Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • View all journals
  • My Account Login
  • Explore content
  • About the journal
  • Publish with us
  • Sign up for alerts
  • Open access
  • Published: 29 May 2018

Effective adaptation to rising flood risk

  • Brenden Jongman 1 , 2  

Nature Communications volume  9 , Article number:  1986 ( 2018 ) Cite this article

40k Accesses

200 Citations

171 Altmetric

Metrics details

  • Climate sciences
  • Natural hazards

Floods are causing increasing havoc in our rapidly urbanizing world, with disproportionally high impacts on the poorest and most vulnerable. Effective adaptation strategies are needed, which combine flood protection infrastructure, nature-based solutions, and risk financing schemes to manage floods and buffer their economic impacts.

Global weather-related disaster losses exceeded US$300 billion in 2017, which made this the most costly year on record and continues a long-term upward trend 1 . For the first time in history, over half the world’s population now live in cities, many of which are located at rivers, along coastlines, or both. A new study shows that the total urban area exposed to flooding in Europe has increased by 1000% over the past 150 years 2 . On a global scale, trends in flood zone urbanization have been similarly steep and continue to climb, especially in Africa and Asia 3 , 4 . Not only does this mean that ever more human assets are in the way of floods, but urbanization with an increase of non-permeable surfaces and lack of natural drainage creates additional flooding issues that did not previously exist.

Socioeconomic changes are further compounded by climate change-induced increases in extreme rainfall which amplify the intensity and probability of floods. In Europe, all climate models consistently show an increase in flood impacts across most Western and Central countries, approximately doubling the expected damage by the end of the century 5 . In addition, changing patterns of spring snowmelt and winter storms have dramatically affected the timing of floods throughout the year 6 . Within these long-term trends, inter-annual fluctuations due to large scale atmospheric patterns such as the North Atlantic Oscillation (NAO) and the East Atlantic pattern (EA) cause strong year-to-year fluctuations in rainfall and resulting flood damages 7 .

The impacts of flooding go far beyond direct damages to assets and infrastructure. Economic losses resulting from business disruption, welfare effects and supply chain shocks can often at times equal or exceed direct damages 8 . In extreme cases, such as the shut-down of Wall Street due to Hurricane Sandy, economic ripple effects may be felt across an entire sector around the globe. The welfare loss from flood events hits the poorest in society hardest. In many countries, the poorest population groups are relatively overexposed to flooding, as they are often forced to live and work in low-lying areas 9 . In addition, the poorest households are more vulnerable to the resulting impacts to their income, and can often be pushed across the poverty line by a single event 10 . As such, natural disasters may effectively increase global poverty 11 .

Positive trends, however, are visible. Economic development, technological progress and targeted adaptation interventions help reduce flood impacts over time. In Europe, fatalities and normalized economic losses (losses as % of GDP) have decreased significantly over recent decades, despite an increase in flooded area and absolute losses 2 . Globally, too, such a decline in relative impact has been observed, as low-income countries are becoming less vulnerable as per-capita income rises 12 . This demonstrates that effective adaptation to flooding is feasible, even when faced by growing exposure and a changing climate.

Adaptation to flooding

If all natural disasters could suddenly and completely be eliminated, hundreds of billions of dollars in damages would be saved each year and the number of people living in extreme poverty would immediately fall by 26 million 11 . However, not all disasters can be prevented. Effective adaptation to rising flood risk requires a diversified approach of interventions, which may include structural flood protection measures, early warning systems, risk-informed land planning, nature-based solutions, social protection and risk financing instruments 13 . The right mix of measures varies from place to place, subject to levels of risk, funding, and political will.

Physical flood protection measures, such as dikes and levees, are generally cost-effective in areas with high population and asset concentrations 14 . The Netherlands, being a highly populated and highly flood prone country, is the prime example of a country relying heavily on such structural measures. Most of the coastline is protected with a dike system offering protection against events that only occur once every 10,000 years. However, such protection works require immense capital investments for construction and maintenance, for which both political momentum and government budgets are often missing. In addition, research in the field of socio-hydrology has shown that increasing flood protection can give a false sense of security and may boost development in these protected flood-prone areas. However, while the resulting system may have a lower risk overall, the potential impacts of a dike-breaching event can be catastrophic 15 .

Recently, governments are increasingly turning to nature to manage flooding 16 . Such nature-based solutions include widening of natural flood plains, protecting and expanding wetlands, restoring oyster and coral reefs and investing in urban green spaces to reduce run-off. In the United States, natural wetlands have moderated damages from Hurricane Sandy by an estimated $625 million 17 . In the Gulf of Mexico, nature-based adaptation measures could even reduce overall risk by a stunning $50 billion, with an average benefit to cost ratio of 3.5 18 . Meanwhile, China has started implementing the national “Sponge Cities” program in 16 pilot cities, where vast amounts of green space will be integrated into urban design to prevent surface flooding. In addition to effectively reducing flood risk, nature-based solutions can have a wide range of positive effects on ecosystem conservation, carbon storage, tourism and local employment. Implementing natural approaches often also requires the involvement of various stakeholder groups, thereby helping with awareness raising and consensus building.

Yet, in spite of the multiple benefits of nature-based solutions, flood control remains heavily dependent on ‘gray’ infrastructure interventions. The relatively slow uptake of nature-based solutions demonstrates the current lack of understanding regarding feasible protection levels, appropriate maintenance and monitoring schemes, and available flexible funding mechanisms for such approaches 19 . In many cases, combining green and gray infrastructure measures into so-called ‘hybrid’ solutions have the best potential to safeguard the security provided by infrastructure while providing the benefits of natural approaches (Fig.  1 ). Careful analyses should be conducted to evaluate the range of available options and design flood management schemes that combine natural, infrastructural and policy instruments in the most effective way 20 .

figure 1

Hybrid flooding solutions. By reducing wave run-up, a hybrid solution that combines mangrove conservation with a levee can reduce construction and maintenance costs while offering the same protection level. Figure reproduced from ref. 20

Financing the residual risk

Whereas adaptation has ensured that normalized losses as a percentage of GDP are stable, or even declining in some regions, the absolute financial loss levels are still on the rise. Financing the repair of and recovery from flood damages has therefore become a rising challenge. Uninsured losses and the lack of financial means for flood recovery and response may impact peoples’ well-being, the country’s budget and the overall economy. The construction of risk financing strategies determines the short-term and long-term financial burden of floods on individuals and companies. If effectively designed, risk transfer mechanisms such as insurance products can even incentivize active risk reduction by policy holders.

Individual European countries have put in place a variety of national risk financing systems, including differing private flood insurance products. However, the insurance coverage rates are generally low, and cannot work independently without a parallel government mechanism. Government support can include subsidizing insurance premiums, managing insurance schemes, acting as a monopolistic insurance provider, or simply providing ad-hoc post-disaster aid 21 . The latter is often associated with negative effects, such as reduced incentives for risk reduction.

On a continental level, the European Commission also provides financial relief through the EU Solidarity Fund. This Fund can supplement the financial expenditures of member states for large events. However, the Solidarity Fund is insufficient to cover all eligible losses and does not encourage risk reduction 22 . Under climate change induced increases in flood extremes, the financial sustainability of the Fund is likely to deteriorate further. Europe, however, is not the only place where financing schemes are dependent on accurate understanding of risk trends. In the United States, new modeling work has shown that the official national flood maps may underestimate flood exposure by a factor 3, which could have important consequences for the national insurance program 23 .

Risk perception

The design of such holistic risk management strategies requires an accurate understanding of the level of risk across the various layers of society. One important remaining limitation in our understanding of flood risk is the way individuals perceive and respond to risk. Even if we manage to model population density and flood inundation with increasing accuracy, assumptions about peoples’ risk reducing behavior, willingness to relocate, and access to information play a key role in the actual level of risk. Neglecting this behavioral component may overestimate actual impacts by a factor two 25 . Recent innovations in agent-based modeling now allow us to integrate complex human behavior in integrated risk assessments, which will allow us to create much more realistic scenarios of flood impacts and possible adaptation solutions 26 .

