Abstract
Biochar has excellent physical and chemical properties such as porosity, high carbon content, high cation exchange capacity, and rich surface functional groups and has been widely used in environmental remediation. Over the past 20 years, although various reviews have described the application of biochar as an environmentally friendly multifunctional material in environmental remediation, no comprehensive summary and analysis of the research trends in this field exists. To promote the rapid and stable development of the field of biochar, the current state of research on biochar is clarified using the bibliometric method in this report, and potential development directions and challenges for the future are identified. All relevant biochar literature from 2003–2023 was collected from the Chinese National Knowledge Infrastructure and Web of Science Core Collection. A total of 6,119 published Chinese papers and 25,174 English papers were selected for the quantitative analysis. CiteSpace, VOSviewer, and Scimago graphics software was used to summarize the numbers of papers published over the years, as well as the countries, institutions, and authors that published the most articles. Secondly, using keyword co-occurrence and emergence analysis, the recognized research hotspots in different areas such as adsorbents, soil remediation, catalytic oxidation, supercapacitors, and “biochar-microbial” synergy were analyzed. Finally, the prospects and challenges of biochar were assessed to provide new perspectives for further promoting its development in technological, economic, environmental, and other aspects.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Avoid common mistakes on your manuscript.
Introduction
Biochar is a low-cost, renewable, and sustainable multifunctional biomaterial that has attracted the attention of the scientific community wordwide (Amalina et al. 2022; Gwenzi et al. 2020). Biochar is a carbon-rich, porous solid product formed by thermal cracking of biomass materials in an oxygen-limited or oxygen-free atmosphere at a temperature of 300–900 °C (Farah et al. 2022). It has excellent physicochemical properties, such as large specific surface area, rich functional groups, and strong cation exchange capacity (Yang et al. 2021a; Godlewska et al. 2021). Biomass materials used for biochar preparation have various sources, which can be divided into three categories, namely plant, animal, and municipal waste. Table 1 shows different raw materials used to prepare biochar.
Biochar is an environmentally friendly material, with respect to both environmentally protection and sustainable development. This is because 1) biochar preparation can effectively reduce the damage to the environment caused by greenhouse gases and other polluting gases generated by waste biomass piling or open burning; and 2) use of biomass materials as the raw material for biochar can lead to full utilization of resources and promote the development of a circular economy (Zhou et al. 2021b; Saletnik et al. 2019). According to the available literature, biochar can adsorb organic and inorganic pollutants present in aqueous solutions and soil (Islam et al. 2021), it can be used as a soil additive to effectively retain nutrients in the soil while having the ability to add water (Molnar et al. 2016); it can be used as a substrate for slow-release fertilizers (Marcinczyk and Oleszczuk 2022), and it can also increase the photosynthetic rate of plants (Gao et al. 2021). Moreover, it can be used as a catalyst or catalyst carrier for the production of biofuels from biomass (Gholizadeh et al. 2021; Yao et al. 2016). Although various reviews and research have described the application of biochar as an environmentally friendly multifunctional material in environmental remediation. No comprehensive summary and analysis of the research trends in this field exists. Thus, it is necessary to conduct a comprehensive quantitative analysis of biochar research through scientific methods.
Bibliometrics is an efficient method for summarizing and analyzing the current status of research in a discipline and predicting its development trends. It assesses the trends and hotspots of a discipline through the relationship between the information distribution of journals, research institutions, countries of publication, author groups, and keywords (Mao et al. 2018; Pauna et al. 2019). Recently, bibliometrics has been widely used to analyze the status and prospects of research in different fields. Example articles include “Research on biomass energy and environment from the past to the future: A bibliometric analysis” (Mao et al. 2018), “Bibliometric research on environmental, social and governance research using CiteSpace” (Zhao et al. 2023),“Knowledge Mapping of bioeconomy: A bibliometric analysis” (Wei et al. 2022), “Thirty years of research on physical activity, mental health and well-being: A scientometric analysis of hotspots and trends” (Sabe et al. 2022), and “COVID-19 and the emerging research trends in environmental studies: a bibliometric evaluation” (Usman and Ho 2021).
Therefore, we conducted a detailed and comprehensive analysis of research hotspots and trends in biochar applications using a bibliometric approach. Firstly, a search was conducted over the time span from 2003 to 2023 to observe the annual growth of all articles worldwide, the fund distribution, and the most influential journals, authors, countries, and institutions in publications for bibliometric analysis. The presentation of these findings in this article is followed by a detailed description and example discussion of highly cited papers and research hotspots. In the Chinese National Knowledge Infrastructure (CNKI) and Web of Science (WOS) databases, the first research published on biochar addressed its use as a link in the sewage treatment process and its application in activated carbon precursors, respectively. The 20-year period was divided into four periods for specific analysis: from 2003 to 2011, from 2012 to 2020, from 2020 to Oct. 2022, and from Oct. 2022 to Feb. 2023. Publications corresponding to the last period (Oct. 2022 to Feb. 2023) were analyzed separately to understand recent research developments. Finally, we identified the future trends and challenges faced by biochar application research. This report makes the following three contributions. (1) It fills the gap in biochar research analysis from a bibliometric perspective. By visualizing the knowledge mapping tool, the research contents in the field of biochar can be sorted out. (2) It provides a visualization and analysis of the papers in biochar research, major carrier journals, issuing countries, issuing institutions, keyword frequencies, and highly cited papers to reveal the research hotspots and challenges faced in this field. (3) It makes scientific and objective predictions regarding the research directions in this field and provides references and insights for future biochar-related research.
Data sources and analysis methods
Data sources and export methods
Selection of databases
Currently, data collection is mainly conducted with the help of literature databases, adopting a literature search strategy. There is some variability between the formats of different databases, and the data structure of WOS is the most complete. WOS is the core database of global academic information and includes data obtained from many authoritative and high-impact academic journals around the world (Olosutean and Cerciu 2022). According to the analysis of this database, China is the country with the most biochar research papers. Therefore, we also selected the CNKI database (an authoritative online academic search platform in China that provides access to most Chinese scientific publications) to analyze and compare the current status and hotspots of biochar research in China and internationally (Yi et al. 2017). Usually, the collected literature data will contain the PT literature type, AR-Author, SO-Journal, DE-Keyword, AB-Abstract, CL-Institution, and CR-Reference. It should be noted that the data downloaded from CNKI do not have reference information.
Data retrieval
An advanced search in the CNKI database was performed as follows: Subject = [biochar] OR Keyword = [biochar] OR Abstract = [biochar] OR Title = [biochar]. The source categories used were SCI source journals, EI source journals, Chinese core journals, and the Chinese Science Citation Database (CSCD). An advanced search in the WOS database was performed as follows: TS = (biochar) OR TI = (biochar) OR AB = (biochar) OR KP = (biochar), and the literature type was selected as “Article” or “Review.” The WOS Core Collection database revealed that “biochar” first appeared in a manuscript in 2003, which was selected as the starting point for the analysis. The data were retrieved on Mar. 17, 2023.
