figure 4: Surface pattern scan](#figure_4)\n", " * [Figure 5: Pattern length scales from field, experiment, simulations\n", " and theory (interactive!)](#figure_5)\n", " * [Figure 6: Plume wavelength in simulations](#figure_6)\n", " * [Figure 7: Plume wavelength in experiments](#figure_7)\n", "* [Direct evidence for convection](#direct-evidence-for-convection)\n", " * [Figure 8: Subsurface salt concentration in the field](#figure_8)\n", " * [TLS scans of sites T27-S and T32-1-L1 P3](#TLS_scans)\n", " * [Horizontally averaged salinity distribution](#horizontally_averaged_salinity_distribution)\n", " * [Subsurface salinity distribution](#subsurface_salinity_distribution)\n", "* [Discussion and conclusion](#discussion-and-conclusion) \n", "* [Methods](#methods) \n", " * [Field](#field) \n", " * [Experimental](#experimental) \n", " * [Numerical simulation](#numerical-simulation) \n", "* [Supplementary information](#supplementary-information)\n", " * [Field site measurements](#field_site_measurements)\n", " * [Field site GPS locations](#field_site_GPS_locations)\n", " * [Map of the field sites at Owens Lake](#figure_9)\n", " * [Map of the field sites at Badwater Basin](#figure_10)\n", "* [References](#references)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "### Abstract \n", "_From fairy circles to patterned ground and columnar joints, natural patterns spontaneously appear in many complex geophysical settings. Here, we shed light on the origins of polygonally patterned crusts of salt playa and salt pans. These beautifully regular features, approximately a meter in diameter, are found worldwide and are fundamentally important to the transport of salt and dust in arid regions. We show that they are consistent with the surface expression of buoyancy-driven convection in the porous soil beneath a salt crust. By combining quantitative results from direct field observations, analogue experiments, linear stability theory, and numerical\n", "simulations, we further determine the conditions under which salt polygons should form, as well as how their characteristic size emerges._" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "## Introduction \n", "Salt deserts are amongst the most inhospitable places of our planet. Their otherworldly shapes inspire the imagination (e.g. [Star Wars desert planet Crait](https://starwars.fandom.com/wiki/Crait), or the [million tourists annually visiting Death Valley](https://irma.nps.gov/Stats/Reports/Park/DEVA), and are an important drive of climate processes [[1](https://doi.org/10.1016/0169-555X(95)00104-D)]. The immediately prominent feature of such landscapes ([Fig. 1](#figure1)) is a characteristic tiling of polygons, formed by ridges in the salt-encrusted surface. These patterns decorate salt pans around the world, including Salar de Uyuni in Chile, Chott el Djerid in Tunisia [[2](https://doi.org/10.1111/j.1365-3121.1994.tb00512.x)], Badwater Basin in California and the periphery of the Dead Sea -- always expressing the same size of about one meter.\n", "\n", "Salt crusts are dynamic over months to years [[3](https://doi.org/10.1111/j.1365-3091.1985.tb00478.x), [4](https://doi.org/10.1016/j.jaridenv.2011.11.031), [5](https://doi.org/10.1002/2013JD020632), [6](https://doi.org/10.1130/G36175.1)], and couple to other environmental processes. Wind over crust creates dust, the emission of which forms a significant proportion of the Earth's global atmospheric dust production [[1](https://doi.org/10.1016/0169-555X(95)00104-D), [7](https://doi.org/10.1029/2000rg000095)] and of mineral transport to the oceans [[8](https://doi.org/10.1029/1999gb900059)]. As one example, dust from the surface of the dry Owens Lake has posed a major health problem for people living downwind of the lake [[9](https://doi.org/10.1002/(sici)1096-9837(199607)21:7<621::aid-esp661>3.0.co;2-e), [10](https://doi.org/https://doi.org/10.1016/S0168-583X(01)01044-8)], and the site is the centre of a decades-long, intense remediation effort. Salt crusts also modify evaporation and heat flux from the playa surface [[11](https://doi.org/10.1016/s0034-4257(02)00053-6)], and hence the critical water and energy balances of fragile environments. \n", "\n", "Research on salt pans has typically focused on either the dynamics of their complex subsurface flows [[12](https://doi.org/10.1017/s0022112060001031), [13](https://doi.org/10.1002/aic.690220121), [14](https://doi.org/10.1029/96WR03533), [15](https://doi.org/10.1029/2005wr004377), [16](https://10.1029/2008GL036906)] or their crusts, without considering how these features could interact. Crust patterns have been attributed to buckling or wrinkling as expanding areas of crust collide [[17](https://doi.org/10.1126/science.139.3555.607), [18](https://www.osti.gov/biblio/5573204-eolian-dune-interdune-sand-sheet-siliciclastic-sabkha-sediments-offshore-prograding-sand-sea-dhahran-area-saudi-arabia), [3](https://doi.org/10.1111/j.1365-3091.1985.tb00478.x)], or to surface cracks [[19](https://books.google.at/books/about/A_geomorphological_and_paleoclimatologic.html?id=DuA_AAAAIAAJ&redir_esc=y), [20](https://link.springer.com/book/10.1007/978-1-4020-5719-9), [21](https://doi.org/10.1306/212F7DA6-2B24-11D7-8648000102C1865D), [22](https://doi.org/10.1016/0031-0182(88)90056-9), [4](https://doi.org/10.1016/j.jaridenv.2011.11.031)]. For example, a model of crust patterns developing from contraction cracks in mud is given by [Krinsley](https://books.google.at/books/abou/A_geomorphological_and_paleoclimatologic.html?id=DuA_AAAAIAAJ&redir_esc=y) whereas [Christiansen](https://doi.org/10.1126/science.139.3555.607) provides a quantitative model based on buckling, and most subsequent discussion reiterates these ideas. However, for such mechanical instabilities the expected feature size is a few times the thickness of the cracking [[19](https://books.google.at/books/abou/A_geomorphological_and_paleoclimatologic.html?id=DuA_AAAAIAAJ&redir_esc=y), [23](https://iopscience.iop.org/article/10.1209/0295-5075/25/6/004/meta), [24](https://doi.org/10.1103/PhysRevE.61.6950), [25](https://doi.org/10.1103/PhysRevE.61.6950)], or buckling [[26](https://doi.org/10.1038/30193), [27](https://doi.org/10.1039/C2SM00011C)] layer. As well, buckling is known to favour parallel wrinkles rather than closed polygons [[26](https://doi.org/10.1038/30193), [27](https://doi.org/10.1039/C2SM00011C)]. Salt playa crusts vary in thickness from sub-centimeter to meters [[19](https://books.google.at/books/about/A_geomorphological_and_paleoclimatologic.html?id=DuA_AAAAIAAJ&redir_esc=y), [3](https://doi.org/10.1111/j.1365-3091.1985.tb00478.x), [4](https://doi.org/10.1016/j.jaridenv.2011.11.031)], which cannot itself explain the consistent polygon diameters of 1--2$\\,$m. Similarly, there is no clear reason why preexisting mud-cracks, surface roughness or other heterogeneities would appear worldwide at the same length-scale and arrangement. For example, at Owens Lake we observed crusts 1--20 cm thick, desiccation cracks in crust-free mud of $\\sim$10 cm spacing and intermittent buckling of crust (see Supplemental Movie) with wavelengths of $\\sim$2 cm and parallel rather than polygonal features. While salt precipitation may take advantage of any such pre-existing surface structures, none of these can adequately explain the patterns and scales observed in the crust polygons.\n", "\n", "Here we show that by instead considering the surface of a salt playa jointly with its subsurface flows, the origins, dynamics, length-scale and shape of the polygonal patterns in salt crusts can be apprehended. Specifically, by combining theoretical analysis, numerical simulations, analogue experiments and field observations, we show that density-driven convective dynamics will lead to heterogeneity in the horizontal salinity distribution of evaporating groundwater, at the same scale as the observed polygons. These convective cells can act to template the position of polygons, setting their size and shape. For example, we will show how salt ridges should naturally develop over descending plumes of dense salty groundwater, where faster salt precipitation will be expected, and demonstrate such co-location in the field.\n", "\n", "The salt polygons at Owens Lake ([Fig. 1](#figure1) **B**) have a typical pattern in a well-studied and controlled landscape; their summary also introduces our modelling assumptions and main field site.\n", "This dry, terminal saline lake has an aquifer that extends from the near-surface to $>$150$\\,$m depth [[28](https://doi.org/10.1016/j.jhydrol.2003.08.019)]. \n", "The groundwater carries dissolved salts [[29](https://doi.org/https://doi.org/10.1016/j.chemgeo.2005.11.001), [10](https://doi.org/https://doi.org/10.1016/S0168-583X(01)01044-8)], which collect in an evaporite pan of about 300 km$^2$ [[1](https://doi.org/10.1016/0169-555X(95)00104-D), [28](https://doi.org/10.1016/j.jhydrol.2003.08.019)]. Efforts to control dust emission from the lake-bed involve shallow flooding [[30](http://dx.doi.org/10.4236/ojmh.2013.34028)], vegetation [[31](https://doi.org/10.1002/(SICI)1096-9837(199801)23:1%3C69::AID-ESP823%3E3.0.CO;2-G)], gravel cover and crust growth [[32](https://doi.org/10.1016/j.jhydrol.2010.08.010)]. As shown in the online supplementary movie S1, after a flooding event the soil is saturated with water, which evaporates leaving behind salts that crystallize into a continuous crust, covered by a network of ridges. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 1: Typical salt polygon patterns " ] }, { "cell_type": "markdown", "metadata": { "tags": [ "figure" ] }, "source": [ "![polygons](images/polygons.png)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "**Figure 1**: _Typical salt polygon patterns at **A**, **C** Badwater Basin in Death Valley and **B**, Owens Lake, California (image **A** courtesy Sarah Marino)._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "## Model of subsurface convection \n", "We consider the coupling of surface salt patterns to subsurface flows, as visualised in [Fig. 2](#figure2). Specifically, we treat fluid and salt transport in a saturated porous medium, driven by surface evaporation and fed from below by a reservoir of water with some background salinity. The aquifer is deep, compared to the diameter of the salt polygons, and any corresponding near-surface dynamics. This system will naturally develop a salinity gradient below the surface, which can become unstable to convective overturning [[13](https://doi.org/10.1002/aic.690220121), [14](https://doi.org/10.1029/96WR03533), [15](https://doi.org/10.1029/2005wr004377), [16](https://10.1029/2008GL036906)]. To determine whether field conditions will support such a buoyancy-driven convective instability, we start from mass and momentum balances, as are used to describe thermal [[13](https://doi.org/10.1002/aic.690220121)] or solutal [[15](https://doi.org/10.1029/2005wr004377), [33](https://doi.org/10.1017/jfm.2013.673)] convection in porous media. We then perform a linear stability analysis to give the criteria for convection, and will confirm this instability via simulations, experiments and field observations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 2: Model of subsurface convection " ] }, { "cell_type": "markdown", "metadata": { "tags": [ "figure" ] }, "source": [ "![model_sketch](images/model-sketch.png)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "**Figure 2**: _Proposed dynamics of patterned salt crusts. Evaporation leaves the near-surface fluid enriched in salt, and heavier than the fluid beneath it. This drives convection, with downwellings of high salinity pore fluid co-localized with surface ridges. The dominant fluid motions are shown by the black arrows, and the water salinity is indicated by the colour contours. At downwellings, the weak salt gradients in the groundwater enhance salt precipitation/crust growth, leading to