Articles | Volume 21, issue 11
https://doi.org/10.5194/nhess-21-3519-2021
© Author(s) 2021. 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-21-3519-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
19 Nov 2021
Research article |
| 19 Nov 2021
| 19 Nov 2021
Stochastic system dynamics modelling for climate change water scarcity assessment of a reservoir in the Italian Alps
Institute for Earth Observation, Eurac Research, Viale Druso 1, 39100, Bolzano, Italy
Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172, Venice, Italy
Institute for Environment and Human Security (UNU-EHS), United Nations University, Platz der Vereinten Nationen 1, 53113 Bonn, Germany
Janez Sušnik
Land & Water Management, IHE Delft Institute for Water Education, 2601DA, Delft, the Netherlands
Stefan Schneiderbauer
Institute for Earth Observation, Eurac Research, Viale Druso 1, 39100, Bolzano, Italy
Institute for Environment and Human Security (UNU-EHS), United Nations University, Platz der Vereinten Nationen 1, 53113 Bonn, Germany
Department of Geography, University of the Free State, Bloemfontein, South Africa
Silvia Torresan
Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172, Venice, Italy
Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC), via Augusto Imperatore 16, 73100, Lecce, Italy
Andrea Critto
Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Via Torino 155, 30172, Venice, Italy
Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC), via Augusto Imperatore 16, 73100, Lecce, Italy
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Nat. Hazards Earth Syst. Sci., 25, 879–891, https://doi.org/10.5194/nhess-25-879-2025, https://doi.org/10.5194/nhess-25-879-2025, 2025
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This study explores how social media, specifically Twitter (X), can help us understand public reactions to floods in Germany from 2014 to 2021. Using large language models, we extract topics and patterns of behavior from flood-related tweets. The findings offer insights to improve communication and disaster management. Topics related to low-impact flooding contain descriptive hazard-related content, while the focus shifts to catastrophic impacts and responsibilities during high-impact events.
Fangyu Tian, Yun Su, Xudong Chen, and Le Tao
Nat. Hazards Earth Syst. Sci., 25, 591–607, https://doi.org/10.5194/nhess-25-591-2025, https://doi.org/10.5194/nhess-25-591-2025, 2025
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This study developed a model of extreme drought-induced famine processes and response mechanisms in ancient China. The spatial distribution of drought and famine during the Chenghua drought and the Wanli drought was constructed. By categorizing drought-affected counties into three types, a comparative analysis of the differences in famine severity and response effectiveness between the Chenghua and Wanli droughts was conducted.
Gabriele Bertoli, Chiara Arrighi, and Enrica Caporali
Nat. Hazards Earth Syst. Sci., 25, 565–580, https://doi.org/10.5194/nhess-25-565-2025, https://doi.org/10.5194/nhess-25-565-2025, 2025
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Environmental assets are crucial to sustaining and fulfilling life on Earth via ecosystem services (ESs). Studying their flood risk is thus seminal, in addition to being required by several norms. However, this field is not yet adequately developed. We studied the exposure component of flood risk and developed an evaluating methodology based on the ESs provided by environmental assets to discern assets and areas that are more important than others with metrics suitable to large-scale studies.
Duanyang Liu, Tian Jing, Mingyue Yan, Ismail Gultepe, Yunxuan Bao, Hongbin Wang, and Fan Zu
Nat. Hazards Earth Syst. Sci., 25, 493–513, https://doi.org/10.5194/nhess-25-493-2025, https://doi.org/10.5194/nhess-25-493-2025, 2025
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Highway-blocking events are characterized by diurnal variation. A classification method of severity levels of highway blocking is catagorized into five levels. The severity levels of highway blocking due to high-impact weather are evaluated. A method for calculating the degree of highway load in China is proposed. A quantitative assessment of the losses of highway blocking due to dense fog is conducted. The highway losses caused by dense fog are concentrated in North, East, and Southwest China.
