metals and arsenic in cassava: indicators of …atomic absorption spectroscopy (faas), arsenic was...

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Metals and arsenic in cassava: Indicators of contamination in the Zambian Copperbelt mining district Bohdan Kříbek, Vladimír Majer and Ilja Knésl Czech Geological Survey Imasiku Nyambe Department of Geology, School of Mines, University of Zambia Martin Mihaljevič and Vojtěch Ettler Institute of Geochemistry, Mineralogy and Mineral Resources, Faculty of Science, Charles University Ondra Sracek Department of Geology, Faculty of Science, Palacký University Olomouc, Czech Republic IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

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Page 1: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Metals and arsenic in cassava: Indicators of contamination in the Zambian Copperbelt mining

district

Bohdan Kříbek, Vladimír Majer and Ilja Knésl

Czech Geological Survey

Imasiku Nyambe

Department of Geology, School of Mines, University of Zambia

Martin Mihaljevič and Vojtěch Ettler

Institute of Geochemistry, Mineralogy and Mineral Resources, Faculty of Science,

Charles University

Ondra Sracek

Department of Geology, Faculty of Science, Palacký University Olomouc, Czech

Republic

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 2: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Mufulira

Chambishi

Kitwe

Kalulushi

Chibuluma

Nkana

Mindola

Chingola Nchanga

Chililabombwe

Konkola

Luanshya

12°15'

27°30' 29°

N

Map Sheet 1228A3 Nsato Surveyed in 2004

Map Sheet 1228A4 Mokambo Surveyed in 2004

Map Sheet 1228C1 Mufulira Surveyed in 2002

Map Sheet 1228C3 Kitwe Surveyed in 2004

Map Sheet 1227B4 Chililabombwe Surveyed in 2005

Map Sheet 1227D2 Chingola Surveyed in 2005

NDOLA Map Sheet 1228C4 Kitwe-East Surveyed in 2006

Map Sheet 1228C2 Mufulira-East Surveyed in 2006

Geological sketch map of Zambian Copperbelt and the scope of the environmental-geochemical survey

GEOLOGICAL MAP OF ZAMBIA

Surveyed area

- 760 composite samples of surface soil - 264 samples of subsurface soils - 270 samples of stream sediments - 120 samples of surface waters - 60 special samples (slag, tailings, ochres)

Total area: 4700 km2

Page 3: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

SOURCES OF ANTHROPOGENIC CONTAMINATION OF SOILS AND PLANTS:

Dust from ore treatment plants and slag deposits

Gaseous and solid emissions from smelters

Dust from dry superfical parts of tailing ponds

Transport of concentrates and products

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 4: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Airborne dust particles from smelters

Dust particles contain: As, Be, Co, Cr, Cu, Hg, Mo, Se, V a Zn

Slag particles Magn. 800x

the Nkana Smelter

Ba, S (barite)

Cu, Si, Al , Cr (slag particle)

Si, O (quartz grain)Al, Si, O, K, Fetr. Ti, Zn, Cu, S(slag particle)

Fe, Cu, S, O(sulphate particle)

Al, Mg, K, Fe, Cu, Zn(slag particle)

Cu, Fe, S(chalcopyrite)

Fine-grained airborne particles from the Nkana Smelter Magnification: 2000x

Slag particles, Nkana crushers Magnification 600x

Cu-Fe-S intermediate solid solution particle (ISSN)

Magnetite-rich glass particles

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 5: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

SOURCES OF ANTHROPOGENIC CONTAMINATION

Airborne particles from dry beaches of tailing impoundments

Dust particles from the Mindolo Tailings Impoundment contain up to: 22 ppm As; 3 090 ppm Co; 9 350 ppm Cu; 0.02 ppm Hg; 88 ppm Mo; 124 ppm Ni; 95 ppm Pb; 21 ppm Se and 74 ppm Zn

Sandstorm over the Mufulira Impoundment

Sandstorm over a dry beach of the Mindolo Impoundment

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 6: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

