Visualization analysis of research literature map on landslides in the past 30 years
-
摘要:
以中国知网CNKI数据库收录的17680篇（1992—2021年）中文滑坡文献和Web of Science 核心数据库收录的11350篇（2016—2021年）外文滑坡文献为研究对象，利用文献计量学和知识图谱可视化技术，基于提取的中外文文献关键词信息分析了中国滑坡研究的发展历程、中国学者对国际滑坡研究的贡献，并对比了中外文滑坡研究热点的异同。结果表明：（1）稳定性一直是中国滑坡研究的重点，且随着滑坡研究的方法、对象、诱发因素、防灾减灾需求等方面的发展而不断延续拓展；（2）滑坡灾害研究具有明显的时代特色，具有明确发生时间的重大滑坡事件一般都会成为一段时间内的研究热点；（3）中国在国际滑坡研究领域占有绝对优势，发文量占总发文量的23.34%，发文量排名前4位的研究机构均来自中国；（4）在全球气候变化背景下，边坡稳定性、重大突发性滑坡灾害、高速远程链式危害、古滑坡复活，基于大量地面调查、遥感、监测、勘测数据的机器学习和深度学习开展的风险隐患识别、预警模型和判据研究，包括海底滑坡在内的海洋地质灾害可能成为未来的研究热点。研究结果较客观地展现了中国滑坡研究的发展脉络和国内外滑坡研究的热点和趋势，以期有助于我国滑坡灾害研究与防治科技的进步。
Abstract:This study focuses on a comprehensive analysis of landslide research literature over the past 30 years, utilizing bibliometrics and knowledge mapping technology. The research objects consisted of 17 680 Chinese landslide literature articles (1992−2021) obtained from the CNKI database and 11 350 English landslide literature articles (2016−2021) retrieved from the SCI database. By employing bibliometrics and knowledge mapping visualization techniques, this paper examines the development of landslide research in China, the contributions of Chinese scholars to international landslide research, and conducts a comparative analysis of Chinese and English literature. The results indicate that: (1) stability has been a consistent focus of landslide research in China, continuously expanding and evolving with the development of landslide research methods, subjects, triggering factors, and disaster prevention and mitigation demands. (2) Major geo-hazard events with well-defined occurrence times tend to become research hotspots for a certain period. (3) China holds a dominant position in international landslide research, accounting for 23.34% of the total publication output, with the top four research institutions in terms of publication output originating from China. (4) In the context of climate change, integrating remote sensing with machine learning and depth learning methods, the research hotspots in landslide studies encompass early identification, prediction, and early warning of geo-hazards, the mechanisms underlying typical geo-hazards, marine geo-hazards, reactivation of ancient landslides in mountain and canyon areas, as well as high-speed and long-distance chain geo-hazards. The research results provide an objective overview of the development of landslide research in China and the global landscape, offering valuable insights for advancing landslide hazard prevention and control technologies in China.
-
Key words:
- geo-hazard /
- landslide /
- bibliometrics /
- visual analysis /
- CiteSpace
-
-
表 1 滑坡领域中文文献高频关键词前18位统计结果
Table 1. Statistical results of the top 18 high-frequency keywords in Chinese literature on landslide research
序号 关键词 频次 序号 关键词 频次 序号 关键词 频次 序号 关键词 频次 1 稳定性 384 6 抗滑桩 206 11 安全系数 134 16 汶川地震 112 2 边坡工程 317 7 滑坡灾害 169 12 滑带土 128 17 滑坡体 106 3 数值模拟 303 8 黄土滑坡 168 13 地质灾害 125 18 滑动面 105 4 三峡库区 262 9 边坡稳定性 159 14 滑坡监测 120 5 稳定性分析 218 10 地震滑坡 142 15 GIS 118 
下载: 导出CSV
表 2 滑坡领域英文论文数量排名Top20国家（地区）分布
Table 2. Distribution of top 20 countries (regions) by the number of English papers in the English literatures on landslide research
