SlideShare a Scribd company logo
1
A flexible approach for implementation of
bioavailability into derivation of thresholds for
ecotoxicological effects of metals in soil for
varying protection goals
Koen Oorts and Erik Smolders
GLOBAL SYMPOSIUM ON SOIL POLLUTION
FAO, Rome, Italy
3 May 2018
2
Background
• Metals are among the most widely
studied and regulated substances in
soil
• Wide range in threshold concentrations
for metals in soil
• Many data and bioavailability models
for metal toxicity to soil organisms
developed during last two decades
……..
Bioavaila-
bility
Land use
Protection
goal
Soil
Quality
Standard
Soil type
Species
Goal: a flexible and transparent approach for the
application of the available data and improved
scientific methods for derivation of ecotoxicological
threshold values
=> Threshold calculator for metals in soil
3
0
0.1
0.2
0.3
0 1 2 3 4
Fraction
log soil Cu concentration (mg/kg)
Effect concentrations
(reliable chronic EC10
and NOEC values)
0
0.2
0.4
0.6
0.8
1
1.2
1.4
0
0.1
0.2
0.3
0 1 2 3 4
Probabilitydensity
Fraction
log soil Cu concentration (mg/kg)
Effect
concentrations
(reliable chronic
EC10 and NOEC
values)
Cu concentrations
in 0-5 cm of soils
from USA
Cu concentrations
in European
arable soils (0-20
cm)
Threshold
Bioavailability corrections
Without bioavailability corrections: no constant protection level across
soils and risk for soil thresholds for metals within range of background
concentrations
4
Metal Lab-to-field correction factor Soil properties used for
normalization
Cu2+ 2 eCEC, %clay, %OC, pH
Zn2+ 3 eCEC, pH, backgr. Zn
Ni2+ 1-3 (increasing as a function
of pH)
eCEC
Co2+ 1.1-3.5 (increasing as a
function of pH)
eCEC
Pb2+ 4 eCEC
MoO4
2- 2 pH, clay
Cd2+ / /
Ag+ 2 pH, eCEC
VO3
- 1.5 /
Bioavailability corrections (OECD, 2016)
OECD. 2016. Guidance on the incorporation of bioavailability concepts
for assessing the chemical ecological risk and/or environmental
threshold values of metals and inorganic metal compounds. OECD
Environment, Health and Safety Publications, Series on Testing &
Assessment No. 259. OECD, Paris
5
Generic approach for derivation of soil
threshold values
Selection relevant and reliable toxicity studies
6
Generic approach for derivation of soil
threshold values
Selection relevant and reliable toxicity studies
Selection effect threshold (ECx)
7
Generic approach for derivation of soil
threshold values
Selection relevant and reliable toxicity studies
Selection effect threshold (ECx)
Correction for lab-to-field differences in toxicity
Normalization to specific soil properties
8
Generic approach for derivation of soil
threshold values
Selection relevant and reliable toxicity studies
Selection effect threshold (ECx)
Correction for lab-to-field differences in toxicity
Data aggregation per species
Normalization to specific soil properties
Uncertainty assessment
Statistical extrapolation and selection protection level (HCp)
9
Construction of species sensitivity distribution +
selection of protection level (HCp)
10
Threshold calculator for metals in soil
• Excel spreadsheet
• Freely available at https://www.arche-consulting.be/tools/threshold-
calculator-for-metals-in-soil/
• Transparent and flexible derivation of soil quality standards by selection
of:
– trophic level of soil organisms to be included (plants, invertebrates, micro-
organisms)
– (de-)selection of individual studies by filtering database
– effects thresholds (ECx, …)
– protection level (HCp of the SSD)
– soil properties and bioavailability corrections for site-specific assessment
11
Database
• 1186 ecotoxicity tests for 7 metals (Cd, Co, Cu, Pb, Mo, Ni and Zn)
• Wide range in species/endpoints and soil properties covered
• No restrictions for soil type, geographical region or species tested
• Clear reporting of study details (65 parameters on test substance,
organism and endpoint, reference, soils tested, test conditions, …)
• All dose-response curve re-fitted with log-logistic model (US EPA TRAP
program, version 1.30a)
𝑌 =
𝑌0
1+𝑒4𝑆(𝑙𝑜𝑔𝑋−𝑙𝑜𝑔𝐸𝐶50)
12
Threshold calculator for metals in soil: input
13
Threshold calculator for metals in soil: output
14
Example: distribution predicted no effect
concentrations (HC5 of EC10) for Cu across
European arable land
15
Summary
• A generic, flexible and transparent approach is proposed for derivation
of threshold values for metals in soil
• Extensive database of reliable effects data for metals to soil organisms
• Variety of simple models and tools are available to take bioavailability
into account, based on standard soil properties (pH, organic carbon
content, clay content and eCEC).
• Free user friendly tool developed to facilitate and improve decision
making for various regulatory purposes, e.g. derivation remediation
thresholds
- maximal use of available toxicity data and bioavailability
corrections
- enhanced transparency in derivation soil quality standards
16
Thank you