Thiago Dutra dos Santos and Taro Uchida
EGUsphere, https://doi.org/10.5194/egusphere-2024-2255, https://doi.org/10.5194/egusphere-2024-2255, 2025
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Five federal sediment-related disaster risk assessments have been conducted in Brazil, each with distinct objectives and methodologies. To evaluate their effectiveness and identify issues, we analyzed the methods, the outcome data, and reviewed the status of disaster prevention initiatives based on the assessment results. Our findings revealed persistent problems across all methods. Consequently, we recommended improvements to enhance their efficacy and reliability.
Alexandre Dunant, Tom R. Robinson, Alexander L. Densmore, Nick J. Rosser, Ragindra Man Rajbhandari, Mark Kincey, Sihan Li, Prem Raj Awasthi, Max Van Wyk de Vries, Ramesh Guragain, Erin Harvey, and Simon Dadson
Nat. Hazards Earth Syst. Sci., 25, 267–285, https://doi.org/10.5194/nhess-25-267-2025, https://doi.org/10.5194/nhess-25-267-2025, 2025
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Natural hazards like earthquakes often trigger other disasters, such as landslides, creating complex chains of impacts. We developed a risk model using a mathematical approach called hypergraphs to efficiently measure the impact of interconnected hazards. We showed that it can predict broad patterns of damage to buildings and roads from the 2015 Nepal earthquake. The model's efficiency allows it to generate multiple disaster scenarios, even at a national scale, to support preparedness plans.
Cees Oerlemans, Martine van den Boomen, Ties Rijcken, and Matthijs Kok
EGUsphere, https://doi.org/10.5194/egusphere-2024-2910, https://doi.org/10.5194/egusphere-2024-2910, 2025
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This study analyzes flood exposure in Rotterdam's unembanked areas from 1970 to 2150, exploring the interplay between rising sea levels, urban development, and flood protection measures. Without measures, flood exposure will increase, especially after 2100. The Maeslant storm surge barrier had the most impact on flood exposure, followed by urban development and sea level rise. Varied exposure levels across neighborhoods suggest the need for localized adaptation strategies.
Harikesan Baskaran, Ioanna Ioannou, Tiziana Rossetto, Jonas Cels, Mathis Joffrain, Nicolas Mortegoutte, Aurelie Fallon Saint-Lo, and Catalina Spataru
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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There is a global need for insuring green economy assets against natural hazard events. But their complexity and low exposure history mean the data required for vulnerability evaluation by the insurance industry are scarce. A systematic literature review is conducted in this study to determine the suitability of current published literature for this purpose. Knowledge gaps are charted, and a representative asset–hazard taxonomy is proposed to guide future quantitative research.
Neal Hughes, Donald Gaydon, Mihir Gupta, Andrew Schepen, Peter Tan, Geoffrey Brent, Andrew Turner, Sean Bellew, Wei Ying Soh, Christopher Sharman, Peter Taylor, John Carter, Dorine Bruget, Zvi Hochman, Ross Searle, Yong Song, Heidi Horan, Patrick Mitchell, Yacob Beletse, Dean Holzworth, Laura Guillory, Connor Brodie, Jonathon McComb, and Ramneek Singh
EGUsphere, https://doi.org/10.5194/egusphere-2024-3731, https://doi.org/10.5194/egusphere-2024-3731, 2024
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Droughts can impact agriculture and regional economies, and their severity is rising with climate change. Our research introduces a new system, the Australian Agricultural Drought Indicators (AADI), which measures droughts based on their effects on crops, livestock, and farm profits rather than traditional weather metrics. Using climate data and modelling, AADI predicts drought impacts more accurately, helping policymakers prepare and respond to financial and social challenges during droughts.
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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The
Ready, Set & Go!system, developed by the World Food Programme and partners, employs seasonal forecasts to tackle droughts in Mozambique. With the Maputo Declaration, efforts to expand early warning systems are aligning with global initiatives for universal protection by 2027. Through advanced forecasting and anticipatory action, it could cover 76 % of districts against severe droughts, reaching 87 % national coverage for the first months of the rainy season.
