Skip to Content

991 Results Found

  • Review
  • Open Access
16 Citations
4,036 Views
21 Pages

5 December 2023

With the development of economic globalization, the issue of industrial upgrading has gradually become the focus of scholars. This paper provides a systematic review of academic research focused on industrial upgrading. Using CiteSpace 6.1.R 5 visual...

  • Review
  • Open Access
3 Citations
1,312 Views
17 Pages

Bibliometric Analysis of Digital Watermarking Based on CiteSpace

  • Maofeng Weng,
  • Wei Qu,
  • Eryong Ma,
  • Mingkang Wu,
  • Yuxin Dong and
  • Xu Xi

3 June 2025

Symmetries and symmetry-breaking play significant roles in data security. Digital watermarking is widely employed in information security fields such as copyright protection and traceability. With the continuous advancement of technology, the researc...

  • Article
  • Open Access
36 Citations
7,899 Views
24 Pages

A Visualization Analysis of Crisis and Risk Communication Research Using CiteSpace

  • ShaoPeng Che,
  • Pim Kamphuis,
  • Shunan Zhang,
  • Xiangying Zhao and
  • Jang Hyun Kim

This study aims to understand the research status and development trend of crisis and risk communication research (CRCR) through a visual analysis in CiteSpace, thereby providing a more comprehensive perspective for future research agenda. First, we...

  • Article
  • Open Access
30 Citations
6,984 Views
22 Pages

5 November 2019

Carbon emissions are inevitably linked to lifestyle and consumption behaviours, and the concept of “carbon footprinting” is now well-recognised beyond academia. Life cycle assessment (LCA) is one of the primary tools for assessing carbon...

  • Review
  • Open Access
9 Citations
3,035 Views
32 Pages

14 November 2022

Based on CiteSpace software, this paper reviews and analyzes the application articles of acoustic emission in coal from 2010 to 2020. In this paper, CiteSpace software visualizes 453 articles collected in the Web of Science core database. The coopera...

  • Review
  • Open Access
19 Citations
5,498 Views
23 Pages

6 August 2022

In recent years, the interaction between urban green spaces (UGS) and children has been a popular direction in research on child-friendly cities. Keeping up with emerging trends and key turning points in the development of collective knowledge is cru...

  • Article
  • Open Access
1 Citations
3,475 Views
27 Pages

21 January 2025

Background: This study addresses the need for a systematic analysis of research trends and hotspots in the mental health of rural elderly populations, a field that has gained increasing attention due to the growing global aging population. The previo...

  • Article
  • Open Access
5 Citations
2,106 Views
17 Pages

The outdoor thermal environment (OTE) is closely related to sustainable urban development and human living, and related research has attracted widespread attention. The research hotspots and research frontiers were obtained using CiteSpace to analyze...

  • Review
  • Open Access
5 Citations
5,140 Views
23 Pages

Digital Academic Leadership in Higher Education Institutions: A Bibliometric Review Based on CiteSpace

  • Olaniyi Joshua Olabiyi,
  • Carl Jansen van Vuuren,
  • Marieta Du Plessis,
  • Yujie Xue and
  • Chang Zhu

The continuous evolution of technology compels higher education leaders to adapt to VUCA (volatile, uncertain, complex, and ambiguous) and BANI (brittle, anxious, non-linear, and incomprehensible) environments through innovative strategies that ensur...

  • Review
  • Open Access
12 Citations
5,315 Views
18 Pages

Analysis of Hotspots in Subsurface Drip Irrigation Research Using CiteSpace

  • Yatao Xiao,
  • Chaoxiang Sun,
  • Dezhe Wang,
  • Huiqin Li and
  • Wei Guo

To investigate the research hotspots and development trends of subsurface drip irrigation (SDI) over the past 20 years, this study analyzed relevant literature from the Web of Science Core Collection spanning from 2002 to 2022. The data were visualiz...

  • Review
  • Open Access
3 Citations
3,331 Views
22 Pages

31 July 2024

In recent years, scholars have incorporated peer effects into the research framework of consumption, providing a new perspective for studying residents’ consumer behavior. However, the common themes of thethese two terms are relatively under-re...

  • Article
  • Open Access
6 Citations
3,669 Views
31 Pages

Cartography and Neural Networks: A Scientometric Analysis Based on CiteSpace

  • Shiyuan Cheng,
  • Jianchen Zhang,
  • Guangxia Wang,
  • Zheng Zhou,
  • Jin Du,
  • Lijun Wang,
  • Ning Li and
  • Jiayao Wang

Propelled by emerging technologies such as artificial intelligence and deep learning, the essence and scope of cartography have significantly expanded. The rapid progress in neuroscience has raised high expectations for related disciplines, furnishin...