ridges; at upwelling plumes the stronger gradients favour diffusive over advective transport, and crust growth is slower._" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "We model the volumetric flux $\\boldsymbol{q}$ of a fluid driven by pressure $p$ through a porous medium of constant uniform porosity $\\phi$ and permeability $\\kappa$. The fluid has a viscosity $\\mu$ and carries dissolved salt, whose diffusivity $D$ is corrected for the presence of different ions as well as tortuosity (see Methods). Using the Boussinesq approximation, buoyancy is generated by a variable fluid density $\\rho = \\rho_b+S\\Delta\\rho$, where $\\rho_b$ is the density of the reservoir fluid, and $\\rho_b +\\Delta\\rho$ is that of the top boundary; the relative salinity $S$ linearly mediates between the two limits. The model consists of the continuity equation for incompressible fluid flow, Darcy's law and an advection-diffusion equation for salt transport:\n", "\n", "\n", "\\begin{align}\n", "\t\\mathrm{(1)}\\quad & \\boldsymbol{\\nabla} \\cdot \\boldsymbol{q} = 0 \\\\\n", "\t\\mathrm{(2)}\\quad & \\boldsymbol{q} = -\\frac{\\kappa}{\\mu}\\left[ \\nabla (p + \\rho_b g z) + S \\Delta \\rho g\\hat{\\boldsymbol{z}}\\right]\\\\\n", "\t\\mathrm{(3)}\\quad & \\phi\\frac{\\partial S}{\\partial t} = \\phi D\\nabla^2 S - \\boldsymbol{q} \\cdot \\nabla S\\,\n", "\\end{align}\n", "where $g$ is the acceleration due to gravity, and $\\hat{\\boldsymbol{z}}$ is an upward-pointing unit vector. \n" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "Taking the average evaporation rate $E$ as the natural velocity scale for the system, we set the characteristic length and time as $L = \\phi D/E$ and $T = \\phi^2D/E^2$, respectively. Non-dimensionalization of [Eqs. 1-3](#equation_1_ff) then gives \n", "\n", "\n", "\\begin{align}\n", "\t\\mathrm{(4)} \\quad & \\boldsymbol{\\nabla} \\cdot \\boldsymbol{U} = 0\\label{eq:continuity}\\\\\n", "\t\\mathrm{(5)} \\quad & \\boldsymbol{U} = - \\nabla P - \\text{Ra} S\\hat{Z}\\label{eq:darcy_flow}\\\\\n", "\t\\mathrm{(6)} \\quad & \\frac{\\partial S}{\\partial \\tau} = \\nabla^2 S - \\boldsymbol{U} \\cdot \\nabla S\\label{eq:advection_diffusion}\\;\n", " \\end{align}\n", "\\end{linenomath}\n", "with dimensionless velocity $\\boldsymbol{U}=\\boldsymbol{q}/E$, time $\\tau = t/T$, vertical position $Z = {zE}/{\\phi D}$ and a pressure $P = \\frac{\\kappa}{\\phi \\mu D}(p+\\rho_b g z)$.\n", "This system of equations is governed by the Rayleigh number\n", "\\begin{linenomath}\n", "\\begin{align}\n", "\\mathrm{(7)} \\quad & \\text{Ra} = \\frac{\\kappa \\Delta \\rho g}{ \\mu E}.\\label{eq:rayleigh}\n", "\\end{align}\n", "\n", "At the upper surface of the soil, $Z = 0$, we match the vertical water flux to the evaporation rate. The presence of a salt crust sets $S = 1$ there. However, the rate at which salt is added to this surface ($1-\\partial S / \\partial Z$, following the definition of salt flux, $S\\vec{U} - \\nabla S$, in [Eq. (6)](#equation_4_ff) must allow for its transport by both advection and diffusion. As sketched in [Fig. 2](#figure2), this will lead to faster salt precipitation above any convective downwellings, which we argue gives rise to ridges there.\n", "\n", "A steady-state solution to [Eqs. (4) – (6)](#equation_4_ff), $S = \\exp(-zE/\\phi D)$, represents a salt-rich layer of pore fluid lying just below the salt crust, and a balance between advection and diffusion. This is unstable beyond some critical Rayleigh number, $\\mathrm{Ra}_\\mathrm{c}$, which depends on the boundary conditions [[12](https://doi.org/10.1017/s0022112060001031), [13](https://doi.org/10.1002/aic.690220121), [34](https://doi.org/10.1017/S030500410002452X), [35](https://doi.org/10.1063/1.1707601)]. For constant through-flow at the surface, as expected in the field, $\\mathrm{Ra}_\\mathrm{c}=14.35$ for the onset of an instability that leads to down-welling plumes of high salinity [[13](https://doi.org/10.1002/aic.690220121)]. Between $\\mathrm{Ra} = 5.66$ and $\\mathrm{Ra}_\\mathrm{c}$ the fixed solution may also be unstable to finite amplitude perturbations [[13](https://doi.org/10.1002/aic.690220121), [14](https://doi.org/10.1029/96WR03533)]. The neutral stability curve and most unstable mode of convection (see [[36](http://hdl.handle.net/21.11116/0000-0002-16A7-9)] for derivation) are shown in [Fig. 3](#figure3) below. At $\\mathrm{Ra}_\\mathrm{c}$ the critical wavenumber, $a_\\mathrm{c}=0.76$, corresponds to a wavelength of about 1-2 m, under typical field conditions. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 3: Neutral stability & most unstable mode from theory \n", "Imports" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "tags": [ "code", "hide_input" ] }, "outputs": [], "source": [ "# imports\n", "import numpy as np\n", "import pandas as pd\n", "from scipy.optimize import curve_fit\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "from matplotlib.font_manager import FontProperties\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "from scipy.io import loadmat\n", "from PIL import Image\n", "import os\n", "from ipywidgets import widgets, interactive\n", "import warnings\n", "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot settings" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "tags": [ "code" ] }, "outputs": [], "source": [ "# color codes used throughout the document\n", "red = '#CA3542'\n", "blue = '#27647B'\n", "yellow = '#EBA631'\n", "orange = '#DA5526'\n", "purple = '#d489f6'\n", "green = '#3c8562'\n", "grey = '#849FAD'\n", "\n", "# color map used throughout the document\n", "cmap_C = plt.get_cmap('inferno_r')" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [ { "data": { "text/html": [ "
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aRa
00.0100617585.209381
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\n", "
" ], "text/plain": [ " a Ra\n", "0 0.010061 7585.209381\n", "1 0.010067 7576.132500\n", "2 0.010074 7567.072099\n", "3 0.010080 7558.028138\n", "4 0.010086 7549.000576" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load data calculated by mathematica from the semi-analytical theory\n", "# the data table contains a column for the wavenumber a and one for\n", "# the Rayleigh number Ra\n", "unstable_mode = pd.read_csv('data/most_unstable_mode.csv')\n", "neutral_curve = pd.read_csv('data/neutral_curve.csv')\n", "neutral_curve.head()" ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "tags": [ "code", "visualization" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot the neutral stability curve and the most unstable mode\n", "fig, ax = plt.subplots(1,1,figsize=(10,6))\n", "\n", "ax.plot(neutral_curve['a'], neutral_curve['Ra'], color='k', \\\n", " label='neutral stability')\n", "ax.plot(unstable_mode['a'], unstable_mode['Ra'],'--',color=grey,\\\n", " label='most unstable mode')\n", "\n", "# set the y-axis to a logarithmic scale to better visuazlize\n", "# the overall curve\n", "ax.set_yscale('log')\n", "ax.set_xlim([0,8])\n", "ax.set_ylabel('Rayleigh number Ra')\n", "ax.set_xlabel('wavenumber $a = 2\\\\pi/\\\\Lambda$')\n", "ax.legend(loc=1,framealpha=0.9);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 3**: _Characterising the convective instability. Stability diagram of porous media convection in salt pans. The neutral stability curve (black line) is the theoretical boundary above which an evaporating stratified pore fluid is unstable to perturbations of wavenumber $a$. Here the most unstable mode (dashed line) gives a prediction of the initial convective wavelength, and its dependence on Ra._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Instability and scale selection \n", "To determine the Rayleigh numbers relevant to field conditions, and to thus evaluate if they should lead to convection and an associated pattern of crust precipitation, we measured the relevant parameters at sites in Owens Lake (CA), Badwater Basin (CA) and Sua Pan (Botswana) - see [Methods](#field) for details. From grain-size distributions we calculated $d_s$, the Sauter diameter [37], of near-surface soil samples; results, from 4 to 138 $\\mu$m, represent a silt to fine sand. A high soil porosity, $\\phi=0.70\\pm0.02$, was previously measured at Owens Lake [[38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3)]. For relative permeability we use the empirical relationship $\\kappa = 0.11\\,\\phi^{5.6}\\,d_s^2\\,$, which fits a broad set of experimental and simulation data [[39](https://doi.org/10.1103/physreve.80.021304)]. Across all sites $\\kappa=2.6\\cdot 10^{-13}\\,$m$^2$ to $2.7\\cdot 10^{-10}\\,$m$^2$. At Owens Lake we measured fluid density differences of $\\Delta\\rho=0.21\\pm0.01\\,$g/cm$^3$ in pore water samples taken from close to the surface and at $\\sim 1\\,$m depth. Average evaporation rates of groundwater have been observed to lie in the range of $E=0.4\\pm 0.1\\,$mm/day [[32](https://doi.org/10.1016/j.jhydrol.2010.08.010), [38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3))] for Owens Lake and $0.3\\pm 0.1\\,$mm/day [[40](https://pubs.usgs.gov/wri/wrir034254/abstract.html)] for Badwater Basin. For Sua Pan we use $E=0.7\\pm0.5\\,$mm/day, estimated by remote sensing and energy balances [[41](https://doi.org/10.1016/j.jhydrol.2004.02.023)] and wind tunnel experiments [[42](https://doi.org/10.1016/j.aeolia.2016.09.003)] . Finally, we assume the groundwater's dynamic viscosity to be a constant $\\mu = 10^{-3}\\,$Pa$\\,$s.\n", "\n", "From these observations we calculated Ra at twenty-one sites around Owens Lake, five in Badwater Basin and seven at Sua Pan (see online supplemental material, Table S1). The median values at these three regions were $\\mathrm{Ra}=3700$, $32000$ and $420$ respectively. Values for all 33 sample locations were between $\\mathrm{Ra}=117$ and $1.2\\cdot 10^5$ – well above $\\mathrm{Ra}_c$. The conditions throughout these patterned salt playa are, therefore, suitable to expect a convective overturning of their groundwater, with plumes of high salinity sinking downwards from the surface.\n", "\n", "If groundwater convection leads to preferential locations for salt precipitation, and from thence to salt crust patterning, then the convective cells and crust polygons should have similar length-scales. To this end, we measured the surface relief of the crusts at all sites using a terrestrial laser scanner (TLS, see [Methods](#field) and Ref. [[5](https://doi.org/10.1002/2013JD020632)]). The crusts show polygonal patterns (e.g. [Fig. 4](#figure4)) with dominant wavelengths ranging from $\\lambda = 0.4\\,$m to $3.0\\,$m.