METALS AND ARSENIC IN CROP PLANTS

The objectives of this study were:

(1) To assess contents of As, Cu, Co and Pb in crop

plants (cassava, sweet potato, maize) in

uncontaminated and contaminated areas

(2) To evaluate the plant-to-soil response

(3) To assess whether food prepared from crop plants

grown in contaminated areas endangers the health

of the local population

(4) To evaluate superfical contamination of leaves

caused by dust fallout in the neighbourhood of smelters

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 7: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Sampled plant/plant parts

Cassava/leaves, tubers (n = 55/49) Sweet potato/leaves, tuber (n = 17/18)

Maize/grains (n = 32)

IGCP/SIDA 594 Training course, Johannesburg

Page 8: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

The pseudo-total digests of soil samples were obtained by a standardized aqua regia extraction procedure (ISO 11466) Bioavailable metals in soils: - 0.01M solution of CaCl2

- 0.1 M solution of ammonium fluoride and complexone III (Mehlich III) - 0.025 M solution of Na2EDTA - 0.001M solution of DTPA Approximately 1-g aliquots of the plant parts were burned down in a muffle oven. Temperature program: from 25 oC to 550 oC. The Co, Cu, Fe, Pb and Zn were determined in ash leachate using Flame Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS)

ANALYTICAL METHODS

Page 9: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Distribution of metals and arsenic in plant parts (uncontaminated area, background data)

Leaf stalk:As 0.43

Pb 2Zn 76

Co 0.5Cu 7.7

<

Stem:As 0.27

Pb 1.3

Zn 51

Co 0.5Cu 14.1

<

Root:As 0.37

Pb 1.8

Zn 23

Co 0.5Cu 6.5

<

Peeled tuber:As 0.11

Pb 0.7Zn 11

Co 0.5

Cu 1.7<

Leaf:As 0.14

Pb 3Zn 133

Co 0.5

Cu 11.7<

Concentration in soil: As: 0.90, , Zn: 55 mg kg-1

Co: 17 Cu: 48, Pb: 10,6,

Peel:As 0.81

Pb 1.8Zn 36

Co 0.5

Cu 6,7<

Cassava RESULTS ACHIEVED

Leaf As: 0.15 Cu: 0.24 Pb:0.28 Zn: 2.41

Tuber

As: 0.12 Cu: 0.04 Pb: 0.07 Zn: 0.23

Cassava, accumulation factors

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 10: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Distribution of metals and arsenic in plant parts (uncontaminated area)

Leaf:As 0.16

Pb 0.7Zn 29

Co 0.5

Cu 16.6<

Leaf stalk:As 0.2

Pb 0.7Zn 18

Co 0.5Cu 20.7

<

Stem:As 0.15

Cu 17.6Pb 0.5

Zn 11

Co 0.5<

Root:As 0.14

Pb 0.5Zn 19

Co 0.5

Cu 15.7<

Peeled tuber:As 0.14

Pb 0.5Zn 10

Co 0.5Cu 7.1

<

<

Concentration in soil: As: 0.90, Zn: 55 mg kg -1Co: 17, Cu: 48, Pb: 10,6,

Peel:As 0.21

Pb 0.7

Zn 28

Co 0.5Cu 8.8

<

Sweet potato

Leaf As: 0.21 Cu: 0.36 Pb: 0.06 Zn: 0.52

Tuber

As: 0.15 Cu: 0.14 Pb: 0.03 Zn: 0.18

Sweet potato, accumulation factors

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 11: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

VARIATION IN CONCENTRATIONS

Contents of metals in plants are governed by a number of factors: External factors: - content of bioavailable metals in soil - soil composition and pH - vegetation period - climatic conditions

Internal factors: - age of plant - bioessentiality of elements - avoidance mechanisms - antagonism of elements

Concentrations of copper and zinc in leaves and

tubers of cassava and sweet potatoes in relation to

the age of these crop plants

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 12: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Metals and arsenic

in uncontaminated

and contaminated

areas

Plant and soils were sampled in contaminated part of the Zambian Copperbelt (CIP > 1)

and,

in the reference, uncontaminated part of the Zambian Copperbelt (CIP < 1)