序号 发文量/篇 国家（地区） 占比/% 序号 发文量/篇 国家（地区） 占比/% 序号 发文量/篇 国家（地区） 占比/% 1 2749 中国 23.34 8 312 法国 2.75 15 216 韩国 1.91 2 1086 美国 8.69 9 304 伊朗 2.68 16 178 奥地利 1.57 3 1029 意大利 8.19 10 281 加拿大 2.48 17 157 荷兰 1.39 4 532 英国 4.69 11 275 澳大利亚 2.43 18 156 土耳其 1.38 5 408 印度 3.60 12 270 瑞士 2.38 19 153 越南 1.35 6 405 日本 3.57 13 259 中国台湾省 2.29 20 134 挪威 1.18 7 348 德国 3.07 14 257 西班牙 2.27
下载: 导出CSV
表 3 滑坡领域英文论文数量排名Top15研究机构分布
Table 3. Distribution of top 15 research institutions by the number of English papers on landslide research
序号 发文量/篇 作者单位 国家 序号 发文量/篇 作者单位 国家 1 787 中国科学院 中国 9 155 西南交通大学 中国 2 441 中国地质大学 中国 10 149 中国地震局 中国 3 404 成都理工大学 中国 11 140 河海大学 中国 4 224 长安大学 中国 12 140 同济大学 中国 5 221 意大利国家
研究委员会意大利 13 129 京都大学 日本 6 171 美国地质调查局 美国 14 124 武汉大学 中国 7 163 四川大学 中国 15 123 香港科技大学 中国 8 159 瑞士联邦理工学院 瑞士
下载: 导出CSV
-
[1] 邱均平,段宇锋,陈敬全,等. 我国文献计量学发展的回顾与展望[J]. 科学学研究,2003,21(2):143 − 148. [QIU Junping,DUAN Yufeng,CHEN Jingquan,et al. The retrospect and prospect on bibliometrics in China[J]. Studies in Science of Science,2003,21(2):143 − 148. (in Chinese with English abstract)
QIU Junping, DUAN Yufeng, CHEN Jingquan, et al. The retrospect and prospect on bibliometrics in China[J]. Studies in Science of Science, 2003, 21（2）: 143-148. （in Chinese with English abstract）
[2] 王铮,朱艳硕. 《地理学报》80年载文分析[J]. 地理学报,2014,69(8):1069 − 1076. [WANG Zheng,ZHU Yanshuo. An investigation to the evolutionary history of Acta Geographica Sinica over the past 80 years[J]. Acta Geographica Sinica,2014,69(8):1069 − 1076. (in Chinese with English abstract)
WANG Zheng, ZHU Yanshuo. An investigation to the evolutionary history of Acta Geographica Sinica over the past 80 years[J]. Acta Geographica Sinica, 2014, 69（8）: 1069-1076. （in Chinese with English abstract）
[3] 汪美华,范宏喜,张若琳. 《水文地质工程地质》文献特征分析[J]. 水文地质工程地质,2020,47(1):185 − 191. [WANG Meihua,FAN Hongxi,ZHANG Ruolin. An analysis on the literature characteristics of Hydrogeology & Engineering Geology[J]. Hydrogeology & Engineering Geology,2020,47(1):185 − 191. (in Chinese with English abstract)
WANG Meihua, FAN Hongxi, ZHANG Ruolin. An analysis on the literature characteristics of Hydrogeology & Engineering Geology[J]. Hydrogeology & Engineering Geology, 2020, 47（1）: 185-191. （in Chinese with English abstract）
[4] 杨延麟,赵迪斐,谭昕,等. 基于文献计量学的《河南理工大学学报(自然科学版)》核心竞争力提升路径思考—兼论传统工科院校工程技术类综合学术期刊的研究热点与知识图谱[J]. 河南理工大学学报(自然科学版),2021,40(1):177 − 184. [YANG Yanlin,ZHAO Difei,TAN Xin,el al. Study on the way te enhance the core competitiveness of Journal of Henan Polytechnic University(Natural Science) based on Bibliometrics:Hot spots and knowledge atlas of comprehensive academic engineering technology journals in traditional engineering cellefes[J]. Journal of Henan Polytechnic University(Natural Science),2021,40(1):177 − 184. (in Chinese with English abstract)
YANG Yanlin, ZHAO Difei, TAN Xin, el al. Study on the way te enhance the core competitiveness of Journal of Henan Polytechnic University（Natural Science） based on Bibliometrics: Hot spots and knowledge atlas of comprehensive academic engineering technology journals in traditional engineering cellefes [J]. Journal of Henan Polytechnic University（Natural Science）, 2021, 40（1）: 177-184. （in Chinese with English abstract）
[5] 王圣洁,周立君,孙萍. 科学计量:中国海洋地质40年发展历程与研究热点分析[J]. 海洋地质与第四纪地质,2021,41(6):1 − 14. [WANG Shengjie,ZHOU Lijun,SUN Ping. Forty years development of marine geology in China:evidence from scientometrics[J]. Marine Geology & Quaternary Geology,2021,41(6):1 − 14. (in Chinese with English abstract)