  • Systematic Review
  • Open Access
5 Citations
1,441 Views
23 Pages

Visualization of Forest Education Using CiteSpace: A Bibliometric Analysis

  • Yifan Sun,
  • Linfeng Li,
  • Qingting Yang and
  • Bobo Zong

11 June 2025

In recent years, forest education has become a critical element in global environmental governance. This study employed the CiteSpace tool to systematically analyze 2917 titles of the forest education literature from the Web of Science Core Collectio...

  • Review
  • Open Access
6 Citations
2,829 Views
19 Pages

30 September 2024

Urban blue-green infrastructure (BGI) not only serves an ecological purpose but also contributes to the physical and psychological well-being of residents by providing cultural ecosystem services (CES), which are the nonmaterial benefits people obtai...

  • Article
  • Open Access
43 Citations
6,246 Views
22 Pages

12 September 2019

The threat of urban floods due to climate change and urbanization has enabled sustained attention to the stormwater management field. Numerous scholars and countries have successively proposed innovative concepts for stormwater management. To grasp t...

  • Article
  • Open Access
1 Citations
2,967 Views
22 Pages

Analysis of Research Hotspots and Trends in Confined-Space Work Safety Based on CiteSpace

  • Chunli Yang,
  • Yi Liu,
  • Yan Dong,
  • Shilin Hao,
  • Yan Liu and
  • Yan Qin

25 February 2025

This study investigates the current state of research on confined-space work safety both domestically and internationally. Utilizing literature from the China National Knowledge Infrastructure (CNKI) and Web of Science (WoS) databases as primary sour...

  • Article
  • Open Access
21 Citations
4,239 Views
18 Pages

4 January 2023

Carbon emissions are critical to climate change, and land-use change is an essential source of growth in carbon emissions. Research on land-use carbon emissions has become one of the hotspots in academic research. To explore the research hotspots and...

  • Article
  • Open Access
7 Citations
3,233 Views
17 Pages

11 June 2023

Wildfire is a growing concern worldwide with significant impacts on human lives and the environment. This study aimed to provide an overview of the current trends and research gaps in wildfire prediction by conducting a bibliometric analysis of paper...

  • Article
  • Open Access
9 Citations
5,055 Views
16 Pages

18 February 2021

Next-generation vehicles (NGVs), which mainly refers to hybrid vehicles (HVs), plug-in hybrid vehicles (PHVs), electric vehicles (EVs), fuel-cell vehicles (FCVs), and clean diesel vehicles (CDVs), are becoming more and more popular as the potential a...

  • Review
  • Open Access
10 Citations
4,081 Views
15 Pages

Human–Computer Interaction in Healthcare: A Bibliometric Analysis with CiteSpace

  • Xiangying Zhao,
  • Shunan Zhang,
  • Dongyan Nan,
  • Jiali Han and
  • Jang Hyun Kim

6 December 2024

Background/Objectives: Studies on the application and exploration of human–computer interaction (HCI) technologies within the healthcare sector have rapidly expanded, showcasing the immense potential of HCI to enhance medical services, elevate...

  • Review
  • Open Access
4 Citations
3,441 Views
17 Pages

Adaptive Evolution of Marine Organisms: A Bibliometric Analysis Based on CiteSpace

  • Ning Mao,
  • Ye Zhu,
  • Junyue Wang,
  • Xin Shen,
  • Jun Hou and
  • Lingzhan Miao

30 November 2023

(1) Background: The increasing complexity of marine organism habitats and the impact of climate change on the marine environment have garnered global attention towards the adaptive evolution of marine organisms. However, there still remains a lack of...

  • Review
  • Open Access
1 Citations
2,530 Views
21 Pages

29 September 2024

Using CiteSpace software and various statistical methods, this study analyzed 1000 pieces of literature from the Web of Science database spanning from 2012 to 2022. Through a visual econometric analysis of the existing research results, this study ai...

  • Feature Paper
  • Article
  • Open Access
17 Citations
7,218 Views
23 Pages

Knowledge Mapping on Nepal’s Protected Areas Using CiteSpace and VOSviewer

  • Liang Chang,
  • Teiji Watanabe,
  • Hanlin Xu and
  • Jiho Han

19 July 2022

Protected areas (PAs) play a vital role in environmental conservation, particularly in Asian countries. Numerous studies were conducted on PAs in Nepal. We analyzed 864 papers from the Web of Science database using two visualization tools: VOSviewer...