Location of sampling points

Coeficient of Industrial Pollution

6

ZnPbHgCuCoAs m

Zn

m

Pb

m

Hg

m

Cu

m

Co

m

As

CIP

mX – value of the metal concentration

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 13: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Contents of metals and arsenic in uncontaminated and

contaminated soils of the Zambian Copperbelt

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 14: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Content of metals

and arsenic in cassava

leaves and tubers

(uncontaminated and

contaminated area)

10000

1000

100

10

1

Soil Leaves Tuber Soil Leaves Tuber

Cu (m

g.k

g)

-1

Uncontaminated Contaminated

Cassava leaves

Cassava tubers

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 15: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Cu/Zn ratio in cassava leaves - uncontaminated area

Cu/Zn ratio in cassava leaves - contaminated area

Zinc was found to prevail over copper in leaves of cassava growing in uncontaminated areas. The distribution of data is very homogeneous

In contrast, copper was mostly found to prevail over zinc in leaves of cassava growing in contaminated areas, but the distribution of data is rather very heterogeneous

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 16: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Root-Mesoil Leaf-Mesoil

Cr

Co

Ni

Cu 0.5254

Zn

Pb

As

Root-Mesoil Leaf-Mesoil

Cr -0.3301

Co 0.4868

Ni

Cu 0.6134 0.5649

Zn 0.5262

Pb 0.3701

As 0.3931

Significant correlation cassava-total metal in soil

Significant correlation cassava-biavailable metal

in soil (EDTA)

values p < 0.05 values p < 0.01 values p < 0.001

Spearman correlation matrix

Soil-to-plant correlation

As Co Cr Cu Fe Mn Ni Pb V Zn0

5

10

15

20

25

30

35

40

45

50

Chemical elements

Ava

ilab

le m

eta

ls (

in %

of to

tal am

ou

nt

of

meta

l in

soil)

0.01 M CaCl2 0.1 M CaCl2 Mehlich III

EDTA DTPA

Bioavailable metals in soils

Correlation between the contents of metals and arsenic in plants and soil is low obviously due to plowing or soil loosening during which the contaminated topsoil is mixed with deeper less contaminated layer of soil profile

Page 17: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

COMPARISON WITH OTHER SITES

Median Cu

(mg.kg-1,dw)

Min-Max Cu

(mg.kg-1, dw)

Reference

Cassava leaves, uncontaminated area, Nigeria

41.6 32.7-58.4 Chukwuma 1995

Cassava leaves, uncontaminated area, Copperbelt

20.1 2.1-252.4 This study

Cassava leaves, contaminated area, Copperbelt

131.1 12.3-611.9 This study

Cassava tubers, uncontaminated area, Nigeria

6.2 5.3-8.4 Nganje et al. 2000

Cassava tubers, uncontaminated area, Ghana

10.5 12.4-16.2 Boadi et al. 2009

Cassava tubers, uncontaminated area, Nigeria

12.4

10.7-18.9

Iyaka, 2007

Cassava tubers, uncontaminated area, Copperbelt

3.9 1.7-17.1 This study

Cassava tubers, contaminated area, Copperbelt

8.4 2.3-92.9 This study

Page 18: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

The extremely high contents of copper in cassava leaves indicate that cassava is able to tolerate even extremely high contents of copper in soils in which it is grown. Strategy adopted by plants to tolerate excess content of copper in soil: - chelation of copper in the cytosol by peptides such as phytochelatins, - repair of stress-damaged proteins, - the compartmentation of metals in the vacuole by tonoplast-located transporters.