The new age of social media may help us better understand the human aspects of flooding. All Twitter messages are now automatically screened and georeferenced in order to identify and locate flood events around the world 24 (Fig.  2 ). The Philippines Red Cross is already using this as an operational tool for flood response, opening the door not only to the earlier detection of events, but also to understanding the perception, impacts and response to floods as they occur. In areas where Twitter is not available, similar rapid text-mining technologies are currently being developed that rely on websites, newspaper articles, and text messages.

figure 2

Social media and flooding. Number of flood-related Twitter messages (“tweets”) during the January 2018 floods in France. Advances in social media analytics are used to detect and monitor floods earlier, allowing for more effective response (figure produced by the author using data from the TAGGS 24 model, accessible through the Global Flood Monitor - https://www.globalfloodmonitor.org/ )

Clearly, managing flood risk involves much more than building dikes. Governments need to be invested in the complex task of adopting holistic risk management strategies that combine economically viable investments in risk reduction along with well-designed financial instruments to cover residual losses, whilst acknowledging the ever-changing and cross-boundary nature of risk.

Swiss Re. Preliminary sigma catastrophe estimates for 2017 . (2017).

Paprotny, D., Sebastian, A., Morales-Napoles, O. & Jonkman, S. Trends in flood losses in Europe over the past 150 years. Nat. Commun . (2018).

Winsemius, H. C. et al. Global drivers of future river flood risk. Nat. Clim. Chang 6 , 381–385 (2015).

Article   ADS   Google Scholar  

Jongman, B., Ward, P. J. & Aerts, J. C. J. H. Global exposure to river and coastal flooding: long term trends and changes. Glob. Environ. Chang 22 , 823–835 (2012).

Article   Google Scholar  

Alfieri, L., Dottori, F., Betts, R., Salamon, P. & Feyen, L. Multi-model projections of river flood risk in Europe under global warming. Climate 6 , 6 (2018).

Blöschl, G. et al. Changing climate shifts timing of European floods. Science 357 , 588–590 (2017).

Article   ADS   PubMed   CAS   Google Scholar  

Guimares Nobre, G., Jongman, B., Aerts, J. & Ward, P. J. The role of climate variability in extreme floods in Europe. Environ. Res. Lett . 12 , 084012 (2017).

Hallegatte, S. An adaptive regional input-output model and its application to the assessment of the economic cost of katrina. Risk Anal. 28 , 779–799 (2008).

Article   PubMed   Google Scholar  

Winsemius, H. C. et al. Disaster risk, climate change, and poverty: assessing the global exposure of poor people to floods and droughts. Environ. Dev. Econ . 7 , 642–646 (2018).

Hallegatte, S. et al. Shock waves: managing the impacts of climate change on poverty . (The World Bank, 2015).

Hallegatte, S., Vogt-Schilb, A., Bangalore, M. & Rozenberg, J. Unbreakable: building the resilience of the poor in the face of natural disasters. (World Bank Publications, 2017).

Jongman, B. et al. Declining vulnerability to river floods and the global benefits of adaptation. PNAS 1414439112- . https://doi.org/10.1073/pnas.1414439112 (2015).

Aerts, J. C. J. H., Botzen, W. J. W., Emanuel, K., Lin, N. & Moel, H. De Evaluating Flood Resilience Strategies for Coastal Megacities. Sci. (80-.) 344 , 473–475 (2014).

Ward, P. J. et al. A global framework for future costs and benefits of river-flood protection in urban areas. Nat. Clim. Chang . 17 , 642-646 (2017).

Ciullo, A., Viglione, A., Castellarin, A., Crisci, M. & Di Baldassarre, G. Socio-hydrological modelling of flood-risk dynamics: comparing the resilience of green and technological systems. Hydrol. Sci. J. 62 , 880–891 (2017).

Temmerman, S. et al. Ecosystem-based coastal defence in the face of global change. Nature 504 , 79–83 (2013).

Narayan, S. et al. The Value of Coastal Wetlands for Flood Damage Reduction in the Northeastern USA. Sci. Rep. 7 , 9463 (2017).

Article   ADS   PubMed   PubMed Central   CAS   Google Scholar  

Reguero, B. G., Beck, M. W., Bresch, D. N., Calil, J. & Meliane, I. Comparing the cost effectiveness of nature-based and coastal adaptation: A case study from the Gulf Coast of the United States. PLoS One 13 , e0192132 (2018).

Article   PubMed   PubMed Central   Google Scholar  

UN-Water. The United Nations World Water Development Report 2018: Nature-Based Solutions for Water . (2018).

van Wesenbeeck, B. K. et al. Implementing Nature Based Flood Protection: Principles and Implementation Guidance . World Bank Group, Washington, D.C., (2017).

Prettenthaler, F., Albrecher, H., Asadi, P. & Köberl, J. On flood risk pooling in Europe. Nat. Hazards 88 , 1–20 (2017).

Jongman, B. et al. Increasing stress on disaster-risk finance due to large floods. Nat. Clim. Chang 4 , 264–268 (2014).

Wing, O. E. J. et al. Estimates of present and future flood risk in the conterminous United States. Environ. Res. Lett. 13 , 34023 (2018).

de Bruijn, J. A., de Moel, H., Jongman, B., Wagemaker, J. & Aerts, J. C. J. H. TAGGS: Grouping Tweets to Improve Global Geoparsing for Disaster Response. J. Geovisualization Spat. Anal. 2 , 2 (2018).

Haer, T., Botzen, W. J. W., de Moel, H. & Aerts, J. C. J. H. Integrating Household Risk Mitigation Behavior in Flood Risk Analysis: An Agent-Based Model Approach. Risk Anal. 37 , 1977–1992 (2017).

Aerts, J. C. J. H. et al. Integrating human behaviour dynamics into flood disaster risk assessment. Nat. Clim. Chang 8 , 193–199 (2018).

Download references

Acknowledgements

I thank J de Bruijn and B van Wesenbeeck for helpful discussions and input.

Author information

Authors and affiliations.

Institute for Environmental Studies, VU University Amsterdam, Amsterdam, The Netherlands

Brenden Jongman

Global Facility for Disaster Reduction and Recovery (GFDRR), The World Bank, Washington, DC, USA

You can also search for this author in PubMed   Google Scholar

Contributions

B.J. wrote the manuscript.

Corresponding author

Correspondence to Brenden Jongman .

Ethics declarations

Competing interests.

The author declares no competing interests.

Additional information

Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ .

Reprints and permissions

About this article

Cite this article.

Jongman, B. Effective adaptation to rising flood risk. Nat Commun 9 , 1986 (2018). https://doi.org/10.1038/s41467-018-04396-1

Download citation

Received : 19 April 2018

Accepted : 26 April 2018

Published : 29 May 2018

DOI : https://doi.org/10.1038/s41467-018-04396-1

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

This article is cited by

Financial constraints and short-term planning are linked to flood risk adaptation gaps in us cities.

