Articles | Volume 18, issue 6
https://doi.org/10.5194/nhess-18-1599-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-18-1599-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
12 Jun 2018
Research article |
| 12 Jun 2018
| 12 Jun 2018
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback
Pratik Chaturvedi
CORRESPONDING AUTHOR
Applied Cognitive Science Laboratory, Indian Institute of
Technology, Mandi 175005, India
Defence Terrain Research
Laboratory, Defence Research and Development Organization,
Delhi 110054, India
Akshit Arora
Applied Cognitive Science Laboratory, Indian Institute of
Technology, Mandi 175005, India
Computer Science and Engineering Department,
Thapar University, Patiala 147004, India
Varun Dutt
Applied Cognitive Science Laboratory, Indian Institute of
Technology, Mandi 175005, India
Related authors
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Sukh Sagar Shukla, Jaya Dhanya, Praveen Kumar, Priyanka, and Varun Dutt
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-129, https://doi.org/10.5194/nhess-2024-129, 2024
Revised manuscript under review for NHESS
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Earthquakes are among the most disastrous natural calamities due to the release of accumulated strain energy from continuous tectonic movements. It has potential of causing havoc both in terms of economic losses and loss of life. This paper presents a methodology to predict the earthquake in terms of seismic energy release for global region using ensembled machine learning technique and then same approach is tested for one of the most seismic active region of the world i.e., Western Himalayas.
Praveen Kumar, Priyanka Priyanka, Kala Venkata Uday, and Varun Dutt
Nat. Hazards Earth Syst. Sci., 24, 1913–1928, https://doi.org/10.5194/nhess-24-1913-2024, https://doi.org/10.5194/nhess-24-1913-2024, 2024
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Our study focuses on predicting soil movement to mitigate landslide risks. We develop machine learning models with oversampling techniques to address the class imbalance in monitoring data. The dynamic ensemble model with K-means SMOTE (synthetic minority oversampling technique) achieves high precision, high recall, and a high F1 score. Our findings highlight the potential of these models with oversampling techniques to improve soil movement predictions in landslide-prone areas.
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Nat. Hazards Earth Syst. Sci., 25, 49–76, https://doi.org/10.5194/nhess-25-49-2025, https://doi.org/10.5194/nhess-25-49-2025, 2025
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Gabriela Guimarães Nobre, Jamie Towner, Bernardino Nhantumbo, Célio João da Conceição Marcos Matuele, Isaias Raiva, Massimiliano Pasqui, Sara Quaresima, and Rogério Manuel Lemos Pereira Bonifácio
Nat. Hazards Earth Syst. Sci., 24, 4661–4682, https://doi.org/10.5194/nhess-24-4661-2024, https://doi.org/10.5194/nhess-24-4661-2024, 2024
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Elisabeth Schoepfer, Jörn Lauterjung, Torsten Riedlinger, Harald Spahn, Juan Camilo Gómez Zapata, Christian D. León, Hugo Rosero-Velásquez, Sven Harig, Michael Langbein, Nils Brinckmann, Günter Strunz, Christian Geiß, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci., 24, 4631–4660, https://doi.org/10.5194/nhess-24-4631-2024, https://doi.org/10.5194/nhess-24-4631-2024, 2024
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Sébastien Dujardin, Dorian Arifi, Sebastian Schmidt, Catherine Linard, and Bernd Resch
EGUsphere, https://doi.org/10.5194/egusphere-2024-3255, https://doi.org/10.5194/egusphere-2024-3255, 2024
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Our research explores how social media can help understand public responses to floods, focusing on the 2021 Western European flood. By analysing flood-related topics on social media, we found that conversations varied depending on the location and impact of the flood, with in-disaster concerns emerging in severely affected upstream areas and post-disaster discussions in less affected regions. This shows the potential of social media for better disaster coordination along border crossing rivers.
Luciano Pavesi, Elena Volpi, and Aldo Fiori
Nat. Hazards Earth Syst. Sci., 24, 4507–4522, https://doi.org/10.5194/nhess-24-4507-2024, https://doi.org/10.5194/nhess-24-4507-2024, 2024
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Several sources of uncertainty affect flood risk estimation for reliable assessment for investment, insurance and risk management. Here, we consider the uncertainty of large-scale flood hazard modeling, providing a range of risk values that show significant variability depending on geomorphic factors and land use types. This allows for identifying the critical points where single-value estimates may underestimate the risk and the areas of vulnerability for prioritizing risk reduction efforts.