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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In this paper, we provide a brief introduction of the paradigm shift from managing disasters to managing risks, followed by single-hazard to multi-risk assessment. We highlight four global strategies that address disaster risk reduction and call for action. Subsequently, we present a conceptual approach for multi-risk assessment which was designed to serve potential users like disaster risk managers, urban planners or operators of critical infrastructure to increase their capabilities.
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.
Tamir Grodek and Gerardo Benito
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-171, https://doi.org/10.5194/nhess-2024-171, 2024
Revised manuscript accepted for NHESS
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Check dams, terraces, and trees on steep basins serve to retain sediments, thereby protecting urbanized alluvial fan canals and levees from flooding. However, their effectiveness gradually decreases over time due to sedimentation and aging, which may lead to catastrophic breaching floods. To enhance urban resilience, we propose preserving natural mountain basins and allocating 20–30 % of the alluvial fan for channel migration and sediment deposition corridors.
Zezhao Liu, Jiahui Yang, and Cong Wu
EGUsphere, https://doi.org/10.5194/egusphere-2024-2343, https://doi.org/10.5194/egusphere-2024-2343, 2024
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We construct an indicator-based framework, and assess urban resilience to typhoon in China’s contexts for the seven major river basins. Results verified the heterogeneity, and the resilience level in certain circumstance was not matched with city strength of economy. The analysis is helpful for government to enhance capability of resilience in specific dimensions, and provides a reference in probing urban resilience assessment confronting typhoon.
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.
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.
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.
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.
Cited articles
Alpine convention: Guidelines for Climate Change Adaptation at the local level in the Alps, Permanent Secretariat of the Alpine Convention,
Innsbruck, 44, 2013.
Barnett, T. P., Adam, J. C., and Lettenmaier, D. P.:
Potential impacts of a warming climate on water availability in snow-dominated regions,
Nature,
438, 303–309, https://doi.org/10.1038/nature04141, 2005.
Bates, D., Mächler, M., Bolker, B. M., and Walker, S. C.:
Fitting linear mixed-effects models using lme4,
J. Stat. Softw.,
67, 1–48, https://doi.org/10.18637/jss.v067.i01, 2015.
Bellin, A., Majone, B., Cainelli, O., Alberici, D., and Villa, F.:
A continuous coupled hydrological and water resources management model,
Environ. Model. Softw.,
75, 176–192, https://doi.org/10.1016/j.envsoft.2015.10.013, 2016.
Beniston, M. and Stoffel, M.:
Assessing the impacts of climatic change on mountain water resources,
Sci. Total Environ.,
493, 1129–1137, https://doi.org/10.1016/j.scitotenv.2013.11.122, 2014.
Brunner, M. I., Björnsen Gurung, A., Zappa, M., Zekollari, H., Farinotti, D., and Stähli, M.:
Present and future water scarcity in Switzerland: Potential for alleviation through reservoirs and lakes,
Sci. Total Environ.,
666, 1033–1047, https://doi.org/10.1016/j.scitotenv.2019.02.169, 2019.
Bucchignani, E., Montesarchio, M., Zollo, A. L., and Mercogliano, P.:
High-resolution climate simulations with COSMO-CLM over Italy: Performance evaluation and climate projections for the 21st century,
Int. J. Climatol.,
36, 735–756, https://doi.org/10.1002/joc.4379, 2016.
Chiogna, G., Skrobanek, P., Narany, T. S., Ludwig, R., and Stumpp, C.:
Effects of the 2017 drought on isotopic and geochemical gradients in the Adige catchment, Italy,
Sci. Total Environ.,
645, 924–936, https://doi.org/10.1016/j.scitotenv.2018.07.176, 2018.
Cornes, R. C., van der Schrier, G., van den Besselaar, E. J. M., and Jones, P. D.:
An Ensemble Version of the E-OBS Temperature and Precipitation Data Sets,
J. Geophys. Res.-Atmos.,
123, 9391–9409, https://doi.org/10.1029/2017JD028200, 2018.
