Ahmad A E E,Alex S ,Miroslav N,Marie-José N and Heather M.2019.ER2-Earthquake: Interactive web-application for urban seismic risk assessment. Int J Disaster Risk Reduction,34:326–36.

Anand V，Markus G，Norman K，Francesco N and George V.2018. Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning. ISPRS Journal of Photogrammetry and Remote Sensing,140: 45-59[DOI 10.1016/j.isprsjprs.2017.03.001http://dx.doi.org/10.1016/j.isprsjprs.2017.03.001]

An J W,Xu J H,Nie G Z and Bai X F.2015. EARTHQUAKE DISASTER RAPID ASSESSMENT FOR EMERGENCY RESPONSE SUPPORTED BY HIGH-PRECISION DATA OF HAZARD BEARING BODY. Seismology and Geology,(04):1225-1241

安基文,徐敬海,聂高众,白仙富.2015.高精度承灾体数据支撑的地震灾情快速评估. 地震地质,(04):1225-1241

An L Q and Zhang J F.2011. Application situation and trend of remote sensing technology used in earthquake disaster survey . Journal of Earthquake Engineering and Engineering Vibration, (02):182-188

安立强,张景发.2011.遥感技术在震害调查中的应用现状及发展趋势. 地震工程与工程振动,(02):182-

188[DOI 10.13197/j.eeev.2011.02.002.] (AshishV,NoamS,Niki,JakobU,LlionJ,AidanN. G,Łukasz K and IlliaP. 2017.Attention is all you need.Advances in Neural Information Processing Systems. 2017.) (Bai, Y B, Erick M, and Shunichi K.2018.Towards operational satellite-based damage-mapping using u-net convolutional network: A case study of 2011 Tohoku earthquake-tsunami. Remote Sensing 10.10, 16-26.) (BarbaraB, FabioD, MartaF, PaoloG, GianniL, MauroO and DiegoP.2011.Vulnerability study on a large industrial area using satellite remotely sensed images. Bulletin of Earthquake Engineering, 9(2): 675-690.)

Cai Y J,Lin J Q,Liu J L,Chen Y,Huang X K and Lin Q L.2015. Study on the rapid evaluation method for direct economic loss of earthquake based on Bayesian model. Earthquake Engineering and Engineering Dynamics, (02):144-150

蔡友军,林均岐,刘金龙,陈尧,黄孝昆,林庆利.2015.基于贝叶斯模型的地震直接经济损失快速评估方法研究. 地震工程与工程振动,(02):144-

150[DOI 10.13197/j.eeev.2015.02.144.caiyj.017http://dx.doi.org/10.13197/j.eeev.2015.02.144.caiyj.017]

Chen D D.2020. Research on Extraction Method of Road Damage Information from High-resolution Remote Sensing Image Based on Deeplabv3+. Beijing:Institute of Earthquake Prediction, China Earthquake Administration

陈丹丹.2020.基于Deeplabv3+的高分遥感影像道路损毁信息提取方法研究.北京：中国地震局地震预测研究所

Chen F.2016.Research on Evaluation Method of Seismic Casualties and Program Implementation.Shanxi,Xi’an：Xi'an University of Architecture and Technology

陈飞.2016.地震灾害人员伤亡评估方法研究及程序实现.陕西,西安：西安建筑科技大学.

Chen H F.2012. General Development and Design of HAZ-china Arthquake Disaster Loss Estimation System. Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration

陈洪富.2012.HAZ-China地震灾害损失评估系统设计及初步实现.黑龙江哈尔滨：中国地震局工程力学研究所

Chen H F,Sun B T and Sun D Z.2014. Determination of Building Decoration Loss Ratio to Earthquake Loss Assessment, Technology for Earthquake Disaster Prevention, (04):648-653+670

陈洪富,孙柏涛,陈相兆.2014.基于GIS的地震基础数据库管理系统. 地震研究,(04):648-653+670

Chen K H,Wang L X,Liu Z and Wu H P.2017. Design,Development and Implementation of the Modular Urban Earthquake Disaster Risk Assessment System. Technology for Earthquake Disaster Prevention, (04):947-955

陈焜浩,王立新,刘智 .吴华平.2017.模块化城镇地震灾害风险评估系统设计、开发与实现. 震灾防御技术04:947-955

Chen Q F and Chen L.1997. Earthquake disaster loss prediction assessments are carried out using GDP and population data. ACTA SEISMOLOGICA SINICA, (06): 83-92

陈棋福,陈凌.1997.利用国内生产总值和人口数据进行地震灾害损失预测评估. 地震学报,(06): 83-92

Chen W K,He S L,Zhang J F,Zhou Z H and Guo X N.2008. A Review on Methods of Extracting Earthquake Damage Information Using Remote Sensing Technology. Northwestern Seismological Journal, (01):88-93

陈文凯,何少林,张景发,周中红,郭晓宁.2008.利用遥感技术提取震害信息方法的研究进展. 西北地震学报,(01):88-93

Chen X N,Zhang L X,Lin X C and Lu X Z.2021. Study on matching algorithm of urban seismic scenarios based on ground motion database. Earthquake Engineering and Engineering Dynamics, (02):76-83

陈夏楠,张令心,林旭川,陆新征.2021.基于地震动库的城市地震灾害情景快速匹配算法研究. 地震工程与工程振动,(02):76-

83[DOI 10.13197/j.eeev.2021.02.76.chenxn.008http://dx.doi.org/10.13197/j.eeev.2021.02.76.chenxn.008.]

Chen Y.2015. Study on Rapid Assessment Method for Destructive Earthquake Casualty. Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration

陈尧.2015.破坏性地震人员伤亡快速评估方法研究.黑龙江哈尔滨：中国地震局工程力学研究所

Chen Y,Lin J Q,LiuJ L,Cai Y J,Huang X K and Lin Q L.2017. Study on rapid assessment method of earthquake direct economic loss, World Earthquake Engineering, (01):188-193

陈尧,林均岐,刘金龙,蔡友军,黄孝昆 .林庆利.2017.地震直接经济损失快速评估方法研究. 世界地震工程,(01):188-193

Cheng J Y and Yang Z.1993. REGRESSION ANALYSIS OF MORTALITY AND THE RATIO OF COLLAPSING HOUSES BY TANGSHAN EARTHQUAKE. Seismology and Geology, (01):82-87

程家喻,杨喆.1993.唐山地震人员震亡率与房屋倒塌率的相关分析. 地震地质,(01):82-87

Cheng J Y and Yang Z.1995. A SOFTWARE SYSTEM OF EVALUATING EARTHQUAKE CASUALTIES. SEISMOLOGY AND GEOLOGY, (04): 462-470

程家喻，杨喆.1996.评估地震人员伤亡的软件系统. 地震地质,(04): 462-470

Cheng X M,Shen Z F,Xing T Y and Dong W.2016. Damaged building extraction and rapid assessment for earthquake disasters based on high-resolution remote sensing images, (03):22-31

程希萌,沈占锋,邢廷炎 .董文.2016.基于高分遥感影像的地震受灾建筑物提取与倒损情况快速评估. 自然灾害学报,(03):22-31 [DOI 10.13577/j.jnd.2016.0303.