Tzu-Hsin Karen Chen, Kuan-Hui Elaine Lin, Thung-Hong Lin, Gee-Yu Liu, Chin-Hsun Yeh, and Diana Maria Ceballos
Nat. Hazards Earth Syst. Sci., 24, 4457–4471, https://doi.org/10.5194/nhess-24-4457-2024, https://doi.org/10.5194/nhess-24-4457-2024, 2024
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This study shows migration patterns to be a critical factor in seismic fatalities. Analyzing the Chi-Chi earthquake in Taiwan, we find that lower income and a higher indigenous population at migrants' origins are correlated with higher fatalities at their destinations. This underscores the need for affordable and safe housing on the outskirts of megacities, where migrants from lower-income and historically marginalized groups are more likely to reside due to precarious employment conditions.
Kushagra Pandey, Jens A. de Bruijn, Hans de Moel, W. J. Wouter Botzen, and Jeroen C. J. H. Aerts
Nat. Hazards Earth Syst. Sci., 24, 4409–4429, https://doi.org/10.5194/nhess-24-4409-2024, https://doi.org/10.5194/nhess-24-4409-2024, 2024
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As sea levels rise, coastal areas will experience more frequent flooding, and salt water will start seeping into the soil, which is a serious issue for farmers who rely on good soil quality for their crops. Here, we studied coastal Mozambique to understand the risks from sea level rise and flooding by looking at how salt intrusion affects farming and how floods damage buildings. We find that 15 %–21 % of coastal households will adapt and 13 %–20 % will migrate to inland areas in the future.
Saskia Arndt and Stefan Heiland
Nat. Hazards Earth Syst. Sci., 24, 4369–4383, https://doi.org/10.5194/nhess-24-4369-2024, https://doi.org/10.5194/nhess-24-4369-2024, 2024
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This study provides an overview of the current status of climate change adaptation in plans for water management, spatial planning and landscape planning in the Spree river basin. Only 39 % of 28 plans analysed specify objectives and measures for adaptation to climate change. To fill this gap, more frequent updates of plans, a stronger focus on multifunctional measures, and the adaptation of best-practice examples for systematic integration of climate change impacts and adaptation are needed.
Laura T. Massano, Giorgia Fosser, Marco Gaetani, and Cécile Caillaud
Nat. Hazards Earth Syst. Sci., 24, 4293–4315, https://doi.org/10.5194/nhess-24-4293-2024, https://doi.org/10.5194/nhess-24-4293-2024, 2024
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Traditional wine-growing regions are threatened by expected climate change. Climate models and observations are used to calculate bioclimatic indices based on both temperature and precipitation. These indices are correlated with grape productivity in two wine-growing regions in Italy. This analysis paves the way for using climate models to study how climate change will affect wine production in the future.
María-Paz Reyes-Hardy, Luigia Sara Di Maio, Lucia Dominguez, Corine Frischknecht, Sébastien Biass, Leticia Freitas Guimarães, Amiel Nieto-Torres, Manuela Elissondo, Gabriela Pedreros, Rigoberto Aguilar, Álvaro Amigo, Sebastián García, Pablo Forte, and Costanza Bonadonna
Nat. Hazards Earth Syst. Sci., 24, 4267–4291, https://doi.org/10.5194/nhess-24-4267-2024, https://doi.org/10.5194/nhess-24-4267-2024, 2024
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The Central Volcanic Zone of the Andes (CVZA) spans four countries with 59 volcanoes. We identify those with the most intense and frequent eruptions and the highest potential impact that require risk mitigation actions. Using multiple risk factors, we encourage the use of regional volcanic risk assessments to analyse the level of preparedness especially of transboundary volcanoes. We hope that our work will motivate further collaborative studies and promote cooperation between CVZA countries.
Mario A. Salgado-Gálvez, Mario Ordaz, Benjamín Huerta, Osvaldo Garay, Carlos Avelar, Ettore Fagà, Mohsen Kohrangi, Paola Ceresa, Georgios Triantafyllou, and Ulugbek T. Begaliev
Nat. Hazards Earth Syst. Sci., 24, 3851–3868, https://doi.org/10.5194/nhess-24-3851-2024, https://doi.org/10.5194/nhess-24-3851-2024, 2024
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Central Asia is prone to earthquake losses, which can heavily impact different types of assets. This paper presents the details of a probabilistic earthquake risk model which made use of a regionally consistent approach to assess feasible earthquake losses in five countries. Results are presented in terms of commonly used risk metrics, which are aimed at facilitating a policy dialogue regarding different disaster risk management strategies, from risk mitigation to disaster risk financing.