More Related Content

What's hot

Microbial measures
Microbial measuresMicrobial measures
Microbial measures
Eric Ariel Ben-David
 
1 a chemometric approach for the distribution and source identification of he...
1 a chemometric approach for the distribution and source identification of he...1 a chemometric approach for the distribution and source identification of he...
1 a chemometric approach for the distribution and source identification of he...
BIOLOGICAL FORUM
 
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
ijtsrd
 
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
Chemistry Matters Inc.
 
Geochemical and anthropogenic factors of variability of heavy metals content ...
Geochemical and anthropogenic factors of variability of heavy metals content ...Geochemical and anthropogenic factors of variability of heavy metals content ...
Geochemical and anthropogenic factors of variability of heavy metals content ...
ExternalEvents
 
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
BRNSS Publication Hub
 
Applying Some Indices for Soil Pollution Assessment in Northern Industrial A...
Applying Some Indices for Soil Pollution Assessment in Northern  Industrial A...Applying Some Indices for Soil Pollution Assessment in Northern  Industrial A...
Applying Some Indices for Soil Pollution Assessment in Northern Industrial A...
hamaKurdi3
 
Risk assessment of abandoned radioactive logging sources in oil wells in nigeria
Risk assessment of abandoned radioactive logging sources in oil wells in nigeriaRisk assessment of abandoned radioactive logging sources in oil wells in nigeria
Risk assessment of abandoned radioactive logging sources in oil wells in nigeria
Alexander Decker
 
SETAC Poster Presentation Holly Pearson final reformatted margin
SETAC Poster Presentation Holly Pearson final reformatted marginSETAC Poster Presentation Holly Pearson final reformatted margin
SETAC Poster Presentation Holly Pearson final reformatted marginHolly Pearson
 
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
Integrated Carbon Observation System (ICOS)
 
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
International journal of scientific and technical research in engineering (IJSTRE)
 
Assessment for metals
Assessment for metalsAssessment for metals
Assessment for metalswuningzhjy
 
H0413437
H0413437H0413437
H0413437
IOSR Journals
 
D0411315
D0411315D0411315
D0411315
IOSR Journals
 
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...Sérgio Sacani
 
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
National Institute of Food and Agriculture
 
Summary of NIFA funded research on soil nitrification at Oregon State University
Summary of NIFA funded research on soil nitrification at Oregon State UniversitySummary of NIFA funded research on soil nitrification at Oregon State University
Summary of NIFA funded research on soil nitrification at Oregon State University
National Institute of Food and Agriculture
 
Distribution and mobility of lead and zinc atmospheric depositions in industr...
Distribution and mobility of lead and zinc atmospheric depositions in industr...Distribution and mobility of lead and zinc atmospheric depositions in industr...
Distribution and mobility of lead and zinc atmospheric depositions in industr...
INFOGAIN PUBLICATION
 

What's hot (20)

Microbial measures
Microbial measuresMicrobial measures
Microbial measures
 
1 a chemometric approach for the distribution and source identification of he...
1 a chemometric approach for the distribution and source identification of he...1 a chemometric approach for the distribution and source identification of he...
1 a chemometric approach for the distribution and source identification of he...
 