China Earthquake Administration.2008.GB/T 18207.1-2008.Terminology of protecting against and mitigating earthquake disasters—Part1:Basic terms. General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China. Standardization Administration of the People's Republic of China .Beijing: Standards Press of China, 2011

中国地震局.2008.GB/T 18207.1-2008. 防震减灾术语第1部分:基本术语标准. 中华人民共和国国家质量监督检验检疫总局.中国国家标准化管理委员会.北京: 中国标准出版社

China Earthquake Administration.2011.GB/T18208.4-2011, Post-earthquake field works—Part 4: Assessment of direct loss.General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China. Standardization Administration of the People's Republic of China.Beijing: Standards Press of China, 2011

中国地震局.2011.GB/T 18208.4-2011. 地震现场工作第4部分：灾害直接损失评估标准. 中华人民共和国国家质量监督检验检疫总局.中国国家标准化管理委员会.北京: 中国标准出版社

China Earthquake Administration.2014.GB/T19428-2014, Code for earthquake loss estimation and its information management system.General Administration of Quality Supervision, Inspection and Quarantine of the People's Republic of China. Standardization Administration of the People's Republic of China.Beijing: Standards Press of China.

中国地震局.2014.GB/T19428-2014.地震灾害预测及其信息管理系统技术规范.中华人民共和国国家质量监督检验检疫总局;中国国家标准化管理委员会. 北京: 中国标准出版社

China Earthquake Administration.2018.DB/T77-2018, Earthquake disaster assessment based on remote sensing—Seismic intensity.Beijing: Standards Press of China.

中国地震局.2018.DB/T 77-2018.地震灾害遥感评估 地震烈度. 北京: 中国标准出版社

China Earthquake Administration.2018.DB/T79-2018, Earthquake disaster assessment based on remote sensing—Earthquake-caused direct economic loss.Beijing: Standards Press of China.

中国地震局.2018.DB/T 79-2018.地震灾害遥感评估 地震直接经济损失. 北京: 中国标准出版社

Christian G, Aravena Pelizari P, Marconcini M, Sengara W, Edwards M, Lakes T, Taubenböck H. 2015. Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques. ISPRS Journal of Photogrammetry and Remote Sensing, 104, 175–188. [DOI:10.1016/j.isprsjprs.2014.07.016http://dx.doi.org/10.1016/j.isprsjprs.2014.07.016]

Cui L P and Wang X Q.2016. A Survey on the Earthquake Induced Building Damage Detection Using SAR Imagery. Technology for Earthquake Disaster Prevention ,(02):239-250

崔丽萍,王晓青.2016.SAR影像建筑物震害检测方法研究综述. 震灾防御技术,(02):239-250

Cui X L,Zhang J B, Wu F, Zhang Q and Wu Y H.2020.Spatio-temporal analysis of population dynamics based on multi-source data integration for Beijing municipalcity. Journal of Geo-information Sciencexu,22(11):2199-2211.

崔晓临,张佳蓓,吴锋,张倩,吴尧慧.2020.基于多源数据融合的北京市人口时空动态分析. 地球信息科学学报,(11):2199-2211 [DOI 10.12082/dqxxkx.2020.190769http://dx.doi.org/10.12082/dqxxkx.2020.190769]

Dhu T. 2008. EVENT-BASED EARTHQUAKE RISK MODELLING. The 14 th World Conference on Earthquake Engineering October 12-17, 2008, Beijing, China

Diego P and Fabio D.2001. Fusion of optical and SAR data for seismic vulnerability mapping of buildings.Optical Remote Sensing. Springer, Berlin, Heidelberg, 329-341.

Diego P,Fabio D and Paolo G. 2009.First steps towards a framework for earth observation (EO)-based seismic vulnerability evaluation. Environmental Semeiotics, 2(1): 16-30.

Ding B Y.1991. TWO METHODS OF EARTHQUAKE DAMACE LOSS EVALUATION. Journal of Catastrophology，(02):45-47

丁伯阳.1991.介绍两种震害损失估算方法. 灾害学,(02):45-47

Ding X,Wang X Q,Jiang L X.1998.Computer-Aided System for Earthquake Disaster Loss Estimation,Earthquake, (03):286-292.

丁香,王晓青,姜立新. 1998.地震灾害损失现场评估的计算机辅助系统.地震,1998,(03):286-292

Ding X, Wang X Q, Wang L and Zheng Y H. 2011.The development and application of catastrophe earthquake risk estimation system. Technology for Earthquake Disaster Prevention, 6(4):454-460.

丁香,王晓青,王龙,郑友华.2011.地震巨灾风险评估系统的研制与应用. 震灾防御技术,(04):454-460

Ding L,Wang X Q,Wang S M,DouA X,Yuan X X and Ding X.2017. Spatio-temporal Projection of China Mainland Population on County Scale Oriented to Earthquake Risk Assessment. Earthquake, (04):58-68

丁玲,王晓青,王书民,窦爱霞,袁小祥 .丁香.2017.面向地震风险评估的中国大陆区县级人口总量时空预测方法研究. 地震，(04):58-68

Ding X, Wang X Q, Dou A X, Yuan X X and Ding L.2019. Design and realization of earthquake loss prediction system in nationwide scale based on grid data. Earthquake Research in China, 35(2):238-247.

丁香,王晓青,窦爱霞,袁小祥,丁玲.2019.基于格网的全国尺度地震灾害损失预测系统设计与实现. 中国地震,(02):238-247

Dong Y S,Chen H P,Pan Y Z and Fang W H.2014. A Rapid Method for Extracting Building Rubble Based on Post-earthquake High-resolution Satellite Imagery. Journal of Basic Science and Engineering, (06):1079-1088

董燕生,陈洪萍,潘耀忠 .方伟华.2014.基于震后高分辨率卫星遥感影像的建筑物瓦砾快速提取方法. 应用基础与工程科学学报,(06):1079-1088 [DOI 10.16058/j.issn.1005-0930.2014.06.004http://dx.doi.org/10.16058/j.issn.1005-0930.2014.06.004.]

Du R H,Liu L Z,Shen Q,Tian F,Chen M and Wu J J.2020. Dynamic monitoring for post-disaster recovery and reconstruction based on night light data——A case study on Ludian earthquake. Journal of Natural Disasters, (06):59-69

杜若华,刘雷震,沈秋,田丰,陈梦,武建军.2020.基于夜间灯光数据的灾后恢复重建动态监测——以鲁甸地震为例. 自然灾害学报,(06):59-

69[DOI 10.13577/j.jnd.2020.0607] (F. O. Strasser, J. J. Bommer, K. Şeşetyan, M. Erdik, Z. Çağnan, J. Irizarry, A. Lucantoni, F. Sabetta, I. E. Bal, H. Crowley and C. Lindholm. 2008.A Comparison Study of European Earthquake Loss Estimation Tools for a Scenario in Istanbul. Journal of Earthquake Engineering, 12(S2): 246-256.[ DOI 10.1080/13632460802014188]) (FabioD, PaoloG and KishorJ. 2012. Spatial aspects of building and population exposure data and their implications for global earthquake exposure modeling. Natural Hazards 68(3): 1291-1309.) (Fabio D. and Paolo G.2012. Remote Sensing and Earthquake Damage Assessment: Experiences, Limits, and Perspectives. Proceedings of the IEEE 100(10): 2876-2890.[DOI: 10.1109/JPROC.2012.2196404http://dx.doi.org/10.1109/JPROC.2012.2196404])

Fan Y D,Yang S Q,Wang L,Wang W,Nie J and Zhang B J.2008. Study on Urgent Monitoring and Assessment in Wenchuan Earthquake. Journal of Remote Sensing, (06):858-864

范一大,杨思全,王磊,王薇,聂娟,张宝军.2008.汶川地震应急监测评估方法研究. 遥感学报,(06):858-864

Fan Y D,Wu W,Wang W,Liu M and Wen Qi.2016. Research progress of disaster remote sensing in China. Journal of Remote Sensing, (05):1170-1184

范一大,吴玮,王薇,刘明 .温奇.2016.中国灾害遥感研究进展. 遥感学报,(05):1170-1184

Federal Emergency Management Agency (FEMA) -National Institute of Building Sciences (NIBS). 1997.Earthquake loss estimation methodology—HAZUS97, Technical manua.Washington, D.C: Federal Emergency Management Agency.