Zhuyu Yang, Bruno Barroca, Ahmed Mebarki, Katia Laffréchine, Hélène Dolidon, and Lionel Lilas
Nat. Hazards Earth Syst. Sci., 24, 3723–3753, https://doi.org/10.5194/nhess-24-3723-2024, https://doi.org/10.5194/nhess-24-3723-2024, 2024
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To integrate resilience assessment into practical management, this study designs a step-by-step guide that enables managers of critical infrastructure (CI) to create specific indicator systems tailored to real cases. This guide considers the consequences of hazards to CI and the cost–benefit analysis and side effects of implementable actions. The assessment results assist managers, as they are based on a multi-criterion framework that addresses several factors valued in practical management.
Natalie Piazza, Luca Malanchini, Edoardo Nevola, and Giorgio Vacchiano
Nat. Hazards Earth Syst. Sci., 24, 3579–3595, https://doi.org/10.5194/nhess-24-3579-2024, https://doi.org/10.5194/nhess-24-3579-2024, 2024
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Natural disturbances are projected to intensify in the future, threatening our forests and their functions such as wood production, protection against natural hazards, and carbon sequestration. By assessing risks to forests from wind and fire damage, alongside the vulnerability of carbon, it is possible to prioritize forest stands at high risk. In this study, we propose a novel methodological approach to support climate-smart forest management and inform better decision-making.
Peng Zou, Gang Luo, Yuzhang Bi, and Hanhua Xu
Nat. Hazards Earth Syst. Sci., 24, 3497–3517, https://doi.org/10.5194/nhess-24-3497-2024, https://doi.org/10.5194/nhess-24-3497-2024, 2024
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The pile–slab retaining wall, an innovative rockfall shield, is widely used in China's western mountains. However, its dynamic impact response and resistance remain unclear due to structural complexity. A comprehensive dynamic analysis of the structure, under various impacts, was done using the finite-element method. The maximum impact energy that the structure can withstand is 905 kJ, and various indexes were obtained.
Jamir Priesner, Boris Sakschewski, Maik Billing, Werner von Bloh, Sebastian Fiedler, Sarah Bereswill, Kirsten Thonicke, and Britta Tietjen
EGUsphere, https://doi.org/10.5194/egusphere-2024-3066, https://doi.org/10.5194/egusphere-2024-3066, 2024
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Our simulations suggest that increased drought frequencies lead to a drastic reduction in biomass in pine monoculture and mixed forest. Mixed forest eventually recovered, as long as drought frequencies was not too high. The higher resilience of mixed forests was due to higher adaptive capacity. After adaptation mixed forests were mainly composed of smaller, broad-leaved trees with higher wood density and slower growth.This would have strong implications for forestry and other ecosystem services.
Cassiano Bastos Moroz and Annegret H. Thieken
Nat. Hazards Earth Syst. Sci., 24, 3299–3314, https://doi.org/10.5194/nhess-24-3299-2024, https://doi.org/10.5194/nhess-24-3299-2024, 2024
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We evaluate the influence of urban processes on the impacts of the 2023 disaster that hit the North Coast of São Paulo, Brazil. The impacts of the disaster were largely associated with rapid urban expansion over the last 3 decades, with a recent occupation of risky areas. Moreover, lower-income neighborhoods were considerably more severely impacted, which evidences their increased exposure to such events. These results highlight the strong association between disaster risk and urban poverty.
Elin Stenfors, Malgorzata Blicharska, Thomas Grabs, and Claudia Teutschbein
EGUsphere, https://doi.org/10.5194/egusphere-2024-2726, https://doi.org/10.5194/egusphere-2024-2726, 2024
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Utilizing a survey including respondents from seven societal sectors, the role of water dependency for drought vulnerability was explored. Differences were found in the perceived impact of vulnerability factors on drought risk in relation to water dependency (i.e., dependency on either soil moisture, or groundwater and surface water). The results highlight the importance of accounting for water dependency, and to clearly define the drought hazard, in drought vulnerability or risk assessments.
Ilyas Masih
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-163, https://doi.org/10.5194/nhess-2024-163, 2024
Revised manuscript accepted for NHESS
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This study evaluates twelve drought policy and planning guidelines for their alignment with the four priority areas of the SENDAI Framework. The guidelines do not align very well with the contemporary disaster risk reduction agenda. The study highlights strengths, weaknesses, opportunities and threats, and provides useful insights to develop next generation of drought guidelines.
Andra-Cosmina Albulescu and Iuliana Armaș
Nat. Hazards Earth Syst. Sci., 24, 2895–2922, https://doi.org/10.5194/nhess-24-2895-2024, https://doi.org/10.5194/nhess-24-2895-2024, 2024
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This study delves into the dynamics of vulnerability within a multi-hazard context, proposing an enhanced impact-chain-based framework that analyses the augmentation of vulnerability. The case study refers to the flood events and the COVID-19 pandemic that affected Romania (2020–2021). The impact chain shows that (1) the unforeseen implications of impacts, (2) the wrongful action of adaptation options, and (3) inaction can form the basis for increased vulnerability.