Data filtering and de-duplication
Between 2003 and Feb. 2023, we retrieved 6511 Chinese articles and 25,809 English articles, which were manually screened to remove duplicates and irrelevant literature. Finally, 6119 Chinese articles and 25,174 English articles (25,174 including raw data and supplementary data) were determined to be classified as valid data. The CNKI data were exported in “RefWorks” format, and the WOS data were exported in plain text format as “full records with cited references.” The downloaded literature was renamed to a format that the analysis software could recognize as the basis for data analysis.
Analysis methods
Software function distinction
We used CiteSpace (6.1. R3) and VOSviewer (1.6.18) software to analyze trends in the number of publications, subject area distribution, journal publishing, institutions and countries publishing, and author groups to understand the current status and hotspot distribution of global research on biochar. CiteSpace is a statistical analysis tool based on the Java environment that analyzes domain-specific software by building visual graphs (Mao et al. 2018). In this study, the screened Chinese and English documents were imported into CiteSpace, the time zone was set as 2003–2023, the time slice was set as 1 year, the “Node type” was set as "Keyword" for clustering analysis, the “Pruning sliced networks” were selected as the clipping connection method, and the “Show merged network” was adopted to present the complete analysis map of the screened data. VOSviewer is a free computer program used to build and view bibliometric maps (Van and Waltman 2010). Keyword frequency analysis was often used to identify research hotspots and frontiers. Scimago Graphica (1.0.24) software was employed to visualize the author/country collaboration relationships.
Visual analysis description
The size of the nodes in the pictures obtained by visualization is proportional to the number of documents; the lines between the nodes represent the co-occurrence or co-citation relationship for both. The same color is considered as the same cooperative group. The circle size and font size and the distance between the location and the center point are positively correlated with the number of node occurrences. In the section on research hotspots (3.8), breakout time column Blue represents the timeline, red represent the breakout time.
Results and discussion
Publications and annual growth
The 23,374 articles published in 2003–Oct. 2022 consist of 21,771 research articles (93.2%) and 1,603 reviews (6.8%). These figures reveal a significant impact of the subject area on the global scientific community. The first study on the presence of biochar was published by Purevsuren et al. (2003). Figure 1 shows the number of articles published in the field of biochar between 2003 and 2023. The numbers of articles published on biochar between 2003 and 2011 in the CNKI and WOS databases demonstrate that research on biochar was in its initial stage, and the number of papers was small. Since 2012, the numbers of papers published on the topic in both databases have shown steady and rapid growth. The number of articles in English is growing at a faster rate than that of those in Chinese. However, similar trends are observed for both databases, which indicates a growing interest in biochar.
Subject area distribution
According to the CNKI database, the journals published 6,119 articles from 2003 to 2021. Figure 2 and 3 show the distribution of subject area on biochar in the CNKI and WOS databases. In the CNKI database, 6,119 articles from 2003 to 2022 were distributed in the following subject areas: Environmental Science and Resource Development; Basic agricultural science; Chemistry and New energy. Among them, Environmental Science and Resource Development accounted for the largest proportion (39.33%). In the WOS database, 23,374 articles from 2003 to 2022 were distributed in the following subject areas: Environmental Science, Energy and Fuel, Engineering Chemistry, Engineering Environment and Soil Science. In the WOS database, certain articles more than one subject area; thus, the percentage sum was greater than one in the subject analysis. Results based on both databases revealed that research on biochar has been strongly focused on Environmental Science. This is achieved using the biochar produced by the pyrolysis of waste biomass as an absorption material (Yi et al. 2020), which has the following main advantages: (1) it can reduce the environmental impact caused by waste disposal, (2) it realizes the sustainable use of resources, and (3) the obtained biochar is an environmental-friendly material with excellent properties for environmental remediation.
Journals
The data that were exported from the CNKI database did not include journal titles; thus, the data could not be analyzed using CiteSpace. Information on journals that published articles on biochar and were included in the CNKI database was obtained from the CNKI website. The top 10 journals in the CNKI database in terms of the number of articles published are listed in Table 2. Environmental Science published the maximum number of articles on biochar research as per the data retrieved from the CNKI database (226 articles). Analysis of the WOS database using CiteSpace elucidated that 1,357 journals published articles on biochar research. Table 3 shows the top 10 journals with the highest number of articles in the WOS database on biochar research. Science of the Total Environment published the highest number of articles on the topic in the WOS database, with a total of 1,368 publications. The review article titled “Adsorptive removal of antibiotics from water and wastewater: Progress and challenges” was the most cited article in this journal, with a total of 621 citations.
Authors
The authors of the articles published on biochar retrieved from both databases were analyzed using CiteSpace. As per the CNKI database, the main researchers of the topic are as follows: First, Haibo Meng from the Center of Energy and Environmental Protection, Academy of Agricultural Planning and Engineering MARA, Key Laboratory of Energy Resource Utilization from Agriculture Residue MADA has published 46 articles, representing 0.75% of all articles included in the CNKI database. He is mainly engaged in research on agricultural waste resource utilization technology and equipment and has made important achievements in straw pyrolysis, clean combustion, and waste composting technology and equipment. Second, Lixin Zhao from the Institute of Agricultural Environment and Sustainable Development, Chinese Academy of Agricultural Sciences has published 46 articles, accounting for 0.75% of all articles included in the CNKI database. He is mainly engaged in the comprehensive utilization of crop straw and technology research and development. Third, Guoshun Liu from Henan Agricultural University has published 43 articles, accounting for 0.7% of all articles included in the CNKI database. He is mainly engaged in tobacco cultivation and other work. The aforementioned percentages were obtained by dividing the number of articles exported from the database. As per the CNKI database, the focus of research of these three authors was different and involved the following subject areas: New Energy, Basic Agricultural Sciences, Organic Chemicals, Fuel Chemicals, and Chemical Industry. This indicates that biochar research is in a state of diversification, and that biochar is a new material with greater development potential.
As per the WOS database, the main researchers of the topic are as follows: OK Yong Sik from Korea University, has published 358 articles, accounting for 1.53% of the 23,374 articles included in the WOS; Tsang Dan from Hong Kong Polytechnic University, has published 210 articles, accounting for 0.89% articles included in the WOS database; Gao Bin from the University of Florida, has published 180 articles, accounting for 0.77% of the 23,374 articles included in the WOS; Rinklebe Joerg from University of Wuppertal has published 138 articles, Wang Hailong from Foshan University has published 134 articles, Zeng Guangming from Hunan University has published 130 articles, and Kwon Eilhann E. from Hanyang University has published 101 articles. Figure 4 shows the co-occurrence map of the authors. The size and color of the circles in Fig. 5 represent the number of articles published by the authors, and the thickness and color of the middle curve represent the collaboration between the authors and the intensity of the relationship. OK Yong Sik and Tsang Dan were the closest collaborators, followed by Rinklebe Joerg and Vithanage Meththika. He appeared in several articles with the above authors.
