基于CiteSpace分析的突发性环境污染应急技术研究进展

谢晓琳; 向洋; 钱锋; 孙晨; 宋永会

doi:10.12153/j.issn.1674-991X.20210436

基于CiteSpace分析的突发性环境污染应急技术研究进展

doi: 10.12153/j.issn.1674-991X.20210436

谢晓琳^{1, 2,},
向洋³,
钱锋^{1, 2, ,},
孙晨^{1, 2},
宋永会¹

1.
环境基准与风险评估国家重点实验室, 中国环境科学研究院
2.
中国环境科学研究院水环境治理研究室
3.
清华大学数学科学系

基金项目: 国家水体污染控制与治理科技重大专项（2018ZX07601-003，2018ZX07601-001）

详细信息

作者简介:
谢晓琳（1986—），女，助理研究员，主要从事水环境治理研究，xiexl@craes.org.cn

通讯作者:
钱锋（1981—），男，副研究员，主要从事水污染控制技术研究， qianfeng@craes.org.cn

中图分类号: X507
计量
- 文章访问数: 271
- HTML全文浏览量: 172
- PDF下载量: 40
- 被引次数: 0
出版历程
- 收稿日期: 2021-08-19

Research progress of emergency technology for sudden environmental pollution based on CiteSpace analysis

XIE Xiaolin^{1, 2
,},
XIANG Yang³,
QIAN Feng^{1, 2
, ,},
SUN Chen^{1, 2},
SONG Yonghui¹

1.
State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences
2.
Department of Water Environment Governance, Chinese Research Academy of Environmental Sciences
3.
Department of Mathematical Sciences, Tsinghua University

摘要

摘要: 梳理我国环境污染应急处理技术领域的研究进展，对我国突发环境事件应急的技术创新和科学管理具有重要意义。以1995—2020年中国知网数据库为数据源，基于文献计量学分析方法，应用CiteSpace软件对文献特征、研究热点和研究趋势等进行可视化研究。结果表明：我国环境污染应急处理技术领域起步较晚，文献数量不多，研究基础较薄弱，领军人物和核心研究团队还比较缺乏；应急处理技术主要集中在水环境领域，聚类分析发现，应急处理技术研究主要围绕应急监测、技术筛选、活性炭吸附、混凝沉淀等方面开展，关键词聚类时间线显示，未来发展的方向主要是技术筛选、活性炭吸附和应急监测等。
- 环境污染 /
- 应急处理 /
- CiteSpace /
- 文献计量学 /
- 研究进展
Abstract: It is of great significance for the technical innovation and scientific management to sort out the research progress in the field of emergency treatment technologies for environmental pollution in China. To analyze the research progress of emergency treatment technologies for environmental emergencies, the relevant literature collected in CNKI database from 1995 to 2020 was used as the data source and CiteSpace software was applied to visualize the literature characteristics, hot topics and research trends based on the bibliometric analysis method. The results showed that the field of environmental pollution emergency treatment technologies in China started late, the number of literature was small, the research foundation was relatively weak and there was still a lack of strong leaders and core research teams. The emergency treatment technologies were mainly concentrated in the field of water environment. The keyword cluster analysis found that the emergency treatment technology researches mainly focused on emergency monitoring, technology screening, activated carbon adsorption, coagulation precipitation and other aspects. The keyword clustering timeline showed that the future development directions should be mainly technology screening, activated carbon adsorption, emergency monitoring and so on.
- environmental pollution /
- emergency treatment /
- CiteSpace /
- bibliometrics /
- research progress

HTML全文

图 1 我国环境污染应急处理技术领域发文量年度分布

Figure 1. Statistics of papers published in the field of emergency treatment technologies for environmental emergencies in China

下载: 全尺寸图片幻灯片

图 2 环境污染应急技术发文量排名前10的期刊名称

Figure 2. Top 10 journals of publications in the field of emergency treatment technologies for environmental emergencies

下载: 全尺寸图片幻灯片

图 3 我国环境污染应急处理技术作者网络合作图谱

Figure 3. Author’s cooperation map of emergency treatment technologies for environmental emergencies in China