Mansi Nagpal, Jasmin Heilemann, Luis Samaniego, Bernd Klauer, Erik Gawel, and Christian Klassert
EGUsphere, https://doi.org/10.5194/egusphere-2024-2585, https://doi.org/10.5194/egusphere-2024-2585, 2024
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This study measures the direct effects of droughts in association with other extreme weather events on agriculture in Germany at district level. Using a statistical yield model, we quantify the direct impact of extremes on crop yields and farm revenues. Extreme events during drought cause an average annual damage of €781 million, accounting for 45 % of reported revenue losses. The insights can help develop better strategies for managing and mitigating the effects of future climate extremes.
Marie-Luise Zenker, Philip Bubeck, and Annegret H. Thieken
Nat. Hazards Earth Syst. Sci., 24, 2837–2856, https://doi.org/10.5194/nhess-24-2837-2024, https://doi.org/10.5194/nhess-24-2837-2024, 2024
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Despite the visible flood damage, mental health is a growing concern. Yet, there is limited data in Germany on mental health impacts after floods. A survey in a heavily affected region revealed that 28 % of respondents showed signs of post-traumatic stress disorder 1 year later. Risk factors include gender, serious injury or illness due to flooding, and feeling left alone to cope with impacts. The study highlights the need for tailored mental health support for flood-affected populations.
Kai Schröter, Pia-Johanna Schweizer, Benedikt Gräler, Lydia Cumiskey, Sukaina Bharwani, Janne Parviainen, Chahan Kropf, Viktor Wattin Hakansson, Martin Drews, Tracy Irvine, Clarissa Dondi, Heiko Apel, Jana Löhrlein, Stefan Hochrainer-Stigler, Stefano Bagli, Levente Huszti, Christopher Genillard, Silvia Unguendoli, and Max Steinhausen
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-135, https://doi.org/10.5194/nhess-2024-135, 2024
Revised manuscript accepted for NHESS
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With the increasing negative impacts of extreme weather events globally, it's crucial to align efforts to manage disasters with measures to adapt to climate change. We identify challenges in systems and organizations working together. We suggest that collaboration across various fields is essential and propose an approach to improve collaboration, including a framework for better stakeholder engagement and an open-source data system that helps gather and connect important information.
Anna Buch, Dominik Paprotny, Kasra Rafiezadeh Shahi, Heidi Kreibich, and Nivedita Sairam
EGUsphere, https://doi.org/10.5194/egusphere-2024-2340, https://doi.org/10.5194/egusphere-2024-2340, 2024
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Many households in Vietnam depend on revenues from microbusinesses (shop-houses). However, losses caused by regular flooding to the microbusinesses are not modelled. Business turnover, building age and water depth are found to be the main drivers of flood losses to microbusinesses. We built and validated probabilistic models (Non-parametric Bayesian Networks) that estimate flood losses to microbusinesses. The results help in flood risk management and adaption decision making for microbusinesses.
Mohsen Ghafory-Ashtiany and Hooman Motamed
Nat. Hazards Earth Syst. Sci., 24, 2707–2726, https://doi.org/10.5194/nhess-24-2707-2024, https://doi.org/10.5194/nhess-24-2707-2024, 2024
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Iranian insurers have been offering earthquake coverage since the 1990s. However, despite international best practices, they still do not use modern methods for risk pricing and management. As such, they seem to be accumulating seismic risk over time. This paper examines the viability of this market in Iran by comparing the local market practices with international best practices in earthquake risk pricing (catastrophe modeling) and insurance risk management (European Solvency II regime).
Pujun Liang, Jie Yin, Dandan Wang, Yi Lu, Yuhan Yang, Dan Gao, and Jianfeng Mai
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-88, https://doi.org/10.5194/nhess-2024-88, 2024
Revised manuscript accepted for NHESS
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Addressing coastal city flood risks, this article examines relief logistics planning, employing a GIS-network analysis and optimization model to minimize costs and dissatisfaction. The investigation, grounded in Shanghai's emergency infrastructure and flood relief logistics framework, presents feasible distribution strategies. Meanwhile, the case study indicates that the supply levels of Emergency Flood Shelters and Emergency Reserve Warehouses vary in different coastal flood scenarios.
Silvia De Angeli, Lorenzo Villani, Giulio Castelli, Maria Rusca, Giorgio Boni, Elena Bresci, and Luigi Piemontese
EGUsphere, https://doi.org/10.5194/egusphere-2024-2207, https://doi.org/10.5194/egusphere-2024-2207, 2024
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Despite droughts are deeply intertwined within sociohydrological systems, traditional top-down approaches often ignore those directly affected. By integrating insights from five research fields, we present a framework to guide the co-creation of knowledge for drought impact assessment. Emphasizing social dynamics and power imbalances, the framework guides a more inclusive approach to drought assessment and adaptation.