Davies, E. and Simonovic, S. P.:
Global water resources modeling with an integrated model of the social-economic-environmental system,
Adv. Water Resour.,
34, 684–700, https://doi.org/10.1016/j.advwatres.2011.02.010, 2011.
Davies, E. G. R. and Simonovic, S. P.:
An Integrated System Dynamics Model for Analyzing Behaviour of the Social-Economic-Climatic System: Model Description and Model Use Guide,
Department of Civil and Environmental Engineering, The University of Western Ontario, London, Ontario, Canada, 2008.
Di Baldassarre, G., Wanders, N., AghaKouchak, A., Kuil, L., Rangecroft, S., Veldkamp, T. I. E., Garcia, M., van Oel, P. R., Breinl, K., and Van Loon, A.:
Water shortages worsened by reservoir effects,
Nat. Sustain.,
1, 617–622, https://doi.org/10.1038/s41893-018-0159-0, 2018.
Duggan, J.:
System Dynamics Modeling with R,
Springer International Publishing, Switzerland, https://doi.org/10.1007/978-3-319-34043-2, 2016.
Duran-Encalada, J. A., Paucar-Caceres, A., Bandala, E. R., and Wright, G. H.:
The impact of global climate change on water quantity and quality: A system dynamics approach to the US-Mexican transborder region,
Eur. J. Oper. Res.,
256, 567–581, https://doi.org/10.1016/j.ejor.2016.06.016, 2017.
Etter, S., Addor, N., Huss, M., and Finger, D.:
Climate change impacts on future snow, ice and rain runoff in a Swiss mountain catchment using multi-dataset calibration,
J. Hydrol. Reg. Stud.,
13, 222–239, https://doi.org/10.1016/j.ejrh.2017.08.005, 2017.
European Commission:
Commission Staff working document Evaluation of the EU Strategy on adaptation to climate change Accompanying – Accompanying the document Report from the Commission to the European Parliament and the Council on the implementation of the EU Strategy on adapt, SWD(2018) 460 Final, European Commission,
Brussels, 1–65, 2018.
European Commission:
Forging a climate-resilient Europe – the new EU Strategy on Adaptation to Climate Change, European Commission,
Brussels, 2021.
European Parliament and Council: Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy, OJ L 327, 22.12.2000, European Parliament and Council, Brussels, 1–73, available at: http://data.europa.eu/eli/dir/2000/60/oj (last access: 16 November 2021), 2000.
Farinotti, D., Usselmann, S., Huss, M., Bauder, A., and Funk, M.:
Runoff evolution in the Swiss Alps: Projections for selected high-alpine catchments based on ENSEMBLES scenarios,
Hydrol. Process.,
26, 1909–1924, https://doi.org/10.1002/hyp.8276, 2012.
Ford, A.:
Statistical Screening Analysis of System Dynamics Models,
Island Press, Washington, USA, 2005.
Ford, A.:
Modelling the Environment: An Introduction to System Dynamics Modeling of Environmental Systems, 2nd edn.,
Isl. Press, Washington, 400, 2010.
Forrester, J. W.:
World dynamics,
Wright-Allen Press, Cambridge, Massachusetts, 1971.
Fuhrer, J., Smith, P., and Gobiet, A.:
Implications of climate change scenarios for agriculture in alpine regions – A case study in the Swiss Rhone catchment,
Sci. Total Environ.,
493, 1232–1241, https://doi.org/10.1016/j.scitotenv.2013.06.038, 2014.
Gaudard, L., Romerio, F., Dalla Valle, F., Gorret, R., Maran, S., Ravazzani, G., Stoffel, M., and Volonterio, M.:
Climate change impacts on hydropower in the Swiss and Italian Alps,
Sci. Total Environ.,
493, 1211–1221, https://doi.org/10.1016/j.scitotenv.2013.10.012, 2014.
Gohari, A., Mirchi, A., and Madani, K.:
System Dynamics Evaluation of Climate Change Adaptation Strategies for Water Resources Management in Central Iran,
Water Resour. Manag.,
31, 1413–1434, https://doi.org/10.1007/s11269-017-1575-z, 2017.
