Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards

1997 - 2025

Current editor(s): Thomas Glade, Tad S. Murty and Vladimír Schenk

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International Society for the Prevention and Mitigation of Natural Hazards
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Volume 118, issue 3, 2023

Selected global flood preparation and response lessons: implications for more resilient Chinese Cities pp. 1767-1796

F. K. S. Chan, Zilin Wang, Jiannan Chen, Xiaohui Lu, Taiseer Nafea, Burrell Montz, Olalekan Adekola, Alessandro Pezzoli, James Griffiths, Yi Peng, Pengfei Li and Juanle Wang

A qualitative review of tsunamis in Hawaiʻi pp. 1797-1832

Scott Fisher, James Goff, Andrew Cundy and David Sear

Remoulding energy as a criterion in assessing retrogressive landslides in sensitive clays: a review and its applicability to Eastern Canada pp. 1833-1853

Sarah Jacob, Rama Vara Prasad Chavali, Ali Saeidi and Abouzar Sadrekarimi

Quantitative evaluation of flood damage methodologies under a portfolio of adaptation scenarios pp. 1855-1879

Julien Boulange, Yukiko Hirabayashi, Masahiro Tanoue and Toshinori Yamada

Analysis of spatial and temporal characteristics of major natural disasters in China from 2008 to 2021 based on mining news database pp. 1881-1916

Chenchen Yang, Han Zhang, Xunhua Li, Zongyi He and Junli Li

Two determination models of slope failure pattern based on the rainfall intensity–duration early warning threshold pp. 1917-1931

Dehai Zhu and Qian Cao

Bottom-up approach for flood-risk management in developing countries: a case study in the Gianh River watershed of Vietnam pp. 1933-1959

Huu Duy Nguyen, Thi Ha Thanh Nguyen, Quoc-Huy Nguyen, Tien Giang Nguyen, Dinh Kha Dang, Y. Nhu Nguyen, Thu Huong Bui, Ngoc Diep Nguyen, Quang-Thanh Bui, Petre Brecan and Alexandru-Ionut Petrisor

Combined influence of rainfall and groundwater on the stability of an inner dump slope pp. 1961-1988

Zhiliu Wang, Bo Liu and Yanhui Han

Prediction of embankments dam break peak outflow: a comparison between empirical equations and ensemble-based machine learning algorithms pp. 1989-2018

Khabat Khosravi, Zohreh Sheikh Khozani and Javad Hatamiafkoueieh

River mouth shifting and shoreline change analysis of Mangala river mouth at Puri coastline pp. 2019-2036

Debabrata Mishra and Anil Kumar Kar

An Australian convective wind gust climatology using Bayesian hierarchical modelling pp. 2037-2067

Alessio C. Spassiani, Matthew S. Mason and Vincent Y. S. Cheng

A multi-scale tool for assessing the seismic risk of small dams during emergency preparedness and response phase pp. 2069-2095

Francesca Bozzoni, Giuseppe Misiano and Carlo G. Lai

Human activities reshape the drought regime in the Yangtze River Basin: a land surface-hydrological modelling analysis with representations of dam operation and human water use pp. 2097-2121

Haoran Hao, Mingxiang Yang, Hao Wang and Ningpeng Dong

Rainfall-seismic coupling effect induced landslide hazard assessment pp. 2123-2152

Zhongbo Li, Chao Yin, Ziyong Tan, Xinliang Liu, Shufeng Li and Xixuan Zhang

Earthquake scenarios and population exposure for the city of Plovdiv pp. 2153-2171

Dimcho Solakov, Stela Simeonova, Petya Trifonova, Metodi Metodiev and Plamena Raykova

Urban agglomeration waterlogging hazard exposure assessment based on an integrated Naive Bayes classifier and complex network analysis pp. 2173-2197

Mo Wang, Xiaoping Fu, Dongqing Zhang, Siwei Lou, Jianjun Li, Furong Chen, Shan Li and Soon Keat Tan

Flood inundation and risk mapping under climate change scenarios in the lower Bilate catchment, Ethiopia pp. 2199-2226

Muluneh Legesse Edamo, Samuel Dagalo Hatiye, Thomas T. Minda and Tigistu Yisihak Ukumo

Influence of landslide inventory timespan and data selection on slope unit-based susceptibility models pp. 2227-2244