Javier Revilla Diez, Roxana Leitold, Van Tran, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 24, 2425–2440, https://doi.org/10.5194/nhess-24-2425-2024, https://doi.org/10.5194/nhess-24-2425-2024, 2024
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Micro-businesses, often overlooked in adaptation research, show surprising willingness to contribute to collective adaptation despite limited finances and local support. Based on a study in Ho Chi Minh City in Vietnam, approximately 70 % are ready for awareness campaigns, and 39 % would provide financial support if costs were shared. These findings underscore the need for increased involvement of micro-businesses in local adaptation plans to enhance collective adaptive capacity.
Kang He, Qing Yang, Xinyi Shen, Elias Dimitriou, Angeliki Mentzafou, Christina Papadaki, Maria Stoumboudi, and Emmanouil N. Anagnostou
Nat. Hazards Earth Syst. Sci., 24, 2375–2382, https://doi.org/10.5194/nhess-24-2375-2024, https://doi.org/10.5194/nhess-24-2375-2024, 2024
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About 820 km2 of agricultural land was inundated in central Greece due to Storm Daniel. A detailed analysis revealed that the crop most affected by the flooding was cotton; the inundated area of more than 282 km2 comprised ~ 30 % of the total area planted with cotton in central Greece. In terms of livestock, we estimate that more than 14 000 ornithoids and 21 500 sheep and goats were affected. Consequences for agriculture and animal husbandry in Greece are expected to be severe.
Hannes Lauer, Carmeli Marie C. Chaves, Evelyn Lorenzo, Sonia Islam, and Jörn Birkmann
Nat. Hazards Earth Syst. Sci., 24, 2243–2261, https://doi.org/10.5194/nhess-24-2243-2024, https://doi.org/10.5194/nhess-24-2243-2024, 2024
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In many urban areas, people face high exposure to hazards. Resettling them to safer locations becomes a major strategy, not least because of climate change. This paper dives into the success factors of government-led resettlement in Manila and finds surprising results which challenge the usual narrative and fuel the conversation on resettlement as an adaptation strategy. Contrary to expectations, the location – whether urban or rural – of the new home is less important than safety from floods.
Marina Batalini de Macedo, Marcos Roberto Benso, Karina Simone Sass, Eduardo Mario Mendiondo, Greicelene Jesus da Silva, Pedro Gustavo Câmara da Silva, Elisabeth Shrimpton, Tanaya Sarmah, Da Huo, Michael Jacobson, Abdullah Konak, Nazmiye Balta-Ozkan, and Adelaide Cassia Nardocci
Nat. Hazards Earth Syst. Sci., 24, 2165–2173, https://doi.org/10.5194/nhess-24-2165-2024, https://doi.org/10.5194/nhess-24-2165-2024, 2024
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With climate change, societies increasingly need to adapt to deal with more severe droughts and the impacts they can have on food production. To make better adaptation decisions, drought resilience indicators can be used. To build these indicators, surveys with experts can be done. However, designing surveys is a costly process that can influence how experts respond. In this communication, we aim to deal with the challenges encountered in the development of surveys to help further research.
Nimra Iqbal, Marvin Ravan, Zina Mitraka, Joern Birkmann, Sue Grimmond, Denise Hertwig, Nektarios Chrysoulakis, Giorgos Somarakis, and Angela Wendnagel-Beck
EGUsphere, https://doi.org/10.5194/egusphere-2024-1907, https://doi.org/10.5194/egusphere-2024-1907, 2024
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This work deepens the understanding of how perceived heat stress, human vulnerability (e.g. age, income) and adaptive capacities (e.g. green, shaded spaces) are coupled with urban structures. The results show that perceived heat stress decreases with distance from urban center, however, human vulnerability and adaptive capacities depend stronger on inner-variations and differences between urban structures. Planning policies and adaptation strategies should account for these differences.
Vakhitkhan Alikhanovich Ismailov, Sharofiddin Ismatullayevich Yodgorov, Akhror Sabriddinovich Khusomiddinov, Eldor Makhmadiyorovich Yadigarov, Bekzod Uktamovich Aktamov, and Shuhrat Bakhtiyorovich Avazov
Nat. Hazards Earth Syst. Sci., 24, 2133–2146, https://doi.org/10.5194/nhess-24-2133-2024, https://doi.org/10.5194/nhess-24-2133-2024, 2024
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For the basis of seismic risk assessment, maps of seismic intensity increment and an improved map of seismic hazard have been developed, taking into account the engineering-geological conditions of the territory of Uzbekistan and the seismic characteristics of soils. For seismic risk map development, databases were created based on geographic information system platforms, allowing us to systematize and evaluate the regional distribution of information.
