Articles | Volume 20, issue 3
https://doi.org/10.5194/nhess-20-797-2020
© Author(s) 2020. 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-20-797-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
24 Mar 2020
Research article |
| 24 Mar 2020
| 24 Mar 2020
Examining the sustainability and development challenge in agricultural-forest frontiers of the Amazon Basin through the eyes of locals
Irene Blanco-Gutiérrez
CORRESPONDING AUTHOR
CEIGRAM, Universidad Politécnica de Madrid (UPM), C/Senda del
Rey 13, 28040 Madrid, Spain
Department of Agricultural Economics, Statistics and Business
Management, ETSIAAB, Universidad Politécnica de Madrid (UPM), Av.
Complutense s/n, 28040 Madrid, Spain
Rhys Manners
International Institute of Tropical Agriculture (IITA), KG 563,
Kigali, Rwanda
Consuelo Varela-Ortega
CEIGRAM, Universidad Politécnica de Madrid (UPM), C/Senda del
Rey 13, 28040 Madrid, Spain
Department of Agricultural Economics, Statistics and Business
Management, ETSIAAB, Universidad Politécnica de Madrid (UPM), Av.
Complutense s/n, 28040 Madrid, Spain
Ana M. Tarquis
CEIGRAM, Universidad Politécnica de Madrid (UPM), C/Senda del
Rey 13, 28040 Madrid, Spain
Department of Applied Mathematics, ETSIAAB, Universidad
Politécnica de Madrid (UPM), Av. Complutense s/n, 28040 Madrid, Spain
Lucieta G. Martorano
Embrapa Amazônia Oriental/NAPT Médio Amazonas, Avenida NS
UM A, 98, Bairro Diamantino, CEP 68020-640, Santarém, Pará, Brazil
Marisol Toledo
Museo de Historia Natural Noel Kempff Mercado – Universidad
Autónoma Gabriel René Moreno (UAGRM), Av. Irala 565, casilla 2489,
Santa Cruz de la Sierra, Bolivia
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Paolo Nasta, Günter Blöschl, Heye R. Bogena, Steffen Zacharias, Roland Baatz, Gabriëlle De Lannoy, Karsten H. Jensen, Salvatore Manfreda, Laurent Pfister, Ana M. Tarquis, Ilja van Meerveld, Marc Voltz, Yijian Zeng, William Kustas, Xin Li, Harry Vereecken, and Nunzio Romano
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Manuscript not accepted for further review
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Nat. Hazards Earth Syst. Sci., 21, 1935–1954, https://doi.org/10.5194/nhess-21-1935-2021, https://doi.org/10.5194/nhess-21-1935-2021, 2021
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Risk assessment consists of three steps: identification, estimation and evaluation. Nevertheless, the risk management framework also includes a fourth step, the need for feedback on all the risk assessment undertakings. However, there is a lack of such feedback, which constitutes a serious deficiency in the reduction of environmental hazards at the present time. The objective of this review paper consists of addressing meteorological hazards and extremes within the risk management framework.
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Nat. Hazards Earth Syst. Sci., 20, 859–875, https://doi.org/10.5194/nhess-20-859-2020, https://doi.org/10.5194/nhess-20-859-2020, 2020
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The estimation of ETo using temperature is particularly attractive in places where air humidity, wind speed and solar radiation data are not readily available. In this study we used, for the estimation of ETo, seven models against Penman–Monteith FAO 56 with temporal (annual and seasonal) and spatial perspective over Duero basin (Spain). The results of the tested models can be useful for adopting appropriate measures for efficient water management under the limitation of agrometeorological data.
Omar Roberto Valverde-Arias, Paloma Esteve, Ana María Tarquis, and Alberto Garrido
Nat. Hazards Earth Syst. Sci., 20, 345–362, https://doi.org/10.5194/nhess-20-345-2020, https://doi.org/10.5194/nhess-20-345-2020, 2020
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We designed an index-based insurance (IBI) for drought and flood in rice crops in Babahoyo (Ecuador). We assessed Babahoyo's soil, climatic and topographic variability, finding two homogeneous zones inside this area. We set differentiated insurance premiums according to the particular risk status of each zone. Results demonstrate that this IBI is an efficient risk transfer tool for policyholders. This insurance design could contribute to stabilizing farmers' incomes and rice production.
María del Pilar Jiménez-Donaire, Ana Tarquis, and Juan Vicente Giráldez
Nat. Hazards Earth Syst. Sci., 20, 21–33, https://doi.org/10.5194/nhess-20-21-2020, https://doi.org/10.5194/nhess-20-21-2020, 2020
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A new combined drought indicator (CDI) is proposed that integrates rainfall, soil moisture and vegetation dynamics. The performance of this indicator was evaluated against crop damage data from agricultural insurance schemes in five different areas in SW Spain. Results show that this indicator was able to predict important droughts in 2004–2005 and 2011–2012, marked by crop damage of between 70 % and 95 % of the total insured area. This opens important applications for improving insurance schemes.
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Vegetation indices based on satellite images, such as the normalized difference vegetation index (NDVI), have been used for damaged pasture insurance. The occurrence of damage is usually defined by NDVI thresholds mainly based on normal statistics. In this work a pasture area in Spain was delimited by MODIS images. A statistical analysis of NDVI was applied to search for alternative distributions. Results show that generalized extreme value distributions present a better fit than normal ones.
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Melon crop got different levels of N that constituted a contribution to the variation of soil N at mainly larger scales. During its development a proportion of the N was taken up, adding a second factor of variability at smaller scales. After the melon harvest, the wheat was sown across the plots and harvested at the end of the season. Wheat was used as a N sink crop and allowed us to evaluate the soil N residual. Multiscale and relative entropy were applied to study N scale dependencies.
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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.
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Nat. Hazards Earth Syst. Sci., 24, 2045–2064, https://doi.org/10.5194/nhess-24-2045-2024, https://doi.org/10.5194/nhess-24-2045-2024, 2024
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Nat. Hazards Earth Syst. Sci., 24, 2003–2024, https://doi.org/10.5194/nhess-24-2003-2024, https://doi.org/10.5194/nhess-24-2003-2024, 2024
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Stephen B. Ferencz, Ning Sun, Sean W. D. Turner, Brian A. Smith, and Jennie S. Rice
Nat. Hazards Earth Syst. Sci., 24, 1871–1896, https://doi.org/10.5194/nhess-24-1871-2024, https://doi.org/10.5194/nhess-24-1871-2024, 2024
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Nat. Hazards Earth Syst. Sci., 24, 1485–1500, https://doi.org/10.5194/nhess-24-1485-2024, https://doi.org/10.5194/nhess-24-1485-2024, 2024
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Laurine A. de Wolf, Peter J. Robinson, W. J. Wouter Botzen, Toon Haer, Jantsje M. Mol, and Jeffrey Czajkowski
Nat. Hazards Earth Syst. Sci., 24, 1303–1318, https://doi.org/10.5194/nhess-24-1303-2024, https://doi.org/10.5194/nhess-24-1303-2024, 2024
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Christian Geiß, Jana Maier, Emily So, Elisabeth Schoepfer, Sven Harig, Juan Camilo Gómez Zapata, and Yue Zhu
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Chiara Scaini, Alberto Tamaro, Baurzhan Adilkhan, Satbek Sarzhanov, Vakhitkhan Ismailov, Ruslan Umaraliev, Mustafo Safarov, Vladimir Belikov, Japar Karayev, and Ettore Faga
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Central Asia is highly exposed to multiple hazards, including earthquakes, floods and landslides, for which risk reduction strategies are currently under development. We provide a regional-scale database of assets at risk, including population and residential buildings, based on existing information and recent data collected for each Central Asian country. The population and number of buildings are also estimated for the year 2080 to support the definition of disaster risk reduction strategies.
