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Laishram D, Kim S, Lee S, Park S. Advancements in Biochar as a Sustainable Adsorbent for Water Pollution Mitigation. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410383. [PMID: 40245172 PMCID: PMC12097034 DOI: 10.1002/advs.202410383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 02/05/2025] [Indexed: 04/19/2025]
Abstract
Biochar, a carbon-rich material produced from the partial combustion of biomass wastes is often termed "black gold" for its potential in water pollution mitigation and carbon sequestration. By customizing biomass feedstock and optimizing preparation strategies, biochar can be engineered with specific physicochemical properties to enhance its effectiveness in removing contaminants from wastewater. Recent studies demonstrate that biochar can achieve > 90% removal efficiency for heavy metals such as lead and cadmium, > 85% adsorption capacity for organic pollutants such as dyes and phenols, and > 80% reduction in microplastics and nanoplastics. This review explores recent advancements in biochar preparation technologies, such as pyrolysis, carbonization, gasification, torrefaction, and rectification, along with physical, chemical, and biological modifications that are crucial for efficient pollutant removal. The core of this review focuses on biochar's applications in removing a wide range of pollutants from wastewater, detailing mechanisms for organic pollutants, inorganic salts, pharmaceutical contaminants, microplastics, nanoplastics, and volatile organic compounds. In addition, the review introduces machine learning as a key technique for optimizing biochar production and functionality, showcasing its potential in advancing biochar technology. The conclusion provides a comprehensive outlook on biochar's future, emphasizing ongoing research and its role in sustainable environmental management.
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Affiliation(s)
- Devika Laishram
- Department of Mechanical EngineeringKyung Hee UniversityYongin17104Republic of Korea
| | - Su‐Bin Kim
- Department of Mechanical EngineeringKyung Hee UniversityYongin17104Republic of Korea
| | - Seul‐Yi Lee
- Department of Mechanical EngineeringKyung Hee UniversityYongin17104Republic of Korea
| | - Soo‐Jin Park
- Department of Mechanical EngineeringKyung Hee UniversityYongin17104Republic of Korea
- Department of Advanced Materials Engineering for Information and ElectronicsKyung Hee UniversityYongin17104Republic of Korea
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2
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Gulati M, Saksham, Sharma H, Kaith BS, Mehra R. Sustainable water treatment using oats-based nano-starch and acetylated nano-starch for uranium removal. Int J Biol Macromol 2025; 306:141444. [PMID: 40010455 DOI: 10.1016/j.ijbiomac.2025.141444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 01/18/2025] [Accepted: 02/23/2025] [Indexed: 02/28/2025]
Abstract
Present study aims at oats-based biosorbents for uranium sequestration. Nano-starch extracted from oats was acetylated using 10 % acetic anhydride of nano-starch. Comparative study of nano-starch and acetylated nano-starch for uranium removal was carried-out. Removal efficiencies observed was 97 % and 99 % for nano-starch and acetylated nano-starch under optimal conditions: initial U(VI) ion concentration = 30 ppb, reaction time = 30 min, temperature = 50 °C, and pH = 7.0. Optimum adsorbent dose of nano-starch was 0.75 g/25 mL and that of acetylated nano-starch was 1.00 g/25 mL. Structural and morphological analyses were carried-out using FTIR, XRD, and SEM-EDS. Nano-starch exhibited higher thermal stability with a Final Decomposition Temperature (FDT) of 620 °C. Adsorption data followed the Langmuir isotherm with adsorption capacity = 1.48 μg/g for 60 ppb initial concentration of U(VI) and pseudo-second-order kinetics (R2 = 0.99). The reusability of both biosorbents is excellent, with nano-starch retaining ~80 % efficiency and acetylated nano-starch ~84 % over five cycles, presenting an effective solution for U(VI) removal from wastewater.