Cited articles
Anbalagan, R.: Landslide hazard evaluation and zonation mapping in
mountainous terrain, Eng. Geol., 32, 269–277,
https://doi.org/10.1016/0013-7952(92)90053-2, 1992.
Baumeister, R., Vohs, K., and Tice, D.: The Strength Model of Self-Control,
Curr. Dir. Psychol. Sci., 16, 351–355, https://doi.org/10.1111/j.1467-8721.2007.00534.x,
2007.
Becker, J., Paton, D., Johnston, D., and Ronan, K.: Salient Beliefs About
Earthquake Hazards and Household Preparedness, Risk Anal., 33, 1710–1727,
https://doi.org/10.1111/risa.12014, 2013.
Bossaerts, P. and Murawski, C.: From behavioural economics to neuroeconomics
to decision neuroscience: the ascent of biology in research on human decision
making, Curr. Opin. Behav. Sci., 5, 37–42, 2015.
Census (Census2011.co.in): Mandi District Population Census 2011, Himachal Pradesh
literacy sex ratio and density, available at:
http://www.census2011.co.in/census/district/233-mandi.html (last
access: 18 March 2018), 2011.
Chaturvedi, P. and Dutt, V.: Evaluating the Public Perceptions of Landslide
Risks in the Himalayan Mandi Town, in: Proceedings of the Human Factors and
Ergonomics Society Annual Meeting, Los Angeles, USA, 26–30 October 2015,
1491–1495, 2015.
Chaturvedi, P., Dutt, V., Jaiswal, B., Tyagi, N., Sharma, S., Mishra, S.,
Dhar, S., and Joglekar, P.: Remote Sensing Based Regional Landslide Risk
Assessment, Int. J. Emerg. Tr. Electr. Electron., 10, 135–140, 2014.
Chaturvedi, P., Arora, A., and Dutt, V.: Interactive Landslide Simulator: A
Tool for Landslide Risk Assessment and Communication, in: Advances in Applied
Digital Human Modeling and Simulation, AISC Reprint Series, 481, Springer,
Cham, Switzerland, 231–243, 2017.
Clerici, A., Perego, S., Tellini, C., and Vescovi, P.: A procedure for
landslide susceptibility zonation by the conditional analysis method,
Geomorphology, 48, 349–364, https://doi.org/10.1016/s0169-555x(02)00079-x, 2002.
Dai, F., Lee, C., and Ngai, Y.: Landslide risk assessment and management: an
overview, Eng. Geol., 64, 65–87, https://doi.org/10.1016/s0013-7952(01)00093-x, 2002.
De Martino, B., Kumaran, D., Seymour, B., and Dolan, R. J.: Frames, biases,
and rational decision-making in the human brain, 313, 684–687, 2006.
Dutt, V. and Gonzalez, C.: Why Do We Want to Delay Actions on Climate Change?
Effects of Probability and Timing of Climate Consequences, J. Behav. Decis.
Making, 25, 154–164, https://doi.org/10.1002/bdm.721, 2010.
Dutt, V. and Gonzalez, C.: Human control of climate change, Climatic Change,
111, 497–518, https://doi.org/10.1007/s10584-011-0202-x, 2011.
Dutt, V. and Gonzalez, C.: Decisions from experience reduce misconceptions
about climate change, J. Environ. Psych., 32, 19–29,
https://doi.org/10.1016/j.jenvp.2011.10.003, 2012.
Fischer, C.: Feedback on household electricity consumption: a tool for saving
energy? Energ. Effic., 1, 79–104, https://doi.org/10.1007/s12053-008-9009-7, 2008.
Finucane, M., Alhakami, A., Slovic, P., and Johnson, S.: The affect heuristic
in judgments of risks and benefits, J. Behav. Decis. Making, 13, 1–17,
https://doi.org/10.1002/(sici)1099-0771(200001/03)13:1<1::aid-bdm333>3.0.co;2-s,
2000.
Forbes, K. and Broadhead, J.: Forests and landslides: The Role of Trees and
Forests in the Prevention of Landslides and Rehabilitation of
Landslide-Affected Areas in Asia, Technical Report #2, FAO, Bangkok,
Thailand, 2013.
Frodella, W., Salvatici, T., Pazzi, V., Morelli, S., and Fanti, R.: GB-InSAR
monitoring of slope deformations in a mountainous area affected by debris
flow events, Nat. Hazards Earth Syst. Sci., 17, 1779–1793,
https://doi.org/10.5194/nhess-17-1779-2017, 2017.