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
Calculation of Metal Pollution Index and Enrichment Factor in Sodic Soil from...
 
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
Using Fingerprinting Techniques and Multivariate Statistics to Identify Natur...
 
Geochemical and anthropogenic factors of variability of heavy metals content ...
Geochemical and anthropogenic factors of variability of heavy metals content ...Geochemical and anthropogenic factors of variability of heavy metals content ...
Geochemical and anthropogenic factors of variability of heavy metals content ...
 
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
Study on Quality of Soil: Part-II. Simultaneous Determination of Cu, Pb, Cd, ...
 
Applying Some Indices for Soil Pollution Assessment in Northern Industrial A...
Applying Some Indices for Soil Pollution Assessment in Northern  Industrial A...Applying Some Indices for Soil Pollution Assessment in Northern  Industrial A...
Applying Some Indices for Soil Pollution Assessment in Northern Industrial A...
 
Risk assessment of abandoned radioactive logging sources in oil wells in nigeria
Risk assessment of abandoned radioactive logging sources in oil wells in nigeriaRisk assessment of abandoned radioactive logging sources in oil wells in nigeria
Risk assessment of abandoned radioactive logging sources in oil wells in nigeria
 
SETAC Poster Presentation Holly Pearson final reformatted margin
SETAC Poster Presentation Holly Pearson final reformatted marginSETAC Poster Presentation Holly Pearson final reformatted margin
SETAC Poster Presentation Holly Pearson final reformatted margin
 
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
Lauvaux, Thomas: Uncertainty-based analysis on constraining continental carbo...
 
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
EVALUATION OF HEAVY METALS IN SEDIMENT OF SOME SELECTED DAMS FROM KATSINA STA...
 
Assessment for metals
Assessment for metalsAssessment for metals
Assessment for metals
 
FINAL POSTER
FINAL POSTERFINAL POSTER
FINAL POSTER
 
H0413437
H0413437H0413437
H0413437
 
D0411315
D0411315D0411315
D0411315
 
UMResearchPoster
UMResearchPosterUMResearchPoster
UMResearchPoster
 
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...
High precision abundances_of_the_old_solar_twin_insights_on_li_depletion_from...
 
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
Biologically Based Fertilizer Recommendations to Meet Yield Expectations and ...
 
Summary of NIFA funded research on soil nitrification at Oregon State University
Summary of NIFA funded research on soil nitrification at Oregon State UniversitySummary of NIFA funded research on soil nitrification at Oregon State University
Summary of NIFA funded research on soil nitrification at Oregon State University
 
Distribution and mobility of lead and zinc atmospheric depositions in industr...
Distribution and mobility of lead and zinc atmospheric depositions in industr...Distribution and mobility of lead and zinc atmospheric depositions in industr...
Distribution and mobility of lead and zinc atmospheric depositions in industr...
 

Similar to A flexible approach for implementation of bioavailability into derivation of thresholds for ecotoxicological effects of metals in soil for varying protection goals

Critical Loads - Thomas Cummins, UCD
Critical Loads - Thomas Cummins, UCDCritical Loads - Thomas Cummins, UCD
Critical Loads - Thomas Cummins, UCD
Environmental Protection Agency, Ireland
 
Analytical Chemistry and Statistics in Exposure Science
Analytical Chemistry and Statistics in Exposure ScienceAnalytical Chemistry and Statistics in Exposure Science
Analytical Chemistry and Statistics in Exposure ScienceLarry Michael
 
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
Integrated Carbon Observation System (ICOS)
 
6. Om Prakash Bishnoi final.pdf
6. Om Prakash Bishnoi final.pdf6. Om Prakash Bishnoi final.pdf
6. Om Prakash Bishnoi final.pdf
BRNSS Publication Hub
 