Hanel, M., Rakovec, O., Markonis, Y., Máca, P., Samaniego, L., Kyselý, J., and Kumar, R.:
Revisiting the recent European droughts from a long-term perspective,
Sci. Rep.-UK,
8, 1–11, https://doi.org/10.1038/s41598-018-27464-4, 2018.
Hastie, T., Tibshirani, R., and Friedman, J.:
The Elements of Statistical Learning,
Springer, New York, https://doi.org/10.1007/978-0-387-84858-7, 2009.
Hendrickx, F. and Sauquet, E.:
Impact du changement climatique sur la gestion de l'eau dans le bassin de l'Ariége,
Hydrol. Sci. J.,
58, 976–993, https://doi.org/10.1080/02626667.2013.788790, 2013.
Hollander, M. and Wolfe, D. A.:
Nonparametric statistical methods,
Wiley, New York, 1973.
Huss, M. and Hock, R.:
Global-scale hydrological response to future glacier mass loss,
Nat. Clim. Change, 8,
135–140, https://doi.org/10.1038/s41558-017-0049-x, 2018.
IPCC:
Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change,
Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 1132 pp., 2014.
IPCC:
Global Warming of 1.5 ∘C. An IPCC Special Report on the impacts of global warming of 1.5 ∘C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change,
Geneva, Switzerland, 32 pp., 2018.
Kohavi, R.:
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection,
Int. Joint Conf. Artif., 14, 1137–1145, Montreal, Quebec, Canada, 1995.
Kohler, T., Wehrli, A., and Jurek, M.:
Mountains and climate change: A global concern, Sustainable Mountain Development Series,
edited by: Centre for Development and Environment, Swiss Agency for Development and Cooperation, and Geographica Bernensia, Bern, Switzerland, 2014.
Laaha, G., Gauster, T., Tallaksen, L. M., Vidal, J.-P., Stahl, K., Prudhomme, C., Heudorfer, B., Vlnas, R., Ionita, M., Van Lanen, H. A. J., Adler, M.-J., Caillouet, L., Delus, C., Fendekova, M., Gailliez, S., Hannaford, J., Kingston, D., Van Loon, A. F., Mediero, L., Osuch, M., Romanowicz, R., Sauquet, E., Stagge, J. H., and Wong, W. K.: The European 2015 drought from a hydrological perspective, Hydrol. Earth Syst. Sci., 21, 3001–3024, https://doi.org/10.5194/hess-21-3001-2017, 2017.
La Jeunesse, I., Cirelli, C., Aubin, D., Larrue, C., Sellami, H., Afifi, S., Bellin, A., Benabdallah, S., Bird, D. N., Deidda, R., Dettori, M., Engin, G., Herrmann, F., Ludwig, R., Mabrouk, B., Majone, B., Paniconi, C., and Soddu, A.:
Is climate change a threat for water uses in the Mediterranean region? Results from a survey at local scale,
Sci. Total Environ.,
543, 981–996, https://doi.org/10.1016/j.scitotenv.2015.04.062, 2016.
Majone, B., Villa, F., Deidda, R., and Bellin, A.:
Impact of climate change and water use policies on hydropower potential in the south-eastern Alpine region,
Sci. Total Environ.,
543, 965–980, https://doi.org/10.1016/j.scitotenv.2015.05.009, 2016.
Malard, J. J., Inam, A., Hassanzadeh, E., Adamowski, J., Tuy, H. A., and Melgar-Quiñonez, H.:
Development of a software tool for rapid, reproducible, and stakeholder-friendly dynamic coupling of system dynamics and physically-based models,
Environ. Model. Softw.,
96, 410–420, https://doi.org/10.1016/j.envsoft.2017.06.053, 2017.
Maraun, D.:
Bias Correcting Climate Change Simulations – a Critical Review,
Curr. Clim. Chang. Reports,
2, 211–220, https://doi.org/10.1007/s40641-016-0050-x, 2016.