Fu Z X and Li G P.1993. Earthquake life loss study.Beijing:Earthquake Press

傅征祥,李革平.1993.地震生命损失研究.北京：地震出版社

Fu Z Y and Chen Q F.2019.Earthquake disaster risk assessment based on nighttime lighting data: A case study of Yinchuan City. Proceedings of the 2019 China Urban Planning Annual Conference 01 Urban Safety and Disaster Prevention Planning.pp.333-345

付泽钰.陈奇放.2019.基于夜间灯光数据的地震灾害风险评估——以银川市为例.中国城市规划学会.2019中国城市规划年会论文集（01城市安全与防灾规划.pp.333-345

Fumio Y, Daisuke S and Yoshihisa M. 2008.Use of digital aerial images to detect damages due to earthquakes. The 14th World Conference on Earthquake Engineering. 2008.

Gao H Y and Li QX.2010. Study on the Rapid Evaluation Model for Seismic Casualties. Journal of Catastrophology, (S1):275-277

高惠瑛,李清霞.2010.地震人员伤亡快速评估模型研究. 灾害学,(S1):275-277

Ge G.2019.Economic Loss Assessment and Prediction of Earthquake Disasters Based on Stochastic Right Neural Network. Intelligent City(23):58-59

格根.2019.基于随机权神经网络的地震灾害经济损失评估与预测. 智能城市,(23):58-

59[DOI 10.19301/j.cnki.zncs.2019.23.028http://dx.doi.org/10.19301/j.cnki.zncs.2019.23.028]

Gong L X, Li Q, Zhang J F, Zeng Q M, Liu M Z and Li C L. .2013. Object-oriented detection of earthquake building damages. Earthquake, 33(02): 109–114

龚丽霞,李强,张景发,曾琪明,刘明众,李成龙.2013.面向对象的房屋震害变化检测方法.地震，33(02):109-

114DOI 10.3969/j.issn.1000–3274.2013.02.014

Guo J L.2003.The Prediction of the Economic Loss and Casualty due to Earthquake. Earthquake Research In Shanxi, (02):4-6+16

郭建立.2003.地震经济损失预测和人员伤亡预测. 山西地震,(02):4-6+16

Guo Z L, Liu M G and Xie D C.2004. Genetic algorithm-neural network-based economic losses assessment of seismic disaster. Journal of Natural Disasters, (06):92-96

郭章林,刘明广,解德才.2004.震灾经济损失评估的遗传神经网络模型.自然灾害学报,(06):92-96

He H X,We B,Li R and Han X Z.2018. Research on Requirements and Strategies of Satellite Cooperative Observation for Natural Disaster Emergency Response. Spacecraft Recovery & Remote Sensing, (06):91-101

和海霞,武斌,李儒,韩杏子.2018.面向自然灾害应急的卫星协同观测策略研究. 航天返回与遥感(06):91-101

Heng S Z, Jian P S, Xiao J Q, Xiao G W and JiayaJ.2017. Pyramid Scene Parsing Network. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, pp. 6230-6239[DOI 10.1109/CVPR.2017.660http://dx.doi.org/10.1109/CVPR.2017.660]

Himmet K, Muhammed Ş and Amr S.El. 2008.Earthquake Loss Assessment Features of Maeviz-Istanbul (Hazturk),12(sup2):175–86. [DOI 10.1080/13632460802014006http://dx.doi.org/10.1080/13632460802014006]

Hu S Q.2017. The Research on Earthquake Damage Prediction of Building Stock and the Discussion of Direct Economic Loss of Infrastructure. Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration

胡少卿.2007.建筑物的群体震害预测方法研究及基础设施经济损失预测方法探讨. 黑龙江哈尔滨：中国地震局工程力学研究所

Hu Y F,Zhao G H and Zhang Q L. 2018.Spatial distribution of population data based on nighttime light and LUC data in the Sichuan-Chongqing Region. Journal of Geo-information Science,20(1):68-78.

胡云锋,赵冠华,张千力.2018.基于夜间灯光与LUC数据的川渝地区人口空间化研究. 地球信息科学学报,(01):68-

78[DOI 10.12082/dqxxkx.2018.170224http://dx.doi.org/10.12082/dqxxkx.2018.170224]

Huang A，Xu Y Q，Sun P L，Liu C and Zheng W R.2017. Spatial distribution of population specialization based on multi-source data：a case study of Zhangjiakou City. Resources Science, 39(11)：2186-2196.

黄安,许月卿,孙丕苓,刘超,郑伟然.2017.基于多源数据人口分布空间化研究——以河北省张家口市为例. 资源科学,(11):2186-2196 [DOI 10.18402/resci.2017.11.16http://dx.doi.org/10.18402/resci.2017.11.16]

Huang P D.2018.Study on the Influencing Factors of Casualties Caused by Earthquakes Abroad.Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration(黄佩蒂.2018.境外地震人员伤亡影响因素研究.黑龙江哈尔滨：中国地震局工程力学研究所)

Huang X and Sun M.2016. The Rapid Assessment of Wounded Personnel Based on RBF Neural Network Model under the Background Earthquake Disaster. Systems Engineering, (08):129-135

黄星 .孙明.2016.基于RBF神经网络的震伤人员快速评估模型. 系统工程,(08):129-135

Ismaël R, Philippe G, Mauro D M, Erwan P, Thomas L and Jocelyn C.2015. Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods. Natural hazards, 76(2): 1111-1141.

Jia H X.2020.Research of Seismic Casualties Assessment Model Based on Machine Learning Algorithm.Harbin, Heilongjiang: Institute of Engineering Mechanics, China Earthquake Administration.

贾晗曦.2020.基于机器学习算法的地震人员伤亡评估研究.黑龙江哈尔滨：中国地震局工程力学研究所

Jiang L X, Shuai X H, Zhang J F and Li Z Q. 2003.Study of earthquake emergency command system, Earthquake, (02):115-120

姜立新,帅向华,张建福,李志强.2003.地震应急指挥管理信息系统的探讨. 地震,(02):115-120

Jonathan L, Evan S and Trevor D.2015. Fully convolutional networks for semantic segmentation. computer vision and pattern recognition, 3431-3440.

