Prediction of Soil Heavy Metal Immobilization by Biochar Using Machine Learning
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Title
Prediction of Soil Heavy Metal Immobilization by Biochar Using Machine Learning
Authors
Keywords
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Journal
ENVIRONMENTAL SCIENCE & TECHNOLOGY
Volume 56, Issue 7, Pages 4187-4198
Publisher
American Chemical Society (ACS)
Online
2022-03-15
DOI
10.1021/acs.est.1c08302
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Note: Only part of the references are listed.- Wet wastes to bioenergy and biochar: A critical review with future perspectives
- (2022) Jie Li et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Predicting the sorption efficiency of heavy metal based on the biochar characteristics, metal sources, and environmental conditions using various novel hybrid machine learning models
- (2021) Bo Ke et al. CHEMOSPHERE
- A three-step machine learning framework for energy profiling, activity state prediction and production estimation in smart process manufacturing
- (2021) Daniel Tan et al. APPLIED ENERGY
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- (2021) Xiangzhou Yuan et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Biochar potential to relegate metal toxicity effects is more soil driven than plant system: A global meta-analysis
- (2021) Abdul Rehman et al. Journal of Cleaner Production
- Machine learning aided supercritical water gasification for H2-rich syngas production with process optimization and catalyst screening
- (2021) Jie Li et al. CHEMICAL ENGINEERING JOURNAL
- Machine learning exploration of the direct and indirect roles of Fe impregnation on Cr(VI) removal by engineered biochar
- (2021) Xinzhe Zhu et al. CHEMICAL ENGINEERING JOURNAL
- (Im)mobilization of arsenic, chromium, and nickel in soils via biochar: A meta-analysis
- (2021) Zahra Arabi et al. ENVIRONMENTAL POLLUTION
- Insights into the adsorption of pharmaceuticals and personal care products (PPCPs) on biochar and activated carbon with the aid of machine learning
- (2021) Xinzhe Zhu et al. JOURNAL OF HAZARDOUS MATERIALS
- Artificial intelligence (AI) applications in adsorption of heavy metals using modified biochar
- (2021) Divya Lakshmi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Biochar’s stability and effect on the content, composition and turnover of soil organic carbon
- (2020) Lanfang Han et al. GEODERMA
- Machine Learning for Predicting the Band Gaps of ABX3 Perovskites from Elemental Properties
- (2020) Vladislav Gladkikh et al. Journal of Physical Chemistry C
- Fuel properties of hydrochar and pyrochar: Prediction and exploration with machine learning
- (2020) Jie Li et al. APPLIED ENERGY
- Modelling of the adsorption of Pb, Cu and Ni ions from single and multi-component aqueous solutions by date seed derived biochar: Comparison of six machine learning approaches
- (2020) Ali El Hanandeh et al. ENVIRONMENTAL RESEARCH
- Soil and Aquifer Properties Combine as Predictors of Groundwater Uranium Concentrations within the Central Valley, California
- (2020) Alandra M. Lopez et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Multi-task prediction and optimization of hydrochar properties from high-moisture municipal solid waste: Application of machine learning on waste-to-resource
- (2020) Jie Li et al. JOURNAL OF CLEANER PRODUCTION
- Influence of biochar and soil properties on soil and plant tissue concentrations of Cd and Pb: A meta-analysis
- (2020) Houssou Assa Albert et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A meta-analysis of heavy metal bioavailability response to biochar aging: Importance of soil and biochar properties
- (2020) Chengpeng Yuan et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Content and morphology of lead remediated by activated carbon and biochar: A spectral induced polarization study
- (2020) Na Hao et al. JOURNAL OF HAZARDOUS MATERIALS
- Impacts of biochar application on upland agriculture: A review
- (2019) Kumuduni Niroshika Palansooriya et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Wheat straw biochar reduces environmental cadmium bioavailability
- (2019) Liqiang Cui et al. ENVIRONMENT INTERNATIONAL
- Occurrence of contaminants in drinking water sources and the potential of biochar for water quality improvement: A review
- (2019) Kumuduni Niroshika Palansooriya et al. CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY
- Soil lead immobilization by biochars in short-term laboratory incubation studies
- (2019) Avanthi Deshani Igalavithana et al. ENVIRONMENT INTERNATIONAL
- Machine learning prediction of biochar yield and carbon contents in biochar based on biomass characteristics and pyrolysis conditions
- (2019) Xinzhe Zhu et al. BIORESOURCE TECHNOLOGY
- Nitrogen containing functional groups of biochar: An overview
- (2019) Lijian Leng et al. BIORESOURCE TECHNOLOGY
- Effects of wheat straw derived biochar on cadmium availability in a paddy soil and its accumulation in rice
- (2019) Feng Jing et al. ENVIRONMENTAL POLLUTION
- The application of machine learning methods for prediction of metal sorption onto biochars
- (2019) Xinzhe Zhu et al. JOURNAL OF HAZARDOUS MATERIALS
- Soil amendments for immobilization of potentially toxic elements in contaminated soils: A critical review
- (2019) Kumuduni Niroshika Palansooriya et al. ENVIRONMENT INTERNATIONAL
- Effects of chemical oxidation on surface oxygen-containing functional groups and adsorption behavior of biochar
- (2018) Qinya Fan et al. CHEMOSPHERE
- N-doping effectively enhances the adsorption capacity of biochar for heavy metal ions from aqueous solution
- (2018) Wenchao Yu et al. CHEMOSPHERE
- Impact of sugarcane bagasse-derived biochar on heavy metal availability and microbial activity: A field study
- (2018) Chengrong Nie et al. CHEMOSPHERE