Marie-Luise Zenker, Philip Bubeck, and Annegret H. Thieken
EGUsphere, https://doi.org/10.5194/egusphere-2024-725, https://doi.org/10.5194/egusphere-2024-725, 2024
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Tianyang Yu, Banghua Lu, Hui Jiang, and Zhi Liu
Nat. Hazards Earth Syst. Sci., 24, 803–822, https://doi.org/10.5194/nhess-24-803-2024, https://doi.org/10.5194/nhess-24-803-2024, 2024
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A basic database for seismic risk assessment of 720 urban water supply systems in mainland China is established. The parameters of the seismic risk curves of 720 cities are calculated. The seismic fragility curves of various facilities in the water supply system are given based on the logarithmic normal distribution model. The expected seismic loss and the expected loss rate index of 720 urban water supply systems in mainland China in the medium and long term are given.
Connor Darlington, Jonathan Raikes, Daniel Henstra, Jason Thistlethwaite, and Emma K. Raven
Nat. Hazards Earth Syst. Sci., 24, 699–714, https://doi.org/10.5194/nhess-24-699-2024, https://doi.org/10.5194/nhess-24-699-2024, 2024
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The impacts of climate change on local floods require precise maps that clearly demarcate changes to flood exposure; however, most maps lack important considerations that reduce their utility in policy and decision-making. This article presents a new approach to identifying current and projected flood exposure using a 5 m model. The results highlight advancements in the mapping of flood exposure with implications for flood risk management.
Chiara Arrighi and Alessio Domeneghetti
Nat. Hazards Earth Syst. Sci., 24, 673–679, https://doi.org/10.5194/nhess-24-673-2024, https://doi.org/10.5194/nhess-24-673-2024, 2024
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In this communication, we reflect on environmental flood impacts by analysing the reported environmental consequences of the 2023 Emilia-Romagna floods. The most frequently reported damage involves water resources and water-related ecosystems. Indirect effects in time and space, intrinsic recovery capacity, cascade impacts on socio-economic systems, and the lack of established monitoring activities appear to be the most challenging aspects for future research.
Chiara Scaini, Alberto Tamaro, Baurzhan Adilkhan, Satbek Sarzhanov, Zukhritdin Ergashev, Ruslan Umaraliev, Mustafo Safarov, Vladimir Belikov, Japar Karayev, and Ettore Fagà
Nat. Hazards Earth Syst. Sci., 24, 355–373, https://doi.org/10.5194/nhess-24-355-2024, https://doi.org/10.5194/nhess-24-355-2024, 2024
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Central Asia is prone to multiple hazards such as floods, landslides and earthquakes, which can affect a wide range of assets at risk. We develop the first regionally consistent database of assets at risk for non-residential buildings, transportation and croplands in Central Asia. The database combines global and regional data sources and country-based information and supports the development of regional-scale disaster risk reduction strategies for the Central Asia region.
Mersedeh Kooshki Forooshani, Marc van den Homberg, Kyriaki Kalimeri, Andreas Kaltenbrunner, Yelena Mejova, Leonardo Milano, Pauline Ndirangu, Daniela Paolotti, Aklilu Teklesadik, and Monica L. Turner
Nat. Hazards Earth Syst. Sci., 24, 309–329, https://doi.org/10.5194/nhess-24-309-2024, https://doi.org/10.5194/nhess-24-309-2024, 2024
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We improve an existing impact forecasting model for the Philippines by transforming the target variable (percentage of damaged houses) to a fine grid, using only features which are globally available. We show that our two-stage model conserves the performance of the original and even has the potential to introduce savings in anticipatory action resources. Such model generalizability is important in increasing the applicability of such tools around the world.
Jia Xu, Makoto Takahashi, and Weifu Li
Nat. Hazards Earth Syst. Sci., 24, 179–197, https://doi.org/10.5194/nhess-24-179-2024, https://doi.org/10.5194/nhess-24-179-2024, 2024
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Through the development of micro-individual social vulnerability indicators and cluster analysis, this study assessed the level of social vulnerability of 599 residents from 11 communities in the Hongshan District of Wuhan. The findings reveal three levels of social vulnerability: high, medium, and low. Quantitative assessments offer specific comparisons between distinct units, and the results indicate that different types of communities have significant differences in social vulnerability.
Tommaso Piseddu, Mathilda Englund, and Karina Barquet
Nat. Hazards Earth Syst. Sci., 24, 145–161, https://doi.org/10.5194/nhess-24-145-2024, https://doi.org/10.5194/nhess-24-145-2024, 2024
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Contributions to social capital, risk awareness, and preparedness constitute the parameters to test applications in disaster risk management. We propose an evaluation of four of these: mobile positioning data, social media crowdsourcing, drones, and satellite imaging. The analysis grants the opportunity to investigate how different methods to evaluate surveys' results may influence final preferences. We find that the different assumptions on which these methods rely deliver diverging results.
Yuting Zhang, Kai Liu, Xiaoyong Ni, Ming Wang, Jianchun Zheng, Mengting Liu, and Dapeng Yu
Nat. Hazards Earth Syst. Sci., 24, 63–77, https://doi.org/10.5194/nhess-24-63-2024, https://doi.org/10.5194/nhess-24-63-2024, 2024
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This article is aimed at developing a method to quantify the influence of inclement weather on the accessibility of emergency medical services (EMSs) in Beijing, China, and identifying the vulnerable areas that could not get timely EMSs under inclement weather. We found that inclement weather could reduce the accessibility of EMSs by up to 40%. Furthermore, towns with lower baseline EMSs accessibility are more vulnerable when inclement weather occurs.
Soheil Mohammadi, Silvia De Angeli, Giorgio Boni, Francesca Pirlone, and Serena Cattari
Nat. Hazards Earth Syst. Sci., 24, 79–107, https://doi.org/10.5194/nhess-24-79-2024, https://doi.org/10.5194/nhess-24-79-2024, 2024
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This paper critically reviews disaster recovery literature from a multi-risk perspective. Identified key challenges encompass the lack of approaches integrating physical reconstruction and socio-economic recovery, the neglect of multi-risk interactions, the limited exploration of recovery from a pre-disaster planning perspective, and the low consideration of disaster recovery as a non-linear process in which communities need change over time.