Countries and institutions
VOSviewer and Scimago Graphica were used to analyze the countries where research on biochar was performed. However, because the articles retrieved from the CNKI database were from China, the countries analysis is only the WOS database. We observed that 147 countries/regions are currently investigation biochar, 89 of which have published ten or more articles on the topic. From 2003 to 2022, China has published the highest number of articles on biochar, with 11,416 publications, accounting for 48.48% of all publications; China is followed by the United States of America and India. The top 10 countries are listed in Table 4. Thus, China is the main force of research in the field of biochar. However, China’s centrality was only 0.03. The highest centrality was observed in Germany at 0.15, which had the highest academic impact, and was followed by Australia. The analysis shows that 58 countries with fewer than 10 cumulative articles, accounted for 39.4% of these 147 countries. Figure 6 shows partnerships between some countries and intensity. China has cooperated with 107 countries/regions, with cooperation with the United States of America being the strongest.
CiteSpace was used to analyze the issuing institutions of the articles retrieved from the CNKI and WOS databases. Table 5 shows the top 10 Chinese institutions in terms of the number of articles published. The University of Chinese Academy of Sciences is the institution that publishes the most articles on biochar, with 111 articles, accounting for 1.81% of the 6,119 articles included in the CNKI articles. It hads a centrality of 0.17, which was the highest in the data retrieved from the CNKI database.
In total, 900 institutions worldwide have conducted biochar research and their articles were included in the WOS database. The top 10 institutions are listed in Table 6. Seven of these institutions are from China, one from the United States, one from South Korea and the other from Saudi Arabia. The Chinese Academy of Sciences has published 1,439 articles, making it the institution with the highest number of published articles. The first article on biochar research included in the WOS database was published in 2009, which is later than the first article on the topic in the CNKI database; however, since 2017, the number of articles has increased rapidly. High academic status and influence on biochar research.
Moreover, in both the CNKI and the WOS databases, the intensity of cooperation between countries/institutions that had published papers on the topic is low and the network of cooperation is loose. International and inter-institutional cooperation should be strengthened in future biochar research.
Citation analysis
The data exported from the CNKI database did not contain references; therefore, the highly cited literature could not be analyzed using CiteSpace software. Therefore, the data exported from the WOS database was analyzed to assess the number of possible citations (Sorensen and Jovanovic 2021). A total of 23,374 publications were cited 685,672 times, with an average of 29.3 citations per article. Moreover, the highest number of citations was observed in 2020, with a cumulative total of 50,484 citations.
Table 7 shows the CiteSpace (6.1.R3) and the WOS search function to obtain the top 10 most-cited articles. These ten articles include both research and review article and have a high academic impact worldwide. They were centrally published around 2010–2011. The review papers include the following topic: biochar as a soil amendment; biochar as a sorbent for pollutant management in soil and water; potential mechanisms for biochar to realize agricultural benefits; and research progress on biochar preparation, modification, and environmental applications. Woolf et al. (2010) explored the role of biochar in global climate mitigation; their experimental stuides focused on the effect of different temperatures on the preparation of biochar.
The most frequently cited paper is the review article “Biochar effects on soil biota - A review” published by Lehmann J et al. in 2011, with a total of 2,671 citations. This article systematically summarizes the effects of biochar adding to soil on plant root behavior. This study provides a theoretical basis for future research on biochar. The second most frequently cited article, “Biochar as a sorbent for contaminant management in soil and water: A review” by Ahmad et al. (2014) was cited 2,416 times; it reviewed the application of biochar as a sorbent in soil and water pollution management. Moreover, it has been argued that biochar application will provide a method for carbon sequestration and mitigate climate change. The third most frequently cited article, “Dynamic molecular structure of plant biomass-derived black carbon (Biochar)” by Keiluweit et al. (2010) has 1,803 citations; it used physical and chemical data of biochar to develop an integrated model to understand the physical properties of plant biochar at different temperatures.
Keyword analysis
We used CiteSpace to analyze keywords frequency, centrality and clustering. We used VOSviewer to visualize the results. Figure 7 shows the co-occurrence of keywords in various articles on biochar in the WOS database. Keywords in the CNKI and WOS databases were analyzed using CiteSpace.
Keyword frequency analysis
Keywords reflect the core areas of research, and their importance can be assessed by their frequency and centrality. If the centrality of a keyword is larger than those of the other keywords, then the keyword is more important in the research field. The 10 most frequent keywords in the field of biochar are listed in Table 8. In the CNIKI database, 205 keywords appeared more than 10 times and 15 keywords appeared more than 100 times. In the WOS database, 311 keywords appeared more than 100 times and 28 keywords appeared more than 1,000 times. The frequencies of the keywords revealed that the main focus of the research is on biochar as an adsorbent material. In the WOS database, the applications adsorbents mainly focus on aqueous solutions. The keywords with centrality over 0.1 are "biochar," "biomass carbon," "aqueous solution," "heavy metals," and "activated carbon."
Keyword clustering analysis
In order to clarify the affiliation of each keyword in the study, keyword clustering analysis was performed by CiteSpace, and the clustering labels that could not reasonably express the clustering results were removed from the clustered words to obtain the keyword co-occurrence clustering map. The smaller the number after “#,” the greater the number of keywords in that cluster and the better the clustering effect.
Keyword clustering of the CNKI database is shown in Fig. 8, which is as following: #0, adsorption; #1, biochar; #2, aqueous solution; #3, heavy metals; #4, organic compound; #5, physical and chemical properties; #6, environmental remediation. The WOS database keyword clustering is shown in Fig. 9, which is as following: #0, adsorption; #1, biochar; #2, soil; #3, aqueous solution; #4, organic material; #5, heavy metals; #6, modification; #7, mechanisms. It is easy to see that the major direction of biochar research is adsorption (Zhang et al. 2018). Biochar has been used as a catalyst and electrode material in recent years (Lyu et al. 2019; Lee et al. 2020).
These clusters can be devided into the following four categories: (1) Function: “biochar” and “adsorption”. Biochar is a popular material with a wide range of applications. However adsorption by biochar is currently the mainstay of the research on this topic. (2) Object of adsorption: “soil” and “aqueous solution”. Many studies have shown that biochar can be used to remove pollutants present in soil and aqueous solutions (Chi et al. 2017; Yang et al. 2022b). (3) Adsorbed substances: “heavy metals” and “organic matter”. Biochar has been shown to adsorb heavy metal pollutants organic pollutants inorganic nitrogen and phosphate (Table 9). (4) Mechanism of action: “modification” and “mechanism”. Biochar performance can be significantly improved by optimizing the biochar preparation process (Li et al. 2021a, b, c, d). High temperatures produce biochar with high surface area porosity pH and mineral content. These factors may improve the adsorption efficiency and other properties of biochar (Li et al. 2017). The adsorption mechanisms include physical adsorption ion exchange and surface complexation electrostatic interactions redox effects and precipitation effects (Inyang et al. 2016)
Research hotspots
High-frequency keywords can highlight the research hotspots in the research field (Wei et al. 2020). Based on the number of papers published per year in these two databases, the 20-year research process of biochar can be divided into three periods for hotspot analysis.
