About: Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression

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About: Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression Goto Sponge NotDistinct Permalink

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scientific article published on 14 March 2019

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rdf:type	Item
description	wetenschappelijk artikel (nl) наукова стаття, опублікована в березні 2019 (uk) article scientifique publié en 2019 (fr) im März 2019 veröffentlichter wissenschaftlicher Artikel (de) artículu científicu espublizáu en marzu de 2019 (ast) scientific article published on 14 March 2019 (en)
publication date	wds:Q62743981-F77BBD45-A91C-4304-8584-C05D73BB38D2
publication date	2019-03-14 00:00:00Z (xsd:dateTime)
language of work or name	wds:Q62743981-4B9B738C-0389-4335-B77A-B24FBB978738
language of work or name	English
cites work	wds:Q62743981-0B4308A0-EBDF-4D86-8AA7-F4156B3BF630 wds:Q62743981-0D7EFE93-0B58-4141-97D0-342E0CB3DBAF wds:Q62743981-13593955-D221-441E-B50B-611CF72802A3 wds:Q62743981-16550DDC-53A6-48FF-A6BB-EF892BD33B38 wds:Q62743981-18AF6614-BB6C-4761-8407-6DE76C9CF834 wds:Q62743981-219FF4C4-AE55-4710-B480-60931DDFC19A wds:Q62743981-23D33F8D-0F35-49F8-8294-CFDCFED27DFD wds:Q62743981-32C70AC9-6253-4E59-A124-116B8F8AD214 wds:Q62743981-38EC9056-C545-4A72-9248-C7F6488DC80F wds:Q62743981-43043E94-AABB-4F1F-B726-9D88EF866C82 wds:Q62743981-48BF574B-EB45-46A3-AE05-E82FC43E9289 wds:Q62743981-52028288-99FD-4007-AD07-6467F1C0F626 wds:Q62743981-5439D558-8F01-4051-AA74-29D72DE36C1F wds:Q62743981-5F4FA0C6-00B0-4F5F-AE2A-CC53FCEA8DD0 wds:Q62743981-63EE7C79-3780-42FA-BCD8-62DCA9D28648 wds:Q62743981-6972A754-FBD6-42F4-A409-12962E5DFCE8 wds:Q62743981-80843074-39DF-4C86-9137-A187ADFF2D75 wds:Q62743981-9CF8CE5E-78B0-4ED9-BC21-A864F3803C9B wds:Q62743981-A8A28E14-2CA5-4DB5-9811-C9FA0A92DF13 wds:Q62743981-B99D2798-C876-46D2-BE55-DF030DB77FE9 wds:Q62743981-C0CCF735-7D14-4067-ACB8-C56A4803EC62 wds:Q62743981-C2FC0DE7-2FC6-48A7-A09B-61FCC4974971 wds:Q62743981-C97E4354-B349-4C38-9C7D-40DFBEFE181C wds:Q62743981-D6A0341F-C070-495D-9074-E61A9E0C11F9 wds:Q62743981-D71279BF-5A45-4A91-972A-2EB4F98C2ECC wds:Q62743981-FB66C0A9-2654-4B64-8368-9F90DD2CCE33
cites work	Random Forests Bioavailability of hydrophobic organic contaminants in soils: fundamental concepts and techniques for analysis Development of an analytical procedure for weathered hydrocarbon contaminated soils within a UK risk-based framework. Estimation of potentially toxic elements contamination in anthropogenic soils on a brown coal mining dumpsite by reflectance spectroscopy: a case study. Visible and near-infrared reflectance spectroscopy-an alternative for monitoring soil contamination by heavy metals. Estimate of heavy metal contamination in soils after a mining accident using reflectance spectroscopy. Near- and mid-infrared diffuse reflectance spectroscopy for measuring soil metal content State of the art of contaminated site management in The Netherlands: policy framework and risk assessment tools. Near-infrared spectroscopy for analysis of chemical and microbiological properties of forest soil organic horizons in a heavy-metal-polluted area Rapid identification of oil-contaminated soils using visible near-infrared diffuse reflectance spectroscopy A review of regulatory decisions for environmental protection: part I - challenges in the implementation of national soil policies. From Bioavailability Science to Regulation of Organic Chemicals Development