S. Rolain, M. Alvioli, Q. D. Nguyen, T. L. Nguyen, L. Jacobs and M. Kervyn

Temporal and spatial evolution of the 2021 eruption in the Tajogaite volcano (Cumbre Vieja rift zone, La Palma, Canary Islands) from geophysical and geodetic parameter analyses pp. 2245-2284

M. B. Benito, G. E. Alvarado, M. Marchamalo, J. G. Rejas, P. Murphy, R. Franco, D. Castro, C. Garcia-Lanchares and J. Sanchez

The influence of large-scale climate modes on tropical cyclone tracks in the southwest Pacific pp. 2285-2307

Krishneel K. Sharma, Danielle C. Verdon-Kidd and Andrew D. Magee

Flash flood-risk areas zoning using integration of decision-making trial and evaluation laboratory, GIS-based analytic network process and satellite-derived information pp. 2309-2335

Mehrnoosh Taherizadeh, Arman Niknam, Thong Nguyen-Huy, Gábor Mezősi and Reza Sarli

Learnings from rapid response efforts to remotely detect landslides triggered by the August 2021 Nippes earthquake and Tropical Storm Grace in Haiti pp. 2337-2375

Pukar Amatya, Corey Scheip, Aline Déprez, Jean-Philippe Malet, Stephen L. Slaughter, Alexander L. Handwerger, Robert Emberson, Dalia Kirschbaum, Julien Jean-Baptiste, Mong-Han Huang, Marin K. Clark, Dimitrios Zekkos, Jhih-Rou Huang, Fabrizio Pacini and Enguerran Boissier

Evaluation of liquefaction potential by standard penetration test and shear wave velocity methods: a case study pp. 2377-2417

Zeval Aytaş, Nuray Alpaslan and Ferhat Özçep

Reliable assessment of seismic site class using stochastic approaches pp. 2419-2458

Saikat Kuili and Ravi S. Jakka

Risk assessment of natural and other hazard factors on drowning incidents in Turkey pp. 2459-2475

Sabri Alkan and Uğur Karadurmuş

Debris-flow susceptibility assessment in Dongchuan using stacking ensemble learning including multiple heterogeneous learners with RFE for factor optimization pp. 2477-2511

Kun Li, Junsan Zhao and Yilin Lin

Exploring available landslide inventories for susceptibility analysis in Gipuzkoa province (Spain) pp. 2513-2542

Txomin Bornaetxea, Juan Remondo, Jaime Bonachea and Pablo Valenzuela

An innovative method for landslide susceptibility mapping supported by fractal theory, GeoDetector, and random forest: a case study in Sichuan Province, SW China pp. 2543-2568

Zhuo Chen, Danqing Song and Lihu Dong

Time series forecasting on cooling degree-days (CDD) using SARIMA model pp. 2569-2592

Mehmet Bilgili

Two decades of land subsidence in Kolkata, India revealed by InSAR and GPS measurements: implications for groundwater management and seismic hazard assessment pp. 2593-2607

Arpan Shastri, K. M. Sreejith, M. S. Rose, Ritesh Agrawal, P. S. Sunil, S. Sunda and B. S. Chaudhary

Empirical evaluation of the control period TC for intermediate-depth earthquakes: application for Romania pp. 2609-2628

Florin Pavel and Saman Yaghmaei-Sabegh

Rainfall infiltration and three-dimensional stability analyses of fractured rock slopes considering preferential flow pp. 2629-2656

Gengqian Nian, Zhonghui Chen, Min Bao, Lingfei Zhang and Tianyu Zhu

Performance improvement of the linear muskingum flood routing model using optimization algorithms and data assimilation approaches pp. 2657-2690

Aryan Salvati, Alireza Moghaddam Nia, Ali Salajegheh, Parham Moradi, Yazdan Batmani, Shahabeddin Najafi, Ataollah Shirzadi, Himan Shahabi, Akbar Sheikh-Akbari, Changhyun Jun and John J. Clague

Financial effects of natural disasters: a bibliometric analysis pp. 2691-2710

Jorge Sepúlveda-Velásquez, Pablo Tapia-Griñen and Boris Pastén-Henríquez

Unprecedented wildfires in Canada and transboundary effects of carbon monoxide pollution pp. 2711-2713