Emilio Berny, Carlos Avelar, Mario A. Salgado-Gálvez, and Mario Ordaz
Nat. Hazards Earth Syst. Sci., 24, 53–62, https://doi.org/10.5194/nhess-24-53-2024, https://doi.org/10.5194/nhess-24-53-2024, 2024
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This paper presents a methodology to estimate the total emergency costs based on modelled damages for earthquakes and floods, together with the demographic and building characteristics of the study area. The methodology has been applied in five countries in central Asia, the first time that these estimates are made available for the study area and are intended to be useful for regional and local stakeholders and decision makers.
Andra-Cosmina Albulescu and Iuliana Armaș
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-5, https://doi.org/10.5194/nhess-2024-5, 2024
Revised manuscript accepted for NHESS
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This study delves into 1) compounded impacts and 2) the dynamics of vulnerability within a multi-hazard context, proposing an 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 unforseen implications of impacts, 2) wrongful action of adaptation options, and 3) inaction can set the premises for increased vulnerability.
Henrique M. D. Goulart, Irene Benito Lazaro, Linda van Garderen, Karin van der Wiel, Dewi Le Bars, Elco Koks, and Bart van den Hurk
Nat. Hazards Earth Syst. Sci., 24, 29–45, https://doi.org/10.5194/nhess-24-29-2024, https://doi.org/10.5194/nhess-24-29-2024, 2024
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We explore how Hurricane Sandy (2012) could flood New York City under different scenarios, including climate change and internal variability. We find that sea level rise can quadruple coastal flood volumes, while changes in Sandy's landfall location can double flood volumes. Our results show the need for diverse scenarios that include climate change and internal variability and for integrating climate information into a modelling framework, offering insights for high-impact event assessments.
Hannes Lauer, Carmeli Marie C. Chaves, Evelyn Lorenzo, Sonia Islam, and Jörn Birkmann
EGUsphere, https://doi.org/10.5194/egusphere-2024-50, https://doi.org/10.5194/egusphere-2024-50, 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. Other as expected, the location – whether urban or rural – of the new home is less important as the safety from floods.
Francesco Caleca, Chiara Scaini, William Frodella, and Veronica Tofani
Nat. Hazards Earth Syst. Sci., 24, 13–27, https://doi.org/10.5194/nhess-24-13-2024, https://doi.org/10.5194/nhess-24-13-2024, 2024
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Landslide risk analysis is a powerful tool because it allows us to identify where physical and economic losses could occur due to a landslide event. The purpose of our work was to provide the first regional-scale analysis of landslide risk for central Asia, and it represents an advanced step in the field of risk analysis for very large areas. Our findings show, per square kilometer, a total risk of about USD 3.9 billion and a mean risk of USD 0.6 million.
Marta Sapena, Moritz Gamperl, Marlene Kühnl, Carolina Garcia-Londoño, John Singer, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci., 23, 3913–3930, https://doi.org/10.5194/nhess-23-3913-2023, https://doi.org/10.5194/nhess-23-3913-2023, 2023
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A new approach for the deployment of landslide early warning systems (LEWSs) is proposed. We combine data-driven landslide susceptibility mapping and population maps to identify exposed locations. We estimate the cost of monitoring sensors and demonstrate that LEWSs could be installed with a budget ranging from EUR 5 to EUR 41 per person in Medellín, Colombia. We provide recommendations for stakeholders and outline the challenges and opportunities for successful LEWS implementation.
Dong Qiu, Binglin Lv, Yuepeng Cui, and Zexiong Zhan
Nat. Hazards Earth Syst. Sci., 23, 3789–3803, https://doi.org/10.5194/nhess-23-3789-2023, https://doi.org/10.5194/nhess-23-3789-2023, 2023
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This paper divides preparedness behavior into minimal and adequate preparedness. In addition to studying the main factors that promote families' disaster preparedness, we also study the moderating effects of response efficacy and self-efficacy on preparedness actions by vulnerable families. Based on the findings of this study, policymakers can target interventions and programs that can be designed to remedy the current lack of disaster preparedness education for vulnerable families.
Jenni Barclay, Richie Robertson, and M. Teresa Armijos
Nat. Hazards Earth Syst. Sci., 23, 3603–3615, https://doi.org/10.5194/nhess-23-3603-2023, https://doi.org/10.5194/nhess-23-3603-2023, 2023
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Stories create avenues for sharing the meanings and social implications of scientific knowledge. We explore their value when told between scientists during a volcanic eruption. They are important vehicles for understanding how risk is generated during volcanic eruptions and create new knowledge about these interactions. Stories explore how risk is negotiated when scientific information is ambiguous or uncertain, identify cause and effect, and rationalize the emotional intensity of a crisis.
Isabelle Ousset, Guillaume Evin, Damien Raynaud, and Thierry Faug
Nat. Hazards Earth Syst. Sci., 23, 3509–3523, https://doi.org/10.5194/nhess-23-3509-2023, https://doi.org/10.5194/nhess-23-3509-2023, 2023
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This paper deals with an exceptional snow and rain event in a Mediterranean region of France which is usually not prone to heavy snowfall and its consequences on a particular building that collapsed completely. Independent analyses of the meteorological episode are carried out, and the response of the building to different snow and rain loads is confronted to identify the main critical factors that led to the collapse.
Jiachang Tu, Jiahong Wen, Liang Emlyn Yang, Andrea Reimuth, Stephen S. Young, Min Zhang, Luyang Wang, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 23, 3247–3260, https://doi.org/10.5194/nhess-23-3247-2023, https://doi.org/10.5194/nhess-23-3247-2023, 2023
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This paper evaluates the flood risk and the resulting patterns in buildings following low-probability, high-impact flood scenarios by a risk analysis chain in Shanghai. The results provide a benchmark and also a clear future for buildings with respect to flood risks in Shanghai. This study links directly to disaster risk management, e.g., the Shanghai Master Plan. We also discussed different potential adaptation options for flood risk management.
Kang He, Qing Yang, Xinyi Shen, Elias Dimitriou, Angeliki Mentzafou, Christina Papadaki, Maria Stoumboudi, and Emmanouil N. Anagnostou
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-173, https://doi.org/10.5194/nhess-2023-173, 2023
Revised manuscript accepted for NHESS
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~820 km2 of agricultural land is inundated in central Greece due to storm Daniel flood. 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 estimated 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.
Javier Revilla Diez, Roxana Leitold, Van Tran, and Matthias Garschagen
EGUsphere, https://doi.org/10.5194/egusphere-2023-2185, https://doi.org/10.5194/egusphere-2023-2185, 2023
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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.