WANG Shengjie, ZHOU Lijun, SUN Ping. Forty years development of marine geology in China: evidence from scientometrics[J]. Marine Geology & Quaternary Geology, 2021, 41（6）: 1-14. （in Chinese with English abstract）
[6] 王圣洁,周永青,张兆代,等. 国际海洋地质论文的科学计量分析[J]. 海洋地质与第四纪地质,2013,33(1):72. [WANG Shengjie,ZHOU Yongqing,ZHANG Zhaodai,et al. Scientific quantitative analysis of literatures on marine geology in the world[J]. Marine Geology & Quaternary Geology,2013,33(1):72. (in Chinese with English abstract)
WANG Shengjie, ZHOU Yongqing, ZHANG Zhaodai, et al. Scientific quantitative analysis of literatures on marine geology in the world[J]. Marine Geology & Quaternary Geology, 2013, 33（1）: 72. （in Chinese with English abstract）
[7] CHEN C M. Citespace II:Detecting and visualizing emerging trends and transient patterns in scientific literature[J]. Journal of the American Society for Information Science and Technology,2006,57(3):359 − 377. doi: 10.1002/asi.20317
[8] ECK N J P V, WALTMAN L R. VOSviewer: A computer program for bibliometric mapping[J]. ERIM Report Series Research in Management, 2009, 84（2）: 523 − 538.
[9] 宋长青,谭文峰. 基于文献计量分析的近30年国内外土壤科学发展过程解析[J]. 土壤学报,2015,52(5):957 − 969. [SONG Changqing,TAN Wenfeng. The historical venation of soil science in the past 30 years—based on the bibliometric analysis[J]. Acta Pedologica Sinica,2015,52(5):957 − 969. (in Chinese with English abstract)
SONG Changqing, TAN Wenfeng. The historical venation of soil science in the past 30 years—based on the bibliometric analysis[J]. Acta Pedologica Sinica, 2015, 52（5）: 957-969. （in Chinese with English abstract）
[10] 蒋仲安,曾发镔. 基于CNKI文献计量学的矿山粉尘研究可视化知识图谱分析[J]. 矿业安全与环保,2022,49(4):37 − 44. [JIANG Zhongan,ZENG Fabin. Visualization knowledge graph analysis of mine dust research based on CNKI bibliometrics[J]. Mining Safety & Environmental Protection,2022,49(4):37 − 44. (in Chinese with English abstract)
JIANG Zhongan, ZENG Fabin. Visualization knowledge graph analysis of mine dust research based on CNKI bibliometrics[J]. Mining Safety & Environmental Protection, 2022, 49（4）: 37-44. （in Chinese with English abstract）
[11] 李伟,石超. 水文地质的研究进展与研究趋势—基于CiteSpace的可视化分析[J]. 甘肃地质,2022,31(3):39 − 45. [LI Wei,SHI Chao. Analysis of hydrogeology research progress and trend based on citespace software[J]. Gansu Geology,2022,31(3):39 − 45. (in Chinese with English abstract)
LI Wei, SHI Chao. Analysis of hydrogeology research progress and trend based on citespace software[J]. Gansu Geology, 2022, 31（3）: 39-45. （in Chinese with English abstract）
[12] 殷跃平. 中国地质灾害减灾回顾与展望:从国际减灾十年到国际减灾战略[J]. 国土资源科技管理,2001,18(3):26 − 29. [YIN Yueping. A review and vision of geological hazards in China[J]. Management Geological Science and Technology,2001,18(3):26 − 29. (in Chinese with English abstract)
YIN Yueping. A review and vision of geological hazards in China[J]. Management Geological Science and Technology, 2001, 18（3）: 26-29. （in Chinese with English abstract）
[13] 刘传正,陈春利. 中国地质灾害成因分析[J]. 地质论评,2020,66(5):1334 − 1348. [LIU Chuanzheng,CHEN Chunli. Research on the origins of geological disasters in China[J]. Geological Review,2020,66(5):1334 − 1348. (in Chinese with English abstract)