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Affiliation(s)
- Mahika Gulati
- Smart Materials Laboratory, Department of Chemistry, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab 144 008, India
| | - Saksham
- Smart Materials Laboratory, Department of Chemistry, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab 144 008, India
| | - Himani Sharma
- Smart Materials Laboratory, Department of Chemistry, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab 144 008, India.
| | - Balbir Singh Kaith
- Smart Materials Laboratory, Department of Chemistry, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab 144 008, India
| | - Rohit Mehra
- Department of Physics, Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab 144 008, India
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Xie J, Liang J, Lei J, Xiao Y, Luo F, Hu B. Highly Sensitive and Selective Detection of Uranyl Ions Based on a Tb 3+-Functionalized MOF via Competitive Host-Guest Coordination. Inorg Chem 2025; 64:3616-3625. [PMID: 39933156 DOI: 10.1021/acs.inorgchem.4c05586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2025]
Abstract
Owing to the rapid development of the nuclear industry, uranium has become a global environmental contaminant due to its radiotoxicity and chemotoxicity, posing significant threats to human health and ecological safety. Although various instrumental and chemical analytical methods have been developed for uranyl ion detection in aquatic environments, searching for new sensors with high stability, sensitivity, and selectivity remains a challenge. In this study, a luminescent Zr-based metal-organic framework (MOF), designated as Tb@UiO-66-(COOH)2, was successfully synthesized utilizing a postsynthetic exchange (PSE) method along with Tb3+ ion doping for uranyl ion detection. Interestingly, the presence of UO22+ ions causes a replacement of guest ions (Tb3+) in the sensor via a competitive host-guest interaction, leading to significant luminescence quenching. The attenuation of the luminescence intensity of Tb@UiO-66-(COOH)2 exhibits an excellent linear relationship with UO22+ ion concentrations within a wide range of 0-2.52 μM. Notably, Tb@UiO-66-(COOH)2 demonstrates an unprecedentedly high detection sensitivity (Ksv = 2.16 × 105 M-1) and an extremely low limit of detection (LOD) down to 8.03 nM (1.91 ppb) in deionized water. More importantly, Tb@UiO-66-(COOH)2 can achieve high selectivity and efficient detection performance, even in the presence of significant excesses of competing ions. The values of Ksv were determined to be 2.10 × 105 M-1 in Xie'ao Lake water and 3.05 × 105 M-1 in seawater; the values of LOD were determined to be 8.26 nM (1.96 ppb) in Xie'ao Lake water and 5.68 nM (1.35 ppb) in seawater. To the best of our knowledge, this is the first instance of introducing a competitive host-guest coordination strategy into a MOF-based chemical sensor to achieve high-performance uranyl ion detection. Hence, the present work offers a novel idea for building functional MOFs for uranyl ion detection in aqueous solutions.
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Affiliation(s)
- Jian Xie
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing 312000, China
| | - Jinpeng Liang
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing 312000, China
| | - Ji Lei
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing 312000, China
| | - Yiheng Xiao
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing 312000, China
| | - Feng Luo
- School of Biology, Chemistry and Material Science, East China University of Technology, Nanchang, Jiangxi 344000, China
| | - Baowei Hu
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing 312000, China
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Rafiq K, Sadia I, Abid MZ, Waleed MZ, Rauf A, Hussain E. Scientific Insights into the Quantum Dots (QDs)-Based Electrochemical Sensors for State-of-the-Art Applications. ACS Biomater Sci Eng 2024; 10:7268-7313. [PMID: 39499739 DOI: 10.1021/acsbiomaterials.4c01256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2024]
Abstract
Size-dependent optical and electronic properties are unique characteristics of quantum dots (QDs). A significant advantage is the quantum confinement effect that allows their precise tuning to achieve required characteristics and behavior for the targeted applications. Regarding the aforementioned factors, QDs-based sensors have exhibited dramatic potential for the diverse and advanced applications. For example, QDs-based devices have been potentially utilized for bioimaging, drug delivery, cancer therapy, and environmental remediation. In recent years, use of QDs-based electrochemical sensors have been further extended in other areas like gas sensing, metal ion detection, monitoring of organic pollutants, and detection of radioactive isotopes. Objective of this study is to rationalize the QDs-based electrochemical sensors for state-of-the-art applications. This review article comprehensively illustrates the importance of aforementioned devices along with sources from which QDs devices have been formulated and fabricated. Other distinct features of QDs devices are associated with their extremely high active surfaces, inherent ability of reproducibility, sensitivity, and selectivity for the targeted analyte detection. In this review, major categories of QD materials along with justification of their key roles in electrochemical devices have been demonstrated and discussed. All categories have been evaluated with special emphasis on the advantages and drawbacks/challenges associated with QD materials. However, in the interests of readers and researchers, recent improvements also have been included and discussed. On the evaluation, it has been concluded that despite significant challenges, QDs-based electrochemical sensors exhibit excellent performances for state-of-the-art and targeted applications.