Nascent period (2003–2011)
The keyword burst table of the CNKI database for biochar research is presented in Table 10. Chen and Jia (2006) described the application of a biochar-ozone technology in a water treatment project and reported that is can effectively decolorize and deodorize, remove some pollutants, and reduce the Chemical Oxygen Demand (COD) in water. Guo et al. (2010) designed a coagulation-hydrolysis-aerobic bio-contact oxidation-PACT process to treat printing and dyeing wastewater. During this period, the articles included in the CNKI database mainly reported application of biochar in wastewater treatment processes. To provide useful and feasible methods for the treatment of difficult-to-degrade chemical wastewater, research is inclined toward environmental engineering.
The keyword burst table of the WOS database for biochar research is presented in Table 11. In 2003, Purevsuren et al. (2003) prepared biochar by pyrolysis of casein and found void spaces on its surface, which could be further used to prepare activated carbon. Ozcimen and Karaosmanoglu (2004) prepared biochar and bio-oil from pressed rapeseed cake, using agricultural residues as a source for biochar preparation for the first time. In 2008, Azargohar and Dalai (2008) used biochar as a source of activated carbon via physical steam and chemical activation processes. Lal (2009) reported that biochar application can improve soil fertility; thus, interest in biochar as a soil additive is gradually increasing. In general, in the primary stage, scholars of the articles retrieved from the WOS database have elucidated that biochar has the potential to be used as activated carbon and that biochar can effectively improve soil properties and enhance soil fertility. It established the foundation for the next stage of research on biochar as adsorbent and soil amendment.
Development period (2012–2019)
The keyword burst tables of CNKI and WOS databases for biochar research are presented in Table 12 and 13. Gao et al. (2012) combined biochar with fertilizers to produce biochar-based fertilizers. They reported that it improved the quality of soil and promoted crop growth and yield, which enhances the benefits of biochar in agriculture. Some studies have investigated the carbon sequestration activity of biochar, which can sequester carbon and mitigate global warming. Thus, it is considered to be a promising material for a wide range of applications (Mohan et al. 2014; Li et al. 2013). Tang et al. (2017) explored the best adsorption conditions of biochar for microorganisms through repeated experiments, and developed effective treatments of constructed wetland wastewater. Chen et al. (2013) investigated the effects of different pyrolysis temperatures on the adsorption of organic pollutants by biochar.
In addition to these applications, research on biochar has mainly focused its use as an adsorbent for the removal of heavy metal contaminants and organic pollutants from aqueous solutions and soils. Scholars are also interested in the influence of the preparation conditions, modifications of the adsorption efficiency and mechanism of action of biochar (Bashir et al. 2018).
Prosperous period (2020–)
The keyword burst tables of CNKI and WOS databases for biochar research are shown in Table 14 and 15, respectively. As research progressed, scholars began to explore new preparation methods that could compensate for the high energy consumption of the traditional thermal cracking method. Hydrothermal carbonization is a green, low-energy and inexpensive method for treating waste biomass (Li et al. 2022). Zhou et al. (2021a) prepared biochar from corn stover using a hydrothermal method to adsorb organic matter in water. Azzaz et al. (2020) used olive mill wastewater as a carbon source to prepare biochar by hydrothermal carbonization and investigated the effect of the hydrothermal char temperature on the yield and content of each element. As research on biochar has progressed, the directions have diversified. Hydrothermal carbon materials have a wide range of applications in environmental remediation, catalyst carriers and supercapacitors (Cui et al. 2021; Zhang et al. 2022a). Moreover, Rathnayake et al. (2020) compared the adsorption efficiency of fresh and aged biochar for environmental pollutants. Based on several studies, biochar is considered to have great potential for environmental and agricultural sustainability. Thus, continuous research on the topic is essential. Scholars have begun to focus on the environmental toxicological effects of biochar. Kong et al. (2021) prepared biochar by the pyrolysis of sewage sludge and found that biochar produced at high temperatures had low potential environmental risk and ecotoxicity. In the context of “peak carbon dioxide emissions” and “carbon neutrality,” Song et al. (2022) suggested that the Government should include biochar in the carbon trading market based on its role in soil management. He argued that biochar can contribute to both “peak carbon dioxide emissions” and “carbon neutrality”. Yang et al. (2021b) weighed three factors, namely technical, economic and environmental factors,and found that biochar could have significant impact on achieving national and global greenhouse gas reduction targets.
Latest international research on biochar (Oct. 2022–Feb. 2023)
In this section, we focus on publications from the last five months (from Oct. 2020 to Feb. 2023) to summarize the latest research achievements in biochar analysis from a bibliometric perspective. We retrieved recent studies at WOS in the time period as supplementary content. The search method was the same as that described in Section 2.2.1. We retrieved a total of 1804 articles and obtained 1800 valid data after de-duplication. A total of 963 articles were published from Oct. 27, 2022 to Dec. 31, 2022, and 837 articles were published from Jan. 01, 2023 to Feb. 28, 2023.
The co-occurrence and keyword burst of the latest international research on biochar are shown in Fig. 10 and Table 16. Comparison with the keyword burst tables of the previous three periods visually demonstrates that in addition to the familiar keywords "adsorption capacity," "heavy metals," and "physicochemical properties," new keywords such as "phytotoxicity," "tolerance," and "resistance" were also present. A recent study revealed that biochar has the potential to reduce phytotoxicity based on its strong adsorption function. Li et al. (2023) prepared biochar that could effectively reduce the toxic effects of polyvinyl chloride microplastics on plant seedlings but exacerbated the toxic effects on the root system. This study provides a basis for understanding the removal of phytotoxicity by biochar. Biochar also can improve the salt tolerance of plants and improve fruit quality (Abd et al. 2023). The "biochar-microbial" synergy is constantly being attempted, developed, and explored for its effects on the community structure (Yang et al. 2023; Wang et al. 2023). In addition, exploring the life cycle assessment of biochar plays an increasingly important role, this helps bridge the gap between biochar production and biochar application (Kumar et al. 2023). Biochar has also been shown to improve the flexural strength and splitting tensile strength of concrete, and replacing some cement with biomass char for concrete offers a sustainable option for municipal solid waste management and building energy efficiency (Jia et al. 2023). In general, biochar research has recently shown diversification and extension to different fields, which has laid a solid foundation for the development of biochar.
Future research trends and challenges
Biochar as a new type of environmental protection material has been receiving more and more attention. The research enthusiasm in the next few years may not be weaker, for the following reasons.
-
(1)
Demand for environmental protection
As a sustainable and environmentally friendly material with various environmental protection functions, biochar is an effective means of dealing with global climate change and environmental pollution.
-
(2)
Energy crisis
With the increasing scarcity of fossil fuel resources and the intensification of the energy crisis, biochar could be important in replacing traditional energy sources and developing new sustainable energy sources. Biochar is an important form of biomass energy, which also has the advantage of environmental protection and is expected to become an important source of energy in the future.
-
(3)
Agricultural demand
With the transformation of agricultural production methods and the requirements of sustainable agricultural development, biochar is important in improving soil, enhancing agricultural production efficiency. and properly disposing of agricultural waste. It is expected to play a key role in agricultural production.