  • Article
  • Open Access
21 Citations
3,609 Views
18 Pages

The purpose of this study was to identify the main research themes and knowledge structures in the field of urban soundscape. With the continuous expansion of research work in the field of urban soundscape, it has become necessary to carry out a syst...

  • Review
  • Open Access
9 Citations
3,706 Views
19 Pages

19 October 2023

The pursuit of a healthy and comfortable living environment is a key developmental objective for human society. Therapeutic landscapes play a significant role in improving environmental conditions within these spaces. However, current research sugges...

  • Article
  • Open Access
11 Citations
4,683 Views
16 Pages

7 April 2023

With the development of the social economy, human demand for forest ecosystem service functions is increasing, and at the same time, higher requirements are being put forward for forest ecosystems. Therefore, a more comprehensive and scientific evalu...

  • Review
  • Open Access
2 Citations
1,753 Views
22 Pages

Development in Soil Chronosequence Research from 1994 to 2024: A Bibliometric Analysis Using CiteSpace

  • Jingtao Wu,
  • Wenyan Yang,
  • Manman Fan,
  • Huan Zhang,
  • Zhengwei Ye and
  • Muhammad Shaukat

Soil chronosequences are crucial for understanding pedogenesis and ecosystem dynamics, yet a systematic bibliometric analysis of this field remains absent. To investigate hotspots and trends, this study used CiteSpace to analyze 4075 publications fro...

  • Review
  • Open Access
11 Citations
7,224 Views
14 Pages

1 March 2023

Light is not only an important environmental regulation factor in poultry growth and development, but it is also a key factor affecting circadian rhythm. To explore research frontiers between light and circadian rhythm, this study analyzes related li...

  • Article
  • Open Access
22 Citations
5,311 Views
19 Pages

29 May 2020

Modern socio-economic development and climate prediction depend greatly on the application of ocean big data. With the accelerated development of ocean observation methods and the continuous improvement of the big data science, the challenges of mult...

  • Article
  • Open Access
8 Citations
3,551 Views
20 Pages

Development Trends and Research Frontiers of Preferential Flow in Soil Based on CiteSpace

  • Chao Liu,
  • Ying Yuan,
  • Aihong Zhou,
  • Lefan Guo,
  • Hongrui Zhang and
  • Xuedi Liu

27 September 2022

Preferential flow is a non-equilibrium flow in unsaturated soil through which water infiltrates deep into the ground quickly. It has been studied in many fields, such as environment, agriculture, and hydrology. However, researchers from different dis...

  • Review
  • Open Access
12 Citations
3,733 Views
18 Pages

To investigate the international development status and hot trends in the field of environmental security management in recent years, the published the environmental security management literature from 1997 to 2021, which was retrieved from Web of Sc...

  • Article
  • Open Access
6 Citations
6,973 Views
45 Pages

5 November 2024

Urban transportation data are crucial for smart city development, enhancing traffic management’s intelligence, accuracy, and efficiency. This paper conducts a comprehensive investigation encompassing policy analysis, a literature review, concep...

  • Review
  • Open Access
3,481 Views
43 Pages

Chinese Qilou Architecture Heritage (CQAH) serves commercial and residential functions, integrates Southeast Asian and local Chinese architectural features, and is a unique testimony to modern commerce and culture of the overseas Chinese hometown. Si...

  • Review
  • Open Access
3 Citations
1,514 Views
25 Pages

28 March 2025

At present, remote sensing serves as a key approach to track ecological recovery after fires. However, systematic and quantitative research on the research progress of post-fire remote sensing remains insufficient. This study presents the first globa...

  • Review
  • Open Access
9 Citations
4,337 Views
21 Pages

Considerable scholarly attention has been directed to the adverse health effects caused by residential segregation. We aimed to visualize the state-of-the-art residential segregation and health research to provide a reference for follow-up studies. E...

  • Review
  • Open Access
39 Citations
6,712 Views
23 Pages

23 September 2021

In the context of global climate change, urban morphology is closely related to thermal comfort and contributes to sustainable urban development. Academics started to pay attention to related topics and carried out many studies during the last decade...