  • Anya Nakhmurina

Communications Earth & Environment (2024)

Atmospheric and oceanic signals for the interannual variability of warm-season flood-inducing rainfall frequency over the middle and lower reaches of the Yangtze River basin

Climate Dynamics (2024)

Cost-effective adaptation strategies to rising river flood risk in Europe

  • Francesco Dottori
  • Lorenzo Mentaschi

Nature Climate Change (2023)

Spatially interactive modeling of land change identifies location-specific adaptations most likely to lower future flood risk

  • Georgina M. Sanchez
  • Anna Petrasova
  • Ross K. Meentemeyer

Scientific Reports (2023)

Evaluating Flood Susceptibility in the Brahmaputra River Basin: An Insight into Asia's Eastern Himalayan Floodplains Using Machine Learning and Multi-Criteria Decision-Making

  • Jatan Debnath
  • Dhrubajyoti Sahariah
  • Anup Saikia

Earth Systems and Environment (2023)

Quick links

  • Explore articles by subject
  • Guide to authors
  • Editorial policies

Sign up for the Nature Briefing: Anthropocene newsletter — what matters in anthropocene research, free to your inbox weekly.

hypothesis on floods

Advertisement

Advertisement

Flooding trends and their impacts on coastal communities of Western Cape Province, South Africa

  • Published: 25 June 2021
  • Volume 87 , pages 453–468, ( 2022 )

Cite this article

hypothesis on floods

  • Kaitano Dube   ORCID: orcid.org/0000-0002-7482-3945 1 ,
  • Godwell Nhamo 2 &
  • David Chikodzi 2  

25k Accesses

35 Citations

22 Altmetric

Explore all metrics

Climate change-induced extreme weather events have been at their worst increase in the past decade (2010–2020) across Africa and globally. This has proved disruptive to global socio-economic activities. One of the challenges that has been faced in this regard is the increased coastal flooding of cities. This study examined the trends and impacts of coastal flooding in the Western Cape province of South Africa. Making use of archival climate data and primary data from key informants and field observations, it emerged that there is a statistically significant increase in the frequency of flooding and consequent human and economic losses from such in the coastal cities of the province. Flooding in urban areas of the Western Cape is a factor of human and natural factors ranging from extreme rainfall, usually caused by persistent cut off-lows, midlatitude cyclones, cold fronts and intense storms. Such floods become compounded by poor drainage caused by vegetative overgrowth on waterways and land pollution that can be traced to poor drainage maintenance. Clogging of waterways and drainage systems enhances the risk of flooding. Increased urbanisation, overpopulation in some areas and non-adherence to environmental laws results in both the affluent and poor settling on vulnerable ecosystems. These include coastal areas, estuaries, and waterways, and this worsens the risk of flooding. The study recommends a comprehensive approach to deal with factors that increase the risk of flooding as informed by the provisions of both the Sustainable Development Goals framework and the Sendai Framework for Disaster Risk Reduction 2015–2030 in a bid to de-risking human settlement in South Africa.

Similar content being viewed by others

hypothesis on floods

Flood exposure and social vulnerability in the United States

hypothesis on floods

Causes, impacts and coping strategies of floods in Ghana: a systematic review

hypothesis on floods

Drought and Urbanization: The Case of the Philippines

Avoid common mistakes on your manuscript.

Introduction

The world over, many people are resident in coastal areas. The romantic connection between humanity and coastal communities has a long history dating back to the pre-civilisation era. According to Hallegatte et al. ( 2013 ), coastal cities are witnessing an increase in the frequency, intensity and impact of coastal flooding. The cost of flooding can be attributed to several factors such as rapid urbanisation, the increased construction and installation of other assets along the coastal line and climate change (Amoako & Frimpong Boamah, 2015 ; Dhiman et al., 2019 ). Chan ( 2018 ) argue that hydrological hazards faced by coastal cities emanate from a combination of factors such as uncontrolled urban development, climate change, and sea level rise.

Climate change has ushered in a new era of challenges for coastal towns and cities. These areas experience nature’s backlash in the form of intense rainfall, sea level rise, in some instances, tropical cyclones and increasing tidal activity and storm surges (Dube et al., 2020a , 2020b ). The increasing incidence of extreme weather events is worrying as it presents complex challenges for coastal communities' socio-economic development. According to Ogie et al. ( 2018 ), critical coastal infrastructure such as pumps, flood gates, and embankments are particularly vulnerable to increased floods. In addition, transport networks remain vulnerable to coastal flooding (Duy et al., 2019 ). This is likely to threaten the achievement of the global inclusive Sustainable Development Goals (SDGs) that are set to be achieved in 2030 (United Nations, 2015 ).

There is, therefore, a growing consensus and worry that coastal areas are increasingly becoming global hotspots for climate change-induced extreme weather disasters (Chan et al., 2018 ). Balica et al. ( 2012 ) indicate the need to enhance understanding of global vulnerability by explicitly focusing on coastal flooding, which is becoming more common and problematic across the world. Regardless of coastal flooding's recognition as a significant challenge to most areas, the knowledge of the actual extent of climate change risk to coastal areas remains a challenge to most areas in Africa (Kithiia, 2011 ). As a consequence, addressing flood resilience in that context is problematic. According to Handayani et al. ( 2019 ), resilience-building must be a key focus in ensuring coastal areas’ sustainability in the wake of climate change. In light of this call, this study examines and documents the trends and impacts of flooding in the coastal province of Western Cape, South Africa. Although the principal aim of the study is to examine trends and impact of floods in the Western Cape province in general, the main focus will be on urban areas where the greatest socio-econimic impacts occur. Two critical research questions are raised: (1) What has been the long-term flood occurrence in the Western Cape province? (2) What has been the socio-economic impact of these floods on the Western Cape province?.

Literature survey

Extreme weather events remain among the global challenges that both inland and coastal communities must contend with in the quest to ensure sustainable development. Apart from the COVID-19 pandemic, which has had a devastating impact on global economies in 2020 (Nhamo et al., 2020 ), climate change is a wicked problem that the world must battle with going forward if development target aspirations are to be met. The challenge of extreme weather events is particularly pronounced and felt by most developing countries, which still lack the means for adaptation or maladapt (Leal Filho, 2018 , 2019 ; Mirza, 2003 ). In most cases, there is a clear link between communities’ income levels and adaptive capacity. By nature, adaptation requires that nations and states invest more resources into climate change resilience initiatives. Experience has often shown that such resources are often not available for most developing countries, even for basic needs. Therefore, it is anticipated that climate change will likely worsen marginalised communities’ poverty levels due to the impacts pf extreme weather events and costs associated with the damage.

One of the impacts of extreme weather events that has caused challenges for development agencies and planners is the issue of flooding in coastal urban spaces. Besides flooding (a process of submerging of land that is usual dry by overflowing water), coastal communities must battle with other climate change induced challenges such as sea level rise, coastal erosion, ocean pollution, rising sea surface temperature, coral bleaching and severe droughts (IPCC, 2019 ). These coastal challenges have disturbed coastal communities' lives and livelihoods with far-reaching implications for inland communities, which often depends on coastal areas for recreation, food, and other critical supplies. This presents severe challenges for coastal urban communities in Sub-Saharan Africa, where coastal areas are also battling the challenges caused by rapid urbanisation (Cian et al., 2019 ; Dodman et al., 2017 ).

Cities and communities in Southern and Eastern Africa have not been spared from climate change-related hazards, with many cities battling flooding. A study by Braccio ( 2014 ) reveals that in Maputo, a coastal city in Mozambique, there have been increasing incidences of flooding due to the compounded impact of rising sea levels and intense rainfall activity attributed to climate change. As Kabanda ( 2020 ) finds, Mombasa's vulnerability in Kenya due to rising sea level has placed infrastructure such as roads and buildings under flood threat. On the other hand, the threat of flooding in South Africa’s coastal areas is not well documented, with very few studies focussing on the issue (see, for example, Fitchett et al., 2016 ; Dalu et al., 2018 ). This is also the picture across many other places in Southern Africa. Consequently, there are fears that this will curtail the adoption of adequate adaptation and resilience measures.

Despite fears by communities and preliminary evidence of the catastrophic impact of floods in coastal areas there has been little effort to adequately address this challenge. According to Fitchett et al. ( 2016 ), the challenge of coastal flooding is a real perceived threat by tourism businesses operating in the coastal towns of the Eastern Cape province of South Africa. In another study, Dalu et al. ( 2018 ) found that informal settlements that were located on high slopes, degraded slopes and those close to drainage channels were likely to experience significant damages from flooding. This raises concerns as to the impact of such shocks on vulnerable groups and their capacity to recover and adapt from such threats.