-
(4)
Economic benefits
Research on and the application of biochar is expected to bring economic benefits and promote the development of biochar industry. In addition, a close connection exists between biochar and carbon trading. The preparation and application of biochar can provide a reliable means for enterprises to reduce emissions, thus lowering their carbon emissions and reducing costs. With the gradual development and improvement of the carbon trading market, carbon trading can also provide more economic support and market demand for the development of biochar, further promoting the development of biochar.
The development of biochar research is a comprehensive issue, one must always adhere to the principles of sustainable development, environmental protection, science, economy, and social responsibility. In the future, biochar research challenges may include the following aspects.
-
(1)
Controlling the cost of biochar preparation
The current biochar preparation technology is relatively mature, but some problems remain, such as complicated charring process conditions and high production costs. These issues make it difficult to implement large-scale production of biochar. Future research should be devoted to developing more efficient and environmentally friendly preparation technologies to solve these problems.
-
(2)
Physicochemical properties of biochar
The physicochemical properties of biochar considerably affect its application effects. Future research will investigate further the physicochemical properties of biochar to improve its application effects.
-
(3)
Application fields of biochar
The application fields of biochar are very wide and include soil improvement, water purification, and energy development. Future research will explore more application fields, such as biochar in metal pollution treatment, catalytic oxidation, and biochar-microbial synergy.
-
(4)
Evaluation of environmental effects of biochar
Although biochar has an important role in environmental protection, its effects on the environment have not been fully clarified. For example, during the application of biochar, harmful substances left over from the modification process may be released, causing potential effects on the environment and human health.
-
(5)
Evaluation of the environmental benefits of biochar
The application of biochar has certain effects on the environment, such as carbon fixation, soil fertility improvement, and water purification. In future research, in-depth environmental benefit evaluation will be performed to elucidate fully the environmental benefits of biochar.
-
(6)
Establishing a standard and certification system for biochar
Establishing a standard and certification system for biochar is essential to ensure its quality and marketability. Through the establishment of a perfect standard and certification system, the production, sales, and application behaviors of biochar can be regulated, and the development and promotion of biochar industry can be promoted.
Conclusions
In this study, we used a bibliometric approach and data from the CNKI and WOS core journal database. We explored the research dynamics and research gaps in the field of biochar since 2003. By identifying research themes and hotspots based on keyword analysis, combined with relevant literature, we conducted an in-depth assessment to determine the latest and most comprehensive research situation and results in this field. We also identified the future research trends and challenges in biochar. The results show that biochar has been widely used for soil improvement and water purification in the past 20 years. It is mainly involved in environmental remediation and biomass energy utilization.
Among the latest research results, some emerging keywords have appeared in biochar research, including catalytic oxidation, supercapacitor, microorganism, resistance gene, phytotoxicity, tolerance, and concrete. Although the considered studies are preliminary to some extent, such advances still provide new directions for researchers to delve into biochar research. We expect future work to continue this innovation and integration and to continue to broaden the application areas of biochar. Overall, in an era in which "peak carbon" and "carbon neutrality" are strongly promoted, the prospects and areas of application for biochar have unlimited possibilities.
Data availability
The original data for this work comes from the Web of Science and CNKI databases.
References
Abd EMH, Eissa MA, Almasoudi NM, Abo-Elyousr KAM (2023) Macronutrient-rich biochar induces boron nanoparticles in improving the salt tolerance of pomegranate (Punica granatum L.) in arid degraded soils. Sci Hortic 313:111908
Ahmad M, Rajapaksha AU, Lim JE, Zhang M, Bolan N, Mohan D, Vithanage M, Lee SS, Ok YS (2014) Biochar as a sorbent for contaminant management in soil and water: A review. Chemosphere 99:19–33
Amalina F, Razak ASA, Krishnan S, Zularisam AW (2022) A comprehensive assessment of the method for producing biochar, its characterization, stability, and potential applications in regenerative economic sustainability-A review. Clean Mater 3:100045
Atkinson CJ, Fitzgerald JD, Hipps NA (2010) Potential mechanisms for achieving agricultural benefits from biochar application to temperate soils: a review. Plant Soil 337(1-2):1–18
Azargohar R, Dalai AK (2008) Steam and KOH activation of biochar: Experimental and modeling studies. Microporous Mesoporous Mater 110(2-3):413–421
Azzaz AA, Jeguirim M, Kinigopoulou V, Doulgeris C, Goddard ML, Jellali S, Ghimbeu CM (2020) Olive mill wastewater: From a pollutant to green fuels, agricultural and water source and bio-fertilizer-Hydrothermal carbonization. Sci Total Environ 733:139314
Bashir S, Zhu J, Fu QL, Hu HQ (2018) Comparing the adsorption mechanism of Cd by rice straw pristine and KOH-modified biochar. Environ Sci Pollut Res 25(12):11875–11883
Bogusz A, Nowak K, Stefaniuk M, Dobrowolski R, Oleszczuk P (2017) Synthesis of biochar from residues after biogas production with respect to cadmium and nickel removal from wastewater. J Environ Manag 201:268–276
Cao YY, Shen GH, Zhang Y, Gao CF, Li YF, Zhang PZ, Xiao WH, Han LJ (2019) Impacts of carbonization temperature on the Pb (II) adsorption by wheat straw-derived biochar and related mechanism. Sci Total Environ 692:479–489
Chen HX, Jia ZM (2006) Application of biological carbon-ozone technology to the treatment of regenerated water. Indust Water Treatm 1:76–78