Kaiming H, Georgia G, Piotr D and Ross G.2018.Mask R-CNN. 2017 IEEE International Conference on Computer Vision (ICCV), 2017, pp. 2980-2988, [DOI 10.1109/ICCV.2017.322http://dx.doi.org/10.1109/ICCV.2017.322]

Li D J,Guo H T,Lu J,Zhao C,Lin Y Z and Yu D H.2020. A remote sensing image classification procedure based on multilevel attention fusion U-Net. Acta Geodaetica et Cartographica Sinica,(08):1051-1064

李道纪,郭海涛,卢俊,赵传,林雨准,余东行.2020.遥感影像地物分类多注意力融和U型网络法. 测绘学报,(08):1051-1064

Li L.2009. Study on Earthquake Damage Prediction of Urban Buildings and Earthquake Economic Losses.Liaoning,Dalian

李利.2009.城市建筑物震害及震害经济损失预测方法研究.辽宁大连:大连理工大学

Li Q.2018. Study on Key Technology of Earthquake Emergency Using Multi-Mode Remote Sensing Data. Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration(李强.2018.多模式遥感数据地震应急关键技术研究黑龙江哈尔滨：中国地震局工程力学研究所)

Li S J and Liu M.2018. Application of satellite remote sensing in emergency monitoring of major earthquake disaster in China. City and Disaster Reduction, (04):7-10

李素菊,刘明.2018.卫星遥感在我国重大地震灾害应急监测中的应用. 城市与减灾,(04):7-10

Li S Z and Yin Z Q.1993. Evaluation of Earthquake and Database System. Earthquake Research In China, (03): 74-85

李树桢,尹之潜.1993.地震损失评估与数据库系统.中国地震,(03): 74-85

Li S Z,Jia X Y and Zhu Y L.1995. EARTHQUAKE DAMAGE EVALUATION SOFTWARE EDEP-93 AND ITS USE IN PUER EARTHQUAKE . Journal of Natural Disasters , (01):39-46

李树桢,贾相玉,朱玉莲.1995.震害评估软件EDEP-93及其在普洱地震中的应用. 自然灾害学报,(01):39-46

Li X X,Ma X P,Liu A G and Zhu Ru.2020. Variation of Night Light Index Based on NPP-VIIRS Data:A Case Study on the Xiahe M_S5.7 Earthquake. China Earthquake Engineering Journal, (05):1232-1235+1269

李晓雪,马小平,刘岸果,朱瑞.2020.基于NPP-VIIRS数据的夜间灯光指数变化分析——以夏河M_S5.7地震为例. 地震工程学报,(05):1232-1235+1269

Li Y W and Yu S Z.2021.Study on the assessment method of earthquake casualties in the eastern region. World Earthquake Engineering,(03):207-213

李延唯,余世舟.2021.东部地区地震人员伤亡评估方法研究. 世界地震工程,(03):207-213

Li Y Y,Chen J G,Zhang X L and Yuan H Y.2015. Structure destruction based earthquake casualty estimates. Journal of Tsinghua University(Science and Technology), (07):803-807+814

李媛媛,陈建国,张小乐,袁宏永.2015.基于建筑结构破坏的地震伤亡评估方法及应用. 清华大学学报(自然科学版),(07):803-

807+814 [DOI 10.16511/j.cnki.qhdxxb.2015.07.016http://dx.doi.org/10.16511/j.cnki.qhdxxb.2015.07.016]

Liang C C, George P ,Iasonas K Kevin M and Alan L Y. 2017. Semantic Image Segmentation with Deep Convolutional Nets,Atrous Convolution,and Fully Connected CRFs.arXiv:1606.00915.

Liang C C, George P, Florian S and Hartwig A.2017. Rethinking Atrous Convolution for Semantic Image Segmentation. arXiv:1706.05587.

Liang C C, Yukun Z, George P, Florian S and Hartwig A.2018.Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation.arXiv:1802.02611.

Lin J.2011. Research progress on earthquake prevention and disaster reduction in the United States and Japan, Overview of Disaster Prevention,(01):32-35

林捷.2011.美日防震减灾研究动态. 防灾博览,(01):32-35

Lin X C.2017.Numerical Simulation and Risk Control of Earthquake Disasters in Urban Building Complexes. Cities and Disaster Reduction. City and Disaster Reduction, (03):18-22

林旭川.2017.城市建筑群地震灾害数值仿真与风险控制. 城市与减灾,(03):18-22

Liu B C, Hsieh C T. 1981. Earthquake risk and damage functions:Application on New Madrid,Westview Press,Boulder,Colorado.

Liu H X.1988. DEVELOPMENT OF EARTHQUAKE ENGINEERING IN CHINA-REVIEW AND OUTLOOK. Earthquake Engineering and Engineering Vibration, (02):1-7

刘恢先.1988.地震工程学科在中国的发展——回顾与前瞻. 地震工程与工程振动,(02):1-7 [DOI 10.13197/j.eeev.1988.02.001http://dx.doi.org/10.13197/j.eeev.1988.02.001.]

Liu J L and Lin J Q.2012. Study on assessment method for earthquake casualty based on epicentral intensity. Journal of Natural Disasters,(05):113-119

刘金龙,林均岐.2012.基于震中烈度的地震人员伤亡评估方法研究. 自然灾害学报,(05):113-

119[DOI 10.13577/j.jnd.2012.0516http://dx.doi.org/10.13577/j.jnd.2012.0516.]

Liu R S, Yu S Z, Yan D Q, He M L,Yue X and Li J. 2014.Refined Method for Rapid Assessment of Seismic Damage and Economic Loss. JOURNAL OF BASIC SCIENCE AND ENGINEERING, (5):928-940.

刘如山,余世舟,颜冬启,贺梦龙,越潇,李吉.2014.地震破坏与经济损失快速评估精细化方法研究. 应用基础与工程科学学报,(05):928-940

Liu W X,Shu Y Z,Tang X M and Liu J M.2020. Remote Sensing Image Segmentation Using Dual Attention Mechanism Deeplabv3+ Algorithm. Tropical Geography, (02):303-313

刘文祥,舒远仲,唐小敏,刘金梅.2020.采用双注意力机制Deeplabv3+算法的遥感影像语义分割. 热带地理,(02):303-

313[DOI 10.13284/j.cnki.rddl.003229http://dx.doi.org/10.13284/j.cnki.rddl.003229]

Liu X H and Chen Y P.1985.A Review of Earthquake Disaster Prevention Technology in Foreign Cities. World Earthquake Engineering,(02): 10-17

刘锡荟 .陈一平.1985.国外城市地震防灾技术述评. 世界地震工程,(02):10-17

Liu X H,Li H and He J.1985. A FRAMEWORK FOR SEISMIC LOSSES ESTIMATION. Earthquake Engineering and Engineering Vibration, (04):1-12

刘锡荟,李荷,何进.1985.地震损失估计和经济决策模型. 地震工程与工程振动,(04):1-12 [DOI 10.13197/j.eeev.1985.04.001http://dx.doi.org/10.13197/j.eeev.1985.04.001.]

Liu Y Q,Cai H C,Zhao J and Feng S M.1998. PREDICTION OF ECONOMIC LOSSES CAUSED BY SEISMIC HAZARD IN NORTHERN PART OF HEBEI PROVINCE. NORTH CHINA EARTHGUAKE SCIENCES, (04):39-50

刘允清,蔡华昌,赵军,冯书明.1998.河北省北部地震灾害经济损失预测. 华北地震科学,(04):39-50

Liu Y H.2020. Extraction and Research on Building Information from High-resolution Remote Sensing Image for Seismic Risk Assessment. Beijing：Institute of Geology, China Earthquake Administration

刘耀辉.2020.面向地震风险评估的高分辨率遥感影像建筑物信息提取与研究.北京：中国地震局地质研究所中国

Long W, Aixia D, Xiaoqing W, Yanfang D, Xiang D, Zhi L, Xiaoxiang Y, and Yurong Q.2011.Damage assessment of Haiti earthquake emergency using high resolution remote sensing imagery", Proc. SPIE 8203, Remote Sensing of the Environment: The 17th China Conference on Remote Sensing, 820310.15 August 2011;

Lu X Z, Tian Y, Xu Z and Xiong C.2020. A new urban earthquake disaster simulation method: City-scale nonlinear time-history analysis. Chinese Science Bulletin,(11):1055-1062

陆新征,田源,许镇,熊琛.2020.一种新型城市地震灾害模拟方法:城市抗震弹塑性分析方法. 科学通报,(11):1055-1062

Ma J J,Feng Q M and Zhou H Y.2013. Method for predicting earthquake damage of housing building groups based on image explanation. Journal of Natural Disasters, (03):62-67

马建军,冯启民,周宏宇.2013.基于影像解译的住宅建筑群体震害预测方法. 自然灾害学报,(03):62-

67[DOI 10.13577/j.jnd.2013.0309http://dx.doi.org/10.13577/j.jnd.2013.0309.]

