Visualization and Analysis of Air Pollution and Human Health Based on Cluster Analysis: A Bibliometric Review from 2001 to 2021
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Impact Factors
2.3. Social Network Analysis (SNA)
3. Results and Discussions
3.1. The Performance of Related Publications
3.2. Publication Features of Different Countries
3.3. The Performances of Different Journals
3.4. Institutions’ Performances
3.5. Research Hotspots Analysis
3.5.1. Keyword Clustering
3.5.2. Relationship of Keywords among Different Groups
- (1)
- Group I
- (2)
- Group II
- (3)
- Group III
4. Conclusions
4.1. Summary
4.2. Limitations and Future Research Directions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Journal Titles | Records | Percentage | IF2022 1 | Average Citations |
---|---|---|---|---|
International Journal of Environmental Research and Human Health | 1506 | 10.07% | 4.61 | 15.70 |
Science of the Total Environment | 1415 | 9.46% | 10.75 | 26.33 |
Atmospheric Environment | 1240 | 8.29% | 5.75 | 35.20 |
Environmental Research | 1110 | 7.42% | 8.43 | 28.85 |
Environmental Health Perspectives | 971 | 6.49% | 11.03 | 81.30 |
Environment International | 861 | 5.75% | 9.62 | 23.44 |
Environmental Pollution | 731 | 4.88% | 9.98 | 25.22 |
Environmental Science and Technology | 632 | 4.22% | 11.35 | 46.15 |
Environmental Science and Pollution Research | 538 | 3.59% | 5.19 | 11.72 |
Journal of the Air and Waste Management Association | 510 | 3.41% | 2.63 | 35.67 |
Environmental Science and Pollution Research | 486 | 3.24% | 5.19 | 12.56 |
Environmental Health | 435 | 2.90% | 7.12 | 20.90 |
Atmospheric Chemistry and Physics | 407 | 2.72% | 7.19 | 31.64 |
Air Quality Atmosphere and Health | 359 | 2.40% | 5.80 | 13.68 |
Journal of Exposure Science and Environmental Epidemiology | 336 | 2.24% | 6.37 | 22.73 |
Epidemiology | 321 | 2.15% | 4.99 | 86.25 |
Journal of Toxicology and Environmental Health-Part A-Current Issues | 278 | 1.85% | 2.71 | 24.15 |
Aerosol and Air Quality Research | 266 | 1.77% | 2.59 | 10.33 |
Environmental Monitoring and Assessment | 227 | 1.52% | 1.80 | 13.57 |
Occupational and Environmental Medicine | 202 | 1.35% | 3.97 | 50.23 |
American Journal of Epidemiology | 198 | 1.32% | 4.32 | 67.28 |
Rank | Institutions | Country | Records |
---|---|---|---|
1 | Harvard University | USA | 1263 |
2 | University of California System | USA | 1230 |
3 | United States Environmental Protection Agency | USA | 1205 |
4 | Chinese Academy of Sciences | China | 1183 |
5 | University of California Berkeley | USA | 1005 |
6 | University of Northern California | USA | 956 |
7 | University of London | UK | 901 |
8 | Peking University | China | 874 |
9 | Helmholtz Association | Germany | 856 |
10 | University of Washington | USA | 764 |
11 | University of Washington—Seattle | USA | 732 |
12 | Utrecht University | The Netherlands | 724 |
13 | Health Canada | Canada | 683 |
14 | University of North Carolina at Chapel Hill | USA | 664 |
15 | University of Southern California | USA | 628 |
16 | Imperial College London | UK | 540 |
17 | Emory University | USA | 529 |
18 | Johns Hopkins University | USA | 487 |
19 | Fudan University | China | 430 |
20 | Columbia University | USA | 425 |
No. | Records | Major Terms | No. | Records | Major Terms |
---|---|---|---|---|---|
C6 | 456 | Model, ozone, emit | C56 | 242 | Ozone, water, surface |
C8 | 722 | Health, environment, risk | C58 | 181 | Particle, source, aerosol |
C17 | 76 | Carbon, organic carbon, aerosol | C59 | 93 | Model, exposure, process |
C20 | 87 | Standard, management, ventilation | C64 | 336 | Aerosol, source, dust |
C22 | 3629 | Exposure, model, mortality | C69 | 162 | Risk, cancer, dust |
C23 | 107 | Mortality, heat, weather | C74 | 157 | Environment, social, health |
C24 | 69 | Aerosol, concentration, process | C77 | 89 | Fuel, energy, household |
C25 | 52 | Climate, disease, global | C81 | 136 | Disease, heart, chronic |
C32 | 121 | Mortality, ozone, risk | C84 | 182 | Sense, aerosol, source |
C35 | 482 | Exposure, person, particle | C85 | 97 | Emit, vehicle, ozone |
C37 | 68 | Emit, vehicle, industry | C87 | 230 | Species, atmospheric, carbon |
C43 | 115 | Heat, wave, mortality | C89 | 172 | Particle, aerosol, concentration |
C47 | 54 | Health, exposure, environment | C92 | 537 | Health, environment, risk |
C48 | 121 | Environment, exposure, particle | C95 | 56 | Dioxide, ozone, carbon |
C50 | 58 | Smoke, tobacco, chronic obstructive pulmonary disease |
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Liu, D.; Cheng, K.; Huang, K.; Ding, H.; Xu, T.; Chen, Z.; Sun, Y. Visualization and Analysis of Air Pollution and Human Health Based on Cluster Analysis: A Bibliometric Review from 2001 to 2021. Int. J. Environ. Res. Public Health 2022, 19, 12723. https://doi.org/10.3390/ijerph191912723
Liu D, Cheng K, Huang K, Ding H, Xu T, Chen Z, Sun Y. Visualization and Analysis of Air Pollution and Human Health Based on Cluster Analysis: A Bibliometric Review from 2001 to 2021. International Journal of Environmental Research and Public Health. 2022; 19(19):12723. https://doi.org/10.3390/ijerph191912723
Chicago/Turabian StyleLiu, Diyi, Kun Cheng, Kevin Huang, Hui Ding, Tiantong Xu, Zhenni Chen, and Yanqi Sun. 2022. "Visualization and Analysis of Air Pollution and Human Health Based on Cluster Analysis: A Bibliometric Review from 2001 to 2021" International Journal of Environmental Research and Public Health 19, no. 19: 12723. https://doi.org/10.3390/ijerph191912723