\n", "\n", "In [Fig. 5](#figure5) we summarise the Ra and dimensionless wavenumber $a = 2\\pi L / \\lambda$ for the field sites (triangles) and compare it to wavenumber data from experiments (squares) and simulations (dots). For illustrations of the measurement of wavenumbers in the experiments and simulations, see [Fig. 6](#figure6) and [Fig. 7](#figure7)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 4: Surface pattern scan " ] }, { "cell_type": "code", "execution_count": 68, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [], "source": [ "# load TLS scan data: matrix entries represent the elevation\n", "# over the lowest scanned point in centimeters. Matrix indices\n", "# represent x- and y positions. The grid spacing in horizontal\n", "# and vertical direction is 1 cm\n", "TLS_data = np.load('data/TLS_data_T32-1-L1_P3.npy')" ] }, { "cell_type": "code", "execution_count": 69, "metadata": { "tags": [ "code", "visualization" ] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7,7))\n", "\n", "img = ax.imshow(TLS_data)\n", "\n", "# adjust axis limits and ticks\n", "ax.set_xlim([0,1051])\n", "ax.set_ylim([0,1051])\n", "ticklabels = ['{}'.format(i) for i in np.arange(0,11,2)]\n", "ax.set_xticks([])\n", "ax.set_yticks([])\n", "\n", "# scalebar\n", "x_pos = 7\n", "y_pos = 1\n", "length = 2\n", "scale=100\n", "ax.plot([x_pos*scale,(x_pos + length)*scale],\\\n", " [y_pos*scale,y_pos*scale],'-',color='w', linewidth=6)\n", "ax.text((x_pos+0.4)*scale,1.2*y_pos*scale,'2$\\,$m',fontsize=26,color='w')\n", "\n", "# colorbar\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.08)\n", "cbar = fig.colorbar(img, cax = cax)\n", "cbar.set_label('elevation [cm]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 4**: _Example TLS surface height map at Owens Lake._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "text" ] }, "source": [ "### Figure 5: Pattern wave length in the field" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Constants used for the calculation of various quantities in the following:" ] }, { "cell_type": "code", "execution_count": 70, "metadata": { "tags": [ "code", "constants" ] }, "outputs": [], "source": [ "## general constants ##\n", "GRAVITY = 9.807\n", "# molecular diffusivity of NaCl in water at room temperature\n", "DIFF = 1.61e-9\n", "# kinematic viscosity\n", "VISC = 1e-3 # [kg/(ms)]" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "tags": [ "code", "constants" ] }, "outputs": [], "source": [ "## Constants experimental ##\n", "# permeability measured for sand with 100-200 microns grainsize diameter\n", "EXP_PERM = 1.67e-11 # [m^2]\n", "# uncertainty of the permeability measurement\n", "SIGMA_EXP_PERM = 1.2e-12 # [m^2]\n", "# density difference between background concentration (5 wt.%) and saturation\n", "# of NaCl at room temperature\n", "EXP_DELTA_RHO = 162 # [kg/m^3]\n", "# measured porosity\n", "EXP_POR = 0.358\n", "# uncertainty of the porosity\n", "SIGMA_EXP_POR = 0.02\n", "# tortuosity\n", "EXP_TOR = 1 - np.log(EXP_POR)\n", "# uncertainty of tortuosity\n", "SIGMA_EXP_TOR = SIGMA_EXP_POR / EXP_POR\n", "# molecular diffusivity of NaCl in water modified by tortuosity\n", "EXP_DIFF = DIFF / EXP_TOR" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [], "source": [ "## constants field ##\n", "# molecular co-diffusivity of NaCl in water with NaSO4 at room temperature from literature\n", "DIFF_NaCl = 1.5e-9\n", "# molecular co-diffusivity of Na2SO4 in water with NaCl at room temperature from literature\n", "DIFF_Na2SO4 = 7.4e-10\n", "# combined diffusivity weighted based on average prevalence of NaCl and Na2SO4 in the pore water\n", "FLD_DIFF_COMB = 0.824 * DIFF_NaCl + (1 - 0.824) * DIFF_Na2SO4\n", "# uncertainty of weighted combined diffusivity\n", "SIGMA_FLD_DIFF_COMB = np.sqrt((DIFF_NaCl - FLD_DIFF_COMB)**2 + \\\n", " (DIFF_Na2SO4 - FLD_DIFF_COMB)**2) / 2\n", "# field porosity calculated as mean from literature values\n", "FLD_POR = np.mean([0.63,0.7,0.71,0.72,0.72])\n", "# uncertainty calculated as sample standard deviation from literature values\n", "SIGMA_FLD_POR = np.std([0.63,0.7,0.71,0.72,0.72], ddof=1)\n", "# tortuosity calculated from the porosity following Bodreau 1996\n", "FLD_TOR = 1 - np.log(FLD_POR)\n", "# uncertainty of the tortuosity calculated from error propagation\n", "SIGMA_FLD_TOR = SIGMA_FLD_POR / FLD_POR\n", "# combinued diffusivity corrected by tortuosity\n", "FLD_DIFF_EFF = FLD_DIFF_COMB / FLD_TOR\n", "# uncertainty of effective diffusivity calculated from error propatation\n", "SIGMA_FLD_DIFF_EFF = np.sqrt(SIGMA_FLD_DIFF_COMB**2 / FLD_TOR**2 + \\\n", " FLD_DIFF_COMB**2 * SIGMA_FLD_TOR**2 / FLD_TOR**3)\n", "# density difference between surface brine and pore\n", "# water at a depth of approximately 1 m measured in the field\n", "FLD_DELTA_RHO = 210 # [kg/m^3]\n", "SIGMA_FLD_DELTA_RHO = 11 # [kg/m^3]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Experimental data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load the experimental data containing the values for the measured wavelength $\\lambda$ and its uncertainty $\\sigma_\\lambda$, and the measured evaporation rate $E$ with its uncertainty $\\sigma_E$. For reference, the labels of each experiment and the time $t$ that had passed between setup of the experiment and measurement (measured in hours) is included." ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " t lambda sigma_lambda E sigma_E\n", "label \n", "062_R01 225.25 0.060903 0.009156 2.244000e-07 5.200000e-09\n", "062_B01 408.00 0.067213 0.009801 9.240000e-08 3.024000e-09\n", "063_B01 185.00 0.150451 0.003929 7.800000e-07 1.568000e-07" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colnames = {'label':'label','time_passed_at_measurement':'t',\\\n", " 'measured_wavelength':'lambda',\\\n", " 'absolute_error_wavelength':'sigma_lambda',\n", " 'measured_evaporation_rate':'E',\\\n", " 'absolute_error_evaporation_rate':'sigma_E'}\n", "exp_data = pd.read_csv('data/experimental_wavenumber_data.csv', skiprows=[1],\n", " usecols=colnames.keys(), index_col='label')\n", "exp_data.rename(columns=colnames, inplace=True)\n", "exp_data.head(3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate the natural length $L$, the wavenumber $a$ and the Rayleigh number $\\mathrm{Ra}$ from the data. We also calculate the upper and lower bounds of $L$, $a$ and $\\mathrm{Ra}$ from the uncertainties of the involved quantities to arrive at an estimate of uncertainty for $a$ and $\\mathrm{Ra}$." ] }, { "cell_type": "code", "execution_count": 74, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [], "source": [ "# calculate the natural length L from the given diffusivity and the measured porosity and evaporation rate\n", "exp_data['L'] = EXP_POR * EXP_DIFF / exp_data['E']\n", "exp_data['lower_L'] = (EXP_POR - SIGMA_EXP_POR) * EXP_DIFF / (exp_data['E'] + exp_data['sigma_E'])\n", "exp_data['upper_L'] = (EXP_POR + SIGMA_EXP_POR) * EXP_DIFF / (exp_data['E'] - exp_data['sigma_E'])\n", "# calculate the dimensionless wavenumber a from the measured plumen wave length lambda, re-scaled by the \n", "# natural length L\n", "exp_data['a'] = 2 * np.pi / exp_data['lambda'] * exp_data['L']\n", "exp_data['lower_a'] = 2 * np.pi / (exp_data['lambda'] + exp_data['sigma_lambda']) * exp_data['lower_L']\n", "exp_data['upper_a'] = 2 * np.pi / (exp_data['lambda'] - exp_data['sigma_lambda']) * exp_data['upper_L']\n", "# calculate the Rayleigh number Ra from the measured permeability, porosity and evaporation rate and the\n", "# given gravity and diffusivity\n", "exp_data['Ra'] = EXP_PERM * EXP_DELTA_RHO * GRAVITY / (VISC * exp_data['E'])\n", "exp_data['lower_Ra'] = (EXP_PERM - SIGMA_EXP_PERM) * EXP_DELTA_RHO * GRAVITY / (VISC * (exp_data['E'] + exp_data['sigma_E']))\n", "exp_data['upper_Ra'] = (EXP_PERM + SIGMA_EXP_PERM) * EXP_DELTA_RHO * GRAVITY / (VISC * (exp_data['E'] - exp_data['sigma_E']))\n", "# since uncertainties are not symmetric, we calculate the upper and lower uncertainty for convenience during plotting\n", "exp_data['lower_error_a'] = exp_data['a'] - exp_data['lower_a']\n", "exp_data['upper_error_a'] = exp_data['a'] - exp_data['upper_a']\n", "exp_data['lower_error_Ra'] = exp_data['Ra'] - exp_data['lower_Ra']\n", "exp_data['upper_error_Ra'] = exp_data['Ra'] - exp_data['upper_Ra']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Simulation data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read the data generated in simulations. The columns contain the Rayleigh number ```Ra``` at which the simulation was run, the run number (up to 10 per Ra), the wavenumber ```a```, the dimensionless time ```tau``` at which the wavenumber was measured and the rescaled time ```tau_hat```$ = \\tau / (Ra - Ra_c)$" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Raruntautau_hatdeptha
030.01.00.0639071.01.03.141593
130.01.00.63906710.01.02.199115
230.01.01.27813420.02.01.570796
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" ], "text/plain": [ " Ra run tau tau_hat depth a\n", "0 30.0 1.0 0.063907 1.0 1.0 3.141593\n", "1 30.0 1.0 0.639067 10.0 1.0 2.199115\n", "2 30.0 1.0 1.278134 20.0 2.0 1.570796" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim_data = pd.read_csv('data/simulation_wavenumber_data.csv')\n", "# list of simulated Rayleigh numbers\n", "RAs = sim_data['Ra'].unique()\n", "sim_data.head(3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Field data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load the field data containing the values for the measured pattern wavelength $\\lambda$ and its uncertainty $\\sigma_\\lambda$ and the evaporation rate $E$ uncertainty $\\sigma_E$ based on literature values [[32](https://doi.org/10.1016/j.jhydrol.2010.08.010), [38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3), [40](https://pubs.usgs.gov/wri/wrir034254/abstract.html), [41](https://doi.org/10.1016/j.jhydrol.2004.02.023), [42](https://doi.org/10.1016/j.aeolia.2016.09.003)]. " ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [], "source": [ "colnames = {'site':'site',\n", " 'pattern_wavelength':'lambda',\\\n", " 'stdev_pattern_wavelength':'sigma_lambda',\n", " 'evaporation_rate':'E',\\\n", " 'uncertainty_evaporation_rate':'sigma_E'}\n", "fld_data = pd.read_csv('data/field_wavenumber_data.csv', skiprows=[1],\\\n", " usecols=colnames.keys())\n", "fld_data.rename(columns=colnames, inplace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate the natural length $L$ and the wavenumber $a$ from the data. We also calculate the upper and lower bounds of $L$ and $a$ from the uncertainties of the involved quantities to arrive at an estimate of uncertainty for $a$." ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [], "source": [ "# calculate the natural length L\n", "fld_data['L'] = FLD_POR * FLD_DIFF_EFF / fld_data['E']\n", "# calculate the dimensionless wavenumber a from the measured wavelengths\n", "fld_data['a'] = 2 * np.pi / fld_data['lambda'] * fld_data['L']\n", "# calculate the uncertainty of a from error propagation\n", "fld_data['error_a'] = 2 * np.pi * np.sqrt(\\\n", " (FLD_POR**2 * FLD_DIFF_EFF**2 * fld_data['sigma_lambda']**2) / (fld_data['lambda']**4 * fld_data['E']**2) + \\\n", " (FLD_POR**2 * SIGMA_FLD_DIFF_EFF**2) / (fld_data['lambda']**2 * fld_data['E']**2) + \\\n", " (FLD_POR**2 * FLD_DIFF_EFF**2 * fld_data['sigma_E']**2) / (fld_data['lambda']**2 * fld_data['E']**4) + \\\n", " (FLD_DIFF_EFF**2 * SIGMA_FLD_POR**2) / (fld_data['lambda']**2 * fld_data['E']**2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Sauter diameter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To calculate the Rayleigh number $\\mathrm{Ra}$ for the field site, we need information about the permeability $\\kappa$ of the sand. The relative permeability can be approximated using the empirical relationship $\\kappa = 0.11\\,\\phi^{5.6}\\,d_s^2\\,$ [[39](https://doi.org/10.1103/physreve.80.021304)], where $\\phi$ is the porosity and $d_s$ is the Sauter Diameter [37] of the grains. A high soil porosity, $\\phi=0.70\\pm0.02$, was previously measured at Owens Lake [[38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3)]. From grain-size distributions measured form sand samples taken at different depths at the field sites we can calculate the Sauter diameter of near-surface soil samples (see supplementary script ```calculate_sauter_diameter.ipynb```).\n", "\n", "Since the choice of how exactly the Sauter Diameter for a field site is calculated from the individual samples taken at that field site has a large influence on $\\kappa$ and in turn on the Rayleigh number $\\mathrm{Ra}$, below we introduce several methods of calculating the field site $d_s$ and show that the results are stable with respect to the choice of method.\n", "\n", "Up to 10 soil samples from different depths were taken at field sites. Grain size distributions of all samples were measured (see [Methods](#field) for details) and are available under [[61](https://doi.pangaea.de/10.1594/PANGAEA.910996)] and at ```data/grainsize_distributions```. Sauter diameters from each sample can be averaged to arrive at a Sauter diameter for the whole field site. Alternatively, the median Sauter diameter or the Sauter diameter of the topmost sample can be used. The choice of how many samples enter the calculation of the average or median also influences the result.