- Effects of biochar on availability and plant uptake of heavy metals – A meta-analysis
- (2018) De Chen et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Changes in heavy metal bioavailability and speciation from a Pb-Zn mining soil amended with biochars from co-pyrolysis of rice straw and swine manure
- (2018) Jun Meng et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination
- (2018) Farzaneh Sajedi-Hosseini et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Heavy metal removal from aqueous solutions using engineered magnetic biochars derived from waste marine macro-algal biomass
- (2018) Eun-Bi Son et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Metal(loid) immobilization in soils with biochars pyrolyzed in N 2 and CO 2 environments
- (2018) Avanthi Deshani Igalavithana et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Biochar affects the dissolved and colloidal concentrations of Cd, Cu, Ni, and Zn and their phytoavailability and potential mobility in a mining soil under dynamic redox-conditions
- (2018) Ali El-Naggar et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Characterization of bioenergy biochar and its utilization for metal/metalloid immobilization in contaminated soil
- (2018) Xiao Yang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Effects of biochar addition on toxic element concentrations in plants: A meta-analysis
- (2018) Xin Peng et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Screening Priority Factors Determining and Predicting the Reproductive Toxicity of Various Nanoparticles
- (2018) Zhan Ban et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Machine-Learning Prediction of CO Adsorption in Thiolated, Ag-Alloyed Au Nanoclusters
- (2018) Gihan Panapitiya et al. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY
- Effect of gasification biochar application on soil quality: Trace metal behavior, microbial community, and soil dissolved organic matter
- (2018) Xiao Yang et al. JOURNAL OF HAZARDOUS MATERIALS
- Date palm waste biochars alter a soil respiration, microbial biomass carbon, and heavy metal mobility in contaminated mined soil
- (2017) Mohammad I. Al-Wabel et al. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
- Effects of carbon nanotube and biochar on bioavailability of Pb, Cu and Sb in multi-metal contaminated soil
- (2017) Meththika Vithanage et al. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
- Effect of biochar on alleviation of cadmium toxicity in wheat (Triticum aestivum L.) grown on Cd-contaminated saline soil
- (2017) Tahir Abbas et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Evolution of the chemical composition, functional group, pore structure and crystallographic structure of bio-char from palm kernel shell pyrolysis under different temperatures
- (2017) Zhongqing Ma et al. JOURNAL OF ANALYTICAL AND APPLIED PYROLYSIS
- Competitive adsorption of Pb(II), Cd(II) and Cu(II) onto chitosan-pyromellitic dianhydride modified biochar
- (2017) Jiaqin Deng et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Effect of bamboo and rice straw biochars on the mobility and redistribution of heavy metals (Cd, Cu, Pb and Zn) in contaminated soil
- (2017) Kouping Lu et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Influence of pyrolysis temperature on chemical and physical properties of biochar from sewage sludge
- (2017) Cícero Figueiredo et al. Archives of Agronomy and Soil Science
- Efficacy of woody biomass and biochar for alleviating heavy metal bioavailability in serpentine soil
- (2016) Tharanga Bandara et al. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH
- Effects of biochars on the availability of heavy metals to ryegrass in an alkaline contaminated soil
- (2016) Guixiang Zhang et al. ENVIRONMENTAL POLLUTION
- Lead and copper immobilization in a shooting range soil using soybean stover- and pine needle-derived biochars: Chemical, microbial and spectroscopic assessments
- (2016) Mahtab Ahmad et al. JOURNAL OF HAZARDOUS MATERIALS
- Biochar-induced changes in soil properties affected immobilization/mobilization of metals/metalloids in contaminated soils
- (2016) Mahtab Ahmad et al. JOURNAL OF SOILS AND SEDIMENTS
- H/C atomic ratio as a smart linkage between pyrolytic temperatures, aromatic clusters and sorption properties of biochars derived from diverse precursory materials
- (2016) Xin Xiao et al. Scientific Reports
- Influence of pyrolysis temperature on characteristics and heavy metal adsorptive performance of biochar derived from municipal sewage sludge
- (2014) Tan Chen et al. BIORESOURCE TECHNOLOGY
- Sustainability: A new imperative in contaminated land remediation
- (2014) Deyi Hou et al. ENVIRONMENTAL SCIENCE & POLICY
- Machine learning models for predicting PAHs bioavailability in compost amended soils
- (2013) Guozhong Wu et al. CHEMICAL ENGINEERING JOURNAL
- Biochar as a sorbent for contaminant management in soil and water: A review
- (2013) Mahtab Ahmad et al. CHEMOSPHERE
- Amino modification of biochar for enhanced adsorption of copper ions from synthetic wastewater
- (2013) Guang-Xi Yang et al. WATER RESEARCH
- Effect of pyrolysis temperature and heating rate on biochar obtained from pyrolysis of safflower seed press cake
- (2012) Dilek Angın BIORESOURCE TECHNOLOGY
- Effects of soil dilution and amendments (mussel shell, cow bone, and biochar) on Pb availability and phytotoxicity in military shooting range soil
- (2012) Mahtab Ahmad et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Screening biochars for heavy metal retention in soil: Role of oxygen functional groups
- (2011) Minori Uchimiya et al. JOURNAL OF HAZARDOUS MATERIALS
- Biochar reduces the bioavailability and phytotoxicity of heavy metals
- (2011) Jin Hee Park et al. PLANT AND SOIL
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