下载: 全尺寸图片幻灯片

图 4 关键词共现图谱

Figure 4. Co-occurrence analysis of keywords

下载: 全尺寸图片幻灯片

图 5 关键词聚类时间线视图

Figure 5. Timeline view of keywords clustering

下载: 全尺寸图片幻灯片

表 1 发文量排名前10的作者及其研究机构

Table 1. Top 10 authors and their research institutions with largest number of publications

排名	姓名	研究机构	发文量/篇
1	高乃云	同济大学	9
2	刘学卿	江苏科技大学	9
3	陈蓓蓓	同济大学	7
4	崔福义	哈尔滨工业大学	6
5	张晓健	清华大学	6
6	姚娟娟	同济大学	6
7	吕锡武	东南大学	6
8	尚亚波	镇江市自来水集团	6
9	秦祖群	镇江市自来水集团	5
10	唐玉斌	江苏科技大学	5

下载: 导出CSV

表 2 排名前10的研究机构发文数量

Table 2. Top 10 institutions with largest number of publications

排名	机构名称	发文量/篇	占比/%
1	哈尔滨工业大学	21	6.34
2	华南理工大学	14	4.23
3	同济大学	11	3.32
4	清华大学	10	3.02
5	沈阳建筑大学	7	2.11
6	镇江市自来水公司	7	2.11
7	东南大学	6	1.81
8	江苏科技大学	6	1.81
9	生态环境部华南环境科学研究所	6	1.81
10	镇江市环境监测中心站	6	1.81

下载: 导出CSV

表 3 突现词信息表

Table 3. Information Table of Brust Terms

关键词	强度	突现开始年份	突现结束年份
预氧化	3.2067	2007	2010
苯酚	2.6947	2007	2011
松花江	2.3229	2006	2007
活性炭	2.2637	2008	2013
镉污染	2.1575	2011	2012
应急监测	2.1494	2000	2006
硝基苯	2.0305	2006	2008
突发性	2.0173	2016	2018

下载: 导出CSV

参考文献(40)