\n", "\n", "In the figure below, the reader can choose the method of calculation of $d_s$ as well as the maximum number of samples (counting from the top) that should be included in the calculation." ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [], "source": [ "# Calculate the sauter diameter for every site as mean Sauter diameter \n", "# of the Sauter diameter of the five samples taken closes to the crust. \n", "# The uncertainty is calculated as the standard error of the five Sauter\n", "# diameters.\n", "def GetSauterDiameter_mean(df, maxsamples):\n", " # take only the upper five samples, discard the rest if more were measured\n", " df = df[df['z'] <= maxsamples][['site', 'd_s_center']]\n", " # calculate the mean and standard error of the Sauter diameter for every site\n", " df = df[['site', 'd_s_center']].groupby('site').agg(['mean','sem'])\n", " df.columns = df.columns.map('_'.join)\n", " df = df.rename(columns={'d_s_center_mean':'d_s_mean', 'd_s_center_sem':'sigma_d_s_mean'}).reset_index()\n", " return df\n", " \n", "# Calculate the sauter diameter for every site as median Sauter diameter \n", "# of the Sauter diameter of the five samples taken closes to the crust. \n", "# The uncertainty is calculated as the standard error of the five Sauter\n", "# diameters. \n", "def GetSauterDiameter_median(df, maxsamples):\n", " # take only the upper five samples, discard the rest if more were measured\n", " df = df[df['z'] <= maxsamples][['site', 'd_s_center']]\n", " # calculate the mean and standard error of the Sauter diameter for every site\n", " df = df[['site', 'd_s_center']].groupby('site').agg(['median','sem'])\n", " df.columns = df.columns.map('_'.join)\n", " df = df.rename(columns={'d_s_center_median':'d_s_median', 'd_s_center_sem':'sigma_d_s_median'}).reset_index()\n", " return df\n", "\n", "# Calculate the sauter diameter for every site as the Sauter diameter \n", "# of the sample taken closest to the crust. The uncertainty is \n", "# calculated as the difference between the Sauter diameter calculated\n", "# using the upper channel diameter in every bin and the Sauter diameter \n", "# calculated using the upper channel diameter in every bin. \n", "def GetSauterDiameter_top(df):\n", " # drop all non-existing measurements (specifically owens_lake_T36-3_P1)\n", " df = df.dropna(subset=['d_s_center'])\n", " # find the topmost sample index\n", " indices = []\n", " for site in df['site'].unique():\n", " idx = df[df['site'] == site]['z'].idxmin()\n", " indices.append(idx)\n", "\n", " # filter the data and keep only the topmost sample measurements\n", " df = df.loc[indices]\n", " df['d_s_top'] = df['d_s_center']\n", " df['sigma_d_s_top'] = df['d_s_upper'] - df['d_s_lower']\n", " return df[['site', 'd_s_top', 'sigma_d_s_top']]\n", "\n", "# For the Sua pan field sites, we only have one sample for sites L5 and B7 each,\n", "# from which we can determine the sauter diameter. We approximate the Sauter diameter\n", "# for all other Sua pan sites (D10, J11, B3, D5 and I4) as the mean of the Sauter\n", "# diameter measured at sites L5 and B7. The uncertainty of the Sauter diameter at\n", "# all Sua pan sites is approximated as the standard deviation of the Satuer diameter\n", "# measured at sites L5 and B7.\n", "def ApproximateSuaSauterDiameterSua(raw_data, sauter_diameter, method):\n", " sauter_diameter.index = sauter_diameter['site']\n", " measured_sua_sites = raw_data[raw_data['site']\n", " .apply(lambda x: x.startswith('sua'))]\n", "\n", " sauter_diameter.loc[measured_sua_sites['site'].values, ['sigma_d_s_{}'.format(method)]] = \\\n", " measured_sua_sites['d_s_center'].std()\n", " other_sua_sites = ['sua_pan_D10','sua_pan_J11','sua_pan_B3','sua_pan_D5','sua_pan_I4']\n", "\n", " for site in other_sua_sites:\n", " sauter_diameter = sauter_diameter.append({'site':site,\n", " 'd_s_{}'.format(method):measured_sua_sites['d_s_center'].mean(),\n", " 'sigma_d_s_{}'.format(method):measured_sua_sites['d_s_center'].std()},\\\n", " ignore_index=True)\n", " \n", " return sauter_diameter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Interactive figure \n", "(scroll down to see the figure)" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dec0206ae2be460b802ca8e5a5354786", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Dropdown(description='Method', options=('mean', 'median', 'top'), value='mean'), Dropdow…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "method_funcs = {'mean':GetSauterDiameter_mean,\n", " 'median':GetSauterDiameter_median,\n", " 'top':GetSauterDiameter_top}\n", "\n", "# dropdown menue for the method used to calculate the Sauter diameter\n", "method = widgets.Dropdown(\n", " options=['mean', 'median', 'top'],\n", " value='mean',\n", " description='Method',\n", ")\n", "\n", "# dropdown menue for the maximum number of samples\n", "# considered for the calculation of the Sauter diameter\n", "# (only relevant for methods \"mean\" and \"median\")\n", "numsamples = widgets.Dropdown(\n", " options=range(1, 11),\n", " value=5,\n", " description='# samples',\n", ")\n", "\n", "def PlotPatternScaling(method, numsamples):\n", " data = fld_data.copy()\n", " sauter_diameter_data = pd.read_csv('data/sauter_diameter.csv')\n", " \n", " ## calculate the Sauter diameter given the specified method and maximum number of samples\n", " if method == 'top':\n", " sauter_diameter = method_funcs[method](sauter_diameter_data)\n", " else:\n", " sauter_diameter = method_funcs[method](sauter_diameter_data, numsamples)\n", " \n", " # approximate the Sauter diameter for the Sua pan sites were we only have one sample\n", " sauter_diameter = ApproximateSuaSauterDiameterSua(sauter_diameter_data, \\\n", " sauter_diameter, method)\n", " data = data.merge(sauter_diameter, on='site')\n", " \n", " ds = 'd_s_{}'.format(method)\n", " sigma_ds = 'sigma_d_s_{}'.format(method)\n", "\n", " ## calculate the permeability kappa and subsequently the Rayleigh number Ra from the data. We\n", " # also calculate the upper and lower bounds for kappa and Ra from the uncertainties\n", " # of the involved quantities to arrive at an estimate of uncertainty for Ra\n", " \n", " # calculate the permeability from the sand's sauter diameter and porosity based on Garcia 2009\n", " data['kappa'] = 0.11 * data[ds]**2 * np.power(FLD_POR, 5.6)\n", " # calculate the Rayleigh number\n", " data['Ra'] = data['kappa'] * FLD_DELTA_RHO * GRAVITY / (VISC * data['E'])\n", " # to estimate the uncertainty of the Rayleigh number, we calculate the upper and lower bound of Rayleigh numbers\n", " # which are possible based on the measured data and the uncertainty of the measurements\n", " data['lower_kappa'] = 0.11 * (data[ds] - data[sigma_ds])**2 * np.power((FLD_POR - SIGMA_FLD_POR), 5.6)\n", " data['upper_kappa'] = 0.11 * (data[ds] + data[sigma_ds])**2 * np.power((FLD_POR + SIGMA_FLD_POR), 5.6)\n", " data['lower_Ra'] = (data['lower_kappa'] * (FLD_DELTA_RHO - SIGMA_FLD_DELTA_RHO) * GRAVITY) / (VISC * (data['E'] + data['sigma_E']))\n", " data['upper_Ra'] = (data['upper_kappa'] * (FLD_DELTA_RHO + SIGMA_FLD_DELTA_RHO) * GRAVITY) / (VISC * (data['E'] - data['sigma_E']))\n", " # since uncertainties are not symmetric around Ra anymore, we calculate the upper and lower uncertainty for convenience during plotting\n", " data['lower_error_Ra'] = data['Ra'] - data['lower_Ra']\n", " data['upper_error_Ra'] = data['upper_Ra'] - data['Ra']\n", "\n", " ## create the figure\n", " fig, ax = plt.subplots(1,1,figsize=(15,9))\n", " alpha=1\n", " bar_alpha = 0.25\n", "\n", " ## visualize the field data\n", " # number of field sites at each location\n", " N_owens = 21\n", " N_badwater = 5\n", " N_sua = 7\n", " site_N = [N_owens, N_badwater, N_sua]\n", " labels = ['Owens Lake', 'Badwater Basin', 'Sua Pan']\n", " colors = [blue, orange, purple]\n", "\n", " # plot data separately for each location since we want different colors & symbols\n", " index = 0\n", " for N, l, c in zip(site_N, labels, colors):\n", " markers, caps, bars = ax.errorbar(\n", " data['a'][index:index + N],\\\n", " data['Ra'][index:index + N],\\\n", " xerr=data['error_a'][index:index + N],\\\n", " yerr=np.asarray(data[['lower_error_Ra', 'upper_error_Ra']][index:index + N]).transpose(),\\\n", " zorder=5,label=l,fmt='^',color=c,alpha=alpha)\n", " [bar.set_alpha(bar_alpha) for bar in bars]\n", " index += N\n", "\n", " ## visualize the data from the experiment\n", " markers, caps, bars = ax.errorbar(exp_data['a'],exp_data['Ra'],\\\n", " xerr=np.asarray(exp_data[['lower_error_a', 'upper_error_a']]).transpose(),\\\n", " yerr=np.asarray(exp_data[['lower_error_Ra', 'upper_error_Ra']]).transpose(),\\\n", " color=green,alpha=alpha,zorder=2,\\\n", " fmt='s',label='experiment: $\\\\tau \\\\approx 10^5\\\\,\\\\widehat{\\\\tau}$')\n", " [bar.set_alpha(bar_alpha) for bar in bars]\n", "\n", " ## visualize the data from the simulations\n", " for rescaled_time, color in zip([10, 250], [yellow, red]):\n", " depth = sim_data[sim_data['tau_hat'] == rescaled_time]['depth']\n", " depth = depth.unique()[0]\n", "\n", " avg_a = []\n", " std_a = []\n", " for Ra in RAs:\n", " data = sim_data[ (sim_data['tau_hat'] == rescaled_time) & \\\n", " (sim_data['Ra'] == Ra) ]\n", "\n", " avg_a.append(data['a'].mean())\n", " std_a.append(data['a'].std())\n", "\n", " tmp_df = pd.DataFrame({'Ra':RAs, 'a':avg_a, 'a_std':std_a})\n", " tmp_df = tmp_df.dropna()\n", "\n", " markers, caps, bars = ax.errorbar(tmp_df['a'], tmp_df['Ra'], \\\n", " xerr=tmp_df['a_std'],fmt='o', color=color,\\\n", " label='simulation: $\\\\tau = {}\\\\,\\\\widehat{{\\\\tau}}$'.format(rescaled_time),\\\n", " zorder=2)\n", " [bar.set_alpha(bar_alpha) for bar in bars]\n", "\n", " ## neutral curve & most unstable mode from theory\n", " ax.plot(neutral_curve['a'], neutral_curve['Ra'], color='k',zorder=0)\n", " ax.plot(unstable_mode['a'],unstable_mode['Ra'],'--',color=grey,zorder=1)\n", "\n", " ## figure house-keeping\n", " ax.set_yscale('log')\n", " ax.set_xlim([0,8])\n", " ax.set_ylabel('Rayleigh number Ra')\n", " ax.set_xlabel('wavenumber $a = 2\\\\pi/\\\\Lambda$')\n", " ax.legend(loc=1,framealpha=0.9);\n", " \n", "interactive(PlotPatternScaling, method=method, numsamples=numsamples)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 5**: _Stability diagram of porous media convection in salt pans. The neutral stability curve (black line) is the theoretical boundary above which an evaporating stratified pore fluid is unstable to perturbations of wavenumber $a$. Here the most unstable mode (dashed line) gives a prediction of the initial convective wavelength, and its dependence on Ra. Various triangles show field measurements at Owens Lake, Badwater Basin and Sua Pan. Yellow and red dots show $a$ measured in simulations at early and late times, respectively, and show coarsening by a reduction of the observed $a$ with time. Green squares give experimental measurements, and show that coarsening may continue even over very long timescales._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data from the field lie above the neutral stability curve of the convection model (black line). However, all wavenumbers measured in the field are within a small range of the critical wavenumber, $a_c=0.76$, unlike the Ra dependency of the most unstable mode of convection predicted by the linear stability analysis (dashed line). This difference is due to finite-amplitude effects, as can be explained via experiments and simulations. Values als well as GPS coordinates for each site can be found in [Table 1](#table1) in the supplement.