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Radiation Physics and Chemistry
journal homepage: www.elsevier.com/locate/radphyschem
SR micro-XRF to study Pb diffusion using a one-dimensional geometric
model in leaves of Brassica napus for phytoremediation
M. Rubio
a,b,c,*
, M.F. Mera
a
, S. Cazón
a
, M.E. Rubio
b,c
, C.A. Pérez
d
a
CEPROCOR, Córdoba, Argentina
b
FAMAF. UNC, Córdoba, Argentina
c
IFEG-CONICET, Córdoba, Argentina
d
LNLS, Campinas, SP, Brazil
ABSTRACT
The purpose of phytoremediation is the removal of contaminants by plants that grow in soils with high levels of specific contamination. The technological im-
plementation of lead phytoremediation depends on the understanding of tolerance and growth phenomena of the plant in contaminated soil, uptake and translocation
of this element and its accumulation in aerial foliage of the plant. This work provides results about diffusive transfer of lead across the xylem towards leaf blade (or
lamina) of Brassica napus using a 1-dimension model that assumes Fick's Second Law. It uses mapping data of Pb concentrations measured by synchrotron radiation
micro x-ray fluorescence in order to calculate the diffusion coefficient in soft tissue of leaves. The diffusion equation is solved for a flat leaf geometric model and the
solution is fitted to experimental values of Pb concentrations of equivalent leaves, harvested from the same plant in progressive times of its growing cycle. The results
of the diffusion coefficient were calculated in a zone (∼600 μm) outside the leaf xylem, where the Pb concentration profile determines a well-defined gradient. These
results are original and provide a contribution to understand the dynamics of Pb retention in leaves.
1. Introduction
Some global organizations related to environmental effects on
public health determine that lead is the heavy metal with major public
health concern (WHO, 2016; IHME, 2015). It can produce serious
consequences in organisms and in humans even in low concentrations.
Human activities such as mining, smelting, municipal sewage sludge
and shooting ranges are main sources of environmental lead con-
tamination. Phytoextraction is one of the technological processes pro-
posed for the remediation of soils contaminated by Pb and other toxic
metals (EPA, 1999). It uses plants that develop the full growth cycle
tolerating the toxicity of contaminated soils where they are grown.
Phytoremediation is a feasible remediation tool if plants can take large
amounts of lead in their roots, translocate this metal to the shoots and
produce a large amount of biomass, preferably in its aerial foliar part
(Cunningham et al., 1995). These plants should have the ability to grow
in poor fertility soils and low rainfall too. Current research continues
looking for plants with these characteristics. Not all of them achieve in
themselves to satisfy the –so called in the literature–“three paradigms”
of an ideal phytoextractive plant. However, given the potential hazard
and widespread contamination of Pb, there is a high interest to seeking
ecologically sustainable and cheaper Pb cleaning methods.
Current phytoextraction knowledgement is mainly based on studies
of Pb uptake processes from the soil of the rhizosphere to the root.
However, less knowledge exists about the mechanisms of transfer of Pb
to the rest of the plant and the bibliography related to the fixation in
leaves is almost scarce. It is important to develop new works that cal-
culate parameters involved in the translocation and accumulation of Pb
in the aerial foliage, such as diffusion and saturation. Simulation
models are also important, and identify parameters that contribute to
the required knowledge. However, the literature related to this problem
discusses almost exclusively the uptake of minerals and metals, and it
does mention less about translocation (Brennan and Shelley, 1999). The
purpose of this work is to contribute to the translocation mechanism
that occurs in leaves, when Pb crosses the main vascular system of the
plant. Lead divalent cations flow through the xylem from soil-to-shoots
at higher speed integrating the transpiration stream. Johnson and
Singhal (2007), proposed a dozen physicochemical processes and their
respective equations to model the mechanisms that control plant uptake
of metal from the soil and translocation from the roots to the shoots and
how these mechanisms interact to control accumulation.
In this work, the passive diffusion equation (2nd Fick's Law) is used
to determine the diffusion coefficient of Pb in blade tissue of B. napus
leaves. This approach describes the system of the leaf at the simplest
level in order to estimate, based on SR induced micro-XRF measure-
ments of concentrations, the diffusivity of Pb during its accumulation in
the leaves. Diffusion coefficients results of this work are non-existent in
the literature and may be important in order to shorten the plant crop
https://doi.org/10.1016/j.radphyschem.2019.04.041
Received 16 December 2018; Received in revised form 15 April 2019; Accepted 17 April 2019
*
Corresponding author. CEPROCOR, Córdoba, Argentina.
E-mail address: mrubiocba@yahoo.com (M. Rubio).
Radiation Physics and Chemistry xxx (xxxx) xxx–xxx
Available online 22 April 2019
0969-806X/ © 2019 Published by Elsevier Ltd.
Please cite this article as: M. Rubio, et al., Radiation Physics and Chemistry, https://doi.org/10.1016/j.radphyschem.2019.04.041