[1]	WIENS J A, PARKER K R. Analyzing the effects of accidental environmental impacts: approaches and assumptions[J]. Ecological Applications,1995,5(4):1069-1083. doi: 10.2307/2269355
[2]	符志友, 张衍燊, 冯承莲, 等.我国水环境风险管理进展、挑战与战略对策研究[J]. 环境科学研究,2021,34(7):1532-1541. FU Z Y, ZHANG Y S, FENG C L, et al. Progress, challenge and strategic countermeasures of Chinese pollution risk management of water environment[J]. Research of Environmental Sciences,2021,34(7):1532-1541.
[3]	丁镭, 黄亚林, 刘云浪, 等.1995—2012年中国突发性环境污染事件时空演化特征及影响因素[J]. 地理科学进展,2015,34(6):749-760. doi: 10.18306/dlkxjz.2015.06.010 DING L, HUANG Y L, LIU Y L, et al. Spatiotemporal variability of sudden environmental pollution incidents and influencing factors in China, 1995-2012[J]. Progress in Geography,2015,34(6):749-760. doi: 10.18306/dlkxjz.2015.06.010
[4]	李旭, 吕佳佩, 裴莹莹, 等.国内突发环境事件特征分析[J]. 环境工程技术学报,2021,11(2):401-408. LI X, LÜ J P, PEI Y Y, et al. Analysis of the characteristics of environmental emergencies in China[J]. Journal of Environmental Engineering Technology,2021,11(2):401-408.
[5]	李青云, 赵良元, 林莉, 等.突发性水污染事故应急处理技术研究进展[J]. 长江科学院院报,2014,31(4):6-11. doi: 10.3969/j.issn.1001-5485.2014.04.002 LI Q Y, ZHAO L Y, LIN L, et al. Review of emergency treatment technologies for sudden water pollution accidents[J]. Journal of Yangtze River Scientific Research Institute,2014,31(4):6-11. doi: 10.3969/j.issn.1001-5485.2014.04.002
[6]	CHEN C M. Science mapping: a systematic review of the literature[J]. Journal of Data and Information Science,2017,2(2):1-40. doi: 10.1515/jdis-2017-0006
[7]	陈悦, 陈超美, 刘则渊, 等.CiteSpace知识图谱的方法论功能[J]. 科学学研究,2015,33(2):242-253. doi: 10.3969/j.issn.1003-2053.2015.02.009 CHEN Y, CHEN C M, LIU Z Y, et al. The methodology function of CiteSpace mapping knowledge domains[J]. Studies in Science of Science,2015,33(2):242-253. doi: 10.3969/j.issn.1003-2053.2015.02.009
[8]	朱正如, 湛雅琪, 姜俊超, 等.国内外资源环境承载力文献计量对比分析: 现状与热点[J]. 辽宁师范大学学报(自然科学版),2020,43(4):532-542. ZHU Z R, ZHAN Y Q, JIANG J C, et al. Research progress and hotspot analysis of resource environmental carrying capacity based on bibliometrics[J]. Journal of Liaoning Normal University (Natural Science Edition),2020,43(4):532-542.
[9]	张春博, 丁堃, 曲昭, 等.基于文献计量的我国创新驱动研究述评[J]. 科技进步与对策,2015,32(9):152-160. doi: 10.6049/kjjbydc.2014080208 ZHANG C B, DING K, QU Z, et al. A review of the literature of innovation-driven research in China based on bibliometric analysis[J]. Science & Technology Progress and Policy,2015,32(9):152-160. doi: 10.6049/kjjbydc.2014080208
[10]	李静, 吕永龙, 贺桂珍, 等.我国突发性环境污染事故时空格局及影响研究[J]. 环境科学,2008,29(9):2684-2688. doi: 10.3321/j.issn:0250-3301.2008.09.051 LI J, LÜ Y L, HE G Z, et al. Spatial and temporal changes of emerging environmental pollution accidents and impact factors in China[J]. Environmental Science,2008,29(9):2684-2688. doi: 10.3321/j.issn:0250-3301.2008.09.051
[11]	赵雪雁, 王蓉, 王晓琪, 等.基于多尺度的中国环境污染事件时空分布及其影响因素[J]. 地理科学,2019,39(9):1361-1370. ZHAO X Y, WANG R, WANG X Q, et al. Spatio-temporal distribution and influencing factors of environmental pollution incidents based on multi-scales in China[J]. Scientia Geographica Sinica,2019,39(9):1361-1370.
[12]	何雪, 李威, 刘克.2000—2020年我国镉吸附-解吸的文献计量研究: 基于CiteSpace的计量分析[J]. 安徽农业科学,2021,49(8):240-245. doi: 10.3969/j.issn.0517-6611.2021.08.061 HE X, LI W, LIU K. Research progress of cadmium adsorption-desorption in 2000-2020 in China: quantitative analysis based on CiteSpace[J]. Journal of Anhui Agricultural Sciences,2021,49(8):240-245. doi: 10.3969/j.issn.0517-6611.2021.08.061