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
ExternalEvents
 
Development of sediment reference sample for toxicity testing using Microtox ...
Development of sediment reference sample for toxicity testing using Microtox ...Development of sediment reference sample for toxicity testing using Microtox ...
Development of sediment reference sample for toxicity testing using Microtox ...
Amit Christian
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...
ExternalEvents
 
Evaluation of three universal extractants for the determination of p, no3 an...
Evaluation of three universal extractants for the determination of p, no3  an...Evaluation of three universal extractants for the determination of p, no3  an...
Evaluation of three universal extractants for the determination of p, no3 an...
Alexander Decker
 
Studies on technological quality of sugar beets and soil parameters in relati...
Studies on technological quality of sugar beets and soil parameters in relati...Studies on technological quality of sugar beets and soil parameters in relati...
Studies on technological quality of sugar beets and soil parameters in relati...
Agriculture Journal IJOEAR
 
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
NikhilSharma47923
 
Assessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activitiesAssessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activities
Dr. Subramanyam Revanuru
 
Assessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activitiesAssessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activities
Dr. Subramanyam Revanuru
 
Soil pollution on agricultural fields and other land uses
Soil pollution on agricultural fields and other land usesSoil pollution on agricultural fields and other land uses
Soil pollution on agricultural fields and other land uses
ExternalEvents
 
Measuring and monitoring soil carbon stocks from point to continental scale i...
Measuring and monitoring soil carbon stocks from point to continental scale i...Measuring and monitoring soil carbon stocks from point to continental scale i...
Measuring and monitoring soil carbon stocks from point to continental scale i...
ExternalEvents
 
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDYSEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
AM Publications
 
Final Master's Exam Presentation 071615
Final Master's Exam Presentation 071615Final Master's Exam Presentation 071615
Final Master's Exam Presentation 071615Zhenfei (James) Liang
 
C033109016
C033109016C033109016
C033109016
inventionjournals
 
1 s2.0-s016651621730188 x-main
1 s2.0-s016651621730188 x-main1 s2.0-s016651621730188 x-main
1 s2.0-s016651621730188 x-main
Chemist Sayed
 
Turkey’s National Geospatial Soil Organic Carbon Information System
Turkey’s National Geospatial Soil Organic Carbon Information SystemTurkey’s National Geospatial Soil Organic Carbon Information System
Turkey’s National Geospatial Soil Organic Carbon Information System
ExternalEvents
 

Similar to A flexible approach for implementation of bioavailability into derivation of thresholds for ecotoxicological effects of metals in soil for varying protection goals (20)

Critical Loads - Thomas Cummins, UCD
Critical Loads - Thomas Cummins, UCDCritical Loads - Thomas Cummins, UCD
Critical Loads - Thomas Cummins, UCD
 
Analytical Chemistry and Statistics in Exposure Science
Analytical Chemistry and Statistics in Exposure ScienceAnalytical Chemistry and Statistics in Exposure Science
Analytical Chemistry and Statistics in Exposure Science
 
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
Scholze, Marko: Assessments of in situ and remotely sensed CO₂ observations i...
 
6. Om Prakash Bishnoi final.pdf
6. Om Prakash Bishnoi final.pdf6. Om Prakash Bishnoi final.pdf
6. Om Prakash Bishnoi final.pdf
 
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
CREA: The case of Italy: Monitoring of soil pollution in relation to food pro...
 
Development of sediment reference sample for toxicity testing using Microtox ...
Development of sediment reference sample for toxicity testing using Microtox ...Development of sediment reference sample for toxicity testing using Microtox ...
Development of sediment reference sample for toxicity testing using Microtox ...
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...
 
Evaluation of three universal extractants for the determination of p, no3 an...
Evaluation of three universal extractants for the determination of p, no3  an...Evaluation of three universal extractants for the determination of p, no3  an...
Evaluation of three universal extractants for the determination of p, no3 an...
 