\n", "\n", "The length-scale selected by the crust pattern in the field is consistent with a coarsening of the convective plumes after onset of the instability. Coarsening in related porous media flows is well-known [[33](https://doi.org/10.1017/jfm.2013.673), [43](https://doi.org/10.1063/1.4790511)]. To consider how the convective lengthscale evolves with time we simulated [Eqs. 4-6](#equation_4_ff) numerically (see [Methods](#numerical-simulation)) and [Fig. 6](#figure_6), from $\\mathrm{Ra}=20$ to 1000. The simulations are unstable to convection, which becomes more vigorous with increasing Ra. \n", "\n", "The initial instability was characterised at the rescaled time $\\widehat{\\tau} = \\tau / (\\mathrm{Ra} - \\mathrm{Ra}_c)$. The resulting fine plume spacing agrees with the most unstable mode predicted by theory, as shown by the yellow dots in [Fig. 5](#figure_5) and for an exemplary simulation in [Fig. 6](#figure_5) **A**. When measured at $250\\,\\widehat{\\tau}$, however, many downwelling plumes have merged ([Fig. 6](#figure6) **B**, and red dots in [Fig. 5](#figure_5) **A**) leading to wavenumbers much closer to the field values, clustered around $a_c$. For our field sites, one year corresponds to $5100\\,\\widehat{\\tau}$ at $\\mathrm{Ra} = 3700$, allowing ample time for coarsening as the crust pattern grows. The predicted salt flux into the crust above the downwellings, under typical conditions at $250\\widehat{\\tau}$, is about $25\\%$ higher than average, showing how subsurface convection should influence crust growth.\n", "\n", "To explore pattern and wavelength selection in the long-time limit, we supplemented our simulations with experiments in a Hele-Shaw cell (similar to e.g. [[44](https://doi.org/https://doi.org/10.1016/j.ijggc.2018.01.019)]). In these experiments we measured $\\lambda$ and $a$ for systems at times of order 10$^5\\,\\widehat{\\tau}$. The results, shown in [Fig. 5](#figure_5) (green squares) and [Fig. 7](#figure_7) for an exemplary experiment, suggest that coarsening may continue well past the timescales accessible by direct numerical simulation. Values measured in the field lie comfortably between the ranges measured for the timescales explored in the simulations and in the experiments. For details on the experiments, see [Methods](#experimental).\n", " \n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 6: Plume wavelength in simulations " ] }, { "cell_type": "code", "execution_count": 80, "metadata": { "tags": [ "code", "data_processing" ] }, "outputs": [], "source": [ "# load two exemplary concentration fields from simulations\n", "early_C_data = np.load('data/C_00.400_Ra100.npy')\n", "late_C_data = np.load('data/C_05.000_Ra100.npy')" ] }, { "cell_type": "code", "execution_count": 81, "metadata": { "tags": [ "code", "visualization" ] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# visualize the two s\n", "fig, axes = plt.subplots(1,2,figsize=(10,5))\n", "\n", "img_early = axes[0].imshow(early_C_data[0:320,0:],cmap=cmap_C)\n", "img_late = axes[1].imshow(late_C_data[0:320,0:],cmap=cmap_C)\n", "\n", "for ax, label in zip([axes[0], axes[1]], ['A', 'B']):\n", " ax.set_xticks([])\n", " ax.set_yticks([])\n", "\n", " ax.plot([15*8,25*8],[38*8,38*8],color='k')\n", " ax.text(135,36*8,'$10\\\\,L$',fontsize=24)\n", " ax.text(10,300,label,fontsize=24)\n", "\n", "# colorbar\n", "fig.subplots_adjust(right=0.83)\n", "cbar_ax = fig.add_axes([0.85, 0.185, 0.02, 0.64])\n", "cbar = fig.colorbar(img_late, cax=cbar_ax)\n", "cbar.set_label('salinity $S$',fontsize=16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 6** _Exemplary simulations conducted at $\\mathrm{Ra} = 100$. **A** Example of simulated plumes at early times, $\\tau = \\widehat{\\tau}$, are consistent with the most unstable mode but **B** coarsen by time $\\tau = 250\\,\\widehat{\\tau}$._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 7: Plume wavelength in experiments " ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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xzwatersandsaltC
0000.189110.650140.0311114.12678
1400.284521.013130.003731.29402
2900.322371.123960.0364210.15078
31400.278660.908940.022537.48033
41900.216890.817970.0266610.94642
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" ], "text/plain": [ " x z water sand salt C\n", "0 0 0 0.18911 0.65014 0.03111 14.12678\n", "1 4 0 0.28452 1.01313 0.00373 1.29402\n", "2 9 0 0.32237 1.12396 0.03642 10.15078\n", "3 14 0 0.27866 0.90894 0.02253 7.48033\n", "4 19 0 0.21689 0.81797 0.02666 10.94642" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# load the spatially resolved concentration data from a\n", "# dissected experiment\n", "lab_C_data = pd.read_csv('data/concentration_statistics_experiment.csv',skiprows=[1])\n", "lab_C_data.columns = ['x','z','water','sand','salt','C']\n", "\n", "lab_C_data.head()" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [], "source": [ "## create a padded data-grid to overlay the data measured at\n", "# specific locations on the background image\n", "C = np.asarray(lab_C_data['C']).reshape((9,9))\n", "\n", "# normalize C\n", "min_C = 5.96764 # background salt concentration\n", "C = C - min_C\n", "\n", "\n", "# The value at (34,12) seems to be outliers (in all three\n", "# redundant measurements) because it is below C_0. We decide\n", "# to remove it. Similarly for the valule at (0, 2)\n", "C[2,-2] = 0\n", "C[0,1] = 0\n", "\n", "# pad array\n", "temp_C = np.zeros((1,9))\n", "measurement_locations = [0,4,9,14,19,25,28,34,39]\n", "for i in range(2,20):\n", " if i%2 == 0:\n", " temp_C = np.vstack([temp_C,C[int(i/2)-1,0:]])\n", " else:\n", " temp_C = np.vstack([temp_C,np.zeros((1,9))])\n", "\n", "height = temp_C.shape[0]\n", "C_padded = np.zeros((height,1))\n", "\n", "for i in range(0,40):\n", " if i in measurement_locations:\n", " index = measurement_locations.index(i)\n", " measurement_slice_C = temp_C[0:,index].reshape((height,1))\n", " C_padded = np.hstack([C_padded,measurement_slice_C])\n", " else:\n", " C_padded = np.hstack([C_padded,np.zeros((height,1))])\n", "\n", "C_padded = C_padded[0:,1:]\n", "\n", "# calculate the salinity\n", "S_padded = C_padded / np.max(C_padded)" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# load an image of the experiment which will be used as background\n", "background = Image.open('images/coloring-experiment.png')\n", "background = np.asarray(background)\n", "\n", "fig, ax = plt.subplots(figsize=(7.77,3.74))\n", "\n", "# background image of the experiment\n", "ax.imshow(background,cmap=plt.get_cmap('Greys'))\n", "ax.set_xticks([])\n", "ax.set_yticks([])\n", "\n", "# plot measurement values for the salt concentration\n", "ax2 = fig.add_axes([0.138,0.14,0.75,0.755])\n", "ax2.patch.set_alpha(0)\n", "ax2.axis('off')\n", "masked_S = np.ma.masked_where(S_padded < 0.01, S_padded)\n", "patches = ax2.imshow(masked_S, cmap=cmap_C,\\\n", " interpolation='none',vmin=0.0,vmax=1.0)\n", "\n", "# colorbar\n", "cbar_ax = fig.add_axes([0.91,0.127,0.02,0.75])\n", "cbar = fig.colorbar(patches,ticks=[7,9,11,13,15,17],cax=cbar_ax)\n", "cbar = fig.colorbar(patches,ticks=[0.0,0.2,0.4,0.6,0.8,1.0],cax=cbar_ax)\n", "cbar.set_label('salinity $S$',fontsize=14)\n", "\n", "# scalebar\n", "ax.plot([60,107],[37,37],color='w',linewidth=3)\n", "ax.text(55,27,'$5\\\\,$cm',fontsize=17,color='w');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 7** _Convective plumes highlighted by dye (the brighter upwelling fluid results from dying the reservoir, well after convection has set in) in an experimental Hele-Shaw cell are coupled to the salinity, measured at the coloured points by destructive sampling._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Direct evidence for convection \n", "If salt polygon growth is driven by convective dynamics happening beneath the patterns, then horizontal differences in salt concentration should be detectable in the soil, and pore fluid, under typical field and laboratory conditions. To this end, we first dissected an experiment that was undergoing convection, and extracted $\\simeq$ 1$\\,$ml samples from locations along the downwelling and upwelling plumes. As shown in [Fig. 7](#figure_7), the dynamics of the analogue experiments are clearly driven by, and coupled to, variations in salinity. It is interesting to note that convective plumes of salt-rich water have also been observed by electrical resistivity measurements after a heavy rainfall on salt crusts near Abu Dhabi [[16](https://doi.org/10.1029/2008GL036906)].\n", "\n", "From the field, we collected samples of wet soil from two unmanaged sites at Owens Lake (see [Methods](#field)). TLS surveys of the surface were made before sampling, and show the presence of salt polygons of about $2\\,$m in size ([Fig. 8](#figure_8) **A**), delimited by high ridges. In each case we sampled along a grid in a cross-section below a polygon. Analysis of the salinity of the samples with respect to pore water content shows clear evidence for plumes of high salinity below the salt ridges ([Fig. 8](#figure_8) **B**). Specifically, we tested whether the salinity distribution in an area directly below the ridges (over a width $\\pm$ 30 cm) was different to that below the flat pan of the polygon; testing this hypothesis (two-sample KS test), shows that the distributions below ridges and flat crust are statistically distinct ($p > 0.98$), at both sites.\n", "\n", "The results for the salinity measurements also show an exponential decay in salinity with depth ([Fig. 8](#figure_8) **C**), consistent with a salt-rich boundary layer that is heavy enough to drive buoyancy-driven porous media convection. The length scales recovered from an exponential fit to the salinity gradients, namely $13.5\\pm 5.3\\,$cm and $17.7\\pm1.5\\,$cm, are also comparable to the length scale of $L=\\phi D/E = 15.1\\pm8.0\\;$cm estimated for Owens Lake (see Methods for calculation). \n", "\n", "Thus, not only does direct field sampling of groundwater beneath a patterned salt crust show both horizontal and vertical variations in salt concentration, which support the claim that the system is unstable and convecting, but also demonstrates that the plumes are co-localized with the ridges visible on the surface.\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 8: Subsurface salt concentration in the field " ] }, { "cell_type": "code", "execution_count": 85, "metadata": {}, "outputs": [], "source": [ "# individual parameters of the sites\n", "# x_res, y_res: distance of sampling positions in centimeters\n", "# x_num, y_num: number of samples in x- and y direction\n", "# ridge1, ridge2: position of the first and second ridge in\n", "# number of samples from the left end of the trench\n", "site_params = {'T27-S_T1':{'x_res':15,'x_num':17,\\\n", " 'y_res':10,'y_num':9,'ridge1':2,'ridge2':14},\\\n", " 'T32-1-L1_T3':{'x_res':15,'x_num':18,\\\n", " 'y_res':10,'y_num':9,'ridge1':2,'ridge2':15}}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### TLS scans " ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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identifierwatersandsalt_dsalt_isalt_diff
0(1,1)4.15129.752.883.280.40
1(1,2)4.03607.601.491.670.18
2(1,3)4.292111.130.950.91-0.04
3(1,4)3.615711.280.610.56-0.05
4(1,5)5.088810.000.860.83-0.04
\n", "