Chen YP, Zheng CH, Huang YY, Chen YR (2021) Removal of chlortetracycline from water using spent tea leaves-based biochar as adsorption-enhanced persulfate activator. Chemosphere 286(2):131770
Chen ZM, Chen BL, Zhou DD, Chen WY (2013) Bisolute sorption and thermodynamic behavior of organic pollutants to biomass-derived biochars at two pyrolytic temperatures. Environ Sci Technol 46(22):12476–12483
Chi T, Zuo J, Liu FL (2017) Performance and mechanism for cadmium and lead adsorption from water and soil by corn straw biochar. Front Environ Sci Eng 11(2):15
Cui XQ, Wang JT, Wang XT, Khan MB, Lu M, Khan KY, Song YJ, He ZL, Yang XE, Yan BB (2021) Biochar from constructed wetland biomass waste: A review of its potential and challenges. Chemosphere 287:132259
Das SK, Ghosh GK, Avasthe R, Sinha K (2021) Morpho-mineralogical exploration of crop, weed and tree derived biochar. J Hazard Mater 407:124370
Deng YY, Huang S, Laird DA, Wang XG, Dong CQ (2018) Quantitative mechanisms of cadmium adsorption on rice straw- and swine manure-derived biochars. Environ Sci Pollut Res 25(32):32418–32432
Farah A, Abdul S A R, Santhana K et al (2022) A comprehensive assessment of the method for producing biochar, its characterization, stability, and potential applications in regenerative economic sustainability-A review. Clean Mater 3:100045
Gao HY, He XS, Chen XX, Zhang W, Geng ZC (2012) Effect of biochar and biochar-based ammonium nitrate fertilizers on soil chemical properties and crop yield. J Agro-Environ Sci 10:1948–1955
Gao Y, Shao GC, Yang Z, Zhang K, Lu J, Wang ZY, Wu SQ, Xu D (2021) Influences of soil and biochar properties and amount of biochar and fertilizer on the performance of biochar in improving plant photosynthetic rate: A meta-analysis. Eur J Agron 130:126345
Gholizadeh M, Hu X, Liu Q (2021) Progress of using biochar as a catalyst in thermal conversion of biomass. Rev Chem Eng 37(2):229–258
Godlewska P, Ok YS, Oleszczuk P (2021) The dark side of black gold: Ecotoxicological aspects of biochar and biochar-amended soils. J Hazard Mater 403:123833
Gui XY, Liu C, Li FY, Wang JF (2020) Effect of pyrolysis temperature on the composition of DOM in manure-derived biochar. Ecotoxicol Environ Saf 197:110597
Guo YF, Lu YJ, Yang XW (2010) Treatment of wastewater from chemical industry by coagulation-hydrolysis-aerobic bio-contact oxidation-PACT process. Indust Water Wastew 4:27–30
Gwenzi W, Chaukura N, Wenga T, Mtisi M (2020) Biochars as media for air pollution control systems: Contaminant removal, applications and future research directions. Sci Total Environ 753:142249
Hu RX, Liu Y, Zhu GJ, Chen C, Hantoko D, Yan M (2022) COD removal of wastewater from hydrothermal carbonization of food waste: Using coagulation combined activated carbon adsorption. J Water Process Eng 45:102462
Huang YF, Huang YY, Chiueh PT, Lo SL (2020) Heterogeneous Fenton oxidation of trichloroethylene catalyzed by sewage sludge biochar: Experimental study and life cycle assessment. Chemosphere 249:126139
Inyang MI, Gao B, Yao Y, Xue YW, Zimmerman A, Mosa A, Pullammanappallil P, Ok YS, Cao XD (2016) Biochar as a low-cost adsorbent for aqueous heavy metal removal: A review. Crit Rev Environ Sci Technol 46(4):406–433
Islam T, Li YL, Cheng HF (2021) Biochars and engineered biochars for water and soil remediation: A review. Sustainability 13(17):9932
Jeffery S, Verheijen FGA, Van DVM, van der Velde M, Bastos AC (2011) A quantitative review of the effects of biochar application to soils on crop productivity using meta-analysis. Agric Ecosyst Environ 144(1):175–187
Jia YQ, Li H, He XL, Li PE, Wang ZH (2023) Effect of biochar from municipal solid waste on mechanical and freeze-thaw properties of concrete. Constr Build Mater 368:130374
Keiluweit M, Nico PS, Johnson MG, Kleber M (2010) Dynamic molecular structure of plant biomass-derived black carbon (Biochar). Environ Sci Technol 44(4):1247–1253
Kong LL, Zhang XH, Wang XY, Han M, Shan Q, Jin CL, Tian XZ (2021) Effect of temperature on PTEs deportment and ecological risks of the biochars obtained from sewage sludge. Environ Sci Pollut Res 29(10):14733–14742
Kumar MR, Jaya PKD, Narula A, Minnat CS, Ullhas NS (2023) Production and beneficial impact of biochar for environmental application: A review on types of feedstocks, chemical compositions, operating parameters, techno-economic study, and life cycle assessment. Fuel 343:127968
Lal R (2009) Soils and food sufficiency. A review. Agron Sustain Dev 29(1):113–133
Lee T, Nam IH, Jung S, Park YK, Kwon EE (2020) Synthesis of nickel/biochar composite from pyrolysis of microcystis aeruginosa and its practical use for syngas production. Bioresour Technol 300:122712
Lehmann J, Rillig MC, Thies J, Masiello CA, Hockaday WC, Crowley D (2011) Biochar effects on soil biota-A review. Soil Biol Biochem 43(9):1812–1836
Lei SC, Shi Y, Qin YP, Che L, Xue C (2018) Performance and mechanisms of emerging animal-derived biochars for immobilization of heavy metals. Sci Total Environ 646:1281–1289
Li F, Wan YS, Chen JJ, Hu X, Tsang DCW, Wang HL, Gao B (2020a) Novel ball-milled biochar-vermiculite nanocomposites effectively adsorb aqueous As(V). Chemosphere 260:127566
Li FY, Liang Y, Wang JF, Zhao L (2013) Biochar to sequester carbon and mitigate greenhouses emission: A review. J Nucl Agri Sci 5:681–686
Li J, Yu GW, Pan LJ, Li CX, You FT, Wang Y (2020b) Ciprofloxacin adsorption by biochar derived from co-pyrolysis of sewage sludge and bamboo waste. Environ Sci Pollut Res 27(18):22806–22817
Li BT, Jing FY, Hu ZQ, Liu YX, Xiao B, Guo DB (2021c) Simultaneous recovery of nitrogen and phosphorus from biogas slurry by Fe-modified biochar. J Saudi Chem Soc 25(4):101213
Li M, Wang Y, Shen ZF, Chi MS, Lv C, Li CY, Bai L, Thabet HK, El-Bahy SM, Ibrahim MM (2022) Investigation on the evolution of hydrothermal biochar. Chemosphere 307(2):135774
Li B, Zhang Y, Xu J, Mei YL, Fan SS, Xu HC (2021d) Effect of carbonization methods on the properties of tea waste biochars and their application in tetracycline removal from aqueous solutions. Chemosphere 267:129283
Li N, He MT, Lu XK, Yan BB, Duan XG, Chen GY, Wang SB, Hou LA (2021a) Municipal solid waste derived biochars for wastewater treatment: Production, properties and applications. Resour Conserv Recycl 177:106003
Li B, Huang YY, Wang ZX, Li JL, Liu Z, Fan SS (2021b) Enhanced adsorption capacity of tetracycline on tea waste biochar with KHCO3 activation from aqueous solution. Environ Sci Pollut Res 28(32):44140–44151
Li HB, Dong XL, da Silva EB, de Oliveira LM, Chen YS, Ma LNQ (2017) Mechanisms of metal sorption by biochars: Biochar characteristics and modifications. Chemosphere 178:466–478