[13]	曹文杰, 赵瑞莹.国际农业面源污染研究演进与前沿: 基于CiteSpace的量化分析[J]. 干旱区资源与环境,2019,33(7):1-9. CAO W J, ZHAO R Y. Evolution and frontiers of international agricultural diffused pollution research: quantitative analysis based on CiteSpace[J]. Journal of Arid Land Resources and Environment,2019,33(7):1-9.
[14]	陈顺利.浅析应急监测在突发性环境污染事故处理中的作用[J]. 科技风,2018(7):146-147.
[15]	曲茉莉, 王强, 邢洁, 等.新型应急技术在突发环境污染中的应用[J]. 科技创新导报,2015,12(14):93-94.
[16]	徐亮, 宋兴伟, 梁宵, 等.VOCs走航系统在响水环境应急监测中的探索应用[J]. 环境科学与技术,2020,43(7):66-71. XU L, SONG X W, LIANG X, et al. Exploratory application of VOCs navigation system in environmental emergency monitoring in Xiangshui[J]. Environmental Science & Technology,2020,43(7):66-71.
[17]	王有家.水体突发性环境污染事故应急监测技术研究[J]. 环境与发展,2020,32(12):75-76. WANG Y J. Research on emergency monitoring technology for sudden environmental pollution accident of water body[J]. Environment and Development,2020,32(12):75-76.
[18]	李倩倩, 谢超, 唐海龙.水体突发性环境污染事故应急监测技术研究[J]. 环境与发展,2019,31(1):123. LI Q Q, XIE C, TANG H L. Research on emergency monitoring technology for sudden environmental pollution accidents in water bodies[J]. Environment and Development,2019,31(1):123.
[19]	张晓健, 陈超, 林朋飞.应对水源突发污染的城市供水应急处理技术研究与应用[J]. 中国应急管理,2013(10):11-17.
[20]	刘仁涛, 郭亮, 姜继平, 等.环境污染应急处置技术的CBR-MADM两步筛选法模型[J]. 中国环境科学,2015,35(3):943-952. LIU R T, GUO L, JIANG J P, et al. A CBR-MADM based two-step screening model of emergency disposal technology for chemical spills[J]. China Environmental Science,2015,35(3):943-952.
[21]	张江石, 冯娜娜.基于动态贝叶斯网络情景推演的危化品事故应急处置研究[J]. 安全与环境学报,2020,20(4):1420-1426. ZHANG J S, FENG N N. On the emergency disposal of the hazardous chemical accidents based on the dynamic Bayesian network scenario deduction[J]. Journal of Safety and Environment,2020,20(4):1420-1426.
[22]	罗玉兰, 刘颖, 陈青松, 等.基于IAHP-DS的流域突发化学品污染事故应急处理技术动态优选体系研究[J]. 安全与环境工程,2020,27(3):97-103. LUO Y L, LIU Y, CHEN Q S, et al. Dynamic optimization system of emergency treatment technology for sudden chemical pollution accidents in drainage basin based on IAHP-DS[J]. Safety and Environmental Engineering,2020,27(3):97-103.
[23]	SHI S G, CAO J C, FENG L, et al. Construction of a technique plan repository and evaluation system based on AHP group decision-making for emergency treatment and disposal in chemical pollution accidents[J]. Journal of Hazardous Materials,2014,276:200-206. doi: 10.1016/j.jhazmat.2014.05.034
[24]	LIU J, GUO L, JIANG J P, et al. Evaluation and selection of emergency treatment technology based on dynamic fuzzy GRA method for chemical contingency spills[J]. Journal of Hazardous Materials,2015,299:306-315. doi: 10.1016/j.jhazmat.2015.06.048
[25]	LIU R T, JIANG J P, GUO L, et al. Screening of pollution control and clean-up materials for river chemical spills using the multiple case-based reasoning method with a difference-driven revision strategy[J]. Environmental Science and Pollution Research,2016,23(11):11247-11256. doi: 10.1007/s11356-016-6283-3
[26]	张茉莉, 袁鹏, 宋永会, 等.基于案例推理的突发环境事件应急管理案例库构建技术研究[J]. 环境工程技术学报,2015,5(5):386-392. doi: 10.3969/j.issn.1674-991X.2015.05.061 ZHANG M L, YUAN P, SONG Y H, et al. Development of establishing technology of abrupt environment accident case library for emergency management based on case-based reasoning[J]. Journal of Environmental Engineering Technology,2015,5(5):386-392. doi: 10.3969/j.issn.1674-991X.2015.05.061
[27]	姜春明, 张宏哲, 张海峰, 等.功能性多孔炭材料在突发性环境污染事故中的应用[J]. 新型炭材料,2007,22(4):295-301. doi: 10.3969/j.issn.1007-8827.2007.04.002 JIANG C M, ZHANG H Z, ZHANG H F, et al. Application of functional and porous carbon materials for emergency pollution accidents[J]. New Carbon Materials,2007,22(4):295-301. doi: 10.3969/j.issn.1007-8827.2007.04.002