Ignace Pelckmans, Jean-Philippe Belliard, Luis E. Dominguez-Granda, Cornelis Slobbe, Stijn Temmerman, and Olivier Gourgue
Nat. Hazards Earth Syst. Sci., 23, 3169–3183, https://doi.org/10.5194/nhess-23-3169-2023, https://doi.org/10.5194/nhess-23-3169-2023, 2023
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Mangroves are increasingly recognized as a coastal protection against extreme sea levels. Their effectiveness in doing so, however, is still poorly understood, as mangroves are typically located in tropical countries where data on mangrove vegetation and topography properties are often scarce. Through a modelling study, we identified the degree of channelization and the mangrove forest floor topography as the key properties for regulating high water levels in a tropical delta.
André Felipe Rocha Silva and Julian Cardoso Eleutério
Nat. Hazards Earth Syst. Sci., 23, 3095–3110, https://doi.org/10.5194/nhess-23-3095-2023, https://doi.org/10.5194/nhess-23-3095-2023, 2023
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This work evaluates the application of flood consequence models through their application in a real case related to a tailings dam failure. Furthermore, we simulated the implementation of less efficient alert systems on life-loss alleviation. The results revealed that the models represented the event well and were able to estimate the relevance of implementing efficient alert systems. They highlight that their use may be an important tool for new regulations for dam safety legislation.
Marina Batalini de Macedo, Marcos Roberto Benso, Karina Simone Sass, Adelaide Cassia Nardocci, Eduardo Mario Mendiondo, Greicelene Jesus da Silva, Pedro Gustavo Câmara da Silva, Abdullah Konak, Nazmiye Balta-Ozkan, and Michael Jacobson
EGUsphere, https://doi.org/10.5194/egusphere-2023-2042, https://doi.org/10.5194/egusphere-2023-2042, 2023
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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 the surveys, to help further research.
Max Schneider, Fabrice Cotton, and Pia-Johanna Schweizer
Nat. Hazards Earth Syst. Sci., 23, 2505–2521, https://doi.org/10.5194/nhess-23-2505-2023, https://doi.org/10.5194/nhess-23-2505-2023, 2023
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Hazard maps are fundamental to earthquake risk reduction, but research is missing on how to design them. We review the visualization literature to identify evidence-based criteria for color and classification schemes for hazard maps. We implement these for the German seismic hazard map, focusing on communicating four properties of seismic hazard. Our evaluation finds that the redesigned map successfully communicates seismic hazard in Germany, improving on the baseline map for two key properties.
Leon Scheiber, Christoph Gabriel David, Mazen Hoballah Jalloul, Jan Visscher, Hong Quan Nguyen, Roxana Leitold, Javier Revilla Diez, and Torsten Schlurmann
Nat. Hazards Earth Syst. Sci., 23, 2333–2347, https://doi.org/10.5194/nhess-23-2333-2023, https://doi.org/10.5194/nhess-23-2333-2023, 2023
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Like many other megacities in low-elevation coastal zones, Ho Chi Minh City in southern Vietnam suffers from the convoluting impact of changing environmental stressors and rapid urbanization. This study assesses quantitative hydro-numerical results against the background of the low-regret paradigm for (1) a large-scale flood protection scheme as currently constructed and (2) the widespread implementation of small-scale rainwater detention as envisioned in the Chinese Sponge City Program.
Dirk Eilander, Anaïs Couasnon, Frederiek C. Sperna Weiland, Willem Ligtvoet, Arno Bouwman, Hessel C. Winsemius, and Philip J. Ward
Nat. Hazards Earth Syst. Sci., 23, 2251–2272, https://doi.org/10.5194/nhess-23-2251-2023, https://doi.org/10.5194/nhess-23-2251-2023, 2023
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This study presents a framework for assessing compound flood risk using hydrodynamic, impact, and statistical modeling. A pilot in Mozambique shows the importance of accounting for compound events in risk assessments. We also show how the framework can be used to assess the effectiveness of different risk reduction measures. As the framework is based on global datasets and is largely automated, it can easily be applied in other areas for first-order assessments of compound flood risk.
Juan Camilo Gómez Zapata, Massimiliano Pittore, Nils Brinckmann, Juan Lizarazo-Marriaga, Sergio Medina, Nicola Tarque, and Fabrice Cotton
Nat. Hazards Earth Syst. Sci., 23, 2203–2228, https://doi.org/10.5194/nhess-23-2203-2023, https://doi.org/10.5194/nhess-23-2203-2023, 2023
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To investigate cumulative damage on extended building portfolios, we propose an alternative and modular method to probabilistically integrate sets of single-hazard vulnerability models that are being constantly developed by experts from various research fields to be used within a multi-risk context. We demonstrate its application by assessing the economic losses expected for the residential building stock of Lima, Peru, a megacity commonly exposed to consecutive earthquake and tsunami scenarios.
Mohsen Ghafory-Ashtiany and Hooman Motamed
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-81, https://doi.org/10.5194/nhess-2023-81, 2023
Revised manuscript accepted for NHESS
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Iranian insurers has been offering earthquake cover since 1990's. However, despite international best practices they do not still use modern methods for risk pricing and management. As such, they seem to continue accumulating seismic risk over time. This paper examines the viability of this market in Iran by comparing the local market practice with international best practices in earthquake risk pricing (catastrophe modelling) and insurance risk management (European Solvency II regime).
Oya Kalaycıoğlu, Serhat Emre Akhanlı, Emin Yahya Menteşe, Mehmet Kalaycıoğlu, and Sibel Kalaycıoğlu
Nat. Hazards Earth Syst. Sci., 23, 2133–2156, https://doi.org/10.5194/nhess-23-2133-2023, https://doi.org/10.5194/nhess-23-2133-2023, 2023
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The associations between household characteristics and hazard-related social vulnerability in Istanbul, Türkiye, were assessed using machine learning techniques. The results indicated that less educated households with no social security and job insecurity that live in squatter houses are at a higher risk of social vulnerability. We present the findings in an open-access R Shiny web application, which can serve as a guidance for identifying the target groups in the interest of risk mitigation.
Gregor Ortner, Michael Bründl, Chahan M. Kropf, Thomas Röösli, Yves Bühler, and David N. Bresch
Nat. Hazards Earth Syst. Sci., 23, 2089–2110, https://doi.org/10.5194/nhess-23-2089-2023, https://doi.org/10.5194/nhess-23-2089-2023, 2023
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This paper presents a new approach to assess avalanche risk on a large scale in mountainous regions. It combines a large-scale avalanche modeling method with a state-of-the-art probabilistic risk tool. Over 40 000 individual avalanches were simulated, and a building dataset with over 13 000 single buildings was investigated. With this new method, risk hotspots can be identified and surveyed. This enables current and future risk analysis to assist decision makers in risk reduction and adaptation.
Prateek Arora and Luis Ceferino
Nat. Hazards Earth Syst. Sci., 23, 1665–1683, https://doi.org/10.5194/nhess-23-1665-2023, https://doi.org/10.5194/nhess-23-1665-2023, 2023
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Power outage models can help utilities manage risks for outages from hurricanes. Our article reviews the existing outage models during hurricanes and highlights their strengths and limitations. Existing models can give erroneous estimates with outage predictions larger than the number of customers, can struggle with predictions for catastrophic hurricanes, and do not adequately represent infrastructure failure's uncertainties. We suggest models for the future that can overcome these challenges.