Studies on technological quality of sugar beets and soil parameters in relati...
Studies on technological quality of sugar beets and soil parameters in relati...Studies on technological quality of sugar beets and soil parameters in relati...
Studies on technological quality of sugar beets and soil parameters in relati...
 
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
Factors Influencing Sludge Utilization Practices in Europe by R. D. Davis, P....
 
Assessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activitiesAssessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activities
 
Assessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activitiesAssessment of the heavy metal pollution from mining activities
Assessment of the heavy metal pollution from mining activities
 
Soil pollution on agricultural fields and other land uses
Soil pollution on agricultural fields and other land usesSoil pollution on agricultural fields and other land uses
Soil pollution on agricultural fields and other land uses
 
attachment(5)[1]
attachment(5)[1]attachment(5)[1]
attachment(5)[1]
 
Measuring and monitoring soil carbon stocks from point to continental scale i...
Measuring and monitoring soil carbon stocks from point to continental scale i...Measuring and monitoring soil carbon stocks from point to continental scale i...
Measuring and monitoring soil carbon stocks from point to continental scale i...
 
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDYSEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
SEDIMENT QUALITY ASSESSMENT OF AVARAGERE LAKE, DAVANAGERE CITY - A CASE STUDY
 
Final Master's Exam Presentation 071615
Final Master's Exam Presentation 071615Final Master's Exam Presentation 071615
Final Master's Exam Presentation 071615
 
C033109016
C033109016C033109016
C033109016
 
1 s2.0-s016651621730188 x-main
1 s2.0-s016651621730188 x-main1 s2.0-s016651621730188 x-main
1 s2.0-s016651621730188 x-main
 
Turkey’s National Geospatial Soil Organic Carbon Information System
Turkey’s National Geospatial Soil Organic Carbon Information SystemTurkey’s National Geospatial Soil Organic Carbon Information System
Turkey’s National Geospatial Soil Organic Carbon Information System
 

More from ExternalEvents

Mauritania
Mauritania Mauritania
Mauritania
ExternalEvents
 
Malawi - M. Munthali
Malawi - M. MunthaliMalawi - M. Munthali
Malawi - M. Munthali
ExternalEvents
 
Malawi (Mbewe)
Malawi (Mbewe)Malawi (Mbewe)
Malawi (Mbewe)
ExternalEvents
 
Malawi (Desideri)
Malawi (Desideri)Malawi (Desideri)
Malawi (Desideri)
ExternalEvents
 
Lesotho
LesothoLesotho
Kenya
KenyaKenya
ICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratoryICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratory
ExternalEvents
 
Ghana
GhanaGhana
Ethiopia
EthiopiaEthiopia
Ethiopia
ExternalEvents
 
Item 15
Item 15Item 15
Item 14
Item 14Item 14
Item 13
Item 13Item 13
Item 7
Item 7Item 7
Item 6
Item 6Item 6
Item 3
Item 3Item 3
Item 16
Item 16Item 16
Item 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agricultureItem 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agriculture
ExternalEvents
 
Item 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil ResoucesItem 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil Resouces
ExternalEvents
 
Item 7: Progress made in Nepal
Item 7: Progress made in NepalItem 7: Progress made in Nepal
Item 7: Progress made in Nepal
ExternalEvents
 
Item 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline AgricultureItem 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline Agriculture
ExternalEvents
 

More from ExternalEvents (20)

Mauritania
Mauritania Mauritania
Mauritania
 
Malawi - M. Munthali
Malawi - M. MunthaliMalawi - M. Munthali
Malawi - M. Munthali
 
Malawi (Mbewe)
Malawi (Mbewe)Malawi (Mbewe)
Malawi (Mbewe)
 
Malawi (Desideri)
Malawi (Desideri)Malawi (Desideri)
Malawi (Desideri)
 
Lesotho
LesothoLesotho
Lesotho
 
Kenya
KenyaKenya
Kenya
 
ICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratoryICRAF: Soil-plant spectral diagnostics laboratory
ICRAF: Soil-plant spectral diagnostics laboratory
 