Masia, S., Sušnik, J., Marras, S., Mereu, S., Spano, D., and Trabucco, A.:
Assessment of Irrigated Agriculture Vulnerability under Climate Change in Southern Italy,
Water,
10, 209, https://doi.org/10.3390/w10020209, 2018.
Meadows, D. H., Meadows, D. L., Randers, J., and Behrens, W. W.:
The limits to growth,
Universe Books, New York, 2018.
Mehran, A., AghaKouchak, A., Nakhjiri, N., Stewardson, M. J., Peel, M. C., Phillips, T. J., Wada, Y., and Ravalico, J. K.:
Compounding Impacts of Human-Induced Water Stress and Climate Change on Water Availability,
Sci. Rep.-UK,
7, 1–9, https://doi.org/10.1038/s41598-017-06765-0, 2017.
Menk, L., Neuwirth, C., and Kienberger, S.:
Mapping the Structure of Social Vulnerability Systems for Malaria in East Africa,
Sustainability,
12, 5112, https://doi.org/10.3390/su12125112, 2020.
Mereu, S., Sušnik, J., Trabucco, A., Daccache, A., Vamvakeridou-Lyroudia, L., Renoldi, S., Virdis, A., Savić, D., and Assimacopoulos, D.:
Operational resilience of reservoirs to climate change, agricultural demand, and tourism: A case study from Sardinia,
Sci. Total Environ.,
543, 1028–1038, https://doi.org/10.1016/j.scitotenv.2015.04.066, 2016.
Montesarchio, M., Manzi, M. P., Cattaneo, L., and Mercogliano, P.:
Performance Evaluation of a Regional Simulation with COSMO-CLM in the Alpine Space,
SSRN Electron. J.,
(July), CMCC Research Paper No. 137, https://doi.org/10.2139/ssrn.2195316, 2013.
Neuwirth, C., Hofer, B., and Peck, A.:
Spatiotemporal processes and their implementation in Spatial System Dynamics models,
J. Spat. Sci.,
60, 277–288, https://doi.org/10.1080/14498596.2015.997316, 2015.
Permanent Secretariat of the Alpine Convention:
Water and water management issues – Report on the State of the Alps Alpine Signals – Special Edition 2,
Permanent Secretariat of the Alpine Convention, Innsbruck, 2009.
Pham, H. V., Sperotto, A., Torresan, S., Acuña, V., Jorda-Capdevila, D., Rianna, G., Marcomini, A., and Critto, A.: Coupling scenarios of climate and land-use change with assessments of potential ecosystem services at the river basin scale, Ecosyst. Serv., 40, 101045, https://doi.org/10.1016/J.ECOSER.2019.101045, 2019.
Provincia Autonoma di Trento:
PGUAP – Piano Generale di Utilizzazione delle Acque Pubbliche Trento,
Trento, 2006.
Provincia Autonoma di Trento:
Provincia Autonoma di Trento – Agenzia provinciale per le risorse idriche e l'energia,
available at: http://www.energia.provincia.tn.it/ (lasst access: 6 July 2021), 2018.
R Core Development Team:
A language and environment for statistical computing,
Vienna, Austria, 1, 2019.
Ranzani, A., Bonato, M., Patro, E. R., Gaudard, L., and De Michele, C.:
Hydropower future: Between climate change, renewable deployment, carbon and fuel prices,
Water (Switzerland),
10, 1–17, https://doi.org/10.3390/w10091197, 2018.
Rockel, B. and Geyer, B.:
The performance of the regional climate model CLM in different climate regions, based on the example of precipitation,
Meteorol. Z.,
17, 487–498, https://doi.org/10.1127/0941-2948/2008/0297, 2008.
Ronco, P., Zennaro, F., Torresan, S., Critto, A., Santini, M., Trabucco, A., Zollo, A. L., Galluccio, G., and Marcomini, A.:
A risk assessment framework for irrigated agriculture under climate change,
Adv. Water Resour.,
110, 562–578, https://doi.org/10.1016/j.advwatres.2017.08.003, 2017.