Awais Shakoor, Taimoor Hassan Farooq, Muhammad Saleem Arif and Sher Muhammad Shahzad

Volume 118, issue 2, 2023

A comprehensive review of watershed flood simulation model pp. 875-902

Yanxia Shen and Chunbo Jiang

Is there a progressive flood risk management in Nepal? A synthesis based on the perspective of a half-century (1971–2020) flood outlook pp. 903-923

Amrit Prasad Sharma, Xudong Fu and Giri R. Kattel

Techniques used to predict climate risks: a brief literature survey pp. 925-951

Ruchika Nanwani, Md Mahmudul Hasan and Silvia Cirstea

Social media in disaster management: review of the literature and future trends through bibliometric analysis pp. 953-975

Muhammad Ashraf Fauzi

Climate change effects on vulnerable populations in the Global South: a systematic review pp. 977-991

Bethuel Sibongiseni Ngcamu

Probabilistic and deterministic-based approach for liquefaction potential assessment of layered soil pp. 993-1012

Prince Poddar, Sauhardra Ojha and Mohit Kumar Gupta

Analysis of public emotion on flood disasters in southern China in 2020 based on social media data pp. 1013-1033

Mingjun Ma, Qiang Gao, Zishuang Xiao, Xingshuai Hou, Beibei Hu, Lifei Jia and Wenfang Song

Study on the failure characteristics of overburden and the evolution law of seepage field in deep buried thick coal seam under aquifers pp. 1035-1064

Yang Li, Xinghai Lei, Nan Wang, Yuqi Ren, Xiangyang Jin, Guoshuai Li, Tiezheng Li and Xiangji Ou

Application of the analytical hierarchy process (AHP) for flood susceptibility mapping using GIS techniques in Thamirabarani river basin, Srivaikundam region, Southern India pp. 1065-1083

Richard Abishek Selvam and Antony Ravindran Antony Jebamalai

GIS-based analysis of landslides susceptibility mapping: a case study of Lushoto district, north-eastern Tanzania pp. 1085-1115

Michael Makonyo and Zahor Zahor

Submarine landslide tsunami hazard assessment for the western Makran based on a deterministic approach pp. 1117-1136

Mohammadsadegh Nouri, Amin Rashidi, Masoud Montazeri Namin and Dan H. Shugar

A study on the soil liquefaction potential map of Taipei Basin using a reliable pre-liquefaction borehole database pp. 1137-1161

Chih-Chieh Lu, Jin-Hung Hwang, Yuan-Chang Deng and Hsien-Li Huang

Estimation and prediction of riverbank erosion and accretion rate using DSAS, BEHI, and REBVI models: evidence from the lower Ganga River in India pp. 1163-1190

Md Hasanuzzaman, Biswajit Bera, Aznarul Islam and Pravat Kumar Shit

Social vulnerability to environmental disasters in the Paraopeba River Basin, Minas Gerais, Brazil pp. 1191-1210

Mariane Paulina Batalha Roque, José Ambrósio Ferreira Neto, Wilson Cruz Vieira, Bianca Diniz Rocha and Arthur Telles Calegario

Mechanism analysis of Zulongding landslide on gentle piedmont slope: a creeping landslide triggered by rainfall pp. 1211-1234

Liangchen Yu, Changhong Yan, Shulan Guo, Hui Li, Jinzhong Tan, Gang Liu, Chenghua Xu and Yang Liu

Seismic site-effects assessment in a fluvial sedimentary environment: case of Oued Martil floodplain, Northern Morocco pp. 1235-1257

Mohamed EL Hilali, Ali Bounab, Youssef Timoulali, Jamal Eddine Stitou El Messari and Mohamed Ahniche

Unprecedented rainfall index for reducing fatalities caused by sediment-related disasters pp. 1259-1280

Ken′ichirou Kosugi

Characterization of landslides in Federal Highway 1D, Baja California, Mexico, using seismic noise records and the HVSR method pp. 1281-1299

Lenin Ávila-Barrientos, Luis A. Yegres-Herrera and Hortencia Flores-Estrella

Prediction of landslide hazards induced by potential earthquake in Litang County, Sichuan, China pp. 1301-1314

Jingjing Jing, Zhijian Wu, Chengxin Chu, Wanpeng Ding and Wei Ma

Reducing the vulnerability of tourists to tsunami: challenges for decision-makers pp. 1315-1339