LIU Chuanzheng, CHEN Chunli. Research on the origins of geological disasters in China[J]. Geological Review, 2020, 66（5）: 1334-1348. （in Chinese with English abstract）
[14] 刘传正,沈伟志,黄帅. 中国地质灾害预防应对战略思考[J]. 灾害学,2022,37(3):1 − 4. [LIU Chuanzheng,SHEN Weizhi,HUANG Shuai. Some viewpoints on strategies in risk reduction of geological disasters in China[J]. Journal of Catastrophology,2022,37(3):1 − 4. (in Chinese with English abstract)
LIU Chuanzheng, SHEN Weizhi, HUANG Shuai. Some viewpoints on strategies in risk reduction of geological disasters in China[J]. Journal of Catastrophology, , 2022, 37（3）: 1-4. （in Chinese with English abstract）
[15] 卢全中,彭建兵,赵法锁. 地质灾害风险评估(价)研究综述[J]. 灾害学,2003,18(4):59 − 63. [LU Quanzhong,PENG Jianbing,ZHAO Fasuo. An overview on the study of risk assessment of geological hazards[J]. Journal of Catastrophology,2003,18(4):59 − 63. (in Chinese with English abstract)
LU Quanzhong, PENG Jianbing, ZHAO Fasuo. An overview on the study of risk assessment of geological hazards[J]. Journal of Catastrophology, 2003, 18（4）: 59-63. （in Chinese with English abstract）
[16] 徐继维,张茂省,范文. 地质灾害风险评估综述[J]. 灾害学,2015,30(4):130 − 134. [XU Jiwei,ZHANG Maosheng,FAN Wen. An overview of geological disaster risk assessment[J]. Journal of Catastrophology,2015,30(4):130 − 134. (in Chinese with English abstract)
XU Jiwei, ZHANG Maosheng, FAN Wen. An overview of geological disaster risk assessment[J]. Journal of Catastrophology, 2015, 30（4）: 130-134. （in Chinese with English abstract）
[17] 吴树仁,石菊松,张春山,等. 地质灾害风险评价技术指南初论[J]. 地质通报,2009,28(8):995 − 1005. [WU Shuren,SHI Jusong,ZHANG Chunshan,et al. Preliminary discussion on technical guideline for geohazard risk assessment[J]. Geological Bulletin of China,2009,28(8):995 − 1005. (in Chinese with English abstract)
WU Shuren, SHI Jusong, ZHANG Chunshan, et al. Preliminary discussion on technical guideline for geohazard risk assessment[J]. Geological Bulletin of China, 2009, 28（8）: 995-1005. （in Chinese with English abstract）
[18] 张永双,孙璐,殷秀兰,等. 中国环境地质研究主要进展与展望[J]. 中国地质,2017,44(5):901 − 912. [ZHANG Yongshuang,SUN Lu,YIN Xiulan,et al. Progress and prospect of research on environmental geology of China:A review[J]. Geology in China,2017,44(5):901 − 912. (in Chinese with English abstract)
ZHANG Yongshuang, SUN Lu, YIN Xiulan, et al. Progress and prospect of research on environmental geology of China: A review[J]. Geology in China, 2017, 44（5）: 901-912. （in Chinese with English abstract）
[19] SASSA K,NAGAI O,SOLIDUM R,et al. An integrated model simulating the initiation and motion of earthquake and rain induced rapid landslides and its application to the 2006 Leyte landslide[J]. Landslides,2010,7(3):219 − 236. doi: 10.1007/s10346-010-0230-z
[20] KIRSCHBAUM D B,ADLER R,HONG Y,et al. A global landslide catalog for hazard applications:Method,results,and limitations[J]. Nat Hazards,2010,52:561 − 575. doi: 10.1007/s11069-009-9401-4
[21] TAMER Y D,TOLGA Çan,ÖMER E,et al. Landslide inventory of northwestern Anatolia,Turkey[J]. Engineering Geology,2005,77:99 − 114. doi: 10.1016/j.enggeo.2004.08.005
[22] 黄润秋. 20世纪以来中国的大型滑坡及其发生机制[J]. 岩石力学与工程学报,2007,26(3):433 − 454. [HUANG Runqiu. Lager-scale landslides and their sliding mechanisms in China since the 20th century[J]. Chinese Journal of Rock Mechanics and Engineering,2007,26(3):433 − 454. (in Chinese with English abstract)