Ma Y H and Xie L L.2000.Methodologies for assessment of earthquake casualty. Earthquake Engineering and Engineering Vibration, (04):140-147

马玉宏,谢礼立.2000.地震人员伤亡估算方法研究.地震工程与工程振动,(04):140-147 [DOI 10.13197/j.eeev.2000.04.021http://dx.doi.org/10.13197/j.eeev.2000.04.021.]

Ma Y J, Li Y Y and Han X L.2007. Earthquake economic loss estimation based on the ANN World Earthquake Engineering, (01):146-150

马亚杰,李永义,韩秀丽.2007.基于人工神经网络的地震经济损失评估. 世界地震工程,(01):146-150

Matsuoka M, Miura H, Midorikawa S and Etrada M.2013. Extraction of urban information for seismic hazard and risk assessment in Lima, Peru using satellite imagery. Journal of disaster research, 8(2): 328-345.

Matsuoka M, Mito S, Midorikawa S, and Etrada M.2014. Development of building inventory data and earthquake damage estimation in Lima, Peru for future earthquakes. Journal of Disaster Research, 9(6): 1032-1041.[ DOI:10.20965/jdr.2014.p1032]

Min J,Lanfa L and Manfred B. 2018.Identifying Collapsed Buildings Using Post-Earthquake Satellite Imagery and Convolutional Neural Networks: A Case Study of the 2010 Haiti Earthquake. Remote Sensing,10(10): 1689.[ DOI 10.3390/rs10111689http://dx.doi.org/10.3390/rs10111689]

Mitomi Y and Takeuchi S .1995. Analysis of spectral feature of the damaged areas by liquefaction and fire using airborne MSS data. Proceedings of the. Japanese Conference on Remote Sensing.

Mitomi H , Yamazaki F and Matsuoka M . 2001.Development of automated extraction method for building damage area based on maximum likelihood classifier.International conference on structural safety and reliability, ICOSSAR.2001

O.D.Cardona, L.E.Yamin,A.H.Barbat.2012.CAPRA - Comprehensive Approach to Probabilistic Risk Assessment: international initiative for risk management effectiveness. A: World Conference on Earthquake Engineering. "15th World Conference on Earthquake Engineering". Lisboa: 2012, p. 1-10.

Olaf R,Philipp F and Thomas B. 2015.U-Net: Convolutional Networks for Biomedical Image Segmentation. medical image computing and computer assisted intervention, 234-241.

OOFIMS.2020.OOFIMS, Object-Oriented Framework for Infrastructure Modeling and Simulation. Available online: https://sites.google.com/a/uniroma1.it/oofims/ download (accessed on 30 Oct 2021). 2020https://sites.google.com/a/uniroma1.it/oofims/download(accessedon30Oct2021).2020

Pittore M and Wieland M. 2013.Toward a rapid probabilistic seismic vulnerability assessment using satellite and ground-based remote sensing. Natural Hazards, 2013, 68(1): 115-145.[ DOI:10.1007/s11069-012-0475-z]

Qi W, Su G and Sun Ll.2017. “Internet+” approach to mapping exposure and seismic vulnerability of buildings in a context of rapid socioeconomic growth: a case study in Tangshan, China. Natural Hazards, 86(1): 107-139.

Qian F L and Cui i.2013. Application of BP Neural Network Analysis in Forecasting Emergency Demand——A Case Study on Earthquake Casualty Forecasting. China Safety Science Journal，(04):20-25

钱枫林 .崔健.2013.BP神经网络模型在应急需求预测中的应用——以地震伤亡人数预测为例.中国安全科学学报,(04):20-25 [DOI 10.16265/j.cnki.issn1003-3033.2013.04.017http://dx.doi.org/10.16265/j.cnki.issn1003-3033.2013.04.017.]

Qiu F T and Zhang Z J.2017. Detection Methods Research of Earthquake Area Based on Night Lights Change. Jiangxi Science, (04):553-557+568

邱飞廷 .张志杰.2017.基于夜间灯光变化的地震灾区判定方法研究. 江西科学,(04):553-557+568 [DOI 10.13990/j.issn1001-3679.2017.04.013http://dx.doi.org/10.13990/j.issn1001-3679.2017.04.013.]

Research Group for Future Earthquake Disaster Losses, Department of Disaster Defense, China Earthquake Administration.1990.Research on Earthquake Disaster Loss Prediction in China.Beijing: China Earthquake Administration (国家地震局灾害防御司未来地震灾害损失预研究组.1990.中国地震灾害损失预测研究.北京：中国地震局)

Riedel I, Guéguen P, Dalla Mura M, et al. 2015.Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods. Natural hazards, 76(2): 1111-1141.[ DOI:10.1007/s11069-014-1538-0]

Schafer D, Pietsch M and Wenzel H. 2013.EQvis: a consequence-based risk managemen software tool. Proceedings of the 5th international conference on structural engineering, mechanics and computation. University of Cape Town.

Sergio M, Dominik L and C. D. Lindholm. .2010.SELENA-An open-source tool for seismic risk and loss assessment using a logic tree computation procedure.Computers & Geosciences, 36:257-269.

Shi W H,Chen K H,XieY Q,Li X,Pang W D and Dai B Y.2012. Prediction Method Research on Casualties Due to Earthquake Disaster in Yunnan. Journal of Seismological Research，(03):387-392

施伟华,陈坤华,谢英情,李西,庞卫东,代博洋.2012.云南地震灾害人员伤亡预测方法研究. 地震研究,(03):387-392 [DOI CNKI:SUN:DZYJ.0.2012-03-016.

Sun B T and Li Y. 2021.EVOLUTION AND DEVELOPMENT OF EARTHQUAKE DISASTER PREDICTION IN CHINA. Engineering Mechanics, 38(1): 1-7, 51.

孙柏涛,李洋.2021.中国震害预测工作的沿革与发展. 工程力学,(01):1-

7+51 [DOI doi: 10.6052/j.issn.1000-4750.2020.07.ST04http://dx.doi.org/10.6052/j.issn.1000-4750.2020.07.ST04]

Sun B T, Zhang G X, Deng H Y and Weimin D.2013. A method for earthquake damage prediction of building group considering seismic fortification level. China Civil Engineering Journal, (05):117-121

孙柏涛,张桂欣,邓宏宇.Weimin Dong.2013.考虑设防水准的群体建筑物震害预测方法.土木工程学报,(05):117-121 [DOI 10.15951/j.tmgcxb.2013.05.001http://dx.doi.org/10.15951/j.tmgcxb.2013.05.001.]