Cape Town, which is located in the Western Cape, has not been immune to flooding. Taylor and Davies ( 2019 ) note that the city of Cape Town, the 10th most populous city in Africa often suffers from the impacts of flooding with a devastating impact on railway lines, parking lanes, roads, and power supply and communication infrastructure. Fears are also rife that these impacts will worsen due to climate change induced sea level rise in the city and other areas surrounding it (Dube et al., 2021 ). Due to increased urbanisation, stormwater is also presenting unique challenges for the City of Cape Town (Taylor, 2019 ). Climate change studies have established that there are also fears that with the increased frequency and incidence of the El Niño‐Southern Oscillation in the Southern Hemisphere, there is an anticipation that this will likely see an increased frequency in coastal flooding. Rasmusson and Wallace ( 1983 ), established that the El Niño‐Southern Oscillation is closely linked to sea levels’ variability, which can worsen sea level rise and lead to increased coastal flooding.

Western Cape is one of the most urbanised communities and one of the most unequal societies in South Africa (Gwaze et al., 2018 ). As such the threat of flooding affects different communities differently, with the marginalised communities bearing the brunt of such events. The recent drought in Cape Town exposed the vulnerabilities along these economic and social lines (Enqvist & Ziervogel, 2019 ). Given past experiences, droughts require attention as they often result in mass displacements, which undermines peoples’ livelihood security and infrastructural damage (Dube & Nhamo, 2020a , 2020b ). The devastating impacts of floods were also witnessed in 2019 in Mozambique and other Southern African Development Community (SADC) countries in the wake of Tropical Cyclones Idai and Kenneth (Phiri et al., 2020 ). There is therefore a need for a thorough understanding of flood occurrences and associated risks. Such an undertsnading is more critical now than ever before to allow communities to build resilience and adopt risk reduction measures. In as much as single cases of flood events are documented, there is no study in the SADC area that looks at the long-term trends of floods. Hence, this study examines and documents the trends and impact of floods that have occurred in the Western Cape over the last 120 years. The study seeks to understand flood frequency and its impact on the community, development, and society at large.

Research design

The Western Cape Province is an area located on the southernmost part of South Africa and the African continent (Fig.  1 ). It is the same place that is home to the populous city of Cape Town and the iconic Table Mountain (Dube et al., 2020a , 2020b ). The province lies between coastlines from two oceans namely: the Indian Ocean on the east and the Atlantic Ocean on the west coast. The two oceans separate at the Cape Agulhas. The province has a predominantly Mediterranean climate that is typified by warm and mostly dry summers and cold wet winters. The two oceans play a critical role in shaping the climatic and weather patterns of the area. The Western Cape Province has been in the news for the devastating impacts of extreme weather events, particularly the recent drought of 2017/18 that threatened the water supply system of one of South Africa’s most populous cities and tourism destinations (Dube et al., 2020a , 2020b ). The City of Cape Town and other places in the Western Cape Province are well known for their vulnerability to extreme weather events, with the City of Cape Town often dubbed the “Cape of Storms” by many of its citizens. Rouault, ( 2002 ) notes that the Agulhas Current, whose location is the east coast of South Africa, with a bearing on and off the Eastern and Western Cape coast, is partly responsible for severe weather events in the province.

figure 1

Source : Authors

Location of Western Cape Province in relation to South Africa and Africa

In Western Cape latent heat fluxes often causes low-level advection of moisture, which in turn causes the intensification of storms and tornadoes, causing flooding. Stramma and Lutjeharms ( 1997 ) noted that the Agulhas Current is one of the most intense western current boundaries in the Southern Hemisphere, and White ( 2000 ) observed two such severe storms during 1998/99 summer on the Agulhas Current. According to Mukheibir and Ziervogel ( 2007 ), the March 2003 and April 2005 intense storms and flooding were reported in Cape Town and the Western Cape province.

A case study research approach was adopted for this study. The study utilised data obtained from the South African Weather Services’ (SAWS) archives for the period 1900 to 2018. Additional data were obtained from field observations and key informant interviews from various Western Cape admimisttrative districts that took place between February and December 2020. A snow ball sampling technique was followed in the selection of 15 key informants, which formed part of the study. Key informants comprised of staff from the City of Cape Town that included planners, environmental engineers, museum curators, protected area personnel, tradtional community leaders and climate experts from the province. Such key informant interviews took between 45 and 60 min. Questions for key infrmants centered on documenting the climate history of the area, experiences with the floods, possible causes and possible solutions to flooding among other key questions pertinent to the study. The use of key informants interviews is an acceptable standard, methodological approach, which has been used in previous similar studies by Lo et al. (2017) and Twongyirwe et al. (2018). The approach can yield valid results and allows researchers to collect high quality data within a short period of time from fewer people in a cost effective manner. This methodological approach also addreses the constraints posed by the COVID-19 pandemic of ensuring phsycical and social distancing as it minimised contact with a lot of people. SAWS is one of the most resourced meteorological organisations in terms of weather stations that boasts a wide array of weather and climate equipment networks (Fig.  2 ).

figure 2

Some Key assets utilised by South African Weather Services

Data analysis was conducted using XLSTAT 2020.5.1 that was run on a Microsoft Excel sheet. A time series was analysed using the Mann–Kendall trend test to determine the presence of trends. The Confidence interval was set at 95%, and the Significance level was set at 5%. The Mann- Kendall trend test was also used to plot the Sen’s Slope. The Mann–Kendall trend test is a commonly used parametric tool used in climate and hydrological studies that enjoys wide usage and has been used in similar studies by other scholars (Hamed, 2008 ; Hu et al., 2020 ). Choropleth maps showing flood hotspots in the study area were produced in a Geographic Information System using flood incident count at local municipality level as a measure. Frequently flooded areas were denoted by increasing the colour intensity on the map. Primary and secondary qualitative data was analysed using content and thematic analysis.

Results and discussion

The study found that between 1900 and 2018, at least 334 major flood events occurred in the Western Cape, with a mean annual number of floods being 2.9. The highest number of annual flood events over the period of study is 20, which occurred in 2008. The second-highest number of flood events were recorded in 1981, where 15 floods were recorded. The third-highest flood years were recorded in 2004, 2005 and 2006, where 13 floods were recorded in each year. Consequently, the frequency of floods has been higher during the past four decades as compared to earlier periods (Fig.  3 ). In the first half-century, the average number of floods was at less than two flood events per year in the province, with the last century having peaked up to slightly more than four flood events per year. Figure  3 shows that there is a statistically significant ( p  = 0.0001, α = 0.5) increase in the number of flooding events occurring in Western Cape province over the period of study.

figure 3

Source : Authors, Data from SAWS (2020)

Flooding frequency and trends in Western Cape province 1900–2018

The observed increase in coastal flooding in the Western Cape Province in Fig.  3 confirms earlier findings in other parts of the world where coastal flooding is on the increase due to extreme weather events induced by climate change and other urban challenges as reported by Hirabayashi, ( 2013 ) and also Kim, ( 2017 ). One of the critical drivers of coastal flooding in Western Cape Province is high sea tides and intense rainfall activity. A study by Dube et al. ( 2021 ) found that some of the recent floodings observed in the City of Cape Town, for example, were worsened by sea level rise confirming earlier findings by Park and Lee ( 2020 ). Flooding in the Western Cape Province is worrying as it has far reaching socio-economic impacts on one of the most urbanised provinces and areas in the entire Southern Africa.