HUANG Runqiu. Lager-scale landslides and their sliding mechanisms in China since the 20th century[J]. Chinese Journal of Rock Mechanics and Engineering, 2007, 26（3）: 433-454. （in Chinese with English abstract）
[23] 张涛,杨志华,张永双,等. 四川茂县新磨村高位滑坡铲刮作用分析[J]. 水文地质工程地质,2019,46(3):138 − 145. [ZHANG Tao,YANG Zhihua,ZHANG Yongshuang,et al. An analysis of the entrainment of the Xinmo high-position landslide in Maoxian County, Sichuan[J]. Hydrogeology & Engineering Geology,2019,46(3):138 − 145. (in Chinese with English abstract)
ZHANG Tao, YANG Zhihua, ZHANG Yongshuang, et al. An analysis of the entrainment of the Xinmo high-position landslide in Maoxian County, Sichuan[J]. Hydrogeology & Engineering Geology, 2019, 46(3): 138-145.(in Chinese with English abstract)
[24] 殷跃平, 王文沛, 张楠, 等. 强震区高位滑坡远程灾害特征研究—以四川茂县新磨滑坡为例[J]. 中国地质,2017,44(5):827 − 841. [YIN Yueping,WANG Wenpei,ZHANG Nan,et al. Long runout geological disaster initiated by the ridge-top rockslide in a strong earthquake area:A case study of the Xinmo landslide in Maoxian County,Sichuan Province[J]. Geology in China,2017,44(5):827 − 841. (in Chinese with English abstract)
YIN Yueping, WANG Wenpei, ZHANG Nan, et al. Long runout geological disaster initiated by the ridge-top rockslide in a strong earthquake area: a case study of the Xinmo landslide in Maoxian County, Sichuan Province[J]. Geology in China, 2017, 44(5): 827-841.(in Chinese with English abstract)
[25] 许强,郑光,李为乐,等. 2018年10月和11月金沙江白格两次滑坡-堰塞堵江事件分析研究[J]. 工程地质学报,2018,26(6):1534 − 1551. [XU Qiang,ZHENG Guang,LI Weile,et al. Study on successive landslide damming events of Jinsha River in baige village on octorber 11 and November 3,2018[J]. Journal of Engineering Geology,2018,26(6):1534 − 1551. (in Chinese with English abstract)
XU Qiang, ZHENG Guang, LI Weile, et al. Study on successive landslide damming events of Jinsha River in baige village on octorber 11 and November 3, 2018[J]. Journal of Engineering Geology, 2018, 26(6): 1534-1551.(in Chinese with English abstract)
[26] 王立朝,温铭生,冯振,等. 中国西藏金沙江白格滑坡灾害研究[J]. 中国地质灾害与防治学报,2019,30(1):1 − 9. [WANG Lichao,WEN Mingsheng,FENG Zhen,et al. Researches on the baige landslide at Jinshajiang River,Tibet,China[J]. The Chinese Journal of Geological Hazard and Control,2019,30(1):1 − 9. (in Chinese with English abstract)
WANG Lichao, WEN Mingsheng, FENG Zhen, et al. Researches on the baige landslide at Jinshajiang River, Tibet, China[J]. The Chinese Journal of Geological Hazard and Control, 2019, 30（1）: 1-9. （in Chinese with English abstract）
[27] 郭一兵, 姜鑫, 郭富赟, 等. 甘肃舟曲县果耶镇磨里滑坡成因及堵江危险性预测分析[J]. 中国地质灾害与防治学报,2023,34(3):58 − 68. [GUO Yibing,JIANG Xin,GUO Fuyun,et al. Analysis on the formation of the Moli landslide and river blockage risk in Guoye Town,Zhouqu County of Gansu Province[J]. The Chinese Journal of Geological Hazard and Control,2023,34(3):58 − 68. (in Chinese with English abstract)
GUO Yibing, JIANG Xin, GUO Fuyun, et al. Analysis on the formation of the Moli landslide and river blockage risk in Guoye Town, Zhouqu County of Gansu Province[J]. The Chinese Journal of Geological Hazard and Control, 2023, 34(3): 58-68.(in Chinese with English abstract)
[28] 杨校辉, 强远文, 王宏睿, 等. 甘肃舟曲滑坡成因机制与发育分布规律[J/OL]. 现代地质, （2023-03-01）[2023-07-20]. https://doi.org/10.19657/j.geoscience.1000-8527.2023.018.