Sun X F. 2020.Spatialization and autocorrelation analysis of urban population kernel density supported by nighttime light remote sensing. Journal of Geo-information Science, 22(11):2256-2266.

孙小芳.2020.夜光遥感支持下的城市人口核密度空间化及自相关分析.地球信息科学学报,(11):2256-2266 [DOI 10.12082/dqxxkx.2020.200289http://dx.doi.org/10.12082/dqxxkx.2020.200289]

Sun Z.Guo J X and Zhao X.2019.Design and Implementation of Automatic System of Earthquake Emergency Disaster Information Pre-Evaluation Based On kilometer grid. INFORMATION & COMMUNICATIONS,(07):74-76

孙哲,郭建兴 .赵曦.2019.基于公里格网的陕西省地震损失自动评估系统的设计与实现. 信息通信,(07):74-76

Terrence M M,James D M, Jong S L, Nathan L T, Shawn D H and Christopher M N. 2008.MAEviz: an earthquake risk assessment system. Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems November 2008 Article No.: 88Pages 1–2[DOI 10.1145/1463434.1463534 ]

Tian L L.2012. Analysis of the influencing factors of casualties in earthquake disasters and the formulas for estimating casualties. Beijing: Capital University of Economics and Business(田丽莉.2012.地震灾害人员伤亡影响因素分析及人员伤亡估算公式.北京：首都经贸大学)

Tian W F.2015. Research on Recognition of Earthquake Damaged Road Based on High Resolution Remote Sensing Imagery.Beijing：Beijing Jiaotong University

田卫方.2015.基于高分辨率遥感影像的震后道路损毁识别研究.北京：北京交通大学.

Turker M and San B T.2004.Detection of collapsed buildings caused by the 1999 Izmir, Turkey earthquake through digital analysis of post-event aerial photographs. International Journal of Remote Sensing, 2004(2):21, 4701-4714, DOI: 10.1080/01431160410001709976http://dx.doi.org/10.1080/01431160410001709976

Ufuk. H, Cuneyt T and Cem Y.2010. ELER software-a new tool for urban earthquake loss assessment. Natural Hazards and Earth System Sciences, 10:2677-2696.

Vitor S, Helen C, Marco P, Damiano M and Rui P. 2014.Development of the OpenQuake engine, the Global Earthquake Model’s open-source software for seismic risk assessment. Natural Hazards, 72(3):1-19.

Vijay B，Alex K and Roberto C. 2017. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(12): 2481-2495.

Wang D L.2007. Quantitative study on the relationship between remote sensing seismic damage index and ground survey seismic damage index.Beijing:Institute of Earthquake Prediction, China Earthquake Administration(王栋梁.2007.遥感震害指数与地面调查震害指数关系的定量研究.北京：中国地震局地震预测研究所).

Wang D M,Chen H J and Chen J Y.2021.Function design and prospect of platform of national earthquake disaster risk prevention and control.Journal of Natural Disasters,30(02):060-70.

王东明,陈华静,陈敬一,高杰,施唯.2021.国家地震灾害风险防治业务平台功能设计与展望. 自然灾害学报,(02):60-

70[DOI 10.13577/j.jnd.2021.0206http://dx.doi.org/10.13577/j.jnd.2021.0206.]

Wang H F,Zhai Y M and Chen X.2010. Rapid Prediction of Earthquake Disaster of Buildings Based on Remote Sensing Images. North China Earthquake Sciences, (02):45-47

王淮峰,翟永梅,陈希.2010.基于遥感图像的快速震害预测. 华北地震科学,(02):45-47

Wang L.2007. Research and Implementation of Earthquake Disaster Loss Assessment Method Based on Remote Sensing Images. Beijing: Institute of Earthquake Prediction,China Earthquake Administration王龙.2007.基于遥感影像的地震灾害损失评估方法研究与实现.北京：中国地震局地震预测研究所)

Wang W Z.2012. Earthquake-caused Direct Economic Loss Assessment:BP Neural Network and Its Application.Sichuan,Chengdu：Southwestern University of Finance and Economics(王伟哲.2012.地震直接经济损失评估：BP神经网络及其应用.四川成都:西南财经大学)

Wang X Q, Fu Z X, Ding X, Xu Y J.2000.The algorithm principle and main functions of earthquake disaster and loss prediction system. Earthquake, (S1):222-226.

王晓青,傅征祥,丁香,许永江. 地震灾害损失预测系统计算原理与主要功能.地震,2000,(S1):222-226

Wang X Q , Wei C J, Miao C G, Zhang J F, Shan X J and Ma Q Z.2003. THE EXTRACTION OF SEISMIC DAMAGE FROM REMOTE SENSING IMAGES——A CASE STUDY OF BACHU-JIASHI EARTHQUAKE WITH M_S=6.8 OCCURRED ON FEB. 24, 2003. Earth Science Frontiers, (S1):285-291

王晓青,魏成阶,苗崇刚,张景发,单新建,马庆尊.2003.震害遥感快速提取研究——以2003年2月24日巴楚—伽师6.8级地震为例. 地学前缘,(S1):285-291

Wang X Q and Ding X.2004. Estimation system of disastrous losses in seismic site based on GIS. Journal of Natural Disasters, (01):118-125

王晓青,丁香.2004.基于GIS的地震现场灾害损失评估系统. 自然灾害学报,(01):118-125

Wang X Q, Ding X,Wang L and Wang Y.2009 A study on fast earthquake loss assessment and its application to 2008 Wenchuan M8 earthquake. Acta Seismologica Sinica, (02):205-211+235

王晓青,丁香,王龙 .王岩.2009.四川汶川8级大地震灾害损失快速评估研究. 地震学报,(02):205-211+235

Wang X Q,Wang L,Zhang X H,Ding X,Qiu H,Dong Y F,Dou A X,Zhang F Y and Liu Z T. .2009.Primary Quantitative Study on Earthquake Damage Extracted from Remote Sensing Imagery——A Case Study of Doujiangyan due to the Wenchuan M8.0 Earthquake. Earthquake, (01):174-181

王晓青,王龙,章熙海,丁香,邱虎,董彦芳,刘在涛.2009.汶川8.0级地震震害遥感定量化初步研究——以都江堰城区破坏为例. 地震,(01):174-181

Wang X Q.2010.Atlas of Remote Sensing Interpretation of Building Damage in Wenchuan Earthquake, Beijing: Earthquake Press, Chengdu: Chengdu Map Press.

王晓青. 2010.汶川地震建筑物震害遥感解译图集. 北京：地震出版社、成都：成都地图出版社.

Wang X Q,Dou A X,Sun G Q,Ding X, Wang L and Yuan X X.2013. Intensity Assessment of the 2010 Yushu MS7.1 Earthquake Based on Synthetic Seismic Damage Index. Earthquake, (02):1-10

王晓青,窦爱霞,孙国清,丁香,王龙,袁小祥.2013.基于综合震害指数的玉树地震烈度遥感评估研究. 地震,(02):1-10 [DOI CNKI:SUN:DIZN.0.2013-02-002.]

Wang X Q, Dou A X, Wang L, Yuan X X,Ding X and Zhang W.2015.RS-based assessment of seismic intensity of the 2013 Lushan, Sichuan, China MS7.0earthquake. Chinese J. Geophys,58(1):163-171.