Sahin, O. and Mohamed, S.:
Coastal vulnerability to sea-level rise: A spatial-temporal assessment framework,
Nat. Hazards,
70, 395–414, https://doi.org/10.1007/s11069-013-0818-4, 2014.
Simonovic, S. P.:
Systems Approach to Management of Disasters: Methods and Applications,
Wiley, Hoboken, New Jersey, 2001.
Simonovic, S. P.:
Systems approach to management of disasters: methods and applications,
J. Integr. Disaster Risk Manag.,
5, 70–83, https://doi.org/10.5595/idrim.2015.0099, 2015.
Solander, K. C., Reager, J. T., Thomas, B. F., David, C. H., and Famiglietti, J. S.:
Simulating human water regulation: The development of an optimal complexity, climate-adaptive reservoir management model for an LSM,
J. Hydrometeorol.,
17, 725–744, https://doi.org/10.1175/JHM-D-15-0056.1, 2016.
Stave, K.:
Participatory system dynamics modeling for sustainable environmental management: Observations from four cases,
Sustainability,
2, 2762–2784, https://doi.org/10.3390/su2092762, 2010.
Stephan, R., Erfurt, M., Terzi, S., Žun, M., Kristan, B., Haslinger, K., and Stahl, K.: An inventory of Alpine drought impact reports to explore past droughts in a mountain region, Nat. Hazards Earth Syst. Sci., 21, 2485–2501, https://doi.org/10.5194/nhess-21-2485-2021, 2021.
Sterman, J. D.:
Business Dynamics Systems Thinking and Modeling for a Complex World,
Mc Graw Hill, New York, United States, 2000.
Sušnik, J., Vamvakeridou-Lyroudia, L. S., Savić, D. A., and Kapelan, Z.:
Integrated modelling of a coupled water-agricultural system using system dynamics,
J. Water Clim. Change,
4, 209–231, https://doi.org/10.2166/wcc.2013.069, 2013.
Sušnik, J., Chew, C., Domingo, X., Mereu, S., Trabucco, A., Evans, B., Vamvakeridou-Lyroudia, L., Savić, D. A., Laspidou, C., and Brouwer, F.:
Multi-stakeholder development of a serious game to explore the water-energy-food-land-climate nexus: The SIM4NEXUS approach,
Water (Switzerland),
10, 139, https://doi.org/10.3390/w10020139, 2018.
Tashman, L. J.:
Out-of Sample Tests of Forecasting Accuracy: A Tutorial and Review,
Int. J. Forecasting,
16, 437–450, 2000.
Taylor, T. R. B., Ford, D. N., and Ford, A.:
Improving model understanding using statistical screening,
Syst. Dynam. Rev.,
26, 73–87, https://doi.org/10.1002/sdr.428, 2009.
Terna:
Dati generali, Terna Group, 1–9,
available at: https://download.terna.it/terna/1-DATI GENERALI_8d8e26126475683.pdf (last access: 24 March 2021), 2019.
Terzi, S.: Ste-rzi/SGiustina_future_SDM: S.Giustina outflow and volume data analysis (v1.0), Zenodo [code],
https://doi.org/10.5281/zenodo.5701950, 2021.
Terzi, S., Torresan, S., Schneiderbauer, S., Critto, A., Zebisch, M., and Marcomini, A.:
Multi-risk assessment in mountain regions: A review of modelling approaches for climate change adaptation,
J. Environ. Manage.,
232, 759–771, https://doi.org/10.1016/j.jenvman.2018.11.100, 2019.
Teutschbein, C. and Seibert, J.:
Bias correction of regional climate model simulations for hydrological climate-change impact studies: Review and evaluation of different methods,
J. Hydrol.,
456–457, 12–29, https://doi.org/10.1016/j.jhydrol.2012.05.052, 2012.
United Nations:
The Future We Want: Outcome document of the United Nations Conference on Sustainable Development, United Nations, Rio de Janeiro, Brasil, 2012.
van den Heuvel, L., Blicharska, M., Masia, S., Sušnik, J., and Teutschbein, C.:
Ecosystem services in the Swedish water–energy–food–land–climate nexus: Anthropogenic pressures and physical interactions,
Ecosyst. Serv.,
44, 101141, https://doi.org/10.1016/j.ecoser.2020.101141, 2020.