YANG Xiaohui, JIANG Yuanwen, WANG Hongrui, et al. The formation mechanism and development distribution law of landslide in Zhouqu County, Gansu Province[J/OL]. Geoscience, （2023-03-01）[2023-07-20]（in Chinese with English abstract）
[29] 程刚,王振雪,李刚强,等. 我国滑坡监测文献计量研究的可视化分析[J]. 中国安全科学学报,2022,32(7):172 − 179. [CHEN Gang,WANG Zhenxue,LI Gangqiang,et al. Visual analysis of bibliometric research on landslide monitoring in China[J]. China Safety Science Journal,2022,32(7):172 − 179. (in Chinese with English abstract) doi: 10.16265/j.cnki.issn1003-3033.2022.07.2766
CHEN Gang, WANG Zhenxue, LI Gangqiang, et al. Visual analysis of bibliometric research on landslide monitoring in China[J]. China Safety Science Journal, 2022, 32（7）: 172-179. （in Chinese with English abstract） doi: 10.16265/j.cnki.issn1003-3033.2022.07.2766
[30] 贺小黑,彭鑫,谭建民,等. 地下水渗流对崩坡积滑坡稳定性和变形的影响—以湖南安化春风滑坡群为例[J]. 中国地质灾害与防治学报,2020,31(6):96 − 103. [HE Xiaohei,PENG Xin,TAN Jianmin,et al. Influence of groundwater seepage on stability and deformation of colluvial deposit landslide:Taking Chunfeng Landslide group in Anhua County of Hunan Province as an example[J]. The Chinese Journal of Geological Hazard and Control,2020,31(6):96 − 103. (in Chinese with English abstract)
HE Xiaohei, PENG Xin, TAN Jianmin, et al. Influence of groundwater seepage on stability and deformation of colluvial deposit landslide: taking Chunfeng Landslide group in Anhua County of Hunan Province as an example[J]. The Chinese Journal of Geological Hazard and Control, 2020, 31（6）: 96-103. （in Chinese with English abstract）
[31] 李彩虹,李雪,郭长宝,等. 青藏高原东部鲜水河断裂带地震滑坡危险性评价[J]. 地质通报,2022,41(8):1473 − 1486. [LI Caihong,LI Xue,GUO Changbao,et al. Seismic landslide hazards assessment along the Xianshuihe fault zone,Tibetan Plateau,China[J]. Geological Bulletin of China,2022,41(8):1473 − 1486. (in Chinese with English abstract)
LI Caihong, LI Xue, GUO Changbao, et al. Seismic landslide hazards assessment along the Xianshuihe fault zone, Tibetan Plateau, China[J]. Geological Bulletin of China, 2022, 41（8）: 1473-1486. （in Chinese with English abstract）
[32] 李天话,程谦恭,王玉峰,等. 高速远程滑坡滑震研究述评[J]. 工程地质学报,2022,30(6):1929 − 1946. [LI Tianhua,CHENG Qiangong,WANGYufeng,et al. Review on landquakes related to rock avalanche kinematics[J]. Journal of Engineering Geology,2022,30(6):1929 − 1946. (in Chinese with English abstract)
Li Tianhua, Cheng Qiangong, WangYufeng, et al. Review on landquakes related to rock avalanche kinematics[J]. Journal of Engineering Geology, 2022, 30（6）: 1929-1946. （in Chinese with English abstract）
[33] 文宝萍,王凡. 1965年烂泥沟滑坡前兆、高速远程运动及后期演化特征[J]. 水文地质工程地质,2021,48(6):72 − 80. [WEN Baoping,WANG Fan. Precursors and motion characteristics of the 1965 Lannigou rockslides and the subsequent evolution[J]. Hydrogeology & Engineering Geology,2021,48(6):72 − 80. (in Chinese with English abstract)