Huige Xing, Ting Que, Yuxin Wu, Shiyu Hu, Haibo Li, Hongyang Li, Martin Skitmore, and Nima Talebian
Nat. Hazards Earth Syst. Sci., 23, 1529–1547, https://doi.org/10.5194/nhess-23-1529-2023, https://doi.org/10.5194/nhess-23-1529-2023, 2023
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Disaster risk reduction requires public power. The aim of this study is to investigate the factors influencing the public's intention to participate in disaster risk reduction. An empirical study was conducted using structural equation modeling data analysis methods. The findings show that public attitudes, perceptions of those around them, ability to participate, and sense of participation are important factors.
Di Wang, Ming Wang, Kai Liu, and Jun Xie
Nat. Hazards Earth Syst. Sci., 23, 1409–1423, https://doi.org/10.5194/nhess-23-1409-2023, https://doi.org/10.5194/nhess-23-1409-2023, 2023
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The short–medium-term intervention effect on the post-earthquake area was analysed by simulations in different scenarios. The sediment transport patterns varied in different sub-regions, and the relative effectiveness in different scenarios changed over time with a general downward trend, where the steady stage implicated the scenario with more facilities performing better in controlling sediment output. Therefore, the simulation methods could support optimal rehabilitation strategies.
Marcos Roberto Benso, Gabriela Chiquito Gesualdo, Roberto Fray Silva, Greicelene Jesus Silva, Luis Miguel Castillo Rápalo, Fabricio Alonso Richmond Navarro, Patricia Angélica Alves Marques, José Antônio Marengo, and Eduardo Mario Mendiondo
Nat. Hazards Earth Syst. Sci., 23, 1335–1354, https://doi.org/10.5194/nhess-23-1335-2023, https://doi.org/10.5194/nhess-23-1335-2023, 2023
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This article is about how farmers can better protect themselves from disasters like droughts, extreme temperatures, and floods. The authors suggest that one way to do this is by offering insurance contracts that cover these different types of disasters. By having this insurance, farmers can receive financial support and recover more quickly. The article elicits different ideas about how to design this type of insurance and suggests ways to make it better.
Shivani Chouhan and Mahua Mukherjee
Nat. Hazards Earth Syst. Sci., 23, 1267–1286, https://doi.org/10.5194/nhess-23-1267-2023, https://doi.org/10.5194/nhess-23-1267-2023, 2023
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The Himalayas are prone to multi-hazards. To minimise loss, proper planning and execution are necessary. Data collection is the basis of any risk assessment process. This enhanced survey form is easy to understand and pictorial and identifies high-risk components of any building (structural and non-structural) surrounded by multi-hazards. Its results can help to utilise the budget in a prioritised way. A SWOT (strengths, weaknesses, threats and opportunities) analysis has been performed.
Thulasi Vishwanath Harish, Nivedita Sairam, Liang Emlyn Yang, Matthias Garschagen, and Heidi Kreibich
Nat. Hazards Earth Syst. Sci., 23, 1125–1138, https://doi.org/10.5194/nhess-23-1125-2023, https://doi.org/10.5194/nhess-23-1125-2023, 2023
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Coastal Asian cities are becoming more vulnerable to flooding. In this study we analyse the data collected from flood-prone houses in Ho Chi Minh City to identify what motivates the households to adopt flood precautionary measures. The results revealed that educating the households about the available flood precautionary measures and communicating the flood protection measures taken by the government encourage the households to adopt measures without having to experience multiple flood events.
Annegret H. Thieken, Philip Bubeck, Anna Heidenreich, Jennifer von Keyserlingk, Lisa Dillenardt, and Antje Otto
Nat. Hazards Earth Syst. Sci., 23, 973–990, https://doi.org/10.5194/nhess-23-973-2023, https://doi.org/10.5194/nhess-23-973-2023, 2023
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In July 2021 intense rainfall caused devastating floods in western Europe with 184 fatalities in the German federal states of North Rhine-Westphalia (NW) and Rhineland-Palatinate (RP), calling their warning system into question. An online survey revealed that 35 % of respondents from NW and 29 % from RP did not receive any warning. Many of those who were warned did not expect severe flooding, nor did they know how to react. The study provides entry points for improving Germany's warning system.
Blaise Mafuko Nyandwi, Matthieu Kervyn, François Muhashy Habiyaremye, François Kervyn, and Caroline Michellier
Nat. Hazards Earth Syst. Sci., 23, 933–953, https://doi.org/10.5194/nhess-23-933-2023, https://doi.org/10.5194/nhess-23-933-2023, 2023
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Risk perception involves the processes of collecting, selecting and interpreting signals about the uncertain impacts of hazards. It may contribute to improving risk communication and motivating the protective behaviour of the population living near volcanoes. Our work describes the spatial variation and factors influencing volcanic risk perception of 2204 adults of Goma exposed to Nyiragongo. It contributes to providing a case study for risk perception understanding in the Global South.
Fatemeh Jalayer, Hossein Ebrahimian, Konstantinos Trevlopoulos, and Brendon Bradley
Nat. Hazards Earth Syst. Sci., 23, 909–931, https://doi.org/10.5194/nhess-23-909-2023, https://doi.org/10.5194/nhess-23-909-2023, 2023
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Assessing tsunami fragility and the related uncertainties is crucial in the evaluation of incurred losses. Empirical fragility modelling is based on observed tsunami intensity and damage data. Fragility curves for hierarchical damage levels are distinguished by their laminar shape; that is, the curves should not intersect. However, this condition is not satisfied automatically. We present a workflow for hierarchical fragility modelling, uncertainty propagation and fragility model selection.
Cited articles
Albornoz, M., Cronkleton, P., and Toro, M.: Estudio regional Guarayos:
Historia de la configuración de un territorio en conflicto, CEDLA and
CIFOR, Santa Cruz, Bolivia, 2008.
Assunção, J., Bragança, A., and Hemsely, P.: High productivity
agricultural techniques in Brazil: Adoption barriers and potential
solutions, Technical paper, Climate Policy Initiative, PUC-Rio, Rio de Janeiro, 2013.
Axelrod, R. (Ed.): Structure of decision: The cognitive maps of political
elites, Princeton University Press, Princeton, NJ, USA, 422 pp., 1976.
Bicalho, A. M. S. M. and Hoefle, S. W.: Conservation units, environmental
services and frontier peasants in the Central Amazon: Multi-functionality,
juxtaposition or conflict?, in: Climate change, culture, and economics:
Anthropological investigations (Research in economic anthropology, Volume
35), edited by: Wood, D. C., Emerald Group Publishing Limited, 65–105,
https://doi.org/10.1108/S0190-128120150000035004, 2015.