Azin Fathianpour, Suzanne Wilkinson, Mostafa Babaeian Jelodar and Barry Evans

Weather, climate change, and transport: a review pp. 1341-1360

Stefan Gössling, Christoph Neger, Robert Steiger and Rainer Bell

Identifying areas of high drought risk in southwest Western Australia pp. 1361-1385

Amanda R. Bourne, John Bruce, Meredith M. Guthrie, Li-Ann Koh, Kaylene Parker, Stanley Mastrantonis and Igor Veljanoski

On the recent increase in Atlantic Ocean hurricane activity and influencing factors pp. 1387-1399

Sidha Sankalpa Moharana and Debadatta Swain

Preliminary insights from hydrological field monitoring for the evaluation of landslide triggering conditions over large areas pp. 1401-1426

Luca Schilirò, Gian Marco Marmoni, Matteo Fiorucci, Massimo Pecci and Gabriele Scarascia Mugnozza

Slope stability analysis based on convolutional neural network and digital twin pp. 1427-1443

Gongfa Chen, Wei Deng, Mansheng Lin and Jianbin Lv

Soil micromorphology for modeling spatial on landslide susceptibility mapping: a case study in Kelara Subwatershed, Jeneponto Regency of South Sulawesi, Indonesia pp. 1445-1462

Asmita Ahmad, Meutia Farida, Nirmala Juita and Muh Jayadi

Management scenarios for reducing waterlogging hazard in Valparaiso, Chile pp. 1463-1485

Fernando Esteban Mardonez Meza and Vladimir J. Alarcon

Natural hazards fatalities in Brazil, 1979–2019 pp. 1487-1514

Gabriela Couto, Alber Sanchez, Regina Célia Alvalá and Carlos Afonso Nobre

Agricultural drought disaster risk assessment in Shandong Province, China pp. 1515-1534

Wentong Yang, Liyuan Zhang and Chunlei Liang

Collaborative spatial information as an alternative data source for hydrodynamic model calibration: a Pernambuco State case study, Brazil pp. 1535-1559

Gabriel Araujo Oliveira, Ayane Aparecida Silva Ribeiro and José Almir Cirilo

Megalandslides and deglaciation: modelling of two case studies in the Central Andes pp. 1561-1572

Sergio A. Sepúlveda, Christian Tobar, Vannesa Rosales, Felipe Ochoa-Cornejo and Marisol Lara

Enhancing resilience and mobility services for vulnerable groups facing extreme weather: lessons learned from Snowstorm Uri in Harris County, Texas pp. 1573-1594

Peng Chen, Wei Zhai and Xiankui Yang

Analyzing rural people’s resilience in the face of floodwater: Evidence from Iran pp. 1595-1618

Ghadir Jalili-Bak, Masoud Bijani, Saeed Gholamrezai and Abdullah Momvandy

Unsupervised learning framework for region-based damage assessment on xBD, a large satellite imagery pp. 1619-1643

Prahlada V. Mittal, Rishabh Bafna and Ankush Mittal

Investigation of land-subsidence phenomenon and aquifer vulnerability using machine models and GIS technique pp. 1645-1671

Adel Ghasemi, Omid Bahmani, Samira Akhavan and Hamid Reza Pourghasemi

The reconstruction of the great 2020 torrential flood in Western Serbia pp. 1673-1688

Ana M. Petrović, Stanimir Kostadinov, Ratko Ristić, Ivan Novković and Ivan Radevski

Differences in factors determining landslide hazards among three types of landslides in Japan pp. 1689-1705

Yoshinori Shinohara and Yuta Watanabe

Nowcasting from space: tropical cyclones’ impacts on Fiji’s agriculture pp. 1707-1738

Ilan Noy, Elodie Blanc, Madhavi Pundit and Tomas Uher

Study on internal erosion and structural evolution mechanism of soil–rock mixture pp. 1739-1764

Xuesong Mao, Peichen Cai, Jing Fu and Zeyu Dai

Correction to: Modeling the potential genesis of tsunamis from below an accretionary prism and their potential impact: a case study along the eastern boundary of the Caribbean Plate pp. 1765-1765

Amin Rashidi, Denys Dutykh and Christian Beck

Volume 118, issue 1, 2023

Research progress of coarse-grained slip zone soil in China pp. 1-29

Zechuang Li and Pu Zhou

Dynamic determination of landslide stability and thrust force considering slip zone evolution pp. 31-53