The study found that flooding was mainly concentrated in the areas close to the coast, with the highest flood prevalence concentrated around the City of Cape Town and areas that are to the east of the province (Fig.  4 ). Areas to the South East of the Cape Winelands district and areas to the South of the Cape Winelands seems to be most affected by the number of floods, whereas central Eden also experiences the highest number of floods. In the Cape Winelands District, the areas between Montagu and Ashton town are also considerably affected by flooding. The area which lies along the R62 road is prone to flooding due to several factors. The interviews were conducted with key informants where it was revealed that the area is susceptible to flooding due to its mountainous terrain with water being channelled towards a mountain gorge which the R62 road runs through. Other flood hotspots include areas near South East coastal areas of Overberg District east of Cape Agulhas near Strus Bay. In the Garden route area, areas around Plettenberg Bay were identified as flooding hotspots. From Fig.  4 it emerges that floods tend to be concentrated along the coastline. However, by and large, the West Coast and Central Karoo areas are not as affected due to semi-arid and desert conditions that prevail, with flush floods occurring once in a while.

figure 4

Flood count and risk analysis map of Western Cape province between 1900 and 2018

Information gathered from the key informants revealed that heavy rainfall along the Kogmanskloof Mountain Pass along the R62 road often results in flooding in areas around the pass. Based on evidence from the Western Cape Provincial Government report and key informants in the area, one of the most memorable floods in the area is the Montagu flood of March 2003 which went on to be declared a national disaster. The record flood occurred as a consequence of a cut-off low that resulted in the Montagu area receiving 178 mm of rainfall in 1 day on the 23rd of March 2003. The total monthly rainfall for that month went up to 241 mm, which became one of the wettest days in the history of the area. That particular flood event damaged roads, factories in Ashton town, farms, schools and had a huge impact on tourism. The De Hoop Nature Reserve’s main road was washed away, and Goukamma Nature Reserve access road was also badly damaged in a development that costed Cape Nature more than R1 million. The traditional leadership in the area fears that the flood event and other subsequent floods washed away several archaeological artefacts from the Khoisan San community in mountains in the area leading to a loss of important historical heritage. The flood also had an adverse impact on the Klein Karoo Arts Festival as the area was declared a disaster zone because of that flood event. The access road between Ashton and Montagu was disrupted just in time for the festival cutting off tourist access.

Field observations and information from key informants revealed that given a significantly large basin and water channelled from mountain zones, flood risk is also high in that area. Another factor that promotes occasional floods is that the area seems to be experiencing successive years of flooding and drought, given its geographic location, which is transitional to the central Karoo, which is semi-desert. Pollution from urban and farming activities in the catchment further promotes the heavy growth of weeds within the Kogmanskloofrivier river. This reduces the rate of water outflow from the area and ultimately increases the risk of flooding in the area.

It emerged during fieldwork that the government is working on upgrading road infrastructure in the area so as to mitigate the increased impact of flooding on human settlements and infrastructure. The infrastructure includes elevating the road and making bigger elevated bridges to allow for more water to flow at any given time without causing flooding. The bridge in Ashton town, for example, was being upgraded to allow more water flow. It remains to be seen how such upgrades will limit the disruptions caused by floods to Montagu and Ashton town’s two communities.

Socio-economic impact of floods in Western Cape

It emerged from the SAWS records, damages induced by flooding in the Western Cape ranged from infrastructure (roads, bridges, and rail lines), loss of properties, homes, damages to vineyards, damages to informal settlements, and injury and loss of human lives. In as much as the increased socio-economic and human cost can be tracked back to increased frequency of flooding events, increased urbanisation and affluence has over the years worsened this phenomenon.

Table 1 shows some of the most significant and high impact floods that have been witnessed in the Western Cape between 1901 and 2018. The flooding incidences recorded in various places in the Western Cape show that the flooding events in the province have led to the death of more than 129 people across province. There were very few deaths witnessed before 1980, with only three fatalities attributed to floods. The single highest number of fatalities were recorded in 1981 when a staggering 104 people were killed in a single incident by a raging flood that wiped away almost the entire small town of Laingsburg. On 25 January 1981, a cloud outburst caused one of the greatest floods in the Great Karoo. Given the geohydrological makeup of the area, where the soil cannot absorb much water, the cloud outburst resulted in a 6 m high flood after the Baviaans and Buffels rivers. The two rivers have their confluence in the town, and they bursted their banks, destroying 185 houses and 23 businesses.

That flooding incident went on to be labelled as one of the worst natural disasters in South Africa. In addition to the destruction of properties and businesses, the flood led to the washing away of animals and the town’s tourism infrastructure. During this 1 in 100 year flood incident, the Great Trek Monument, which is an important Dutch historical monument, which was constructed in 1938, was washed away. While the greater part of the monument was recovered after the flood, the monument’s pedestal was lost and was only found after another flood in June 2015. The impacts of floods are well documented, which have played both a positive and negative role in heritage properties (Liu, 2019 ; Reimann, 2018 ). While floods destroyed the monument, they also created another historical monument. Post the flood a Flood Museum was constructed in the same town.

It would appear from key informants’ accounts that the 1981 Laingsburg natural disaster was partial caused settlements that were established without proper risk analysis and consideration. Settlements, which are established without a proper risk assessment in the form of environmental impact assessment remain a worry across the country. This is particularly so, given the additional vulnerabilities induced by climate change-induced weather extreme events. Climate change-induced extreme weather events have the potential to amplify natural events, including rainfall patterns and intensity. Field observation revealed that even after the disaster, a look at the area shows that human development, including commercial infrastructures such as hotels, lodges, restaurants, and a hospital, is still located in flood zone. The adjustment to address the risk is crucial to current and future urban sustainability as part of disaster risk reduction. In that vein, the 2030 Agenda for Sustainable Development, particularly the Sustainable Development Goal Target 11.5, seeks to reduce the number of fatalities and economic losses relative to the gross domestic product caused by disasters, focusing on the poor (United Nations, 2015 ). Similar aspirations are encompassed in the Sendai Framework for Disaster Risk Reduction 2015–2030 (United Nations Office for Disaster Risk Reduction, 2015 ).

The Western Cape Province case study reveals that flood risks in urban areas are on the increase. Such risks primarily affect the poor. Extreme weather events such as floods often destroys homes and livelihoods. Evidence from the study reveals that flooding has in the past destroyed several shacks and homes. The worst affected areas in the past have been areas around George, Cape Town, Hermanus, Cape Flats and Khayelitsha. Apart from the Western Cape Province, similar observations have been made elsewhere in African states and other developing states that are located in coastal areas. Some of the affected areas includes Manila, Philippines (Zoleta-Nantes, 2002 ), Nigeria, (Adelekan, 2010 ; Echendu, 2020 ) and China (Jiang et al., 2018 ).

According to Douglas ( 2008 ) and Douglas ( 2017 ), the unjust water and climate are flooding the poor along with the coastal towns in Africa. The situation can be attributed to increasing urban poverty and rapid urbanisation and urban sprawl that has left many condemned to a life of squalor. Most urban councils in the coastal Western Cape and, in many respects, other urban areas in South Africa are failing to meet the demands of an ever-increasing housing backlog. Consequently, most urban migrants are settled in informal settlements where the settlements are unplanned and often in disaster-prone areas such as waterways and, in some instances, fragile ecosystems prone to flooding and other disasters. In Cape Town, for example, field observations revealed that the mushrooming of informal settlements magnified by the ongoing land grabs in the Cape Flats resulted in many building houses on waterways and fragile ocean sand dunes in densely populated areas, which exposed thousands to flood and fire disasters (Fig.  5 ). Therefore, it is not surprising that the City of Cape Town has witnessed increased incidences and cost of residents' displacement and property loss due to the combined effect of extreme weather events, urban sprawl and invasion of disaster areas by city dwellers.

figure 5

Source : Authors, Fieldwork 2020

Informal settlement built on unstable dunes and waterway in Khayelitsha, Cape Town

The debate of flooding and climate change becomes central, as flooding disasters are driving many people around the globe into poverty. This sentiment is shared by Jordhus-Lier et al. ( 2019 ), who noted that the City of Cape Town flooding is a growing concern that requires focus and attention by developing climate change adaptation. In doing so, there is a need to address factors that induce vulnerabilities. According to Ribot ( 2014 ), addressing vulnerabilities requires an approach that considers the root causes of the crises so that transformative solutions can be found, often lacking in climate change adaptation studies. In this regard, addressing vulnerabilities must consider various matrices at play. These include climatic factors and factors that push people into settling in eco-sensitive areas and waterways and considering aspects that deal with rapid rural to urban migration. Finally, dealing with aspects of refuse waste and drainage clogging in many urban setups in the Western Cape and across the country. In recent years, urban inequality has featured storngly in the mix, with politics playing a central role in urban settlement issues, resulting in wanton settlement development and land grabs, in some instances in areas that are not suitable for settlement.