Brondizio, E. S. and Moran, E. F.: Human dimension of climate change: The
vulnerability of small farmers in the Amazon, Philos T. Roy. Soc. B, 363, 1803–1809, https://doi.org/10.1098/rstb.2007.0025, 2008.
Carr, D.: Population and deforestation: Why rural migration matters, Prog.
Hum. Geog., 33, 355–378, https://doi.org/10.1177/0309132508096031, 2009.
Caviglia-Harris, J., Sills, E., Bell, A., Harris, D., Mullan, K., and
Roberts, D.: Busting the boom- Bust pattern of development in the Brazilian
Amazon, World Dev., 79, 82–96,
https://doi.org/10.1016/j.worlddev.2015.10.040, 2016.
Celentano, D., Sills, E., Sales, M., and Veríssimo, A.: Welfare outcomes
and the advance of the deforestation frontier in the Brazilian Amazon, World
Dev., 40, 850–864, https://doi.org/10.1016/j.worlddev.2011.09.002, 2012.
Chomitz, K. M.: At loggerheads? Agricultural expansion, poverty reduction,
and environment in the tropical forests, World Bank, Washington, D.C., USA, 2007.
Devisscher, T., Boyd, E., and Malhi, Y.: Anticipating future risk in
social-ecological systems using fuzzy cognitive mapping: The case of
wildfire in the Chiquitania, Bolivia, Ecol. Soc., 21, 18,
https://doi.org/10.5751/ES-08599-210418, 2016.
Dubois, J.: Preliminary forest management guidelines for the National Forest
of Tapajós, Belém, FAO/PRODEPEF Northern Region, Belém, Pará, 41 pp., 1976.
Fairweather, J.: Farmer models of socio-ecologic systems: Application of
causal mapping across multiple locations, Ecol. Model., 221,
555–562, https://doi.org/10.1016/j.ecolmodel.2009.10.026, 2010.
Fearnside, P. M.: Brazil's Cuiabá–Santarém (BR-163) Highway: The
environmental cost of paving a soybean corridor through the Amazon, J.
Environ. Manage., 39, 601–614, https://doi.org/10.1007/s00267-006-0149-2, 2007.
Fearnside, P. M.: Amazon dams and waterways: Brazil's Tapajós Basin
plans, Ambio, 44, 426–439, https://doi.org/10.1007/s13280-015-0642-z, 2015.
Ferraro, P. J. and Pattanayak, S. K.: Money for nothing? A call for empirical
evaluation of biodiversity conservation investments, PLoS Biol., 4,
482–488, https://doi.org/10.1371/journal.pbio.0040105, 2006.
Foley, J. A., Asner, G. P., Costa, M. H., Coe, M. T., DeFries, R., Gibbs, H. K.,
Howard, E. A., Olson, S., Patz, J., Ramankutty, N., and Snyder, P.: Amazonia
revealed: Forest degradation and loss of ecosystem good and services in the
Amazon Basin, Front. Ecol. Environ., 5, 25–32,
https://doi.org/10.1890/1540-9295(2007)5[25:ARFDAL]2.0.CO;2, 2007.
Folhes, R. T., Aguiar, A. P. D., de Stoll, E., Dalla-Nora, E. L.,
Araújo, R., Coelho, A., and do Canto, O.: Multi-scale participatory
scenario methods and territorial planning in the Brazilian Amazon, Futures,
73, 86–99, https://doi.org/10.1016/j.futures.2015.08.005, 2015.
Freeman, L. C.: A Set of Measures of Centrality Based on Betweenness,
Sociometry, 40, 35–41, https://doi.org/10.2307/3033543, 1977.
Freeman, L. C.: Centrality in social networks conceptual clarification,
Soc. Networks, 1, 215–239, https://doi.org/10.1016/0378-8733(78)90021-7,
1978.
Garcia, A., Vilela, V. M. d. F. N., Rizzo, R., West, P. C., Gerber, J. S.,
Engstrom, P. M., and Ballester, M. V.: Assessing land use/cover dynamics and
exploring drivers in the Amazon's arc of deforestation through a
hierarchical, multi-scale and multi-temporal classification approach, Remote
Sensing Applications: Society and Environment, 15, 100233,
https://doi.org/10.1016/j.rsase.2019.05.002, 2019.
Gibbs, H. K., Rausch, L., Munger, J., Schelly, I., Morton, D. C., Noojipady,
P., Soares-Filho, B., Barreto, P., Micol, L., and Walker, N. F.: Brazil's Soy
Moratorium. Supply-chain governance is needed to avoid deforestation,
Science, 347, 377–378, https://doi.org/10.1126/science.aaa0181, 2015.
Global Forest Watch: https://www.globalforestwatch.org/map,
last access: 17 September 2019.
Godfray, H. C. J., Pretty, J., Thomas, S. M., Warham, E. J., and Beddington,
J. R.: Linking policy on climate and food, Science, 331, 1013–1014,
https://doi.org/10.1126/science.1202899, 2011.
Gray, S. A., Gray, S., de Kok, J. L., Helfgott, A. E. R., O'Dwyer, B.,
Jordan, R., and Nyaki, A.: Using fuzzy cognitive mapping as a participatory
approach to analyze change, preferred states, and perceived resilience of
social-ecological systems, Ecol. Soc., 20, 11,
https://doi.org/10.5751/ES-07396-200211, 2015.
Guedes, G. R., VanWey, L. K., Hull, J. R., Antigo, M., and Barbieri, A. F.:
Poverty dynamics, ecological endowments, and land use among smallholders in
the Brazilian Amazon, Soc. Sci. Res., 43, 74–91,
https://doi.org/10.1016/j.ssresearch.2013.09.002, 2014.
Guimberteau, M., Ciais, P., Ducharne, A., Boisier, J. P., Dutra Aguiar, A. P., Biemans, H., De Deurwaerder, H., Galbraith, D., Kruijt, B., Langerwisch, F., Poveda, G., Rammig, A., Rodriguez, D. A., Tejada, G., Thonicke, K., Von Randow, C., Von Randow, R. C. S., Zhang, K., and Verbeeck, H.: Impacts of future deforestation and climate change on the hydrology of the Amazon Basin: a multi-model analysis with a new set of land-cover change scenarios, Hydrol. Earth Syst. Sci., 21, 1455–1475, https://doi.org/10.5194/hess-21-1455-2017, 2017.
Haddad, N. M., Brudvig, L. A., Clobert, J., Davies, K. F., Gonzalez, A., Holt,
R. D., Lovejoy, T. E., Sexton, J. O., Austin, M. P., Collins, C. D., Cook, W. M.,
Damschen, E. I., Ewers, R. M., Foster, B. L., Jenkins, C. N., King, A. J.,
Laurence, W. F., Levey, D. J., Margules, C. R., Melbourne, B. A., Nicholls,
A. O., Orrock, J. L. Song, D.-X., and Townshend, J. R.: Habitat fragmentation
and its lasting impact on Earth's ecosystems, Sci. Adv., 1, 1–9,
https://doi.org/10.1126/sciadv.1500052, 2015.