WEN Baoping, WANG Fan. Precursors and motion characteristics of the 1965 Lannigou rockslides and the subsequent evolution[J]. Hydrogeology & Engineering Geology, 2021, 48（6）: 72-80. （in Chinese with English abstract）
[34] 高星月,王世杰,高鹏程. D-InSAR与随机森林模型耦合的活动性滑坡识别方法探究[J]. 中国地质灾害与防治学报,2022,33(5):102 − 108. [GAO Xingyue,WANG Shijie,GAO Pengcheng. Active landslide identification with a combined method of D-InSAR and random forest model[J]. The Chinese Journal of Geological Hazard and Control,2022,33(5):102 − 108. (in Chinese with English abstract)
GAO Xingyue, WANG Shijie, GAO Pengcheng. Active landslide identification with a combined method of D-InSAR and random forest model[J]. The Chinese Journal of Geological Hazard and Control, 2022, 33（5）: 102-108. （in Chinese with English abstract）
[35] 方然可,刘艳辉,黄志全. 基于机器学习的区域滑坡危险性评价方法综述[J]. 中国地质灾害与防治学报,2021,32(4):1 − 8. [FANG Ranke,LIU Yanhui,HUANG Zhiquan. A review of the methods of regional landslide hazard assessment based on machine learning[J]. The Chinese Journal of Geological Hazard and Control,2021,32(4):1 − 8. (in Chinese with English abstract)
FANG Ranke, LIU Yanhui, HUANG Zhiquan. A review of the methods of regional landslide hazard assessment based on machine learning[J]. The Chinese Journal of Geological Hazard and Control, 2021, 32（4）: 1-8. （in Chinese with English abstract）
[36] 张欢,巨能攀,陆渊,等. 基于无人机的滑坡地形快速重建与稳定性分析[J]. 水文地质工程地质,2021,48(6):171 − 179. [ZHANG Huan,JU Nengpan,LU Yuan,et al. Rapid remodeling of three-dimensional terrain and stability analyses of landslide based on UAV[J]. Hydrogeology & Engineering Geology,2021,48(6):171 − 179. (in Chinese with English abstract)
ZHANG Huan, JU Nengpan, LU Yuan, et al. Rapid remodeling of three-dimensional terrain and stability analyses of landslide based on UAV[J]. Hydrogeology & Engineering Geology, 2021, 48（6）: 171-179. （in Chinese with English abstract）
[37] 李军. 略论现行评价机制的历史作用及其危害[J]. 编辑学报, 2021, 33（2）: 119 − 128.
LI Jun. Thoughts on the historical functions and shortcomings of the current research evaluation mechanism in China[J]. Acta Editologica, 2021, 33（2）: 119 − 128. （in Chinese with English abstract）
[38] 黄润秋,裴向军,李天斌. 汶川地震触发大光包巨型滑坡基本特征及形成机理分析[J]. 工程地质学报,2008,16(6):730 − 741. [HUANG Runqiu,PEI Xiangjun,LI Tianbin. Basic characteristics and formation mechanism of the largest scale landslide at Daguangbao occurred during the Wenchuan earthquake[J]. Journal of Engineering Geology,2008,16(6):730 − 741. (in Chinese with English abstract)
HUANG Runqiu, PEI Xiangjun, LI Tianbin. Basic characteristics and formation mechanism of the largest scale landslide at dagungbao occurred during the Wenchuan earthquake[J]. Journal of Engineering Geology, 2008, 16（6）: 730-741. （in Chinese with English abstract）
-
图(6)
表(3)
计量
- 文章访问数: 1312
- PDF下载数: 34
- 施引文献: 0