Gigerenzer, G. and Selten, R. (Eds.): Bounded rationality: The adaptive
toolbox, MIT press, Cambridge, MA, 2002.
Glade, T., Anderson, M., and Crozier, M.: Landslide hazard and risk, J.
Wiley, Chichester, England, 2005.
Gonzalez, C. and Dutt, V.: A generic dynamic control task for behavioral
research and education, Comput. Hum. Behav., 27, 1904–1914,
https://doi.org/10.1016/j.chb.2011.04.015, 2011a.
Gonzalez, C. and Dutt, V.: Instance-based learning: Integrating sampling and
repeated decisions from experience., Psychol. Rev., 118, 523–551,
https://doi.org/10.1037/a0024558, 2011b.
Grasso, V. F. and Singh, A.: Early Warning Systems: State-of-Art Analysis and
Future Directions, UNEP, Nairobi, Kenya, In Depth Report, 2009.
Hasson, R., Löfgren, Å., and Visser, M.: Climate change in a public
goods game: Investment decision in mitigation versus adaptation, Ecol. Econ.,
70, 331–338, https://doi.org/10.1016/j.ecolecon.2010.09.004, 2010.
Himachal (Himachal.nic.in): Compendium of Rules, Instructions and Clarifications
relating to Section 118 of the H.P. Tenancy & Land Reforms Act, 1972.
available at:
http://himachal.nic.in/WriteReadData/l892s/13_l892s/3618435Section118-Compendium.pdf
(last access: 18 March 2018), 2012.
Hong, Y., Adler, R., and Huffman, G.: Evaluation of the potential of NASA
multi-satellite precipitation analysis in global landslide hazard assessment,
Geophys. Res. Lett., 33, L22402, https://doi.org/10.1029/2006GL028010, 2006.
Hpsdma (Hpsdma.nic.in): District Disaster Management Plan-District Mandi, available
at: http://hpsdma.nic.in/DisasterManagement/Mandi.pdf (last access:
18 March 2018), 2017.
ICICI (Icicilombard.com): Natural Disasters India, available at:
https://www.icicilombard.com/insurance-information/travel-insurance-info/article/worst-natural-disasters-in-recent-times-in-india-and-their-impact
(last access: 8 March 2018), 2018.
Intrieri, E., Bardi, F., Fanti, R., Gigli, G., Fidolini, F., Casagli, N.,
Costanzo, S., Raffo, A., Di Massa, G., Capparelli, G., and Versace, P.: Big
data managing in a landslide early warning system: experience from a
ground-based interferometric radar application, Nat. Hazards Earth Syst.
Sci., 17, 1713–1723, https://doi.org/10.5194/nhess-17-1713-2017, 2017.
Kahlon, S., Chandel, V. B. S., and Brar, K. K.: Landslides in Himalayan
mountains: a study of Himachal Pradesh, India, Int. J. IT Eng. Appl. Sci.
Res., 3, 28–34, 2014.
Kahneman, D. and Tversky, A.: Prospect theory: An analysis of decisions under
risk, Econometrica, 47, 263–292, https://doi.org/10.2307/1914185, 1979.
Knutti, R.: Probabilistic climate change projections for CO2
stabilization profiles, Geophys. Res. Lett., 32, L20707,
https://doi.org/10.1029/2005gl023294, 2005.
Margottini, C., Canuti, P., and Sassa, K. (Eds.): Landslide Science and
Practice, 1st edition, Springer-Verlag Berlin Heidelberg, Germany, 685 pp.,
2011.
Mathew, J., Babu, D. G., Kundu, S., Kumar, K. V., and Pant, C. C.:
Integrating intensity–duration-based rainfall threshold and antecedent
rainfall-based probability estimate towards generating early warning for
rainfall-induced landslides in parts of the Garhwal Himalaya, India,
Landslides, 11, 575–588, https://doi.org/10.1007/s10346-013-0408-2, 2013.
Meissen, U. and Voisard, A.: Increasing the Effectiveness of Early Warning
via Context-aware Alerting, in: Proceedings of the 5th International
Information Systems for Crisis Response and Management Conference,
Washington, USA, 431–440, 2008.
Montrasio, L., Valentino, R., and Losi, G. L.: Towards a real-time
susceptibility assessment of rainfall-induced shallow landslides on a
regional scale, Nat. Hazards Earth Syst. Sci., 11, 1927–1947,
https://doi.org/10.5194/nhess-11-1927-2011, 2011.