Varma, S. and Simon, R.:
Bias in error estimation when using cross-validation for model selection,
BMC Bioinformatics,
7, 1–8, https://doi.org/10.1186/1471-2105-7-91, 2006.
Viviroli, D., Dürr, H. H., Messerli, B., Meybeck, M., and Weingartner, R.:
Mountains of the world, water towers for humanity: Typology, mapping, and global significance,
Water Resour. Res.,
43, 1–13, https://doi.org/10.1029/2006WR005653, 2007.
Viviroli, D., Archer, D. R., Buytaert, W., Fowler, H. J., Greenwood, G. B., Hamlet, A. F., Huang, Y., Koboltschnig, G., Litaor, M. I., López-Moreno, J. I., Lorentz, S., Schädler, B., Schreier, H., Schwaiger, K., Vuille, M., and Woods, R.: Climate change and mountain water resources: overview and recommendations for research, management and policy, Hydrol. Earth Syst. Sci., 15, 471–504, https://doi.org/10.5194/hess-15-471-2011, 2011.
Vogt, J. V., Naumann, G., Masante, D., Spinoni, J., Cammalleri, C., Erian, W., Pischke, F., Pulwarty, R., and Barbosa, P.:
Drought Risk Assessment and Management. A conceptual framework,
EUR 29464 EN, Publications Office of the European Union, Luxembourg, ISBN 978-92-79-97469-4, doi:10.2760/057223, JRC113937, 2018.
Wever, N., Comola, F., Bavay, M., and Lehning, M.: Simulating the influence of snow surface processes on soil moisture dynamics and streamflow generation in an alpine catchment, Hydrol. Earth Syst. Sci., 21, 4053–4071, https://doi.org/10.5194/hess-21-4053-2017, 2017.
Wood, S. and Scheipl, F.:
gamm4: Generalized Additive Mixed Models Using mgcv and lme4,
R package version 0.2-6, available at: https://CRAN.R-project.org/package=gamm4 (last access: 7 August 2021), 2020.
Wood, S. N.:
Generalized Additive Models: An Introduction with R, second edn., Taylor and Francis, Boca Raton, Florida,
1–476, https://doi.org/10.1201/9781315370279, 2017.
Xu, D., Song, A., Tong, H., Ren, H., Hu, Y., and Shao, Q.:
A spatial system dynamic model for regional desertification simulation – A case study of Ordos, China,
Environ. Model. Softw.,
83, 179–192, https://doi.org/10.1016/j.envsoft.2016.05.017, 2016.
Xu, J., Grumbine, R. E., Shrestha, A., Eriksson, M., Yang, X., Wang, Y., and Wilkes, A.:
The melting Himalayas: Cascading effects of climate change on water, biodiversity, and livelihoods,
Conserv. Biol.,
23, 520–530, https://doi.org/10.1111/j.1523-1739.2009.01237.x, 2009.
Yilmaz, K. K., Gupta, H. V., and Wagener, T.:
A process-based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model,
Water Resour. Res.,
44, 1–18, https://doi.org/10.1029/2007WR006716, 2008.
Zebisch, M., Vaccaro, R., Niedrist, G., Schneiderbauer, S., Streifeneder, T., Weiss, M., Troi, A., Renner, K., Pedoth, L., Baumgartner, B., and V, B.:
Rapporto sul clima – Alto Adige 2018, Eurach Research,
Eurac Research, Bolzano, Italia, 2018.
Short summary
This study combines outputs from multiple models with statistical assessments of past and future water availability and demand for the Santa Giustina reservoir (Autonomous Province of Trento, Italy). Considering future climate change scenarios, results show high reductions for stored volume and turbined water, with increasing frequency, duration and severity. These results call for the need to adapt to reductions in water availability and effects on the Santa Giustina reservoir management.
This study combines outputs from multiple models with statistical assessments of past and future...
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