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Affiliation(s)
- Khezina Rafiq
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
| | - Iqra Sadia
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
| | - Muhammad Zeeshan Abid
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
| | - Muhammad Zaryab Waleed
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
| | - Abdul Rauf
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
| | - Ejaz Hussain
- Institute of Chemistry, Inorganic Materials Laboratory 52S, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan
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Dhanasekaran A, Priyadarshini N, Perumal I, Suresh G, Sagadevan S. Hydroxyapatite derived from eggshell embedded on functionalized g-C 3N 4 for synergistic extraction of U(VI) from aqueous solution. CHEMOSPHERE 2024; 364:143018. [PMID: 39111674 DOI: 10.1016/j.chemosphere.2024.143018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 06/09/2024] [Accepted: 08/02/2024] [Indexed: 08/13/2024]
Abstract
In this paper, we report hydroxyapatite derived from egg-shell biowaste embedded on diglycolamic acid functionalized graphitic carbon nitride nanocomposite (abbreviated as HAp@D-gCN). The compositional and morphological characteristics of HAp@D-gCN were evaluated using scanning electron microscope, X-ray diffraction, BET, FTIR techniques and surface charge using zeta potential measurement. The sorption of U(VI) species on HAp@D-gCN was investigated through batch studies as a function of pH, contact time, initial U(VI) concentration, adsorbent dosage and ionic strength. The adsorption of U(VI) onto HAp@D-gCN was confirmed by FTIR, XRD and EDS elemental mapping. Adsorption kinetics follow pseudo second order model and it attains equilibrium within 20 min. Adsorption isotherm data correlates well with Langmuir isotherm model with a maximum sorption capacity of 993.6 mg of U(VI) per gram of HAp@D-gCN at 298K. U(VI) can be leached from the loaded adsorbent using 0.01 M Na2CO3 as desorbing agent and its sorption capacity remains unaffected even after 4 adsorption-desorption cycles. Hence, the present study reveals that HAp@D-gCN nanocomposite could serve as an environmental friendly material with potential application in environmental remediation.
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Affiliation(s)
- A Dhanasekaran
- Department of Chemistry, School of Advanced Sciences, Vellore Institute of Technology, Chennai, 600127, Tamil Nadu, India
| | - N Priyadarshini
- Department of Chemistry, Sri Sivasubramaniya Nadar College of Engineering, Kalavakkam, 603110, Tamil Nadu, India
| | - Ilaiyaraja Perumal
- Department of Chemistry, School of Advanced Sciences, Vellore Institute of Technology, Chennai, 600127, Tamil Nadu, India.
| | - G Suresh
- Department of Physics, Aarupadai Veedu Institute of Technology, Vinayaka Mission's Research Foundation (DU), Chennai, 603104, Tamil Nadu, India
| | - Suresh Sagadevan
- Nanotechnology and Catalysis Research Centre, Institute of Advanced Studies, Universiti of Malaya, 50603, Kuala Lumpur, Malaysia; Centre for Herbal Pharmacology and Environmental Sustainability, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu, 603103, India
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6
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Singh P, Bhankar V, Kumar S, Kumar K. Biomass-derived carbon dots as significant biological tools in the medicinal field: A review. Adv Colloid Interface Sci 2024; 328:103182. [PMID: 38759449 DOI: 10.1016/j.cis.2024.103182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 04/25/2024] [Accepted: 05/10/2024] [Indexed: 05/19/2024]
Abstract
Early disease detection is crucial since it raises the likelihood of treatment and considerably lowers the cost of therapy. Therefore, the improvement of human life and health depends on the development of quick, efficient, and credible biosensing methods. For improving the quality of biosensors, distinct nanostructures have been investigated; among these, carbon dots have gained much interest because of their great performance. Carbon dots, the essential component of fluorescence nanoparticles, having outstanding chemical characteristics, superb biocompatibility, chemical inertness, low toxicity and potential optical characteristics have attracted the researchers from every corner of the globe. Several carbon dots applications have been thoroughly investigated in recent decade, from optoelectronics to biomedical investigations. This review study primarily emphasizes the recent advancements in the field of biomass-derived carbon dots-based drug delivery, gene delivery and bioimaging, and highlights achievements in two major areas: in vivo applications that involve carbon dots absorption in zebrafish and mice, tumour therapeutics, and imaging-guided drug delivery. Additionally, the possible advantages, difficulties, and future possibilities of using carbon dots for biological applications are also explored.