Harris, N. L., Brown, S., Hagen, S. C., Saatchi, S. S., Petrova, S., Salas, W.,
Hansen, M. C., Potapov, P. V., and Lotsch, A.: Baseline map of carbon
emissions from deforestation in tropical regions, Science, 336,
1573–1576, https://doi.org/10.1126/science.1217962, 2012.
Hoefle, S. W.: Multi-functionality, juxtaposition and conflict in the Central
Amazon: Will tourism contribute to rural livelihoods and save the
rainforest?, J. Rural Stud., 44, 24–36,
https://doi.org/10.1016/j.jrurstud.2015.12.009, 2016.
Høiby, M. and Zenteno-Hopp, J.: Bolivia: Emerging and traditional elites
and the governance of the soy sector, in: Environmental politics in Latin
America: Elite dynamics, the left tide and sustainable development, edited
by: Bull, B. and Aguilar Støen, M. C., Routledge, London, UK, 51–70,
2015.
Hosonuma, N., Herold, M., De Sy, V., De Fries, R. S., Brockhaus, M., Verchot,
L., Angelsen, A., and Romijn, E.: An assessment of deforestation and forest
degradation drivers in developing countries, Environ. Res. Lett., 7, 1–12,
https://doi.org/10.1088/1748-9326/7/4/044009, 2012.
IBAMA (Instituto Brasileiro do Meio Ambiente e dos Recursos Naturais
Renováveis): Plano de manejo Floresta Nacional do Tapajós, 1,
Informações Gerais, Brasilia, Brazil, 580 pp, 2004.
INE (Instituto Nacional de Estadistica de Bolivia): Ficha resumen Censo
Nacional Agropecuario 2013, available at:
https://www.ine.gob.bo/index.php/prensa/publicaciones/118-publicaciones/estadisticas-por-actividad-economica/158-censo-agropecuario-2013-bolivia (last access: 31 July 2019), 2015.
Ioris, A. A. R.: The paradox of poverty in rich ecosystems: Impoverishment and
development in the Amazon of Brazil and Bolivia, Geogr. J., 182, 178–189,
https://doi.org/10.1111/geoj.12124, 2016.
Killeen, T. J., Guerra, A., Calzada, M., Correa, L., Calderon, V., Soria, L.,
Quezada, B., and Steininger, M. K.: Total historical land-use change in
eastern Bolivia: Who, where, when, and how much?, Ecol. Soc., 13, 36,
https://doi.org/10.5751/ES-02453-130136, 2008.
Kok, K.: The potential of Fuzzy Cognitive Maps for semi-quantitative
scenario development, with an example from Brazil, Global Environ. Chang., 19,
122–133, https://doi.org/10.1016/j.gloenvcha.2008.08.003, 2009.
Kok, K. and van Vliet, M.: Using a participatory scenario development
toolbox: added values and impact on quality of scenarios, J. Water Clim.
Change, 2, 87–105, https://doi.org/10.2166/wcc.2011.032, 2011.
Kosko, B.: Fuzzy cognitive maps, Int. J. Man. Mach. Stud., 24, 65–75,
https://doi.org/10.1016/S0020-7373(86)80040-2, 1986.
Kosko, K.: Fuzzy systems as universal approximators, IEEE T.
Comput., 43, 1329–1333, 1994.
Lapola, D. M., Martinelli, L. A., Peres, C. A., Ometto, J. P. H. B., Ferreira,
M. E., Nobre, C. A., Aguiar, A. P. D., Bustamante, M. M. C., Cardoso, M. F., Costa,
A. J., Leite, C. C., Sampaio, G., Strassburg, B. N., and Vieira, I. C. G:
Pervasive transition of the Brazilian land-use system, Nat. Clim. Change, 4,
27–35, https://doi.org/10.1038/nclimate2056, 2014.
Lenton, T. M.: Early warning of climate tipping points, Nat. Clim. Change, 1,
201–209, https://doi.org/10.1038/nclimate1143, 2011.
Le Tourneau, F.-M., Marchand, G., Greissing, A., Nasuti, S., Droulers, M.,
Bursztyn, M., Léna, P., and Dubreuil, V.: The DURAMAZ indicator system: A
cross-disciplinary comparative tool for assessing ecological and social
changes in the Amazon, Philos. T. Roy. Soc. B, 368, 20120475,
https://doi.org/10.1098/rstb.2012.0475, 2013.
Malhi, Y., Roberts, J. T., Betts, R. A., Killeen, T. J., Li, W. H., and Nobre,
C. A.: Climate change, deforestation, and the fate of the Amazon, Science,
319, 169–172, https://doi.org/10.1126/science.1146961, 2008.
Manners, R. and Varela-Ortega, C.: The role of decision-making in ecosystem
service trade-offs in lowland Bolivia's Amazonian agricultural systems,
Ecol. Econ., 153, 31–42,
https://doi.org/10.1016/j.ecolecon.2018.06.021, 2018.
McNeil, D., Verburg, R., and Bursztyn, M.: Institutional context for sustainable
development, in: Land use policies for sustainable development. Exploring
integrated assessment approaches, edited by: McNeil, D., Nesheim, I., and
Brouwer, F., Edward Elgar, Cheltenham, UK, Northampton, MA, USA, 24–44,
2012.
Müller, R., Pacheco, P., and Montero, J. C.: The context of deforestation
and forest degradation in Bolivia: Drivers, agents and institutions,
Occasional Paper, 108, CIFOR, Bogor, Indonesia,
https://doi.org/10.17528/cifor/004600, 2014.
Nepstad, D., McGrath, D., Stickler, C., Alencar, A., Azevado, A., Swette,
B., Bezerra, T., DiGiano, M., Shimada, J., Serioa da Motta, R., Armijo, E.,
Castello, L., Brando, P., Hansen, M. C., McGrath-Horn, M., Carvalho, O., and
Hess, L.: Slowing Amazon deforestation through public policy and
interventions in beef and soy supply chains, Science, 344, 1118–1123, https://doi.org/10.1126/science.1248525, 2014.
Newton, P., Argawal, A., and Wollenberg, L.: Enhancing the sustainability of
commodity supply chains in tropical forest and agricultural landscapes,
Global Environ. Chang., 23, 1761–1772,
https://doi.org/10.1016/j.gloenvcha.2013.08.004, 2013.
Nobre, C. A., Sampaio, G., Borma, L. S., Castilla-Rubio, J. C., Silva, J. S.,
and Cardoso, M.: Land-use and climate change risks in the Amazon and the
need of a novel sustainable development paradigm, P. Natl. Acad. Sci. USA,
113, 10759–10768, https://doi.org/10.1073/pnas.1605516113, 2016.
Olazabal, M. and Pascual, U.: Use of fuzzy cognitive maps to study urban
resilience and transformation, Environmental Innovation and Societal
Transitions, 18, 18–40, https://doi.org/10.1016/j.eist.2015.06.006, 2016.