A recent study by Dube et al. ( 2020a , 2020b ) noted that flooding in Cape Town was not only a factor of poverty as the affluent were also being hit hard by the compounded effect of sea-level rise and intense storm activity in the coastal city. Addressing vulnerabilities is, therefore, a wicked problem that requires a holistic approach. It is common knowledge that climate change, apart from civil unrest and wars that ravage the continent, is one of the contributory factors and drivers of rural poverty, which drives rural to urban migration. Therefore, addressing sustainability becomes a complex issue that requires the reconfiguration of governance systems to ensure urban transformation in line with the aspirations of SDG11 as espoused by Patel ( 2017 ).

Besides the City of Cape Town, other coastal urban areas have been threatened by floodings, such as George and Hermanus. There are also other important tourist resort towns where millions of rand worth of property have been damaged. The floods have been blamed for the destruction of tourism infrastructure, often located in pristine areas close to nature. Floods in the Western Cape have often cut off routes to some of the province's tourism destinations, such as Agulhas National Park, where the primary link road becomes flooded during intense rainfall as the road runs through a significant wetland area. Flooding, therefore, undermines economic activities in the province. Figure  6 shows the damage which occurred in May 2005 on the R43 highway, which links Hermanus to Stanford.

figure 6

Source : Overstrand Municipality

Impacts of severe flooding in Hermanus on transport infrastructure.

Looking at the global scale, addressing global warming that leads to climate change, and in turn, weather extreme events, in this case, the threat of flooding, will require both local and national governments to embrace climate change mitigation strategies. This, therefore, demands implementing measures aimed at reducing the carbon footprint of the province and all its metros. The province has an obligation to reduce its emissions under the Paris Agreement, and one way of doing this is an investment in clean energy such as wind and solar, which requires an investment in energy efficiency technologies. Investment in clean energy should address challenges of energy, climate change and unemployment in the province. One of the ways of decreasing disaster vulnerability in Africa is through the addressing of poverty and inequality.

SDG 16 Target 16.3 speaks about the need to ensure the rule of law. This is a critical issue with regards to developing a sustainable urban community within the province of the Western Cape. One of the challenges faced by urban areas in South Africa is non-adherence to city by-laws and national legislative provisions, with environmental laws often being flouted for political expediency. Strict adherence to environmental laws and enforcement of environmental laws can ensure that people do not settle in fragile and eco-sensitive areas such as wetland, waterways and protected coastal zones and estuaries, which are often risky areas. Adherence and enforcement of environmental laws will ensure that some of the populations now located in risk and disaster areas are relocated to safe zones where proper urban planning has been taken into consideration to reduce flood risk.

Colenbrander ( 2019 ) argues that despite the transition to democracy and adopting a white paper on sustainable development fairness and inclusivity, the paper is still elusive regarding reducing risk and vulnerability in coastal management in South Africa. SDG Targets 16.6 and Target 16.7 further speak about ensuring the need to develop effective and transparent, and accountable institutions at all levels. They also speak about the need to foster responsive, inclusive, participatory and representative decision making at all levels. The Western Cape government has often come under fire for directing a considerable share of its resources towards the wealthy elite at the expense of the marginalised (Black et al., 2020 ). This has entrenched and extended inequality in many respects, which has negated the poor to live in squaller conditions. In a bid to reduce risk, the provincial government might need to relook at resource allocation to provide the much needed essential services and deliver on promises of housing for all as a strategy of reducing the housing backlog. This should also provide affordable housing, which will take large segments of the population out of informal settlements. Given the scope and demand for safe housing, there might be a need for the national government, civil society, and private players to roll out housing for the poor and low, middle-income earners who are often at the receiving end of the flooding disasters that affect the province. While there is evidence (Fig.  7 ) that there has been an increase in people living in formal housing, there is a need to arrest the increasing number of people living in informal settlements, most of whom are at the mercy of extreme weather events such as flooding in the Western Cape. A reduction in housing backlog is one good starting point. The Western Cape’s housing backlog is estimated at a staggering 600,000 as of the year 2020, according to a report by Gontsana ( 2020 ).

figure 7

Source : Authors, Data from Stats SA

Western Cape Household by dwelling type 1995–2016.

One of the challenges that are likely to be faced in housing is the issue of land to relocate people located in climate disaster zones. Releasing state land for human settlement to construct affordable housing and rural development houses is a must in addressing the problem. This has to be done in a holistic manner that does not seek to score cheap political points, as we have seen during the Day Zero drought phenomenon (Nhamo & Agyepong, 2019 ). One other problem from flooding has been the clogging of water systems with either overgrown vegetation or waste, or both. Work by Echendu ( 2020 ) in Nigeria, Abass et al. ( 2020 ) in Ghana, Mahmood et al. ( 2017 ) in Khartoum, and Dalu et al. ( 2018 ) in the Eastern Cape, South Africa, show that poor drainage and drainage clogging, compounds flooding in urban areas. The Western Cape is not unique, as in high density suburbs, the infrastructure maintenance and refuse collection is rather lax. The phenomenon has worsened the impacts of flooding in the city with calls for dredging of weeds overgrowth in waterways; improved refuse collection and waste management calls being made to ensure that there is a substantial reduction of risk of flooding.

Conclusions

The study sought to investigate the trends and impacts of floods in the Western Cape Province of South Africa. Making use of the Mann–Kendall Trend test, the study established that there is a statistically significant increase in the number of flood events that are taking place in the Western Cape province. The study also found that some of the most vulnerable areas to flooding includes Knysna, George, Hermanus and cape flats in Cape Town, to mention but a few. Floods compounded with other urban challenges have led to an increase in the human and economic costs of floods, with some floods costing millions and, in some cases, billions of rand. The loss of property, infrastructure and human lives makes floods an urgent concern that requires urgent attention from development practitioners, city planners, government and ordinary residents to ensure sustainability. Given that flood risk is a result of multiple factors that interact to produce disaster situations for mainly urban areas, there is a need for concerted efforts to put in place measures that build community resilience to floods and build back better thereby producing climate smart societies. The study recommends an integrated approach to the management of flooding in the Western Cape province as part of ensuring urban sustainability. Addressing the flooding challenges further requires a holistic approach that takes into account climate change and other urban challenges such as land grabs, urban sprawling and associated challenges. Lastly, both the private and public sector players need to work together to build climate start infrastructure and insure critical infrastructure against flood hazards given their significant increase over time.

Abass, K., Buor, D., Afriyie, K., Dumedah, G., Segbefi, A. Y., Guodaar, L., Garsonu, E. K., Adu-Gyamfi, S., Forkuor, D., Ofosu, A., & Gyasi, R. M. (2020). Urban sprawl and green space depletion: Implications for flood incidence in Kumasi, Ghana. International Journal of Disaster Risk Reduction, 51 (2), 433.

Google Scholar  

Adelekan, I. O. (2010). Vulnerability of poor urban coastal communities to flooding in Lagos Nigeria. Environment and Urbanization, 22 (2), 433–450.