  • Review
  • Open Access
11 Citations
3,976 Views
20 Pages

29 September 2023

Straw returning is an important measurement to determine the utilization of straw resources. Understanding the decomposition process and nutrient release process of straw is of great significance to the efficient utilization of straw resources and th...

  • Review
  • Open Access
6 Citations
5,556 Views
30 Pages

This study reviews the global trends, developments, and challenges in the conservation of historic districts through CiteSpace analysis. Since the dawn of the 21st century, research on historic districts has witnessed rapid growth. The research mainl...

  • Article
  • Open Access
51 Citations
8,618 Views
19 Pages

6 July 2021

Many cities worldwide are using re-greening strategies to help reverse urbanization patterns that aggravate environmental issues. Green infrastructure (GI) has become a significant and effective strategy to address environmental problems. To better u...

  • Review
  • Open Access
133 Citations
12,551 Views
22 Pages

7 July 2019

Since the 21st century, the concept of green building has been gradually popularized and implemented in more countries, which has become a popular direction in the area of sustainability in the building industry. Over the past few decades, many schol...

  • Article
  • Open Access
35 Citations
7,002 Views
25 Pages

10 February 2023

With the development of a low-carbon economy, zero-energy structures will become prevalent and take center stage in the construction industry. This paper uses the CiteSpace software to create knowledge maps of authors, institutions and keywords, and...

  • Article
  • Open Access
4 Citations
1,949 Views
24 Pages

The Hotspots and Trends in the Literature on Soil Salinization in China: A Visualized Analysis Based on CiteSpace

  • Zhisheng Zhang,
  • Guohua Hou,
  • Ximing Luo,
  • Maosheng Gao,
  • Zhenlin Liu,
  • Mengyao Wang,
  • Qiming Sun and
  • Xinyue Chang

26 February 2025

To comprehensively explore the research hotpots and trends in soil salinization in China, CiteSpace software (version 6.3.R1) was used to visualize the knowledge graph and bibliometric analysis of relevant literature from 2000 to 2024 in the China Kn...

  • Review
  • Open Access
14 Citations
3,992 Views
55 Pages

22 January 2025

This study delves into interdisciplinary research directions in human posture recognition, covering vision-based and non-vision-based methods. Visually analyzing 3066 core research papers published from 2011 to 2024 with CiteSpace software reveals kn...

  • Review
  • Open Access
14 Citations
4,936 Views
21 Pages

Challenges caused by the care of the ageing population in many countries are becoming increasingly severe. However, high expenditures on healthcare services and the cost of infrastructure construction will be an unbearable burden for both the governm...

  • Review
  • Open Access
34 Citations
7,765 Views
17 Pages

14 December 2022

Tourism development is an effective way to protect intangible cultural heritage (ICH). Research on the relationship between these two factors and related issues is of great significance to promoting the sustainable development of ICH. Based on litera...

  • Review
  • Open Access
7 Citations
2,930 Views
23 Pages

This paper uses CiteSpace R6.1 bibliometric software to construct a knowledge map of coastal building research, analyses research authors, institutions, countries, keyword co-occurrence and keyword clustering, visualises and analyses the relevant lit...

  • Article
  • Open Access
11 Citations
4,920 Views
13 Pages

Bibliometric Analysis on ChatGPT Research with CiteSpace

  • Dongyan Nan,
  • Xiangying Zhao,
  • Chaomei Chen,
  • Seungjong Sun,
  • Kyeo Re Lee and
  • Jang Hyun Kim

9 January 2025

ChatGPT is a generative artificial intelligence (AI) based chatbot developed by OpenAI and has attracted great attention since its launch in late 2022. This study aims to provide an overview of ChatGPT research through a CiteSpace-based bibliometric...

  • Article
  • Open Access
47 Citations
16,653 Views
21 Pages

2 September 2021

In recent years, the development and utilization of Intangible Cultural Heritage (ICH) has become an increasingly significant research topic. Worldwide, however, little research has been systematically and comprehensively conducted to review relevant...

  • Article
  • Open Access
16 Citations
5,874 Views
14 Pages

As an emerging method in engineering construction, concrete 3D printing has experienced rapid development in recent years due to its advantages in terms of automation, digitization, and intelligence. In order to comprehensively understand the researc...

  • Article
  • Open Access
30 Citations
7,659 Views
24 Pages

24 February 2022

Spatial planning has become an important measure for countries and regions to promote sustainable development. However, there remains a lack of systematic and quantitative research on spatial planning worldwide. In this study, CiteSpace was used to p...

of 20