Osuret, J., Atuyambe, L. M., Mayega, R. W., Ssentongo, J., Tumuhamye, N.,
Bua, G. M., Tuhebwe, D., and Bazeyo, W.: Coping Strategies for Landslide and
Flood Disasters: A Qualitative Study of Mt. Elgon Region, Uganda, PLoS
Currents, 8, 1,
https://doi.org/10.1371/currents.dis.4250a225860babf3601a18e33e172d8b,
2016.
Oven, K.: Landscape, Livelihoods and Risk: community vulnerability to
landslides in Nepal, PhD Thesis, Durham University, Durham, UK, 2009.
Parkash, S.: Historical records of socio-economically significant landslides
in India, J. South Asia Disaster Studies, 4, 177–204, 2011.
Patra, P. and Devi, R.: Assessment, prevention and mitigation of landslide
hazard in the Lesser Himalaya of Himachal Pradesh, Environmental &
Socio-economic Studies, 3, 1–11, 2015.
Quansah, J. E., Engel, B., and Rochon, G. L.: Early warning systems: a
review, Journal of Terrestrial Observation, 2, 5,
https://docs.lib.purdue.edu/jto/vol2/iss2/art5, 2010.
Reder, A., Rianna, G., and Pagano, L.: Physically based approaches
incorporating evaporation for early warning predictions of rainfall-induced
landslides, Nat. Hazards Earth Syst. Sci., 18, 613–631,
https://doi.org/10.5194/nhess-18-613-2018, 2018.
Reis, H. and Judd, C.: of research methods in social and personality
psychology, Cambridge University Press, Handbook New York, USA, 2013.
Rogers, D. and Tsirkunov, V.: Implementing Hazard Early Warning Systems,
Global Facility for Disaster Reduction and Recovery, Tokyo, Japan, Open File
Rep. 11-03, 47 pp., 2011.
Schultz, P. W., Nolan, J. M., Cialdini, R. B., Goldstein, N. J., and
Griskevicius, V.: The Constructive, Destructive, and Reconstructive Power of
Social Norms, Psychol. Sci., 18, 429–434,
https://doi.org/10.1111/j.1467-9280.2007.01917.x, 2007.
Segoni, S., Rosi, A., Lagomarsino, D., Fanti, R., and Casagli, N.: Brief
communication: Using averaged soil moisture estimates to improve the
performances of a regional-scale landslide early warning system, Nat. Hazards
Earth Syst. Sci., 18, 807–812, https://doi.org/10.5194/nhess-18-807-2018,
2018.
Simon, H. A.: Theories of decision-making in economics and behavioral
science, Am. Econ. Rev., 49, 253–283, 1959.
Slovic, P., Peters, E., Finucane, M. L., and MacGregor, D. G.: Affect, Risk,
and Decision Making, Health Psychol., 24, S35–S40, 2005.
Thaler, R. H. and Sunstein, C. R.: Nudge. Improving Decisions About Health,
Wealth, and Happiness, Yale University Press, New Haven, USA, 2008.
Tversky, A. and Kahneman, D.: Advances in prospect theory: Cumulative
representation of uncertainty, J. Risk uncertainty, 5, 297–323, 1992.
Vaz, T., Zêzere, J. L., Pereira, S., Oliveira, S. C., Garcia, R. A. C.,
and Quaresma, I.: Regional rainfall thresholds for landslide occurrence using
a centenary database, Nat. Hazards Earth Syst. Sci., 18, 1037–1054,
https://doi.org/10.5194/nhess-18-1037-2018, 2018.
von Neumann, J. and Morgenstern, O.: Theory of games and economic behavior,
2nd ed., Princeton, NJ, Princeton University Press, 1947.
Wagner, K.: Mental Models of Flash Floods and Landslides, Risk Anal., 27,
671–682, https://doi.org/10.1111/j.1539-6924.2007.00916.x, 2007.
Wanasolo, I.: Assessing and mapping people's perceptions of vulnerability to
landslides in Bududa, Uganda, M. Phil. Thesis, The Norwegian University of
Science and Technology, Trondheim, Norway, 21–30, 2012.
Webb, M. and Ronan, K. R.: Interactive Hazards Education Program for Youth in
a Low SES Community: A Quasi-Experimental Pilot Study, Risk Anal., 34,
1882–1893, https://doi.org/10.1111/risa.12217, 2014.
Short summary
Landslides are causing serious problems worldwide. To improve the risk communication, a Web-based interactive landslide simulator is used in this study. The ILS tool is based on the assumption that landslides occur due to environmental factors (spatial geology and rainfall) as well as human factors. The ILS also provides feedback in terms of fatality, injury, and property damage due to landslides. Results of an experiment with ILS suggest improved performance with repeated and rich feedback.
Landslides are causing serious problems worldwide. To improve the risk communication, a...
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