Article   Google Scholar  

Amoako, C., & Frimpong Boamah, E. (2015). The three-dimensional causes of flooding in Accra, Ghana. International Journal of Urban Sustainable Development, 7 (1), 109–129.

Balica, S. F., Wright, N. G., & Van der Meulen, F. (2012). A flood vulnerability index for coastal cities and its use in assessing climate change impacts. Natural Hazards, 64 (1), 73–105.

Black, G. F., Liedeman, R., & Ryklief, F. (2020). Using hand maps to understand how intersecting inequalities affect possibilities for community safety in Cape Town. Community Development Journal, 55 (1), 26–44.

Braccio, S. (2014). Flood-prone areas due to heavy rains and sea level rise in the municipality of Maputo. Climate change vulnerability in Southern African cities (pp. 171–185). Cham: Springer. https://doi.org/10.1007/978-3-319-00672-7_11 .

Chapter   Google Scholar  

Cian, F., Blasco, J., & Carrera, L. (2018). Towards resilient flood risk management for Asian coastal cities: Lessons learned from Hong Kong and Singapore. Journal of Cleaner Production, 187 (3), 576–589.

Cian, F., Blasco, J. M. D., & Carrera, L. (2019). Sentinel-1 for monitoring land subsidence of coastal cities in Africa using PSInSAR: A methodology based on the integration of SNAP and staMPS. Geosciences, 9 (3), 124.

Colenbrander, D. (2019). Dissonant discourses: Revealing South Africa’s policy-to-praxis challenges in the governance of coastal risk and vulnerability. Journal of Environmental Planning and Management, 62 (10), 1782–1801.

Dalu, M. T., Shackleton, C. M., & Dalu, T. (2018). Influence of land cover, proximity to streams and household topographical location on flooding impact in informal settlements in the Eastern Cape, South Africa. International Journal of Disaster Risk Reduction, 28 , 481–490. https://doi.org/10.1016/j.ijdrr.2017.12.009 .

Dhiman, R., VishnuRadhan, R., Eldho, T. I., & Inamdar, A. (2019). Flood risk and adaptation in Indian coastal cities: Recent scenarios. Applied Water Science, 9 (1), 5.

Dodman, D., Leck, H., Rusca, M., & Colenbrander, S. (2017). African urbanisation and urbanism: Implications for risk accumulation and reduction. International Journal of Disaster Risk Reduction, 26 , 7–15. https://doi.org/10.1016/j.ijdrr.2017.06.029 .

Douglas, I. (2017). Flooding in African cities, scales of causes, teleconnections, risks, vulnerability and impacts. International Journal of Disaster Risk Reduction, 26 (1), 34–42.

Douglas, I., Alam, K., Maghenda, M., Mcdonnell, Y., McLean, L., & Campbell, J. (2008). Unjust waters: climate change, flooding and the urban poor in Africa. Environment and urbanization, 20 (1), 187–205.

Dube, K., & Nhamo, G. (2020a). Evidence and impact of climate change on South African national parks. Potential implications for tourism in the Kruger National park. Environmental Development, 33 , 1–11. https://doi.org/10.1016/j.envdev.2019.100485 .

Dube, K., & Nhamo, G. (2020b). Vulnerability of nature-based tourism to climate variability and change: Case of Kariba resort town, Zimbabwe. Journal of Outdoor Recreation and Tourism, 29 , 100281. https://doi.org/10.1016/j.jort.2020.100281 .

Dube, K., Nhamo, G., & Chikodzi, D. (2020). Climate change-induced droughts and tourism: Impacts and responses of Western Cape province, South Africa. Journal of Outdoor Recreation and Tourism . https://doi.org/10.1016/j.jort.2020.100319

Dube, K., Nhamo, G., & Chikodzi, D. (2021). Rising sea level and its implications on coastal tourism development in Cape Town, South Africa. Journal of Outdoor Recreation and Tourism, 33 , 100346. https://doi.org/10.1016/j.jort.2020.100346 .

Dube, K., Nhamo, G., & Mearns, K. (2020). &Beyond’s Response to the twin challenges of pollution and climate change in the context of SDGs. In G. Nhamo, G. Odularu, & V. Mjimba (Eds.), Scaling up SDGs implementation. Sustainable development goals series (pp. 87–98). Cham: Springer. https://doi.org/10.1007/978-3-030-33216-7_6 .

Duy, P. N., Chapman, L., & Tight, M. (2019). Resilient transport systems to reduce urban vulnerability to floods in emerging-coastal cities: A case study of Ho Chi Minh city Vietnam. Travel Behaviour and Society, 15 , 28–43. https://doi.org/10.1016/j.tbs.2018.11.001 .

Echendu, A. J. (2020). The impact of flooding on Nigeria’s sustainable development goals (SDGs). Ecosystem Health and Sustainability, 6 (1), 1791735.

Enqvist, J. P., & Ziervogel, G. (2019). Water governance and justice in Cape Town: An overview. Wiley Interdisciplinary Reviews: Water, 6 (4), e1354.

Fitchett, J. M., Grant, B., & Hoogendoorn, G. (2016). Climate change threats to two low-lying South African coastal towns: Risks and perceptions. South African Journal of Science, 112 (5–6), 1–9.

Gontsana, M., 2020. Daily Maverick . [Online] Available at: Retrieved from 4 January 2021 https://www.dailymaverick.co.za/article/2020-03-26-housing-backlog-exceeds-half-a-million-in-western-cape/ .

Gwaze, A., Hsu, T. T., Bosch, T., & Luckett, S. (2018). The social media ecology of spatial inequality in Cape Town: Twitter and instagram. Global Media Journal-African Edition, 11 (1), 1–20.

Hallegatte, S., Green, C., Nicholls, R. J., & Corfee-Morlot, J. (2013). Future flood losses in major coastal cities. Nature Climate Change, 3 (9), 802–806.

Hamed, K. H. (2008). Trend detection in hydrologic data: The Mann–Kendall trend test under the scaling hypothesis. Journal of Hydrology, 349 (3–4), 350–363.

Handayani, W., Fisher, M. R., Rudiarto, I., Setyono, J. S., & Foley, D. (2019). Operationalizing resilience: A content analysis of flood disaster planning in two coastal cities in Central Java, Indonesia. International Journal of Disaster Risk Reduction, 35 , 101073. https://doi.org/10.1016/j.ijdrr.2019.101073 .

Hirabayashi, Y., Mahendran, R., Koirala, S., Konoshima, L., Yamazaki, D., Watanabe, S., Kim, H., & Kanaen, S. (2013). Global flood risk under climate change. Nature Climate Change, 3 (9), 816–821.

Hu, Z., Liu, S., Zhong, G., Lin, H., & Zhou, Z. (2020). Modified Mann-Kendall trend test for hydrological time series under the scaling hypothesis and its application. Hydrological Sciences Journal, 45 (14), 2419.

IPCC, 2019. Special report on the ocean and cryosphere in a changing climate, s.l.: IPCC.

Jiang, Y., Zevenbergen, C., & Ma, Y. (2018). Urban pluvial flooding and stormwater management: A contemporary review of China’s challenges and “sponge cities” strategy. Environmental Science & Policy, 80 , 132–143. https://doi.org/10.1016/j.envsci.2017.11.016 .

Jordhus-Lier, D., Saaghus, A., Scott, D., & Ziervogel, G. (2019). Adaptation to flooding, pathway to housing or ‘wasteful expenditure’? Governance configurations and local policy subversion in a flood-prone informal settlement in Cape Town. Geoforum, 98 , 55–65. https://doi.org/10.1016/j.geoforum.2018.09.029 .

Kabanda, T. (2020). GIS modeling of flooding exposure in Dar es Salaam coastal areas. African Geographical Review, 39 (2), 134–143.