王晓青,窦爱霞,王龙,袁小祥,丁香,张伟.2015.2013年四川芦山7.0级地震烈度遥感评估. 地球物理学报,(01):163-171

Wang X Q, Dou A X,Ding X,Li Q W.2015.Advance on the RS-based Emergency Seismic Intensity Assessment. Journal of Geo-information Science.17;No.100(12):1536-1544

王晓青,窦爱霞,丁香,李旖雯. 2015.地震烈度应急遥感评估研究与应用进展. 地球信息科学学报,17;No.100(12):1536-1544[ DOI:10.3724/SP.J.1047.2015.01536http://dx.doi.org/10.3724/SP.J.1047.2015.01536]

Wang X Q and Ding X.2019.2016~2025 Forecasting Researches on Disaster Loss of Chinese Mainland During 2016 to 2025.2016~2025Forecasting Researches on Earthquake Risk Region and Disaster Loss of Chinese Mainland During 2016 to 2025.Beijing: Sinomap press

王晓青,丁香.2019.2016～ 2025 年中国大陆地震损失预测研究， 见:2016 ～ 2025 年中国大陆地震危险区与地震灾害损预测研究项目组，2016～ 2025 年中国大陆地震危险区与地震灾害损失预测研究，北京:中国地图出版社

Wei C J,Zhang Y Z,Zhu B Q,Zhang Z K,Yu T X and Gao Z M.1996. APPLICATION OF REMOTE SENSING AND GIS TECHNIQUES IN PRODUCING EARTHQUAKE ISOSEISMAL. JOURNAL OF NATURAL DISASTERS, (03): 20+22-30

魏成阶,张渊智,朱博勤,张宗科,于天旭,高志明.1996.地震烈度包络线的遥感与GIS方法快速生成. 自然灾害学报,(03): 20+22-30

Wen R Z.1997. THE CONSTITUTION OF GIS-BASED URBAN EARTHQUAKE RESISTANCE SYSTEM. WORLD INFORMATION ON EARTHQUAKE ENGINEERING, (04): 29-34

温瑞智.1997.基于GIS的城市抗震防灾系统的设计. 世界地震工程，(04): 29-34

Wieland M, Pittore M, Parolai S, et al. 2014. A multiscale exposure model for seismic risk assessment in Central Asia. Seismological Research Letters, 86(1): 210-222.[ DOI 10.1785/0220140130http://dx.doi.org/10.1785/0220140130]

Wu H J,Guo M Z and Zhang J.2006. Application of remote sensing technology in the field of earthquake prevention and disaster reduction. Earthquake Engineering and Engineering Vibration, (03):267-269

吴焕娟,郭明珠 .张皎.2006.遥感技术在防震减灾领域中的应用. 地震工程与工程振动,(03):267-269 [DOI 10.13197/j.eeev.2006.03.075http://dx.doi.org/10.13197/j.eeev.2006.03.075.]

Wu H J,Feng T N,Hong Z H,Ai Z S,Wang C X and Jiang C H.2013. Earthquake casualty prediction model based on remote sensing images. Journal of Tongji University(Medical Science), (05):36-39

吴恒璟,冯铁男,洪中华,艾自胜,王朝昕,姜成华.2013.基于遥感图像的地震人员伤亡预测模型研究. 同济大学学报(医学版),(05):36-39

Xiao G X.1986.Economic Problems in Earthquake Engineering World Earthquake Engineering, (01):3-10+19

肖光先.1986.地震工程中的经济问题. 世界地震工程,(01):3-10+19

Xiao G X.1987. A PREDICTION METHOD FOR EARTHQUAKE LOSS. Seismology Journal, (01): 1-8+81

肖光先.1987.地震损失的预测方法. 地震学刊,(01):1-8+81

Xiao G X.1991. RAPID ASSESSMENT OF DISASTER LOSSES IN POST-EARTHQUAKE，Journal of Catastrophology，(04):12-17

肖光先.1991.震后灾害损失快速评估. 灾害学,(04):12-17

Xie L L and Yin Z Q. 1996.Research on earthquake damage assessment technology for future earthquakes in Chinese mainland.Proceedings of the Second Cross-Strait Earthquake Symposium.1996(谢礼立,尹之潜.1996.中国大陆未来地震的震害评估技术研究.第二届两岸地震学术讨论会论文集)

Xie J Z,Che S F and Lin Y.2017. Earthquake disaster economic loss estimation and prediction based on Neural Networks withrandom weights. Journal of Catastrophology, 32(1) : 1- 4, 10.

谢家智,车四方 .林涌.基于随机权神经网络的地震灾害经济损失评估与预测. 灾害学,(01):1-4+10 [DOI 10. 3969 / j. issn. 1000-811X. 2017. 01. 001.]

Xu J H.An J W and Nie G Z.2016. DEVELOPMENT OF EARTHQUAKE EMERGENCY DISASTER INFORMATION PRE-EVALUATION DATA BASED ON KM GRID.Seismology and Geology ,(03):760-772

徐敬海,安基文 .聂高众.2016.基于千米格网的地震应急灾情预评估数据开发. 地震地质,(03):760-772

Xue T F,Zhang J F and Li Q.2016. Extraction of earthquake damage buildings from multi-source remote sensing data based on correlation change detection and object-oriented classification

techniques. Acta Seismologica Sinica, (03):496-505+509

薛腾飞,张景发,李强.2016.基于相关变化检测与面向对象分类技术的多源遥感图像震害信息提取. 地震学报,(03):496-505+509

Xue T F.2017. Earthquake Damaged Buildings Extraction from SAR Images Using Change Detection Technology Based on Multiple Features. Heilongjiang,Harbin: Institute of Engineering Mechanics, China Earthquake Administration(薛腾飞.2017.基于SAR多特征变化检测的震害建筑物提取研究.黑龙江哈尔滨：中国地震局工程力学研究所)

Yan J Q, Chen X Z and Sun B T. 2021.REVIEW OF ESTIMATION METHODS AND SYSTEMS USED TO PREDICT EARTHQUAKE CASUALTIES. Engineering Mechanics, (12):1-16

闫佳琦,陈相兆,孙柏涛.2021.地震人员伤亡评估方法及损失评估系统综述.工程力学,(12):1-16 [DOI 10.6052/j.issn.1000-4750.2020.11.0861http://dx.doi.org/10.6052/j.issn.1000-4750.2020.11.0861]

Yang F,Zheng B Z and Yan L L.2009. System of Earthquake Casualty Assessment Based on BP Neural Network. Technology for Earthquake Disaster Prevention, (04):428-435

杨帆,郑宝柱,剡亮亮.2009.基于BP神经网络的地震伤亡人数评估体系研究. 震灾防御技术,(04):428-435

Ye X, Qin Q M, Wang J, Zheng X P and Wang J H. 2019.Detecting Damaged Buildings Caused by Earthquake from Remote Sensing Image Using Local Spatial Statistics Method. GEOMATICS AND INFORMATION SCIENCE OF WUHAN UNIVE, 44(01):125-131.

叶昕,秦其明,王俊,郑小坡,王建华.2019.利用高分辨率光学遥感图像检测震害损毁建筑物. 武汉大学学报(信息科学版),44(01):125-

131[DOI 10.13203/j.whugis20150490http://dx.doi.org/10.13203/j.whugis20150490.]

Yin Z Q.1991. A STUDY FOR PREDICTING EARTHQUAKE DISASTER LOSS. Earthquake Engineering and Engineering Vibration, (04):87-96

尹之潜.1991.地震灾害损失预测研究. 地震工程与工程振动,(04):87-96 [DOI 10.13197/j.eeev.1991.04.010http://dx.doi.org/10.13197/j.eeev.1991.04.010.]