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Affiliation(s)
- Permender Singh
- Department of Chemistry, Deenbandhu Chhotu Ram University of Science & Technology, Murthal, Sonepat 131039, Haryana, India
| | - Vinita Bhankar
- Department of Biochemistry, Kurukshetra University, Kurukshetra 136119, Haryana, India.
| | - Sandeep Kumar
- Department of Chemistry, J. C. Bose University of Science & Technology, YMCA, Faridabad 121006, Haryana, India
| | - Krishan Kumar
- Department of Chemistry, Deenbandhu Chhotu Ram University of Science & Technology, Murthal, Sonepat 131039, Haryana, India.
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Reyes-Loaiza V, De La Roche J, Hernandez-Renjifo E, Idárraga O, Da Silva M, Valencia DP, Ghneim-Herrera T, Jaramillo-Botero A. Laser-induced graphene electrochemical sensor for quantitative detection of phytotoxic aluminum ions (Al 3+) in soils extracts. Sci Rep 2024; 14:5772. [PMID: 38459204 PMCID: PMC10923804 DOI: 10.1038/s41598-024-56212-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/04/2024] [Indexed: 03/10/2024] Open
Abstract
Aluminum in its Al3+ form is a metal that inhibits plant growth, especially in acidic soils (pH < 5.5). Rapid and accurate quantitative detection of Al3+ in agricultural soils is critical for the timely implementation of remediation strategies. However, detecting metal ions requires time-consuming preparation of samples, using expensive instrumentation and non-portable spectroscopic techniques. As an alternative, electrochemical sensors offer a cost-effective and minimally invasive approach for in situ quantification of metal ions. Here, we developed and validated an electrochemical sensor based on bismuth-modified laser-induced graphene (LIG) electrodes for Al3+ quantitative detection in a range relevant to agriculture (1-300 ppm). Our results show a linear Al3+ detection range of 1.07-300 ppm with a variation coefficient of 5.3%, even in the presence of other metal ions (Pb2+, Cd2+, and Cu2+). The sensor offers a limit of detection (LOD) of 0.34 ppm and a limit of quantification (LOQ) of 1.07 ppm. We compared its accuracy for soil samples with pH < 4.8 to within 89-98% of spectroscopic methods (ICP-OES) and potentiometric titration. This technology's portability, easy to use, and cost-effectiveness make it a promising candidate for in situ quantification and remediation of Al3+ in agricultural soils and other complex matrices.
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Affiliation(s)
- Vanessa Reyes-Loaiza
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
| | - Jhonattan De La Roche
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
| | - Erick Hernandez-Renjifo
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
| | - Orlando Idárraga
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
- Department of Natural and Exact Sciences, Universidad del Valle, Cali, Valle del Cauca, 760031, Colombia
| | - Mayesse Da Silva
- Multifunctional Landscapes, Alliance Bioversity-CIAT, Cali-Palmira, Valle del Cauca, 763537, Colombia
| | - Drochss P Valencia
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
| | - Thaura Ghneim-Herrera
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia
- Department of Biological Sciences, Universidad ICESI, Cali, Valle del Cauca, 760031, Colombia
| | - Andres Jaramillo-Botero
- iOmicas Research Institute, Pontificia Universidad Javeriana, Cali, Valle del Cauca, 760031, Colombia.
- Chemistry and Chemical Engineering Division, California Institute of Technology, 1200 E California Blvd, Mail Code 139-74, Pasadena, CA, 91125, USA.