of a hybrid proximal sensing method for rapid identification of petroleum contaminated soils. Insights into mixed contaminants interactions and its implication for heavy metals and metalloids mobility, bioavailability and risk assessment Rapid prediction of total petroleum hydrocarbons concentration in contaminated soil using vis-NIR spectroscopy and regression techniques. Cost-benefit calculation of phytoremediation technology for heavy-metal-contaminated soil Rapid detection of alkanes and polycyclic aromatic hydrocarbons in oil-contaminated soil with visible near-infrared spectroscopy Analysis of petroleum-contaminated soils by diffuse reflectance spectroscopy and sequential ultrasonic solvent extraction-gas chromatography. Linking bioavailability and toxicity changes of complex chemicals mixture to support decision making for remediation endpoint of contaminated soils Simultaneous determination of mercury, lead and cadmium ions in water using near-infrared spectroscopy with preconcentration by thiol-functionalized magnesium phyllosilicate clay. Risk-based remediation of polluted sites: A critical perspective Assessing bioavailability of complex chemical mixtures in contaminated soils: Progress made and research needs. Measurement and modelling of the ingestion bioaccessibility of polyaromatic hydrocarbons in soils Evaluation of a method for identification of host physico-chemical phases for trace metals and measurement of their solid-phase partitioning in soil samples by nitric acid extraction and chemometric mixture resolution Linking bioavailability and toxicity changes of complex chemicals mixture to support decision making for remediation endpoint of contaminated soils Evaluation of vis-NIR reflectance spectroscopy sensitivity to weathering for enhanced assessment of oil contaminated soils
author name string	wds:Q62743981-5D39CE05-C078-4F63-A102-CEAE8176BAA8 wds:Q62743981-FBEC432D-6473-4F6A-A2E5-1CDEA346E752
author name string	S Cipullo A M Mouazen
rdfs:label	Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (en) Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (nl)
skos:prefLabel	Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (en) Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (nl)
name	Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (en) Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (nl)
author	wds:Q62743981-303D250B-BBA6-46F4-86E8-F3309FBAC46B wds:Q62743981-8FD1A204-BA3D-46F4-A6FE-B62BCEFE68AF wds:Q62743981-E03CE564-8D73-4FB8-88F1-E700F4C8C409
author	Frédéric Coulon Pablo Campo Said Nawar
title	wds:Q62743981-C33F2ACC-4D72-4A56-91AC-8A1AACD83F6A
title	Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression (en)
page(s)	wds:Q62743981-EDBC7977-4215-43B7-85EC-EA8824F04DA4
page(s)	4492
instance of	wds:Q62743981-289DA79C-A09D-4E08-99C7-3197BB9E41D2
instance of	scholarly article
main subject	wds:Q62743981-114D48E7-8969-4858-93CE-C11D32017A88 wds:Q62743981-138C0BED-888B-4C5C-A68E-5159915928F9 wds:Q62743981-22F0250B-FCF6-43AC-9676-005F05AF8030 wds:Q62743981-65947102-97AF-41A9-A8ED-2CC3CF9C3019 wds:Q62743981-FC192728-EDDD-40B2-BD69-AC5789314E00
main subject	random forest bioavailability near-infrared spectroscopy infrared spectroscopy contaminated soil
PubMed ID	wds:Q62743981-9F7F7E96-1C27-4CAA-99F0-B36E07BDC08E
PubMed ID	http://rdf.ncbi.nlm.nih.gov/pubchem/reference/30872800
PubMed ID	30872800
published in	wds:Q62743981-C89487C2-79B1-4E09-9A40-E381694E9609
published in	Scientific Reports

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