" ], "text/plain": [ " identifier water sand salt_d salt_i salt_diff\n", "0 (1,1) 4.1512 9.75 2.88 3.28 0.40\n", "1 (1,2) 4.0360 7.60 1.49 1.67 0.18\n", "2 (1,3) 4.2921 11.13 0.95 0.91 -0.04\n", "3 (1,4) 3.6157 11.28 0.61 0.56 -0.05\n", "4 (1,5) 5.0888 10.00 0.86 0.83 -0.04" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# TLS scans\n", "TLS1 = np.load('data/TLS_data_T27-S.npy')\n", "TLS2 = np.load('data/TLS_data_T32-1-L1_P3.npy')\n", "\n", "# scale to cm\n", "TLS1 *= 100\n", "TLS2 *= 100\n", "\n", "# salt concentration data from two field site cross sections\n", "# extracted from trenches\n", "C1_raw = pd.read_csv('data/T27-S_T1.csv', header=1)\n", "C2_raw = pd.read_csv('data/T32-1-L1_T3.csv', header=1)\n", "\n", "# shorten column names\n", "for C in [C1_raw,C2_raw]:\n", " C.rename(columns={'water [g]': 'water', \n", " 'sand [g]': 'sand',\n", " 'salt direct [g]': 'salt_d',\n", " 'salt indirect [g]': 'salt_i',\n", " 'salt difference [g]': 'salt_diff'}, inplace=True)\n", " \n", "# calculate salt concentration in wt.% from the indirect measurements\n", "# since they have proven to be more accurate\n", "C1 = (C1_raw['salt_i'] / (C1_raw['water'] + C1_raw['salt_i'])) * 100\n", "C2 = (C2_raw['salt_i'] / (C2_raw['water'] + C2_raw['salt_i'])) * 100\n", "\n", "# Site T27-S_T1 seems to have an outlier at sample (1,9).\n", "# directly and indirectly measured salt weights diverge by ~20%,\n", "# which indicates that something has gone wrong during the analysis\n", "# in the lab. We choose to set this value to Nan\n", "C1[8] = np.nan\n", "\n", "C1_raw.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Horizontally averaged salinity distribution " ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A: 23.210277179076876, K: -0.057599972547595545, C: 11.037138945308103, L: 17.36111938549429\n" ] } ], "source": [ "# first two rows of samples are likely contaminated by the crust\n", "# and therefore left out\n", "skip = 2\n", "\n", "# model and fit functions\n", "def model_func(t, A, K, C):\n", " return A*np.exp(K * t) + C\n", " \n", "def fit_exp_nonlinear(x, y):\n", " opt_parms, parm_cov = curve_fit(model_func, \\\n", " x, y, maxfev=1000,p0=[1,-1,1])\n", " A, K, C = opt_parms\n", " return A, K, C\n", "\n", "# get vertical concentration averages for site 1\n", "C1_averages = []\n", "C1_errors = []\n", "\n", "C1_y_res = site_params['T27-S_T1']['y_res']\n", "C1_y_num = site_params['T27-S_T1']['y_num']\n", "C1_y_distance = np.arange(0,C1_y_res*C1_y_num,C1_y_res)\n", "\n", "for index, z_pos in enumerate(C1_y_distance):\n", " tmp_data = C1[index::C1_y_num]\n", " C1_averages.append(np.nanmean(tmp_data))\n", " C1_errors.append(tmp_data.std())\n", " \n", "# fit to the data\n", "C1_A, C1_K, C1_C = fit_exp_nonlinear(C1_y_distance[skip:], C1_averages[skip:])\n", "C1_fit_x = np.arange(0,(len(C1_y_distance) + 1)*10,0.1)\n", "C1_fit_y = model_func(C1_fit_x, C1_A, C1_K, C1_C)\n", "C1_L = np.abs(1./C1_K)\n", "print('A: {}, K: {}, C: {}, L: {}'.format(C1_A, C1_K , C1_C, C1_L))" ] }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A: 23.210277179076876, K: -0.057599972547595545, C: 11.037138945308103, L: 17.36111938549429\n" ] } ], "source": [ "# get vertical concentration averages for site 1\n", "C1_averages = []\n", "C1_errors = []\n", "\n", "C1_y_res = site_params['T27-S_T1']['y_res']\n", "C1_y_num = site_params['T27-S_T1']['y_num']\n", "C1_y_distance = np.arange(0,C1_y_res*C1_y_num,C1_y_res)\n", "\n", "for index, z_pos in enumerate(C1_y_distance):\n", " tmp_data = C1[index::C1_y_num]\n", " C1_averages.append(np.nanmean(tmp_data))\n", " C1_errors.append(tmp_data.std())\n", " \n", "# fit to the data\n", "C1_A, C1_K, C1_C = fit_exp_nonlinear(C1_y_distance[skip:], C1_averages[skip:])\n", "C1_fit_x = np.arange(0,(len(C1_y_distance) + 1)*10,0.1)\n", "C1_fit_y = model_func(C1_fit_x, C1_A, C1_K, C1_C)\n", "C1_L = np.abs(1./C1_K)\n", "print('A: {}, K: {}, C: {}, L: {}'.format(C1_A, C1_K , C1_C, C1_L))\n" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A: 36.8368865060387, K: -0.05303973857117063, C: 4.8186947390700405, L: 18.853788252711013\n" ] } ], "source": [ "# get vertical concentration averages for site 2\n", "C2_averages = []\n", "C2_errors = []\n", "\n", "C2_y_res = site_params['T32-1-L1_T3']['y_res']\n", "C2_y_num = site_params['T32-1-L1_T3']['y_num']\n", "C2_y_distance = np.arange(0,C2_y_res*C2_y_num,C2_y_res)\n", "\n", "for index, z_pos in enumerate(C2_y_distance):\n", " tmp_data = C2[index::C2_y_num]\n", " C2_averages.append(np.nanmean(tmp_data))\n", " C2_errors.append(tmp_data.std())\n", " \n", "# fit to the data\n", "C2_A, C2_K, C2_C = fit_exp_nonlinear(C2_y_distance[skip:], C2_averages[skip:])\n", "C2_fit_x = np.arange(0,(len(C2_y_distance) + 1)*10,0.1)\n", "C2_fit_y = model_func(C2_fit_x, C2_A, C2_K, C2_C)\n", "C2_L = np.abs(1./C2_K)\n", "print('A: {}, K: {}, C: {}, L: {}'.format(C2_A, C2_K , C2_C, C2_L))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Subsurface salinity distribution " ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [], "source": [ "# construct image from measurements of T27-S_T1\n", "C1_img = np.asarray(C1[0::C1_y_num])\n", "for index, z_pos in enumerate(C1_y_distance):\n", " if index == 0:\n", " pass\n", " else:\n", " line = np.asarray(C1[index::C1_y_num])\n", " C1_img = np.vstack([C1_img,line]) \n", " \n", "# construct image from measurements of T32-1-L1_T3\n", "C2_img = np.asarray(C2[0::C2_y_num])\n", "for index, z_pos in enumerate(C2_y_distance):\n", " if index == 0:\n", " pass\n", " else:\n", " line = np.asarray(C2[index::C2_y_num])\n", " C2_img = np.vstack([C2_img,line]) " ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# set the figure and subfigure grid up\n", "fig = plt.figure(figsize=(10,4),dpi=300)\n", "\n", "#ax0 = plt.subplot2grid((3, 4), (0, 1),colspan=2, fig=fig)\n", "ax1 = plt.subplot2grid((2, 4), (0, 0),fig=fig)\n", "ax2 = plt.subplot2grid((2, 4), (1, 0),fig=fig)\n", "ax3 = plt.subplot2grid((2, 4), (0, 1),colspan=2,fig=fig)\n", "ax4 = plt.subplot2grid((2, 4), (1, 1),colspan=2,fig=fig)\n", "ax5 = plt.subplot2grid((2, 4), (0, 3),fig=fig)\n", "ax6 = plt.subplot2grid((2, 4), (1, 3),fig=fig)\n", "\n", "# colormaps for the TLS and overall concentration data\n", "cmap_hori = plt.get_cmap('viridis')\n", "cmap_vert = plt.get_cmap('inferno_r')\n", "cmap_grey = plt.get_cmap('Greys')\n", "\n", "### TLS data ###\n", "# plot data\n", "cbar_ax1 = ax1.imshow(TLS1,cmap=cmap_hori, vmin=0,vmax=TLS2.max(),\\\n", " interpolation='nearest')\n", "cbar_ax2 = ax2.imshow(TLS2,cmap=cmap_hori, vmin=0,vmax=TLS2.max(),\\\n", " interpolation='nearest')\n", "\n", "# adjust axis limits\n", "ax1.set_xlim([0,1051])\n", "ax2.set_xlim([0,1051])\n", "ax1.set_ylim([0,1051])\n", "ax2.set_ylim([0,1051])\n", "\n", "# set the ticks and ticklabels\n", "ticklabels = ['{}'.format(i) for i in np.arange(0,11,2)]\n", "ax1.set_xticks([])\n", "ax1.set_yticks([])\n", "ax2.set_xticks([])\n", "ax2.set_yticks([])\n", "\n", "### overal concentration data as colormaps ###\n", "# plot data\n", "cbar_ax3 = ax3.imshow(C1_img[skip:,0:],cmap=cmap_vert,vmin=3,vmax=24,\\\n", " interpolation='nearest')\n", "# site T32-1-L1_T3 has one more column of samples to the right. We \n", "# do not plot that for symmetry reasons (same number of columns as T27-S_T1)\n", "cbar_ax4 = ax4.imshow(C2_img[skip:,0:-1],cmap=cmap_vert,vmin=3,vmax=24,\\\n", " interpolation='nearest')\n", "ax3.set_xticks([])\n", "ax4.set_xticks([])\n", "ax3.set_yticks([])\n", "ax4.set_yticks([])\n", "\n", "### vertical concentration data and fits\n", "ax5.plot(C1_fit_y,C1_fit_x,label='fit')\n", "ax5.errorbar(C1_averages[skip:],C1_y_distance[skip:],\\\n", " xerr=C1_errors[skip:],yerr=2,\\\n", " label='data',color='r',fmt='o',)\n", "ax6.plot(C2_fit_y,C2_fit_x,label='fit')\n", "ax6.errorbar(C2_averages[skip:],C2_y_distance[skip:],\\\n", " xerr=C2_errors[skip:],yerr=2,\\\n", " label='data',color='r',fmt='o',)\n", "\n", "ax6.set_xlabel('salt concentration / wt.\\%',fontsize=12)\n", "\n", "# invert the y-axis and adjust axis limits\n", "ax6.set_ylim([85,15])\n", "ax5.set_ylim([85,15])\n", "ax5.set_xlim([3,28])\n", "ax6.set_xlim([3,28])\n", "\n", "# set axis ticks and ticklabels\n", "ax5.yaxis.tick_right()\n", "ax6.yaxis.tick_right()\n", "ax5.set_xticks([])\n", "ax6.set_xticks(np.arange(5,26,5))\n", "\n", "# legends\n", "ax5.legend(loc=4,fontsize=9)\n", "ax6.legend(loc=4,fontsize=9)\n", "\n", "# artistic ridges\n", "ridge_ax = fig.add_axes([0.3386,0.865,0.349,0.15])\n", "salt_ridge = Image.open('data/salt_ridge_T27-S.png')\n", "salt_ridge = np.asarray(salt_ridge)\n", "ridge_ax.imshow(salt_ridge,interpolation='nearest')\n", "ridge_ax.set_xticks([])\n", "ridge_ax.set_yticks([])\n", "ridge_ax.axis('off')\n", "\n", "# adjust the aspect rations and space between the subplots\n", "ax5.set_aspect(30/80)\n", "ax6.set_aspect(30/80)\n", "\n", "\n", "plt.subplots_adjust(left=None, bottom=None, right=None, top=None,\n", " wspace=0.6, hspace=0.05)\n", "\n", "ax5.text(33,65,'depth / cm',fontsize=14,rotation=90)\n", "ax6.text(33,65,'depth / cm',fontsize=14,rotation=90)\n", "\n", "ax1.text(-30,1120,'A',fontsize=20)\n", "ax3.text(-0.8,-1,'B',fontsize=20)\n", "ax5.text(3,10,'C',fontsize=20)\n", "\n", "ax1.plot([100,300],[100,100],color='w')\n", "ax1.text(90,130,'2 m',color='w',fontsize=14)\n", "ax2.plot([100,300],[100,100],color='w')\n", "ax2.text(90,130,'2 m',color='w',fontsize=14)\n", "\n", "ax3.plot([1,5],[6,6],color='k')\n", "ax3.text(1.9,5.8,'60 cm',color='k',fontsize=14)\n", "ax4.plot([1,5],[6,6],color='k')\n", "ax4.text(1.9,5.8,'60 cm',color='k',fontsize=14)\n", "\n", "#y_label_l.set_ylabel('long. dist. [m]')\n", "#y_label_r = fig.add_axes([0.3385,0.864,0.349,0.15])\n", "\n", "### colorbars \n", "cax_TLS = fig.add_axes([0.179,0.08,0.1475,0.03])\n", "cbar_TLS = fig.colorbar(cbar_ax1,orientation='horizontal',\\\n", " ticks=[0,5,10,15,20,25],cax=cax_TLS)\n", "cax_TLS.tick_params(labelsize=8)\n", "cbar_TLS.set_label('elevation / cm',fontsize=12)\n", "\n", "cax_C = fig.add_axes([0.333,0.08,0.358,0.03])\n", "cbar_C = fig.colorbar(cbar_ax3,orientation='horizontal',\\\n", " ticks=[5,10,15,20,25],cax=cax_C)\n", "cax_C.tick_params(labelsize=8)\n", "cbar_C.set_label('salt concentration / wt.\\\\%',fontsize=12)\n", "\n", "plt.subplots_adjust(left=None, bottom=None, right=None, top=None,\n", " wspace=-0.32)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 8**: **A**: TLS scans of the surfaces showing the elevation of ridges above the surface. **B**: Cross-sections of polygons at Owens Lake showing the variation of salt concentration with depth and in-between ridges. Each colored square corresponds to one sample taken at the field site. **C**: Exponential fits to the changing salt concentration with depth.\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Discussion and Conclusion \n", "Salt deserts, playa and pans are a common landform important for climate balances such as dust, energy and water, and express a rich repertoire of patterns and dynamics. Here we have shown that, in order to model and understand the surface expression of such deserts, it is important to consider the crust together with the subsurface dynamics. In particular, we have shown how the emergence of regular salt polygons, which are a common salt crust pattern, can result from their coupling to a convection process in the soil beneath them. As such, we have shown how salt polygons are part of a growing list of geophysical phenomena, such as fairy circles [[45](https://doi.org/10.1126/science.1222999)], ice wedges [[46](https://doi.org/10.1029/2002JE001914)], polygonal terrain [[47](https://doi.org/10.1126/science.1077309)] and columnar joints [[48](https://doi.org/10.1098/rsta.2012.0353)], which can be successfully explained as the result of the instability of a dynamical process. \n", "\n", "To establish the connection between surface and subsurface, we demonstrated consistent results from theoretical and numerical modeling, analogue experiments and field studies. In contrast to existing theories [[17](https://doi.org/10.1126/science.139.3555.607), [19](https://books.google.at/books/about/A_geomorphological_and_paleoclimatologic.html?id=DuA_AAAAIAAJ&redir_esc=y)], such a model is able to explain the robustness of the pattern length scale by considering the dynamical coarsening process of the downwelling plumes, based only on measured environmental parameters. The convective dynamics are also generally known to give rise to closed-form polygonal shapes [[49](https://doi.org/10.1017/s0022112096003990)]. At the downwellings the salinity is higher and therefore the salinity gradient between the crust and the underlying fluid is weaker (compare [Fig. 2](#figure2) to measurements in [Fig. 4](#figure4)). As salt transport is a balance of advective and diffusive processes, this will lead to an increased rate of salt precipitation at these sites, contributing to the growth of ridges at the boundaries of convection cells. After the initial emergence of ridges, the growth process might be bolstered by feedback mechanisms such as a modulation of the evaporation rate by the presence of ridges, cracks or surface wicking phenomena.