Spatial distribution of metallic trace elements in
soils contaminated by atmospheric fallouts
Case study: Sclaigneaux (Belgium)
Bari (Italy), 3rd July 2012
LIÉNARD AMANDINE PHD STUDENT
Aims
1. Spatial distribution of metallic trace elements
(MTE) at the landscape scale in the topsoil, in
the subsoil and in sediments
2. Impact of land uses, soil types, wind
directions and distance from contaminants
source on the MTE content
3. Risk assessment for agricultural soil
utilisations
Study area:localization
Belgium
Study area: characteristics
Meuse valley Situation of old chimney
Study area: characteristics
- Different soil types
- Land uses (crops, grasslands and forests) - Old factories
Topsoil study
Sampling Strategy - Map projections
Sampling points are distributed between 3 distinct soil types, 3 land uses and 4 wind directions (36 combinations)
1. Main soil types 2. Land use 3. Wind directions
Loamy soil with good drainage Loamy soil with imperfect drainage Loamy stony soil with silexite and gravels
Methodology
• 250 topsoil samples were collected according to this stratified design
• All samples were prepared for analyses :
-Pseudo-total contents in inorganic elements -pH
-Total Organic Carbon -N
• Statistical analyses : -Anova (AV3)
-Ancova (AV3) with distance as covariate -PCA
Distance from source:
The main factor influencing MTE content in topsoil
- Content in each MTE decreases with distance - P-value < 0.001 and R2 > 0.5 y = 30877x-1,248 R² = 0,5281 0 10 20 30 40 50 60 70 80 90 0 500 1000 1500 2000 2500 3000 To tal cad m iu m c o n te n t (p p m )
Source of contamination distance (m)
Direction of dominant winds :
A second factor which influences MTE content in topsoil
0 1 2 3 4 5 6 7
South West North East
Cadmium content (ppm)
- Typical wind direction in Wallonia is South-West toward North-East
Soil types :
A third factor which influences the MTE content in topsoil
0 1 2 3 4 5 6 7 A ve rag e c ad m iu m c o n te n t in to p soil ( ppm ) Cadmium 0 50 100 150 200 250 300 350 A ve rag e le ad c o n te n t in t o p soil ( ppm ) Lead 0 100 200 300 400 500 600 700 A ve rag e z in c c o n te n t in t o p soil ( ppm ) Zinc
- Loamy stony soils with silexite and gravels contain more MTE than loamy soils
Land use :
A last factor which influences the MTE content in topsoil
0 1 2 3 4 5 6 7 8 9
Crop Grassland Forest
A ve rag e c ad m iu m c o n te n t in t o p soil Cadmium 0 100 200 300 400 500 600
Crop Grassland Forest
A ve rag e lead c o n te n t in t o p soil Lead 0 100 200 300 400 500 600 700 800 900
Crop Grassland Forest
A ve rag e z in c c o n te n t in t o p soil Zinc
- Forest content in MTE is always higher (2X) than the other land uses - Likely due to higher content in organic matter, lower pH,…
Confirmation by PCA analysis
0.5 0.4 0.3 0.2 0.1 0.0 -0.1 -0.2 -0.3 -0.4 0.75 0.50 0.25 0.00 -0.25 -0.50 First Component Se co nd C om po ne nt South East West North Forest Grassland CropLoamy soil - imperfect drainage
Loamy soil - good drainage
Loamy pebbles rich soil
Distance Cu
Zn Pb Cd
Topsoils
Risk assessment study
In a 1km radius around the source, there is 80% chance for each contaminant to be above the allowed regional intervention value
Sediments
Contaminated topsoil
Loss of soil and
MTE associated
?
Comparison of topsoil and sediment samples taken very close from each other (max 3m)
Sediments sample Topsoil sample
Comparison of speciation elements
from topsoil and sediments
Available fraction Fraction related to carbonate Fraction related to amorphous oxides Fraction related to crystallized oxides Fraction related to the organic matter Residual fraction
Contaminated topsoil
?
MTE leaching?
0 10 20 30 40 50 60 70 80 90 0 5 10 D e p th o f p ro fi le (c m )Cadmium total contents (ppm)
Loamy soil Sandy soil 0 10 20 30 40 50 60 70 80 90 0 1000 2000 3000 D e p th o f p ro fi le (c m )
Lead total contents (ppm)
0 10 20 30 40 50 60 70 80 90 0 200 400 600 800 D e p th o f p ro fi le (c m )
Zinc total contents (ppm)
- Atmospheric dusts are at the origin of the contamination - MTE evolution is different according to the kind of soil
Conclusions
• Factors influencing spatial distribution of MTE in the
topsoil may be classified in the following order :
– Distance >> Wind directions > Soil type ≈ Land use
– Forests and loamy-stony soils are the most
contaminated
• The greatest risk is met in an area of 1 km radius around
the old chimney - should be decontaminated
• Sediments present in the river are contaminated and the
available fraction is gone
• In a soil profile the contamination decreases with depth
and the evolution depends on soil types and land uses
Thank you for your attention…
Thank you to my collaborators: - Colinet Gilles
- Bock Laurent