Zongxing Zou, Tao Luo, Qinwen Tan, Junbiao Yan, Yinfeng Luo and Xinli Hu

Failure of engineering structures and associated geotechnical problems during the 2022 ML 6.8 Chihshang earthquake, Taiwan pp. 55-94

Yung-Yen Ko, Chi-Chin Tsai, Jin-Hung Hwang, Yu-Wei Hwang, Louis Ge and Min-Chien Chu

Study on the influence of fracture dip angle on mechanical and acoustic emission characteristics of deep granite pp. 95-116

Xiqi Liu, Gang Wang, Leibo Song, Rong Hu, Xiaoming Ma, Xiaoping Ou and Shiji Zhong

Seismic risk assessment of a large metropolitan area by means of simulated earthquakes pp. 117-153

Eliana Fischer, Giovanni Barreca, Annalisa Greco, Francesco Martinico, Alessandro Pluchino and Andrea Rapisarda

Spatiotemporal variations in drought and waterlogging and their effects on maize yields at different growth stages in Jilin Province, China pp. 155-180

Cailin Wang, Enliang Guo, Yongfang Wang, Buren Jirigala, Yao Kang and Ye Zhang

A data-driven analysis and optimization of the impact of prescribed fire programs on wildfire risk in different regions of the USA pp. 181-207

Esther Jose, Puneet Agarwal and Jun Zhuang

A comparative study of machine learning algorithms for the prediction of compressive strength of rice husk ash-based concrete pp. 209-238

Akshita Bassi, Aditya Manchanda, Rajwinder Singh and Mahesh Patel

Rockfall feature investigation and kinematic simulation based on nap-of-the-object photogrammetry and GIS spatial modeling pp. 239-262

Xude Li, Fu-zhen Liu, Li Zhao, Na Deng, Long Chen, Jing-shen Pan and Guo-qiang Tang

Assessment of the morphological characteristics of native plant species for shallow landslide prevention pp. 263-276

Laura Sanchez-Castillo, Edmar Melendez-Jaramillo, Miguel Angel Pequeño-Ledezma, Rafael Delgado-Martinez and Tetsuya Kubota

Modelling compound flooding: a case study from Jakarta, Indonesia pp. 277-305

William G. Bennett, Harshinie Karunarathna, Yunqing Xuan, Muhammad S. B. Kusuma, Mohammad Farid, Arno A. Kuntoro, Harkunti P. Rahayu, Benedictus Kombaitan, Deni Septiadi, Tri N. A. Kesuma, Richard Haigh and Dilanthi Amaratunga

Modeling the potential genesis of tsunamis from below an accretionary prism and their potential impact: a case study along the eastern boundary of the Caribbean Plate pp. 307-329

Amin Rashidi, Denys Dutykh and Christian Beck

The validity and reliability of the Turkish version of the psychological preparedness for disaster threat scale pp. 331-346

Ceren Türkdoğan Görgün, İlknur Koçak Şen and Jim McLennan

Liquefaction hazard mapping and relationship between probability of liquefaction and factor of safety for Kolkata city, India pp. 347-376

Srijani Sett, Kalyan Kumar Chattopadhyay and Ambarish Ghosh

Social media-based urban disaster recovery and resilience analysis of the Henan deluge pp. 377-405

Siqing Shan and Feng Zhao

New failure criterion for rock slopes with intermittent joints based on energy mutation pp. 407-425

Yu Zhou, Wenjun Lv, Zihan Zhou, Qiongqiong Tang, Guansheng Han, Jianshuai Hao, Weiqiang Chen and Faquan Wu

Evaluation of hydro-meteorological drought indices for characterizing historical droughts in the Mediterranean climate of Algeria pp. 427-453

Mohammed Achite, Ommolbanin Bazrafshan, Okan Mert Katipoğlu and Zahra Azhdari

High-resolution seismic characterization of post-glacial subaqueous mass movements in the Beagle Channel (Tierra del Fuego, Argentina): dynamics and tsunami hazard implications pp. 455-477

Donaldo Mauricio Bran, Fermín Palma, Sebastián Principi, Emanuele Lodolo, Luca Baradello, Jorge Gabriel Lozano and Alejandro Alberto Tassone