[28]	王斌.突发性污染的粉末活性炭应急广谱性研究[J]. 甘肃科技纵横,2017,46(11):33-37. doi: 10.3969/j.issn.1672-6375.2017.11.009
[29]	张晓健, 陈超.应对突发性水源污染的城市应急供水的进展与展望[J]. 给水排水,2011,47(10):9-18. doi: 10.3969/j.issn.1002-8471.2011.10.002 ZHANG X J, CHEN C. Emergency drinking water supply against water pollution accidents in China: progress and prospect[J]. Water & Wastewater Engineering,2011,47(10):9-18. doi: 10.3969/j.issn.1002-8471.2011.10.002
[30]	KADIRVELU K, THAMARAISELVI K, NAMASIVAYAM C. Removal of heavy metals from industrial wastewaters by adsorption onto activated carbon prepared from an agricultural solid waste[J]. Bioresource Technology,2001,76(1):63-65. doi: 10.1016/S0960-8524(00)00072-9
[31]	于吉亭.水源突发有机污染应急处理技术[J]. 水利技术监督,2020,28(2):140-145. doi: 10.3969/j.issn.1008-1305.2020.02.040 YU J T. Discussion on emergency treatment technology of sudden organic pollution of water source[J]. Technical Supervision in Water Resources,2020,28(2):140-145. doi: 10.3969/j.issn.1008-1305.2020.02.040
[32]	刘韵达, 胡勇有, 何向明, 等.饮用水源突发挥发酚污染应急处理中试研究[J]. 环境科学学报,2008,28(12):2503-2508. doi: 10.3321/j.issn:0253-2468.2008.12.016 LIU Y D, HU Y Y, HE X M, et al. Pilot study on emergent treatments of raw water suddenly polluted by phenols[J]. Acta Scientiae Circumstantiae,2008,28(12):2503-2508. doi: 10.3321/j.issn:0253-2468.2008.12.016
[33]	刘成, 高乃云, 卢宁, 等.太湖蓝藻暴发应急处理方案研究[J]. 给水排水,2007,33(8):7-10. doi: 10.3969/j.issn.1002-8471.2007.08.002
[34]	张晓健.松花江和北江水污染事件中的城市供水应急处理技术[J]. 给水排水,2006,32(6):6-12. doi: 10.3969/j.issn.1002-8471.2006.06.002 ZHANG X J. Emergent drinking water treatment in water pollution accidents in Songhuajiang River and Beijiang River[J]. Water & Wastewater Engineering,2006,32(6):6-12. doi: 10.3969/j.issn.1002-8471.2006.06.002
[35]	张晓健, 陈超, 米子龙, 等.饮用水应急除镉净水技术与广西龙江河突发环境事件应急处置[J]. 给水排水,2013,49(1):24-32. doi: 10.3969/j.issn.1002-8471.2013.01.005 ZHANG X J, CHEN C, MI Z L, et al. Emergent cadmium removal technology for drinking water and measures for environmental accident in Guangxi Longjianghe River[J]. Water & Wastewater Engineering,2013,49(1):24-32. doi: 10.3969/j.issn.1002-8471.2013.01.005
[36]	姚娟娟, 高乃云, 尚亚波, 等.砷污染原水的应急处理工艺研究[J]. 中国给水排水,2007,23(21):15-18. doi: 10.3321/j.issn:1000-4602.2007.21.004 YAO J J, GAO N Y, SHANG Y B, et al. Study on emergent treatment process of raw water polluted by arsenic[J]. China Water & Wastewater,2007,23(21):15-18. doi: 10.3321/j.issn:1000-4602.2007.21.004
[37]	刘学卿, 丁文婧, 赵一亮.饮用水源突发铅污染的应急处理技术研究[J]. 江苏科技大学学报(自然科学版),2015,29(5):507-510. LIU X Q, DING W J, ZHAO Y L. Study on emergency treatment for lead pollution in drinking water source[J]. Journal of Jiangsu University of Science and Technology (Natural Science Edition),2015,29(5):507-510.
[38]	王新刚, 刘学卿, 陈芳艳, 等.吸附-氧化法应急处理饮用水源突发苯酚污染的研究[J]. 环境工程学报,2011,5(11):2417-2422. WANG X G, LIU X Q, CHEN F Y, et al. Research on emergency treatment of accidental phenol pollution of drinking source water by adsorption-oxidation process[J]. Chinese Journal of Environmental Engineering,2011,5(11):2417-2422.
[39]	XU H Y, LUO Y L, WANG P, et al. Removal of thallium in water/wastewater: a review[J]. Water Research,2019,165:114981. doi: 10.1016/j.watres.2019.114981
[40]	韩瑾, 李星, 杨艳玲, 等.饮用水源突发镉污染的应急处理技术研究[J]. 中国给水排水,2012,28(21):1-4. doi: 10.3969/j.issn.1000-4602.2012.21.001 HAN J, LI X, YANG Y L, et al. Emergency treatment of source water after cadmium pollution accident[J]. China Water & Wastewater,2012,28(21):1-4. ⊗ doi: 10.3969/j.issn.1000-4602.2012.21.001