Li J, Yu YF, Chen XH, Yu SG, Cui M, Wang SS, Song FH (2023) Effects of biochar on the phytotoxicity of polyvinyl chloride microplastics. Plant Physiol Biochem 195:228–237
Liu LY, Zhang CH, Chen SR, Ma L, Li YM, Lu YF (2021) Phosphate adsorption characteristics of La(OH)3-modified, canna-derived biochar. Chemosphere 286(2):131773
Lyu HH, Yu ZB, Gao B, He F, Huang J, Tang JC, Shen BX (2019) Ball-milled biochar for alternative carbon electrode. Environ Sci Pollut Res 26(14):14693–14702
Ma JC, Huang W, Zhang XS, Li YC, Wang N (2021) The utilization of lobster shell to prepare low-cost biochar for high-efficient removal of copper and cadmium from aqueous: Sorption properties and mechanisms. J Environ Chem Eng 9(1):104703
Mao GZ, Huang N, Chen L, Wang HM (2018) Research on biomass energy and environment from the past to the future: A bibliometric analysis. Sci Total Environ 635:1081–1090
Marcinczyk M, Oleszczuk P (2022) Biochar and engineered biochar as slow- and controlled-release fertilizers. J Clean Prod 339:130685
Mayakaduwa SS, Herath I, Ok YS, Mohan D, Vithanage M (2017) Insights into aqueous carbofuran removal by modified and non-modified rice husk biochars. Environ Sci Pollut Res 24(29):22755–22763
Mehmood T, Khan AU, Dandamudi KPR, Deng SG, Helal MH, Ali HM, Ahmad Z (2022) Oil tea shell synthesized biochar adsorptive utilization for the nitrate removal from aqueous media. Chemosphere 307:136045
Mohan D, Sarswat A, Ok YS, Pittman CU (2014) Organic and inorganic contaminants removal from water with biochar, a renewable, low cost and sustainable adsorbent-A critical review. Bioresour Technol 160:191–202
Molnar M, Vaszita E, Farkas E, Ujaczki E, Fekete-Kertesz I, Kirchkeszner C, Gruiz K, Uzinger N, Feigl V (2016) Acidic sandy soil improvement with biochar-A microcosm study. Sci Total Environ 563:855–865
Nguyen DLT, Binh QA, Nguyen XC, Nguyen TTH, Vo QN, Nguyen TD, Tran TCP, Nguyen TAH, Kim SY, Nguyen TP, Bae J, Kim IT, Van Le Q (2021) Metal salt - modified biochars derived from agro-waste for effective congo red dye removal. Environ Res 200:111492
Olosutean H, Cerciu M (2022) Water sustainability in the context of global warming: A bibliometric analysis. Sustainability 14(14):8349
Ozcimen D, Karaosmanoglu F (2004) Production and characterization of bio-oil and biochar from rapeseed cake. Renew Energy 29:779–787
Patra BR, Nanda S, Dalai AK, Meda V (2021) Taguchi-based process optimization for activation of agro-food waste biochar and performance test for dye adsorption. Chemosphere 285:131531
Pauna VH, Buonocore E, Renzi M, Russo GF, Franzese PP (2019) The issue of microplastics in marine ecosystems: A bibliometric network analysis. Mar Pollut Bull 149:110612
Purevsuren B, Avid B, Tesche B, Davaajav YA (2003) A biochar from casein and its properties. J Mater Sci 38:2347–2351
Rathnayake D, Rego F, Van Poucke R, Bridgwater AV, Masek O, Meers E, Wang JW, Yang Y, Ronsse F (2020) Chemical stabilization of Cd-contaminated soil using fresh and aged wheat straw biochar. Environ Sci Pollut Res 28(8):10155–10166
Sabe M, Chen CM, Sentissi O, Deenik J, Vancampfort D, Firth J, Smith L, Stubbs B, Rosenbaum S, Schuch FB (2022) Thirty years of research on physical activity, mental health and well-being: A scientometric analysis of hotspots and trends. Front Public Health 10:943435
Saletnik B, Zagula G, Bajcar M, Tarapatskyy M, Bobula G, Puchalski C (2019) Biochar as a multifunctional component of the environment-A review. Appl Sci Basel 9(6):1139
Serra-Ventura J, Vidal M, Rigol A (2021) Examining samarium sorption in biochars and carbon-rich materials for water remediation: Batch vs. continuous-flow methods. Chemosphere 287:132138
Shen TT, Tang YY, Lu XY, Meng Z (2018a) Mechanisms of copper stabilization by mineral constituents in sewage sludge biochar. J Clean Prod 193:185–193
Shen ZT, Zhang YH, Jin F, Alessi DS, Zhang YY, Wang F, McMillan O, Al-Tabbaa A (2018b) Comparison of nickel adsorption on biochars produced from mixed softwood and Miscanthus straw. Environ Sci Pollut Res 25(15):14626–14635
Sohi SP, Krull E, Lopez-Capel E, Bol R (2010) A review of biochar and its use and function in soil. Adv Agron 105:47–82
Song B, Almatrafi E, Tan XF, Luo SH, Xiong WP, Zhou CY, Qin M, Liu Y, Cheng M, Zeng GM, Gong JL (2022) Biochar-based agricultural soil management: An application-dependent strategy for contributing to carbon neutrality. Renew Sust Energ Rev 164:112529
Sorensen RM, Jovanovic B (2021) From nanoplastic to microplastic: A bibliometric analysis on the presence of plastic particles in the environment. Mar Pollut Bull 163:111926
Taheri E, Fatehizadeh A, Lima EC, Rezakazemi M (2022) High surface area acid-treated biochar from pomegranate husk for 2,4-dichlorophenol adsorption from aqueous solution. Chemosphere 295:133850
Tang MZ, Wang WF, Li RR, Liu XB, Yang YW, Pei FF (2017) Immobilized pseudomonas flava WD-3 by biochar for the sewage purification in the artificial wetland. Acta Sci Circumst 9:3441–3448
Usman M, Ho YS (2021) COVID-19 and the emerging research trends in environmental studies: a bibliometric evaluation. Environ Sci Pollut Res 28:16913–16924
Van ENJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84(2):523–538
Vu TM, Trinh VT, Doan DP, Van HT, Nguyen TV, Vigneswaran S, Ngo HH (2017) Removing ammonium from water using modified corncob-biochar. Sci Total Environ 579:612–619
Wang CQ, Wang H (2018) Pb (II) sorption from aqueous solution by novel biochar loaded with nano-particles. Chemosphere 192:1–4
Wang JL, Wang SZ (2019) Preparation, modification and environmental application of biochar: A review. J Clean Prod 227:1002–1022
Wang SD, Kong LJ, Long JY, Su MH, Diao ZH, Chang XY, Chen DY, Song G, Shih KM (2018) Adsorption of phosphorus by calcium-flour biochar: Isotherm, kinetic and transformation studies. Chemosphere 195:666–672
Wang ZK, Liu QH, Yang ZM (2023) Nano magnetite-loaded biochar boosted methanogenesis through shifting microbial community composition and modulating electron transfer. Sci Total Environ 861:160597
Wei J, Liu YT, Li J, Zhu YH, Yu H, Peng YZ (2019) Adsorption and co-adsorption of tetracycline and doxycycline by one-step synthesized iron loaded sludge biochar. Chemosphere 236:124254
Wei JP, Liang GF, Alex J, Zhang TC, Ma CB (2020) Research progress of energy utilization of agricultural waste in China: Bibliometric analysis by Citespace. Sustainability 12(3):812
Wei X, Liu QQ, Pu AQ, Wang ST, Chen FF, Zhang L, Zhang Y, Dong ZY, Wan XY (2022) Knowledge Mapping of bioeconomy: A bibliometric analysis. J Clean Prod 373:133824