Ghana
GhanaGhana
Ghana
 
Ethiopia
EthiopiaEthiopia
Ethiopia
 
Item 15
Item 15Item 15
Item 15
 
Item 14
Item 14Item 14
Item 14
 
Item 13
Item 13Item 13
Item 13
 
Item 7
Item 7Item 7
Item 7
 
Item 6
Item 6Item 6
Item 6
 
Item 3
Item 3Item 3
Item 3
 
Item 16
Item 16Item 16
Item 16
 
Item 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agricultureItem 9: Soil mapping to support sustainable agriculture
Item 9: Soil mapping to support sustainable agriculture
 
Item 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil ResoucesItem 8: WRB, World Reference Base for Soil Resouces
Item 8: WRB, World Reference Base for Soil Resouces
 
Item 7: Progress made in Nepal
Item 7: Progress made in NepalItem 7: Progress made in Nepal
Item 7: Progress made in Nepal
 
Item 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline AgricultureItem 6: International Center for Biosaline Agriculture
Item 6: International Center for Biosaline Agriculture
 

Recently uploaded

CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
beazzy04
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Thiyagu K
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
Mohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
Jheel Barad
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
Celine George
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
Balvir Singh
 
Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
Anna Sz.
 
Additional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdfAdditional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdf
joachimlavalley1
 
"Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe..."Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe...
SACHIN R KONDAGURI
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
Thiyagu K
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
Peter Windle
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
siemaillard
 
Embracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic ImperativeEmbracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic Imperative
Peter Windle
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
EugeneSaldivar
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
Jisc
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
RaedMohamed3
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
TechSoup
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
DeeptiGupta154
 

Recently uploaded (20)

CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 
Unit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdfUnit 2- Research Aptitude (UGC NET Paper I).pdf
Unit 2- Research Aptitude (UGC NET Paper I).pdf
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
 
How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17How to Make a Field invisible in Odoo 17
How to Make a Field invisible in Odoo 17
 
Operation Blue Star - Saka Neela Tara
Operation Blue Star   -  Saka Neela TaraOperation Blue Star   -  Saka Neela Tara
Operation Blue Star - Saka Neela Tara
 
Polish students' mobility in the Czech Republic
Polish students' mobility in the Czech RepublicPolish students' mobility in the Czech Republic
Polish students' mobility in the Czech Republic
 
Additional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdfAdditional Benefits for Employee Website.pdf
Additional Benefits for Employee Website.pdf
 
"Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe..."Protectable subject matters, Protection in biotechnology, Protection of othe...
"Protectable subject matters, Protection in biotechnology, Protection of othe...
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Embracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic ImperativeEmbracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic Imperative
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
Palestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptxPalestine last event orientationfvgnh .pptx
Palestine last event orientationfvgnh .pptx
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
 

A flexible approach for implementation of bioavailability into derivation of thresholds for ecotoxicological effects of metals in soil for varying protection goals