\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Methods " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Field \n", "Field work was conducted at Owens Lake and Badwater Basin (CA) in November 2016 and January 2018; see e.g. [[50](https://doi.org/10.3133/wsp2370b), [51](https://doi.org/10.3133/pp494b)] for geological descriptions. The Owens Lake sampling sites are indicated in the supplement [Fig. 9](#figure_9), Badwater Basin sampling sites are indicated in [Fig. 10](#figure_10). At Badwater Basin five sites were visited $\\sim$500$\\,$m south of the main tourist entrance to the playa. GPS locations of all sites are provided in the supplemental information ([Tab. 2](#table2)). \n", "\n", "Surface height maps were obtained using a Leica P20 ScanStation terrestrial laser scanner. The scanner head was positioned at a height of at least $2\\;$m above the playa surface and scans were performed before the surface was disturbed by sampling. Scan data was processed following Ref. [[5](https://doi.org/10.1002/2013JD020632)]. Data were first gridded into a digital elevation map (DEM) with a lateral resolution of $1\\,$cm and a vertical resolution of $0.3\\;$mm. Dominant frequencies of surface roughness were then quantified using the $90^\\text{th}$ percentiles determined with the zero-upcrossing method from the DEMs [[6](https://doi.org/10.1130/G36175.1)]. \n", "\n", "At most sites soil cores (4$\\,$cm Dutch gauge corer) were taken to a depth of up to $1\\,$m. The near-surface soil showed normal bedding, indicative of sedimentation following flooding. Samples were collected from each visible soil horizon, or with a vertical resolution of $\\Delta z = 10-15\\,$cm. At two sites we dug trenches to take samples along a cross-section below a salt polygon. Trenches were dug about 200$\\,$cm in length, 40$\\,$cm in width and down to a water table of $\\sim$70$\\,$cm. Soil samples were taken from a freshly cleaned trench wall in a grid pattern with spacings of $\\Delta x = 15\\,$cm and $\\Delta z = 10\\,$cm. The samples had an average volume of approximately $10\\,$ml and were taken using a metal spatula, which was cleaned with distilled water and dried before each use. The samples were a mixture of soil with a grain size of medium sand to clay, water and salt (both dissolved and precipitated). After collection, samples were immediately stored in air-tight containers, which were sealed with parafilm.\n", "\n", "Sediment samples at Sua Pan were collected 2$\\,$cm below the crust in August 2012. These were double bagged and subjected to grain size analysis only.\n", "\n", "The Owens Lake and Badwater Basin samples were analysed to determine their relative salinity. Each sample was first transferred to a crystallising dish and weighed, to give a combined mass of sand, salt and water. It was then dried at 80$^\\circ$C until all moisture had visibly vanished, or for at least 24h, and re-weighed to determine the mass of the (evaporated) water. Next, it was washed with 50$\\,$ml of deionized water to dissolve any salt, allowed to sediment for 24 hours, and the supernatant liquid was collected in another crystallising dish. After two such washings the remaining soil and the recovered salt solution were dried and weighed. Measurement uncertainty is based on the difference between the initial sample mass, and the sum of the separated water, soil and salt masses.\n", "\n", "Soil grain size distributions were then measured by laser particle sizer (Coulter LS 13 320), from which the Sauter diameter (the mean diameter, respecting the soil's specific surface area [37]) was calculated (see supplementary script ```calculate_sauter_diameter.ipynb```). For each site a representative $d_S$ is calculated as the average Sauter diameter of all soil samples (or at trench sites, one sample per depth) from that site. For sites located at Sua Pan, only samples from sites B7 and L5, respectively (see [[6](https://doi.org/10.1130/G36175.1)] for site descriptions), were available. The Sauter diameter of the other five sites is estimated as the mean of the two measured Sauter diameters. Soil porosity has previously been measured to be around $\\phi\\approx 0.70\\pm0.02$ [[38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3)] at Owens Lake. Because of lack of similar measurements at Badwater Basin and Sua Pan, we used the value measured at Owens for calculations of $\\kappa$ and Ra at these sites.\n", "\n", "To evaluate the density difference $\\Delta \\rho$, we collected pore water samples at Owens Lake from eight sites, including liquid taken from directly below the surface, and at a depth of about $1\\,$m. Fluid densities were then measured using a vibrating-tube densitometer (Anton Paar DMA4500). The depth to the water table varied between 0-70$\\,$cm, but the near-surface water density was consistently $1.255\\pm0.008$\\,g/ml, while water from depth had a density of $1.050\\pm0.002$\\,g/ml. These values are broadly consistent with chloride concentration profiles previously measured at Owens Lake [[38](https://doi.org/https://doi.org/10.1016/S0022-1694(97)00007-3)]. We note that thermal effects on the groundwater density are negligible, as the mean annual variation in temperature at Owens Lake will allow for a density change of, at most, 0.005 g/ml. Similarly, the solubility of halite in water would change by less than 0.005 g/ml, seasonally. As such, neither effect is tracked in the model. \n", "\n", "Ionic species present in the pore water were determined by quantitative X-ray powder diffraction analysis of dried salt samples (Philips X'Pert MPD PW 3040). Sites at Owens Lake showed a mixture of dried salts with $53\\pm7\\,$wt.\\% sodium chloride and $30\\pm5\\,$wt.\\% sodium sulphate (mirabilite). Other minerals, such as natrite, sylvite and burkeite, were variously present with less than 10\\% by mass, each. We estimate an average aqueous diffusivity of $D^*=1.37\\cdot10^{-9}\\,\\text{m}^2/\\text{s}$ from measurements of ternary mixtures of the two primary salts [[52](https://doi.org/10.1021/je000134s)], using a weighted average of the mole ratios of their main-term diffusion coefficients. Accounting for the tortuosity, $\\theta$, of the porous medium, we then calculate an effective diffusion coefficient $D=D^*/\\theta^2 = (1.00\\pm 0.24)\\cdot 10^{-9}\\,$m$^2$/s following [[53](https://s3.amazonaws.com/academia.edu.documents/31381352/Diagenetic_Models_and_their_Implementation.pdf?response-content-disposition=inline%3B%20filename%3DDiagenetic_Models_and_Their_Implementati.pdf&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWOWYYGZ2Y53UL3A%2F20191211%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20191211T163851Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=7d8a97d05ccabcc0239c911191ea5811060955e781ee9ff0aa29a2a6ffd7e84e)], where we estimate $\\theta^2=1-\\ln(\\phi)$, as in [[54](https://doi.org/10.1016/0016-7037(96)00158-5)]. \n", "\n", "For the field sites located at Owens Lake, we use the labels referring to surface management cells related to the dust control project there [[55](https://www.ladwp.com/)]. These labels either refer to managed cells or to unmanaged areas in direct vicinity of a managed cell. Labels always start with \"TX-Y\", where X is a number and Y is a letter. The numbers refer to water outlet taps along the main water pipeline that crosses the lakebed south to north and is used to irrigate management cells. Low tap numbers start in the south and increase northwards. The letters A, S and W stand for Addition, South and West, respectively. They refer to additional sub-regions within a management cell. Sites at Sua Pan are labeled following Ref. [[6](https://doi.org/10.1130/G36175.1)].\n", "\n", "For some sites we investigated more than one polygon. This is indicated in brackets next to the site label, e.g. T27-A (3) is the third polygon investigated at site T27-A, which corresponds to the Addition region of the management cell next to the 27$^\\text{th}$ water tap. We also use the numbering for the sites visited at Badwater Basin. These labels make our general findings about the mineral and soil composition relatable to other research done within the scope of the dust control project.\n", "\n", "The Sauter diameter $d_S$, permeability $\\kappa$, Rayleigh number Ra and pattern wavelength $\\lambda$ for all sites investigated at the Badwater Basin and Owens Lake and Sua Pan \n", "are listed in Tab. S1. Here, the permeability is calculated based on the Sauter diameter and porosity as $\\kappa=0.11\\phi^{5.6}d_S^2$ [[39](https://doi.org/10.1103/physreve.80.021304)]. Uncertainties for Ra were calculated as systematic errors based on standard errors of the individual environmental parameters. GPS coordinates and year of the field campaign are listed in Tab. S2.\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Experimental \n", "Experiments were performed in $40\\times 20 \\times 0.8\\,$cm (width, height, spacing) Hele-Shaw cells, filled with glass beads (Sigmund Lindner GmbH) with a diameter of 100-200$\\,\\mu$m and measured Sauter diameter of $150\\,\\mu$m. A porosity $\\phi=0.37\\pm0.01$ was measured. The permeability of the bead pack was evaluated by flow-through experiments as $\\kappa = (1.67\\pm0.12)\\cdot 10^{-11}\\,$m$^2$. The base of each cell was connected to a reservoir containing a $50\\,$g/l solution of NaCl, such that $\\Delta\\rho =0.162\\,$g/ml (as compared to a saturated salt solution). This reservoir maintained a fluid-saturated pore space in the cells. Evaporation at the top of the cells was controlled and enhanced by overhead heating and air circulation, and varied from $E = 1\\,$mm/day to $10\\,$cm/day. Assuming a kinematic viscosity of $\\mu = 10^{-3}\\,$Pa s, these conditions allowed for experimental Rayleigh numbers from Ra $=23$ to 773.\n", "\n", "Visualization of the convective dynamics in the cells was accomplished by burying a thin ($0.15\\,$cm diameter) perforated metal tube approximately $7\\,$cm deep in the cell, and intermittently injecting $2$-$4\\,$ml of dyed saline solution through the tube. The dye then formed a thin line of color which was advected by the flows inside the cell over time. Dye movement was recorded using time-lapse photography with a digital SLR camera ([Nikon D5000 series](https://en.wikipedia.org/wiki/Nikon_D5000)). Plume spacings were then manually measured in the images using ```Fiji``` [[56](https://doi.org/10.1038/nmeth.2019)], for the data presented in [Fig. 3](#figure3) **A**.\n", "\n", "To determine an experimental concentration profile ([Fig. 3](#figure3) **C**), one Hele-Shaw experiment at Ra = 222 was destructively sampled. The reservoir fluid was first dyed with rhodamine, and then fluorescein, to visualise the downwelling (dark, rhodamine) and upwelling (light, fluorescein) plumes. After the dynamics inside the cell became apparent, the wet packing in the cell was removed in layers, while sampling every 2 cm in depth along the centres of the plumes. The resulting $\\sim$1 ml samples were analyzed for their salt concentration using the same protocol as described above for field samples. \n", "\n", "Finally, an additional experiment was conducted using glass beads with diameters of $0-20\\,\\mu$m and $d_S = 2\\,\\mu$m, resulting in Ra $= 3 \\cdot 10^{-3}$, which is well below Ra$_\\mathrm{c}$. As anticipated, this experiment did not show any convective dynamics, over a period of three months.