Page 19: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Dietary risk assessment

Highest tolerable intake limits for metals and metalloids (after FAO/WHO Expert Committee on Food´s limits, JECFA, 2007)

Arsenic: weekly intake limit: 0.015 mg.kg-1 of Human Body Weight (HBW) Lead: weekly intake limit: 0.025 mg.kg-1 HBW Copper: daily maximum tolerable limit: 0.5 mg.kg-1 HBW

Daily intake of cassava mush is estimated at 300 g.d-1 (single meal) The daily intake of cassava vegetable salad is estimated at 70 g.d-1 (single meal). The average weight (HBW) of Zambian rural population (adults) was estimated at 70 kg.

Estimation

Page 20: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Cu Pb As

1

0.1

0.01

0.001Da

ily/w

ee

ky u

pta

ke

(m

g.k

g-1

HB

W)

Maximum tolerable limit

Max. Value

0.75 quantile

Median

0.25 quantile

Min. Value

EXPLANATION

Cassava mush and cassava vegetable salad:

Daily/weekly intake, Copperbelt

Cu (mg.kg-1 HBW, daily intake)

Pb (mg.kg-1 HBW, weekly intake)

As (mg.kg-1 HBW, weekly intake)

Minimum 0.013 0.005 0.002

Median 0.097 0.017 0.011

Maximum 0.592 0.063 0.062

MAX TOLERABLE INTAKE 0.5 0.025 0.015

RESULTS OF THE DIETARY RISK ASSESSMENT (CASSAVA)

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 21: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Surface contamination of the aboveground parts of vegetables by dust

The health risk linked with the intake of metals and arsenic from crop plants might be substantially higher when poorly washed leaves are used for preparation of salads.

Surface of cassava leaf covered by dust particles from the Mindolo tailings dam, Zambia 100 μm

Chalcantite particle Copper particle

Page 22: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

0

100

200

300

400

500

600

700

800

900

1000

As Pb Fe Co Cu Zn

Co

ncen

trati

on

(p

pm

)

Chemical element

Cassava leaves, weakly washed

Cassava leaves, carefully washed

Cassava leaves, carefully washed and boiled

CONTAMINATION OF LEAVES BY DUST PARTICLES AND EFFECT OF WASHING

The amount of dust on surface

of the leaves can be significantly

reduced by their thorough

washing when fresh vegetable

salads are being prepared

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 23: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

CONCLUSIONS:

- Because of strong contamination of some parts of the Zambian Copperbelt mining district caused by the extraction and processing of copper ores, the local soils and crop plants in contaminated areas contain high concentrations of copper.

- The leaves of both cassava and sweet potatoes in contaminated areas also contain higher contents of zinc, cobalt and arsenic, whereas the content of lead is low and more or less the same in plants from both contaminated and uncontaminated areas.

- The contents of metals in tubers of cassava and sweet potatoes are much lower than their contents in their leaves.

- The values of correlation coefficients between individual metals and arsenic in soil and crop plants were found to be low at individual sampling sites. This is believed to be due to the mixing of strongly contaminated topsoil with the deeper horizons in the soil profile caused by hoeing.

- The dietary risk assessment has not indicated any excessive intake of copper, but excessive intake of Pb and As was occasionally recorded in contaminated areas of the Zambian Copperbelt.

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 24: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

CONCLUSIONS:

- The surfaces of cassava leaves are strongly contaminated by metalliferous dust particles in polluted areas and there is still a significant risk of ingesting dangerous levels of copper, lead and arsenic if dishes are prepared with poorly washed foliage.

- Compared with cassava tubers and particularly with cassava leaves, the grains of maize contain very low contents of metals and arsenic even in strongly contaminated areas. Therefore, planting of maize is recommended instead of growing cassava or sweet potato in areas strongly affected by contamination.

Comparison of average contents of elements in leaves and tubers of cassava, sweet potatoes and in grains of maize cultivated near the Nkana smelter at the city of Kitwe, Zambia.

IGCP/SIDA 594 Training course, University of the Witwatersrand, Johannesburg, July 13-15, 2013

Page 25: Metals and arsenic in cassava: Indicators of …Atomic Absorption Spectroscopy (FAAS), arsenic was determined using Hydride-Generation Atomic Absorption Spectrometry (HGAAS) ANALYTICAL

Thank you for your attention