Woolf D, Amonette JE, Street-Perrott FA, Lehmann J, Joseph S (2010) Sustainable biochar to mitigate global climate change. Nat Commun 1:56
Wu J, Yang JW, Feng P, Huang GH, Xu CH, Lin BF (2020) High-efficiency removal of dyes from wastewater by fully recycling litchi peel biochar. Chemosphere 246:125734
Yang CD, Liu JJ, Lu SG (2021a) Pyrolysis temperature affects pore characteristics of rice straw and canola stalk biochars and biochar-amended soils. Geoderma 397:115097
Yang Q, Zhou HW, Bartocci P, Fantozzi F, Masek O, Agblevor FA, Wei ZY, Yang HP, Chen HP, Lu X, Chen GQ, Zheng CG, Nielsen CP, McElroy MB (2021b) Prospective contributions of biomass pyrolysis to China's 2050 carbon reduction and renewable energy goals. Nat Commun 12(1):1698
Yang HI, Lou K, Rajapaksha AU, Ok YS, Anyia AO, Chang SX (2018) Adsorption of ammonium in aqueous solutions by pine sawdust and wheat straw biochars. Environ Sci Pollut Res 25(26):25638–25647
Yang YH, Kou LD, Fan QF, Jiang K, Wang J (2022a) Simultaneous recovery of phosphate and degradation of antibiotics by waste sludge-derived biochar. Chemosphere 291:132832
Yang TT, Xu YM, Huang QQ, Sun YB, Liang XF, Wang L (2022b) Removal mechanisms of Cd from water and soil using Fe-Mn oxides modified biochar. Environ Res 212:113406
Yang X, Dai ZN, Ge CJ, Yu HM, Bolan N, Tsang DCW, Song H, Hou DY, Shaheen SM, Wang HL (2023) Multiple-functionalized biochar affects rice yield and quality via regulating arsenic and lead redistribution and bacterial community structure in soils under different hydrological conditions. J Hazard Mater 443:130308
Yao DD, Hu Q, Wang DQ, Yang HP, Wu CF, Wang XH, Chen HP (2016) Hydrogen production from biomass gasification using biochar as a catalyst/support. Bioresour Technol 216:159–164
Yi NN, Standaert N, Nemery B, Dierickx K (2017) Research integrity in China: precautions when searching the Chinese literature. Scientometrics 110(2):1011–1016
Yi SZ, Gao B, Sun YY, Wu JC, Shi XQ, Wu BJ, Hu X (2016) Removal of levofloxacin from aqueous solution using rice-husk and wood-chip biochars. Chemosphere 150:694–701
Yi YQ, Huang ZX, Lu BZ, Xian JY, Tsang EP, Cheng W, Fang JZ, Fang ZQ (2020) Magnetic biochar for environmental remediation: A review. Bioresour Technol 298:122468
Yilmaz C, Guzel F (2020) Sorptive removal of copper (II) from water by biochar produced from a novel sustainable feedstock: wild herbs. Environ Sci Pollut Res 28(1):995–1005
Yuan JH, Xu RK, Zhang H (2011) The forms of alkalis in the biochar produced from crop residues at different temperatures. Bioresour Technol 102:3488–3497
Zeidabadi ZA, Bakhtiari S, Abbaslou H, Ghanizadeh AR (2018) Synthesis, characterization and evaluation of biochar from agricultural waste biomass for use in building materials. Constr Build Mater 181:301–308
Zeng BY, Xu WB, Khan SB, Wang YJ, Zhang J, Yang JK, Su XT, Lin Z (2021) Preparation of sludge biochar rich in carboxyl/hydroxyl groups by quenching process and its excellent adsorption performance for Cr (VI). Chemosphere 285:131439
Zhang CS, Liu L, Zhao MH, Rong HW, Xu Y (2018) The environmental characteristics and applications of biochar. Environ Sci Pollut Res 22:21525–21534
Zhang JL, Xie LH, Ma QY, Liu YY, Li J, Li ZF, Li SY, Zhang TT (2022c) Ball milling enhanced Cr (VI) removal of zero-valent iron biochar composites: Functional groups response and dominant reduction species. Chemosphere 311:137174
Zhang SJ, Li YT, Du YL, Ma XX, Lin J, Chen SL (2022b) Apple-pomace-based porous biochar as electrode materials for supercapacitors. Diam Relat Mater 130:109507
Zhang Y, Han M, Si XH, Bai LL, Zhang CX, Quan X (2022a) Toxicity of biochar influenced by aging time and environmental factors. Chemosphere 298:134262
Zhao L, Zhang YR, Wang L, Lyu HH, Xia SY, Tang JC (2022) Effective removal of Hg (II) and MeHg from aqueous environment by ball milling aided thiol-modification of biochars: Effect of different pyrolysis temperatures. Chemosphere 294:133820
Zhao XY, Nan DY, Chen CM, Zhang SA, Che SP, Kim JH (2023) Bibliometric research on environmental, social and governance research using CiteSpace. Front Environ Sci 10:1087493
Zhou MM, Zhang ZQ, Zhao QH, Shao WZ, Zhao SC, Chang HB, Yang JM (2021b) Preparation of hydrothermal carbon of cornstalks and its adsorption of atrazine in water. J Jilin Univ (Science Edition) 4:993–1002
Zhou YW, Qin SY, Verma S, Sar T, Sarsaiya S, Ravindran B, Liu T, Sindhu R, Patel AK, Binod P, Varjani S, Singhnia RR, Zhang ZQ, Awasthi MK (2021a) Production and beneficial impact of biochar for environmental application: A comprehensive review. Bioresour Technol 337:125451
Acknowledgments
The study was financially supported by the National Natural Science Foundation of China (22166034), the Project of Science and Technology Department of Jilin Province (China) (YDZJ202201ZYTS542), and the National College Students' innovation and entrepreneurship training program (China) (202210184151).
Funding
The study was financially supported by the National Natural Science Foundation of China (22166034), the Project of Science and Technology Department of Jilin Province (China) (YDZJ202201ZYTS542), and the National College Students' innovation and entrepreneurship training program (China) (202210184151).
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. The authors Tianming Yang and Zixuan Zhang contributed equally to complete the experiment and wrote the main manuscript. Long-Yue Meng and Weihong Zhu provided research ideas and suggestions for revision. All the authors reviewed the manuscript.
Corresponding author
Ethics declarations
Ethical Approval
Compliance with Ethical Standards.
Consent to Participate
All authors whose names appear on the submission made substantial contributions to the conception or design of the work.
Consent to Publish
All authors whose names appear on the submission approved the version to be published.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Zhihong Xu
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Tianming Yang first author
Zixuan Zhang co-first author
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yang, T., Zhang, Z., Zhu, W. et al. Quantitative analysis of the current status and research trends of biochar research - A scientific bibliometric analysis based on global research achievements from 2003 to 2023. Environ Sci Pollut Res 30, 83071–83092 (2023). https://doi.org/10.1007/s11356-023-27992-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-27992-1