\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Numerical simulation \n", "We numerically solve [equations (4)-(6)](#equation_4_ff) using a stream-function-vorticity approach. We base our methodology on work by [[57](https://doi.org/10.1017/s0022112003005974), [58](https://doi.org/10.1017/s0022112000001543), 59], and a detailed implementation is described elsewhere [[36](https://pure.mpg.de/pubman/faces/ViewItemOverviewPage.jsp?itemId=item_2642309)]. In brief, at each time step we first compute the vorticity from the salinity field using a sixth-order compact finite difference scheme [[60](https://doi.org/10.1016/0021-9991(92)90324-r)]. We then solve Poisson's equation for the stream function employing a semi-spectral Fourier-Galerkin method. This is accomplished by considering the individual Fourier modes, and solving the resulting system of linear differential equations of first order for the stream function. An updated velocity field is then calculated from the stream function by computing the first order spatial derivatives using a sixth-order compact finite difference scheme. Finally, the salinity distribution is advanced in time by using an explicit fourth-order Runge-Kutta scheme with adaptive time-stepping.\n", "\n", "For the simulations shown in [Fig. 3](#figure3) **A**, **D** and **E** we considered systems with a uniform evaporation rate such that $\\frac{\\partial \\psi (X,0)}{\\partial X} = U_Z = 1$, for a stream function $\\psi(X,Z)$. We varied the Rayleigh number between $\\mathrm{Ra}=20$ and $1000$ and the system size (depth $\\times$ width, in units of natural length $L$) from $40\\times 40$, with resolution $\\Delta X = 1.25\\cdot 10^{-1}$, to $10 \\times 5$, with resolution $\\Delta X = 1.25\\cdot 10^{-2}$.\n", "\n", "The data in [Fig. 3](#figure3) **A** are ensemble averages over 6-10 simulations. Wavenumbers at time $\\tau = 1\\, \\widehat{\\tau}$ were calculated at a depth of $Z = -1$. Wavenumbers at $\\tau = 250\\,\\widehat{\\tau}$ were recorded at $Z=-10$, to capture the coarsened dynamics rather than the small proto-plumes sometimes seen near the surface." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Supplementary information " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Field site measurements " ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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d_Ssigma_d_skappasigma_kappaRaRa_LRa_Ulambdasigma_lambda
site
Badwater Basin (1)59.015.04.992.95286438374939611.420.58
Badwater Basin (2)66.012.06.242.9135793127361034151.420.58
Badwater Basin (3)67.09.06.522.563744415096986351.270.55
Badwater Basin (4)72.03.07.392.294241920975937640.580.32
Badwater Basin (5)50.015.03.102.35210645692723160.550.28
T10-34.30.60.030.02117482861.790.86
T166.81.60.070.04294998281.190.51
T2-429.014.01.231.125457918216271.130.54
T2-5 (1)24.04.00.810.353594144389531.040.41
T2-5 (2)20.03.00.550.222436105257420.940.50
T2-5 (3)18.03.00.460.18203388647621.620.65
T25-3 (1)11.02.00.170.0877130019672.250.89
T25-3 (2)24.04.00.830.363697148492111.180.56
T27-A (1)31.08.01.350.8159941843178251.700.65
T27-A (2)33.04.01.550.5669163149156142.720.98
T27-A (3)22.03.00.710.263172145371261.440.55
T27S (*)21.06.00.650.42289283689131.510.64
T29-3 (1)138.023.027.4212.20121991474763109393.021.40
T29-3 (2)116.022.019.499.2986704320682290772.801.34
T32-1-L1 (1) (*)36.012.01.841.3581882018274691.560.66
T32-1-L1 (2) (*)20.04.00.560.26249294664672.650.98
T32-1-L1 (3) (*)37.010.02.011.1889232784263032.430.92
T36-3 (1)46.04.03.041.01135386483292821.170.91
T36-3 (2)35.08.01.820.9980862689229182.271.03
T36-3 (3)75.025.08.085.833592490271193361.430.62
T8-W8.72.60.110.0848513515270.870.41
B79.60.90.130.0534111716830.920.48
L511.61.10.200.0849717024560.590.22
D1010.61.40.160.0741513121980.410.16
J1110.61.40.160.0741513121980.690.27
B310.61.40.160.0741513121980.580.22
D510.61.40.160.0741513121980.950.33
I410.61.40.160.0741513121980.530.20
\n", "
" ], "text/plain": [ " d_S sigma_d_s kappa sigma_kappa Ra Ra_L \\\n", "site \n", "Badwater Basin (1) 59.0 15.0 4.99 2.95 28643 8374 \n", "Badwater Basin (2) 66.0 12.0 6.24 2.91 35793 12736 \n", "Badwater Basin (3) 67.0 9.0 6.52 2.56 37444 15096 \n", "Badwater Basin (4) 72.0 3.0 7.39 2.29 42419 20975 \n", "Badwater Basin (5) 50.0 15.0 3.10 2.35 21064 5692 \n", "T10-3 4.3 0.6 0.03 0.02 117 48 \n", "T16 6.8 1.6 0.07 0.04 294 99 \n", "T2-4 29.0 14.0 1.23 1.12 5457 918 \n", "T2-5 (1) 24.0 4.0 0.81 0.35 3594 1443 \n", "T2-5 (2) 20.0 3.0 0.55 0.22 2436 1052 \n", "T2-5 (3) 18.0 3.0 0.46 0.18 2033 886 \n", "T25-3 (1) 11.0 2.0 0.17 0.08 771 300 \n", "T25-3 (2) 24.0 4.0 0.83 0.36 3697 1484 \n", "T27-A (1) 31.0 8.0 1.35 0.81 5994 1843 \n", "T27-A (2) 33.0 4.0 1.55 0.56 6916 3149 \n", "T27-A (3) 22.0 3.0 0.71 0.26 3172 1453 \n", "T27S (*) 21.0 6.0 0.65 0.42 2892 836 \n", "T29-3 (1) 138.0 23.0 27.42 12.20 121991 47476 \n", "T29-3 (2) 116.0 22.0 19.49 9.29 86704 32068 \n", "T32-1-L1 (1) (*) 36.0 12.0 1.84 1.35 8188 2018 \n", "T32-1-L1 (2) (*) 20.0 4.0 0.56 0.26 2492 946 \n", "T32-1-L1 (3) (*) 37.0 10.0 2.01 1.18 8923 2784 \n", "T36-3 (1) 46.0 4.0 3.04 1.01 13538 6483 \n", "T36-3 (2) 35.0 8.0 1.82 0.99 8086 2689 \n", "T36-3 (3) 75.0 25.0 8.08 5.83 35924 9027 \n", "T8-W 8.7 2.6 0.11 0.08 485 135 \n", "B7 9.6 0.9 0.13 0.05 341 117 \n", "L5 11.6 1.1 0.20 0.08 497 170 \n", "D10 10.6 1.4 0.16 0.07 415 131 \n", "J11 10.6 1.4 0.16 0.07 415 131 \n", "B3 10.6 1.4 0.16 0.07 415 131 \n", "D5 10.6 1.4 0.16 0.07 415 131 \n", "I4 10.6 1.4 0.16 0.07 415 131 \n", "\n", " Ra_U lambda sigma_lambda \n", "site \n", "Badwater Basin (1) 93961 1.42 0.58 \n", "Badwater Basin (2) 103415 1.42 0.58 \n", "Badwater Basin (3) 98635 1.27 0.55 \n", "Badwater Basin (4) 93764 0.58 0.32 \n", "Badwater Basin (5) 72316 0.55 0.28 \n", "T10-3 286 1.79 0.86 \n", "T16 828 1.19 0.51 \n", "T2-4 21627 1.13 0.54 \n", "T2-5 (1) 8953 1.04 0.41 \n", "T2-5 (2) 5742 0.94 0.50 \n", "T2-5 (3) 4762 1.62 0.65 \n", "T25-3 (1) 1967 2.25 0.89 \n", "T25-3 (2) 9211 1.18 0.56 \n", "T27-A (1) 17825 1.70 0.65 \n", "T27-A (2) 15614 2.72 0.98 \n", "T27-A (3) 7126 1.44 0.55 \n", "T27S (*) 8913 1.51 0.64 \n", "T29-3 (1) 310939 3.02 1.40 \n", "T29-3 (2) 229077 2.80 1.34 \n", "T32-1-L1 (1) (*) 27469 1.56 0.66 \n", "T32-1-L1 (2) (*) 6467 2.65 0.98 \n", "T32-1-L1 (3) (*) 26303 2.43 0.92 \n", "T36-3 (1) 29282 1.17 0.91 \n", "T36-3 (2) 22918 2.27 1.03 \n", "T36-3 (3) 119336 1.43 0.62 \n", "T8-W 1527 0.87 0.41 \n", "B7 1683 0.92 0.48 \n", "L5 2456 0.59 0.22 \n", "D10 2198 0.41 0.16 \n", "J11 2198 0.69 0.27 \n", "B3 2198 0.58 0.22 \n", "D5 2198 0.95 0.33 \n", "I4 2198 0.53 0.20 " ] }, "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fld_values = pd.read_csv('data/field_site_values.csv',\\\n", " index_col='site')\n", "fld_values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Table 1**: _Site label, location, GPS coordinates and year of the field campaign for sites at Badwater Basin (Death Valley, CA), Owens Lake (Owens Valley, CA) and Sua Pan (Namibia). Sauter diameter $d_S$, permeability $\\kappa$, and pattern wavelength $\\lambda$ measured or calculated for each of the field sites. Samples from sites_ T-32-1-L1 _are stemming from a trench._" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Field site GPS locations \n", "\n", "Locations for the Owens Lake field sites are also displayed in [Fig. 9](#figure_9). Locations for the Badwater Basin field sites are also displayed in [Fig. 10](#figure_10)" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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locationlatitudelongitudeyear
site
Badwater Basin (1)Death Valley36°13.651'-116°46.723'2016
Badwater Basin (2)Death Valley36°13.674'-116°46.735'2016
Badwater Basin (3)Death Valley36°13.665'-116°46.820'2016
Badwater Basin (4)Death Valley36°13.660'-116°46.903'2016
Badwater Basin (5)Death Valley36°13.654'-116°47.036'2016
T10-3Owens Lake36°23.147'-117°56.772'2018
T16Owens Lake36°23.953'-117°56.454'2018
T2-4Owens Lake36°20.803'-117°58.642'2016
T2-5 (1)Owens Lake36°21.055'-117°58.824'2016
T2-5 (2)Owens Lake36°20.895'-117°58.740'2016
T2-5 (3)Owens Lake36°20.877'-117°58.7112018
T25-3 (1)Owens Lake36°27.039'-117°54.510'2018
T25-3 (2)Owens Lake36°28.383'-117°54.957'2018
T27-A (1)Owens Lake36°29.302'-117°55.953'2016
T27-A (2)Owens Lake36°29.061'-117°55.602'2016
T27-A (3)Owens Lake36°29.112'-117°55.804'2018
T27-SOwens Lake36°28.549'-117°54.994'2018
T29-3 (1)Owens Lake36°29.955'-117°55.999'2016
T29-3 (2)Owens Lake36°29.960'-117°55.962'2016
T32-1-L1 (1)Owens Lake36°53.897'-117°57.209'2016
T32-1-L1 (2)Owens Lake36°32.354'-117°57.218'2018
T32-1-L1 (3)Owens Lake36°32.337'-117°57.204'2018
T36-3 (1)Owens Lake36°29.953'-117°58.505'2016
T36-3 (2)Owens Lake36°30.050'-117°58.518'2016
T36-3 (3)Owens Lake36°29.724'-117°57.916'2016
T8-WOwens Lake36°22.522'-117°57.256'2018
B7Sua Pan-20°35.046'25°54.654'2012
L5Sua Pan-20°33.996'26°0.420'2012
D10Sua Pan-20°36.678'25°55.794'2012
J11Sua Pan-20°37.242'25°59.250'2012
B3Sua Pan-20°32.880'25°54.672'2012
D5Sua Pan-20°33.972'25°55.818'2012
I4Sua Pan-20°33.447'25°58.699'2012
\n", "
" ], "text/plain": [ " location latitude longitude year\n", "site \n", "Badwater Basin (1) Death Valley 36°13.651' -116°46.723' 2016\n", "Badwater Basin (2) Death Valley 36°13.674' -116°46.735' 2016\n", "Badwater Basin (3) Death Valley 36°13.665' -116°46.820' 2016\n", "Badwater Basin (4) Death Valley 36°13.660' -116°46.903' 2016\n", "Badwater Basin (5) Death Valley 36°13.654' -116°47.036' 2016\n", "T10-3 Owens Lake 36°23.147' -117°56.772' 2018\n", "T16 Owens Lake 36°23.953' -117°56.454' 2018\n", "T2-4 Owens Lake 36°20.803' -117°58.642' 2016\n", "T2-5 (1) Owens Lake 36°21.055' -117°58.824' 2016\n", "T2-5 (2) Owens Lake 36°20.895' -117°58.740' 2016\n", "T2-5 (3) Owens Lake 36°20.877' -117°58.711 2018\n", "T25-3 (1) Owens Lake 36°27.039' -117°54.510' 2018\n", "T25-3 (2) Owens Lake 36°28.383' -117°54.957' 2018\n", "T27-A (1) Owens Lake 36°29.302' -117°55.953' 2016\n", "T27-A (2) Owens Lake 36°29.061' -117°55.602' 2016\n", "T27-A (3) Owens Lake 36°29.112' -117°55.804' 2018\n", "T27-S Owens Lake 36°28.549' -117°54.994' 2018\n", "T29-3 (1) Owens Lake 36°29.955' -117°55.999' 2016\n", "T29-3 (2) Owens Lake 36°29.960' -117°55.962' 2016\n", "T32-1-L1 (1) Owens Lake 36°53.897' -117°57.209' 2016\n", "T32-1-L1 (2) Owens Lake 36°32.354' -117°57.218' 2018\n", "T32-1-L1 (3) Owens Lake 36°32.337' -117°57.204' 2018\n", "T36-3 (1) Owens Lake 36°29.953' -117°58.505' 2016\n", "T36-3 (2) Owens Lake 36°30.050' -117°58.518' 2016\n", "T36-3 (3) Owens Lake 36°29.724' -117°57.916' 2016\n", "T8-W Owens Lake 36°22.522' -117°57.256' 2018\n", "B7 Sua Pan -20°35.046' 25°54.654' 2012\n", "L5 Sua Pan -20°33.996' 26°0.420' 2012\n", "D10 Sua Pan -20°36.678' 25°55.794' 2012\n", "J11 Sua Pan -20°37.242' 25°59.250' 2012\n", "B3 Sua Pan -20°32.880' 25°54.672' 2012\n", "D5 Sua Pan -20°33.972' 25°55.818' 2012\n", "I4 Sua Pan -20°33.447' 25°58.699' 2012" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fld_GPS = pd.read_csv('data/field_site_GPS.csv',index_col='site')\n", "fld_GPS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Table 2** _Location, site label, GPS coordinates and year of the field\n", "campaign for sites at Badwater Basin (Death Valley, CA), Owens\n", "Lake (Owens Valley, CA) and Sua Pan (Namibia)._ \n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 9: Map of the field sites at Owens Lake " ] }, { "cell_type": "markdown", "metadata": { "tags": [ "figure" ] }, "source": [ "![map_owens](images/map_owens.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 9** _Schematic map of Owens Lake in central California, USA. Field sites are indicated as red (coring) and orange (trenching) dots._\n", "\n", "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figure 10: Map of the field sites at Badwater Basin " ] }, { "cell_type": "markdown", "metadata": { "tags": [ "figure" ] }, "source": [ "![map_badwater](images/map_badwater.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure 10** _Schematic map of Badwater Basin in the Death Valley, central California, USA. Sampling sites (all coring) are indicated as red dots._" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[Table of Contents](#TOC)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References \n", "[[1](#ref_1)] Gill, T. E. 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