  • 1. 1 A flexible approach for implementation of bioavailability into derivation of thresholds for ecotoxicological effects of metals in soil for varying protection goals Koen Oorts and Erik Smolders GLOBAL SYMPOSIUM ON SOIL POLLUTION FAO, Rome, Italy 3 May 2018
  • 2. 2 Background • Metals are among the most widely studied and regulated substances in soil • Wide range in threshold concentrations for metals in soil • Many data and bioavailability models for metal toxicity to soil organisms developed during last two decades …….. Bioavaila- bility Land use Protection goal Soil Quality Standard Soil type Species Goal: a flexible and transparent approach for the application of the available data and improved scientific methods for derivation of ecotoxicological threshold values => Threshold calculator for metals in soil
  • 3. 3 0 0.1 0.2 0.3 0 1 2 3 4 Fraction log soil Cu concentration (mg/kg) Effect concentrations (reliable chronic EC10 and NOEC values) 0 0.2 0.4 0.6 0.8 1 1.2 1.4 0 0.1 0.2 0.3 0 1 2 3 4 Probabilitydensity Fraction log soil Cu concentration (mg/kg) Effect concentrations (reliable chronic EC10 and NOEC values) Cu concentrations in 0-5 cm of soils from USA Cu concentrations in European arable soils (0-20 cm) Threshold Bioavailability corrections Without bioavailability corrections: no constant protection level across soils and risk for soil thresholds for metals within range of background concentrations
  • 4. 4 Metal Lab-to-field correction factor Soil properties used for normalization Cu2+ 2 eCEC, %clay, %OC, pH Zn2+ 3 eCEC, pH, backgr. Zn Ni2+ 1-3 (increasing as a function of pH) eCEC Co2+ 1.1-3.5 (increasing as a function of pH) eCEC Pb2+ 4 eCEC MoO4 2- 2 pH, clay Cd2+ / / Ag+ 2 pH, eCEC VO3 - 1.5 / Bioavailability corrections (OECD, 2016) OECD. 2016. Guidance on the incorporation of bioavailability concepts for assessing the chemical ecological risk and/or environmental threshold values of metals and inorganic metal compounds. OECD Environment, Health and Safety Publications, Series on Testing & Assessment No. 259. OECD, Paris
  • 5. 5 Generic approach for derivation of soil threshold values Selection relevant and reliable toxicity studies
  • 6. 6 Generic approach for derivation of soil threshold values Selection relevant and reliable toxicity studies Selection effect threshold (ECx)
  • 7. 7 Generic approach for derivation of soil threshold values Selection relevant and reliable toxicity studies Selection effect threshold (ECx) Correction for lab-to-field differences in toxicity Normalization to specific soil properties
  • 8. 8 Generic approach for derivation of soil threshold values Selection relevant and reliable toxicity studies Selection effect threshold (ECx) Correction for lab-to-field differences in toxicity Data aggregation per species Normalization to specific soil properties Uncertainty assessment Statistical extrapolation and selection protection level (HCp)
  • 9. 9 Construction of species sensitivity distribution + selection of protection level (HCp)
  • 10. 10 Threshold calculator for metals in soil • Excel spreadsheet • Freely available at https://www.arche-consulting.be/tools/threshold- calculator-for-metals-in-soil/ • Transparent and flexible derivation of soil quality standards by selection of: – trophic level of soil organisms to be included (plants, invertebrates, micro- organisms) – (de-)selection of individual studies by filtering database – effects thresholds (ECx, …) – protection level (HCp of the SSD) – soil properties and bioavailability corrections for site-specific assessment
  • 11. 11 Database • 1186 ecotoxicity tests for 7 metals (Cd, Co, Cu, Pb, Mo, Ni and Zn) • Wide range in species/endpoints and soil properties covered • No restrictions for soil type, geographical region or species tested • Clear reporting of study details (65 parameters on test substance, organism and endpoint, reference, soils tested, test conditions, …) • All dose-response curve re-fitted with log-logistic model (US EPA TRAP program, version 1.30a) 𝑌 = 𝑌0 1+𝑒4𝑆(𝑙𝑜𝑔𝑋−𝑙𝑜𝑔𝐸𝐶50)
  • 12. 12 Threshold calculator for metals in soil: input
  • 13. 13 Threshold calculator for metals in soil: output
  • 14. 14 Example: distribution predicted no effect concentrations (HC5 of EC10) for Cu across European arable land
  • 15. 15 Summary • A generic, flexible and transparent approach is proposed for derivation of threshold values for metals in soil • Extensive database of reliable effects data for metals to soil organisms • Variety of simple models and tools are available to take bioavailability into account, based on standard soil properties (pH, organic carbon content, clay content and eCEC). • Free user friendly tool developed to facilitate and improve decision making for various regulatory purposes, e.g. derivation remediation thresholds - maximal use of available toxicity data and bioavailability corrections - enhanced transparency in derivation soil quality standards