Application of spectral analysis to the reservoir-triggered earthquakes in Three Gorges reservoir region, China pp. 479-494

Lifen Zhang, Kalpna Gahalaut, Wulin Liao, Yannan Zhao, Yunsheng Yao, Jinggang Li, Weibing Qin, Guichun Wei and Ziyan Zhou

Transparent soil model test and numerical study on the effect of adjacent spring on the stability of tunnel face in composite strata pp. 495-524

Shaokun Ma, Hongye Wei, Zhibo Duan, Ying Liu, Zhen Huang, Benfu He and Zhang Zhou

Risk assessment and spatial regulation on urban ground collapse based on geo-detector: a case study of Hangzhou urban area pp. 525-543

Xiaoyi Zhang, Yichen Ruan, Weihao Xuan, Haijun Bao and Zhenhong Du

Predicting the magnitude of injection-induced earthquakes using machine learning techniques pp. 545-570

Javad N. Rashidi and Mehdi Ghassemieh

A long-term view of tropical cyclone risk in Australia pp. 571-588

Thomas R. Mortlock, Jonathan Nott, Ryan Crompton and Valentina Koschatzky

Hazard assessment of rainstorm-geohazard disaster chain based on multiple scenarios pp. 589-610

Qiyuan Wang and Jundong Hou

Natural disasters, resilience-building, and risk: achieving sustainable cities and human settlements pp. 611-640

Muhammad Tariq Iqbal Khan, Sofia Anwar, Samuel Asumadu Sarkodie, Muhammad Rizwan Yaseen, Abdul Majeed Nadeem and Qamar Ali

Smallholders’ climate change adaptation strategies on the eastern Tibetan Plateau pp. 641-667

Xinjun He, Anyi Huang, Jianzhong Yan, Hong Zhou, Ya Wu, Liang Emlyn Yang and Basanta Paudel

Probabilistic assessment of seismically triggered landslide hazard for Uttarakhand (India) in the Western Himalayas pp. 669-689

Kunal Gupta, Neelima Satyam and Vaasu Gupta

A time-series InSAR processing chain for wide-area geohazard identification pp. 691-707

Zhike Zhang, Ping Duan, Jia Li, Deying Chen, Kang Peng and Chengpeng Fan

Patterns of influence of different landslide boundaries and their spatial shapes on the uncertainty of landslide susceptibility prediction pp. 709-727

Yin Xing, Saipeng Huang, Jianping Yue, Yang Chen, Wei Xie, Peng Wang, Yunfei Xiang and Yiqun Peng

MSC-1DCNN-based homogeneous slope stability state prediction method integrated with empirical data pp. 729-753

He Jia, Sherong Zhang, Chao Wang, Xiaohua Wang, Zhonggang Ma and Yaosheng Tan

Evaluation of potential flood hazard through spatial zoning in Acha–Arica, northern Chile, integrating GIS, multi-criteria analysis and two-dimensional numerical simulation pp. 755-783

Oscar Corvacho-Ganahín, Mauricio González-Pacheco, Marcos Francos and Filipe Carvalho

The influence of risk perception on climate change communication behavior: a dual perspective of psychological distance and environmental values pp. 785-806

Meifen Wu, Ruyin Long, Hong Chen and Jiaqi Wang

Probabilistic estimation of earthquake source location and magnitude using inverse analysis of regional paleoliquefaction studies pp. 807-841

Aparna Kanth, Nitarani Bishoyi and Ritesh Kumar

Coseismic deformation and source characterisation of the 21 June 2022 Afghanistan earthquake using dual-pass DInSAR pp. 843-857

Priyom Roy, Tapas R. Martha, K. Vinod Kumar and Prakash Chauhan

Probable maximum tropical cyclone parameters for east and west coast of India pp. 859-866

Si Han Li and Suresh Kumar

Reply to discussion of “Probable maximum tropical cyclone parameters for east and west coast of India” by Li and Kumar (2023) pp. 867-870

D. Satish Kumar, Manasa Ranjan Behera, Saikrishna Nadella and A. Vinod Kumar

Correction to: Flood, landslides, forest fire, and earthquake susceptibility maps using machine learning techniques and their combination pp. 871-874

Hamid Reza Pourghasemi, Soheila Pouyan, Mojgan Bordbar, Foroogh Golkar and John J. Clague