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8
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Li X, Ning X, Li Z. Global research trends of uranium-containing wastewater treatment based on bibliometric review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 354:120310. [PMID: 38377753 DOI: 10.1016/j.jenvman.2024.120310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 02/04/2024] [Accepted: 02/06/2024] [Indexed: 02/22/2024]
Abstract
The generation of uranium-containing wastewater (UCW) during different stages of uranium mining, processing, and utilization presents a significant ecological and biospheric threat. Consequently, it is crucial for both sustainable development and the protection of human health to adopt appropriate methods for the treatment of UCW as well as the separation and enrichment of uranium. This study conducted a comprehensive search of the Web of Science Core Collection (WOSCC) database for publications related to UCW treatment between 1990 and 2022 to gain insight into current trends in the field. Subsequently, the annual publications, WOSCC categories, geographical distribution, major collaborations, prolific authors, influential journals, and highly cited publications were the subjects of a biliometric analysis that was subsequently carried out. The study findings indicate a significant rise in the overall number of publications in the research field between 1990 and 2022. China, India, and the USA emerged as the primary contributors in terms of publication count. The Chinese Academy of Sciences, the East China University of Technology, and the University of South China were identified as the key research institutions in this field. Furthermore, a majority of the publications in this field were distributed through prestigious journals with high impact factors, such as the Journal of Radioanalytical and Nuclear Chemistry. The top 3 journals were Radioanalytical and Nuclear Chemistry, Chemical Engineering Journal, and Journal of Hazardous Materials. The keyword co-occurrence and burst analysis revealed that the current research on UCW treatment mainly focuses on adsorption-based treatment methods, environmentally functional materials, uranium recovery, etc. Furthermore, the study of the adsorption efficiency of different adsorbent materials, as well as the strengthening and improvement of adsorbent material selectivity and capacity for the recovery of uranium, represents a research hotspot in the field of UCW treatment in the future. This study conducts a comprehensive overview of the current status and prospects of the UCW treatment, which can provide a valuable reference for gaining insights into the development trajectory of the UCW treatment.
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Affiliation(s)
- Xianhong Li
- Hangzhou Institute of National Extremely-weak Magnetic Field Infrastructure, Hangzhou 310028, China; School of Instrumentation and Optoelectronics Engineering, Beihang University, Beijing 100191, China
| | - Xiaolin Ning
- Hangzhou Institute of National Extremely-weak Magnetic Field Infrastructure, Hangzhou 310028, China; School of Instrumentation and Optoelectronics Engineering, Beihang University, Beijing 100191, China
| | - Zhonghong Li
- School Environment and Energy Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, China.
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Tripti T, Singh P, Rani N, Kumar S, Kumar K, Kumar P. Carbon dots as potential candidate for photocatalytic treatment of dye wastewater. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:6738-6765. [PMID: 38157163 DOI: 10.1007/s11356-023-31437-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 12/05/2023] [Indexed: 01/03/2024]
Abstract
Water is the utmost important element for the existence of life. In recent decades, water resources have become highly contaminated by a variety of pollutants, especially toxic dyes that are harmful to both living beings and environment. Hence, there is an urgent need to develop more effective methods than traditional wastewater treatment approaches for treatment of hazardous dyes. Herein, we have addressed the various aspects related to the effective and economically feasible method for photocatalytic degradation of these dyes employing carbon dots. The photocatalysts based on carbon dots including those mediated from biomass have many superiorities over conventional methods such as utilization of economically affordable, non-toxic, rapid reactions, and simple post-processing steps. The current study will also facilitate better insight into the understanding of photocatalytic treatment of dye-polluted wastewater for future wastewater treatment studies. Additionally, the possible mechanistic pathways of photocatalytic dye decontamination, several challenges, and future perspectives have also been summarized.
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Affiliation(s)
- Tripti Tripti
- J. C, Bose University of Science & Technology, YMCA, Faridabad, 121006, Haryana, India
| | - Permender Singh
- Deenbandhu Chhotu Ram University of Science & Technology, Murthal, Sonepat, 131039, Haryana, India
| | - Neeru Rani
- Deenbandhu Chhotu Ram University of Science & Technology, Murthal, Sonepat, 131039, Haryana, India
| | - Sandeep Kumar
- J. C, Bose University of Science & Technology, YMCA, Faridabad, 121006, Haryana, India
| | - Krishan Kumar
- Deenbandhu Chhotu Ram University of Science & Technology, Murthal, Sonepat, 131039, Haryana, India
| | - Parmod Kumar
- J. C, Bose University of Science & Technology, YMCA, Faridabad, 121006, Haryana, India.
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