Oliviera, L. J. C., Costa, M. H., Soares-Filho, B. S., and Coe, M. T.: Large-scale
expansion of agriculture in Amazonia may be a no-win scenario, Environ. Res.
Lett., 8, 024021, https://doi.org/10.1088/1748-9326/8/2/024021, 2013.
Özesmi, U. and Özesmi, S. L.: Ecological models based on people's
knowledge: A multi-step fuzzy cognitive mapping approach, Ecol. Model., 176,
43–64, https://doi.org/10.1016/j.ecolmodel.2003.10.027, 2004.
Pacheco, P.: Agricultural expansion and deforestation in lowland Bolivia:
The import substitution versus the structural adjustment model, Land Use
Policy, 23, 206–225, 2006.
Page, L., Brin, S., Motwani, R., and Winograd, T.: The PageRank citation
ranking: Bringing order to the Web. Technical Report SIDL-WP-1999-0120, Stanford Digital Library, Stanford, USA, 1999.
Papageorgiou, E. I., Aggelopoulou, K. D., Gemtos, T. A., and Nanos, G. D.:
Yield prediction in apples using Fuzzy Cognitive Map learning approach,
Comput. Electron. Agr., 91, 19–29,
https://doi.org/10.1016/j.compag.2012.11.008, 2013.
Pinho, P., Patenaude, G., Ometto, J. P., Meir, P., Toledo, P. M., Coelho, A.,
and Young, C. E. F.: Ecosystem protection and poverty alleviation in the
tropics: Perspective from a historical evolution of policy-making in the
Brazilian Amazon, Ecosyst. Serv., 8, 97–109,
https://doi.org/10.1016/j.ecoser.2014.03.002, 2014.
Reardon, T. and Vosti, S. A.: Links between rural poverty and the
environment in developing countries: Asset categories and investment
poverty, World Dev., 23, 1495–1506,
https://doi.org/10.1016/0305-750X(95)00061-G, 1995.
Reckien, D.: Weather extremes and street life in India-Implications of Fuzzy
Cognitive Mapping as a new tool for semi-quantitative impact assessment and
ranking of adaptation measures, Global Environ. Chang., 26, 1–13,
https://doi.org/10.1016/j.gloenvcha.2014.03.005, 2014.
Rodrigues, A. S. L., Ewers, R. M., Parry, L., Souza Jr., C., Veríssimo, A.,
and Balmford, A.: Boom-and-bust development patterns across the Amazon
deforestation frontier, Science, 324, 1435–1437,
https://doi.org/10.1126/science.1174002, 2009.
Rodrigues-Filho, S., Verburg, R., Bursztyn, M., Lindoso, D., Debortoli, N.,
and Vilhena, A. M. G.: Election-driven weakening of deforestation control in
the Brazilian Amazon, Land Use Policy, 43, 111–118,
https://doi.org/10.1016/j.landusepol.2014.11.002, 2015.
Salahodjaev, R.: Intelligence and deforestation: International data, Forest
Policy Econ., 63, 20–27, https://doi.org/10.1016/j.forpol.2015.12.003, 2016.
Simmons, S. S., Walker, R. T., Arima, E. Y., Aldrich, S. P., and Caldas, M. M.:
The Amazon land war in the South of Pará, Ann. Assoc. Am. Geogr., 97, 567–592, https://doi.org/10.1111/j.1467-8306.2007.00564.x, 2007.
Spracklen, D. V. and Garcia-Carreras, L.: The impact of Amazonian
deforestation on Amazon basin rainfall, Geophys. Res. Lett., 42, 9546–9522,
https://doi.org/10.1002/2015GL066063, 2015.
Stavenhagen, R.: Promotion and protection of all human rights, civil,
political, economic, social and cultural rights, including the right to
development – Report on the situation of human rights and fundamental
freedoms of indigenous people. Mission to Bolivia. United Nations (UN),
available at:
https://www2.ohchr.org/english/bodies/hrcouncil/docs/11session/A.HRC.11.11.pdf (last access: 31 July 2019), 2009.
Tejada, G., Dalla-Nora, E., Cordoba, D., Lafortezza, R., Ovando, A., Assis,
T., and Aguiar, A. P.: Deforestation scenarios for the Bolivian lowlands,
Environ. Res., 144, 49–63, https://doi.org/10.1016/j.envres.2015.10.010,
2016.
Tolman, E. C.: Cognitive maps in rats and men, Psychol. Rev., 55,
189–208, 1948.
Tritsch, I. and Arvor, D.: Transition in environmental governance in the
Brazilian Amazon: Emergence of a new pattern of socio-economic development
and deforestation, Land Use Policy, 59, 446–455,
https://doi.org/10.1016/j.landusepol.2016.09.018, 2016.
Varela-Ortega, C., Blanco, I., Manners, R., Esteve, P., Kok, K., Toledo, M.,
Martorano, L., Simoes, M., Diniz, F., Lazos, E., and Gerritsen, P.: Methods
and results from the first and second of local stakeholder meetings – Part 1,
Deliverable D3.1.3, ROBIN Project (No 283093), FP7, DG Research, European
Commission, Madrid, Spain, 192 pp., 2013.
Vasslides, J. M. and Jensen, O. P.: Fuzzy cognitive mapping in support of
integrated ecosystem assessments: Developing a shared conceptual model among
stakeholders, J. Environ. Manage., 15, 348–356,
https://doi.org/10.1016/j.jenvman.2015.10.038, 2016.
Verburg, R., Rodrigues-Filho, S., Debortoli, N., Lindoso, D., Nesheim, I.,
and Bursztyn, M.: Evaluating sustainability options in an agricultural
frontier of the Amazon using multi-criteria analysis, Land Use Policy, 37,
27–39, https://doi.org/10.1016/j.landusepol.2012.12.005, 2014.
Weinhold, D., Reis, E. J., and Vale, P. M.: Boom–bust patterns in the
Brazilian Amazon, Global Environ. Chang., 35, 391–399,
https://doi.org/10.1016/j.gloenvcha.2015.09.013, 2015.
World Bank: The Worldwide Governance Indicators (WGI) project, World Bank,
Washington, D.C., USA, available at:
http://info.worldbank.org/governance/wgi/index.aspx#home (last access: 10 December 2018), 2016.
Zemp, D. C., Schleussner, C.-F., Barbosa, H. M. J., and Rammig, A.:
Deforestation effects on Amazon forest resilience, Geophys. Res. Lett., 44,
6182–6190, https://doi.org/10.1002/2017GL072955, 2017.
Short summary
The Amazon rainforest is being destroyed, resulting in negative ecological and social impacts. We explore how stakeholders perceive the causes of the Amazon's degradation in Bolivia and Brazil and develop a series of scenarios to help strengthen the balance between human development and environmental conservation. The results suggest that the application of governance and well-integrated technical and social reform strategies encourages positive regional changes even under climate change.
The Amazon rainforest is being destroyed, resulting in negative ecological and social impacts....
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