Yin Z Q. 1996.Method of prediction for seismic disaster and loss.Beijing: Seismological Press.

尹之潜. 地震灾害及损失预测方法.北京: 地震出版社.

Yu S,Wang H X and Ma Y J.2005. Three-layer BP network model for estimation of casualties in an earthquake. Earthquake Engineering and Engineering Vibration, (06):113-117

于山,王海霞 .马亚杰.2005.三层BP神经网络地震灾害人员伤亡预测模型. 地震工程与工程振动,(06):113-117 [DOI 10.13197/j.eeev.2005.06.019http://dx.doi.org/10.13197/j.eeev.2005.06.019.]

Yuan X X,WangX Q,Dou A X,Ding X,Ding L and Deng F.2018. Spatial Grid Transformation Technology of Population Data for Seismic Risk Assessment. Earthquake, (04):151-158

袁小祥,王晓青,窦爱霞,丁香,丁玲,邓飞.2018.面向地震风险评估的人口空间格网化技术研究.地震,(04):151-158

Yuan Y.2018. Study of Earthquake-induced Building Damage Information Extraction by Using Change Detection of SAR Images Coherence. Heibei,Langfang:College of Disaster Prevention Science and Technology (袁玉.2018.基于SAR图像相干变化检测的建筑物震害信息提取研究.河北廊坊：防灾科技学院)

Zeng X,Liu S X,Xu Z and Lu X Z.2016. EARTHQUAKE LOSS PREDICTION FOR CAMPUS BUILDINGS BASED ON FEMA-P58 METHOD: A CASE STUDY. Engineering Mechanics, (S1):113-118

曾翔,刘诗璇,许镇,陆新征.2016.基于FEMA-P58方法的校园建筑地震经济损失预测案例分析. 工程力学,(S1):113-118

Zhai Y M.2009.Research on application of high resolution remote sensing image in predicition and rapid evaluation of urban earthquake damage.Shanghai: Tongji University(翟永梅.2009.城市震害预测和快速评估中高分辨率遥感技术的应用研究.上海:同济大学)

Zhang B J.2018. Analysis of the Inter-annual Variation of Nighttime Lights in the Most Affected Area of Wenchuan Earthquake from 2003 to 2013. Journal of Catastrophology, (01):12-18+22

张宝军.2018.2003-2013年汶川地震极重灾区夜间灯光年际变化分析. 灾害学,(01):12-18+22

Zhang H, Qin K, Bi Q ,Zhang Y and Xu K .2021.Attention Guided 3D ConvNet for Aerial Scene Change Detection. Journal of Applied Sciences, 39(2): 272-280

张涵,秦昆,毕奇,张晔,许凯.2021.注意力引导的三维卷积网络用于遥感场景变化检测.应用科学学报,39 (02):272-280

Zhang J F, Li Q, Zhang Q Y, Tian T, Shen W H, Xue T F and Wang J F. 2018. Intensity zone of the 1976 Ms7.8 Tangshan earthquake based on multi-source remote sensing images. Journal of Remote Sensing, 22(Sup): 162-173

张景发,李强,张庆云,田甜,申文豪,薛腾飞,王建飞.2018.多源遥感图像的1976年Ms7.8唐山大地震等烈度区判定. 遥感学报,(S1):162-173

Zhang W,Wang Xi Q,Sun G Q,Ding X, Yuan X X and Guo J X.2013. An Improved Change Detection Algorithm for Building Damage Extraction Based on High Resolution RS images. Earthquake，(02):87-95

张伟,王晓青,孙国清,丁香,袁小祥,郭建兴.2013.高分遥感影像震害提取的变化检测算法改进. 地震(02):87-95

Zhang X Y,Zhu J J and Xu J H.2018. Earthquake Disaster Information Extraction Based on Night-time Lighting Images. Journal of Seismological Research, (02):311-318+344

张小咏,朱俊杰,许建华.2018.基于灯光遥感图像的地震灾情信息提取. 地震研究,(02):311-318+344

Zhang Y, Wang X M and Zhao X Z.2018.Study on Community-based Rapid Earthquake Assessment System in Shanghai. Computer Programming Skills & Maintenance,(10):15-17

张勇,王小明 .赵学志.2018.基于社区的上海地震快速评估系统研究. 电脑编程技巧与维护10:15-17 [DOI 10.16184/j.cnki.comprg.2018.10.005http://dx.doi.org/10.16184/j.cnki.comprg.2018.10.005]

Zhang Z J.2016. Assessment of Damaged Areas and Affected Population in Earthquake Disasters Based on Night-time Imageries.Henan,Zhengzhou：Henan Science and technology University(张志杰.2016.基于夜间灯光影像的地震受灾区域和人口评估研究.河南郑州：河南理工大学).

Zhao Q,Zhai Y G and Li T Z .2012.Study on Application of High Resolution Remote Sensing Images in Rapid Prediction of Earthquake Disaster in Urban Area, Journal of Catastrophology, (02):72-76

赵琪,翟永梅,李铁铮.2012.高分辨率遥感图像在城市快速震害预测中的应用研究. 灾害学(02):72-76

Zhao S D,Zhang N,Zhang S W and Sun X D. Research on Rapid Evaluation Method of Earthquake Direct Economic Loss based on LM-BP Neural Network. Journal of Seismological Research, (03):500-506+528

赵士达,张楠,张斯文 .孙晓东.2016.基于LM-BP神经网络的地震直接经济损失快速评估方法研究. 地震研究,(03):500-506+528

Zheng S S,Zhang R M,Chen F,Long L,Zhou Y and Zheng J.2019. Research on theory and application of earthquake casualty estimates. World Earthquake Engineering，(01):87-96

郑山锁,张睿明,陈飞,龙立,周炎 .郑捷.2019.地震人员伤亡评估理论及应用研究. 世界地震工程(01):87-96

Zheng Y,He J C,Zheng S S,Ke L,Long L and Sun L F. 2020.Study on China earthquake disaster loss assessment system. Journal of Natural Disasters,29(04):34-42.

郑跃,贺金川,郑山锁,可亮,龙立,孙龙飞.2020.中国地震灾害损失评估系统研究. 自然灾害学报,(04):34-

42[DOI 10.13577/j.jnd.2020.0404http://dx.doi.org/10.13577/j.jnd.2020.0404]

Zheng Y M,He Y R,WangX R and GaoY H.2020. Application Review and Prospect of Nighttime Light Remote Sensing Data. Remote Sensing Informatio, (03):1-14

郑渊茂,何原荣,王晓荣,高元衡.2020.夜光遥感数据应用述评与展望. 遥感信息(03):1-14

Zhu Z Z,Lu J Y,Li M and Zhao Yu.2020. Building age estimation and seismic damage prediction based on remote sensing image and point density. Journal of Jiangsu University(Natural Science Edition), (04):382-386+404

朱志忠,陆吉赟,李敏,赵宇.2020.基于遥感影像和点密度的房屋年代分析及震害预测. 江苏大学学报(自然科学版)(04):382-

386+404[DOI 10.3969/ j.issn.1671-7775.2020.04.002 ]

Zou Q J, Mao G M, Sun Z K, Ma G M and Ma C Q.1995. VULNERABILITY STUDY ON CASUALTIES DUE TO EARTHQUAKE. Journal of Natural Disasters, (03):60-68

邹其嘉,毛国敏,孙振凯,马春勤,马桂明.1995.地震人员伤亡易损性研究. 自然灾害学报,(03):60-68