Kim, Y., Eisenberg, D. A., Bondank, E. N., Chester, M. V., Giuseppe Mascaro, B., & Underwood, S. (2017). Fail-safe and safe-to-fail adaptation: decision-making for urban flooding under climate change. Climatic Change, 145 (3–4), 397–412.

Kithiia, J. (2011). Climate change risk responses in East African cities: Need, barriers and opportunities. Current Opinion in Environmental Sustainability, 3 (3), 176–180.

Leal Filho, W., Balogun, A. L., Ayal, D. Y., Bethurem, E. M., Murambadoro, M., Mambo, J., & Mugabe, P. (2018). Strengthening climate change adaptation capacity in Africa-case studies from six major African cities and policy implications. Environmental Science & Policy, 86 , 29–37. https://doi.org/10.1016/j.envsci.2018.05.004 .

Leal Filho, W., Balogun, A. L., Olayide, O. E., Azeiteiro, U. M., Ayal, D. Y., Muñoz, P. D., & Saroar, M. (2019). Assessing the impacts of climate change in cities and their adaptive capacity: Towards transformative approaches to climate change ada. Science of The Total Environment, 692 , 1175–1190. https://doi.org/10.1016/j.scitotenv.2019.07.227 .

Liu, J., Xu, Z., Chen, F., Chen, F., & Zhang, L. (2019). Flood hazard mapping and assessment on the Angkor world heritage site Cambodia. Remote Sensing, 11 (1), 98.

Mahmood, M. I., Elagib, N. A., Horn, F., & Saad, S. A. (2017). Lessons learned from Khartoum flash flood impacts: An integrated assessment. Science of the Total Environment, 601 , 1031–1045. https://doi.org/10.1016/j.scitotenv.2017.05.260 .

Mirza, M. M. Q. (2003). Climate change and extreme weather events: Can developing countries adapt? Climate Policy, 3 (3), 233–248.

Mukheibir, P., & Ziervogel, G. (2007). Developing a municipal adaptation plan (MAP) for climate change: The city of Cape Town. Environment and Urbanization, 19 (1), 143–158.

Nhamo, G., & Agyepong, A. O. (2019). Climate change adaptation and local government: Institutional complexities surrounding Cape Town’s day zero. Jàmbá: Journal of Disaster Risk Studies, 11 (3), 1–9.

Nhamo, G., Dube, K., & Chikodzi, D. (2020). Counting the Cost of COVID-19 on the global tourism industry (1st ed.). Switzerlerland: Springer International Publishing. https://doi.org/10.1007/978-3-030-56231-1 .

Book   Google Scholar  

Ogie, R. I., Holderness, T., Dunn, S., & Turpin, E. (2018). Assessing the vulnerability of hydrological infrastructure to flood damage in coastal cities of developing nations. Computers, Environment and Urban Systems, 68 , 97–109. https://doi.org/10.1016/j.compenvurbsys.2017.11.004 .

Park, S. J., & Lee, D. K. (2020). Prediction of coastal flooding risk under climate change impacts in South Korea using machine learning algorithms. Environmental Research Letters, 15 (9), 094052.

Patel, Z., Greyling, S., Simon, D., Arfvidsson, H., Moodley, N., Primo, N., & Wright, C. (2017). Local responses to global sustainability agendas: learning from experimenting with the urban sustainable development goal in Cape Town. Sustainability science, 12 (5), 785–797.

Phiri, D., Simwanda, M., & Nyirenda, V. (2020). Mapping the impacts of cyclone Idai in Mozambique using Sentinel-2 and OBIA approach. South African Geographical Journal, 103 (2), 237–258.

Rasmusson, E. M., & Wallace, J. M. (1983). Meteorological aspects of the El Nino/southern oscillation. Science, 4629 (222), 1195–1202.

Reimann, L., Vafeidis, A. T., Brown, S., Hinkel, J., & Tol, R. S. J. (2018). Mediterranean UNESCO world heritage at risk from coastal flooding and erosion due to sea-level rise. Nature communications, 9 (1), 1–11.

Ribot, J. (2014). Cause and response: Vulnerability and climate in the Anthropocene. The Journal of Peasant Studies, 41 (5), 667–705.

Rouault, M., White, S. A., Reason, C. J. C., Lutjeharms, J. R. E., & Jobard, I. (2002). Ocean–atmosphere interaction in the Agulhas current region and a South African extreme weather event. Weather and Forecasting, 17 (4), 655–669.

South African Weather Service , 2019. Annual state of climate 2019, s.l.: South African Weather Service.

Stramma, L., & Lutjeharms, J. (1997). The flow field of the subtropical gyre of the South Indian Ocean. Journal of Geophysical Research, 102 (C3), 5513–5530.

Taylor, A. (2019). Managing stormwater and flood risk in a changing climate: Charting urban adaptation pathways in Cape Town. In D. Scott, H. Davies, & M. New (Eds.), Mainstreaming climate change in urban development: Lessons from Cape Town (pp. 224–241). Cape Town: Cape Town University Press.

Taylor, A. & Davies, H., 2019. An overview of climate change and urban development in cape town. Climate change and urban development: lessons from Cape Town. Cape Town: UCT Press.

United Nations, 2015. Agenda 2030 on sustainable development . [Online] Available at: Retrieved from 11 July 2020 https://sustainabledevelopment.un.org/content/documents/21252030%20Agenda%20for%20Sustainable%20Development%20web.pdf .

United Nations Office for Disaster Risk Reduction, 2015. Sendai Framework for Disaster Risk Reduction 2015–2030, s.l.: United Nations Office for Disaster Risk Reduction.

White, S. A., 2000. The influence of the Agulhas Current on two South African extreme weather events , Cape Town: (Doctoral dissertation, University of Cape Town)..

Zoleta-Nantes, D. B. (2002). Differential impacts of flood hazards among the street children, the urban poor and residents of wealthy neighborhoods in Metro Manila, Philippines. Mitigation and Adaptation Strategies for Global Change, 7 (3), 239–266.

Download references

Author information

Authors and affiliations.

Department of Ecotourism Management, Vaal University of Technology, Private Bag X021, Vanderbijlpark, 1911, South Africa

Kaitano Dube

Institute of Corporate Citizenship, University of South Africa, PO Box 392 Pretoria 002, Pretoria, South Africa

Godwell Nhamo & David Chikodzi

You can also search for this author in PubMed   Google Scholar

Corresponding author

Correspondence to Kaitano Dube .

Ethics declarations

Conflict of interest.

There is no conflict of interest in conducting and writing the article.

Compliance with ethical standards

This serves to declare that myself Kaitano Dube on my behalf and on behalf of the co-authors Godwell Nhamo and David Chikodzi all from University of South Africa are the sole authors of the article Trends and impacts of floods in coastal communities of the Western Cape province in South Africa which we have submitted for publication consideration in GeoJournal. All the authors participated enough to be considered authors of the article. We further attest that all third-party material has been acknowledged. The research was conducted in line with ethical provisions as provided by researcher institutions.

Additional information

Publisher's note.

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Dube, K., Nhamo, G. & Chikodzi, D. Flooding trends and their impacts on coastal communities of Western Cape Province, South Africa. GeoJournal 87 (Suppl 4), 453–468 (2022). https://doi.org/10.1007/s10708-021-10460-z

Download citation

Accepted : 15 June 2021

Published : 25 June 2021

Issue Date : October 2022

DOI : https://doi.org/10.1007/s10708-021-10460-z

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Coastal flooding
  • Natural hazards
  • Western Cape
  • Climate change
  • Find a journal
  • Publish with us
  • Track your research

This technology didn’t cause Dubai’s floods, scientists say. Here’s why.

hypothesis on floods

After nearly two years’ worth of rain flooded the Dubai region Tuesday, attention quickly shifted to cloud seeding and whether it could have been a factor in the deluge. The geoengineering technology has successfully produced rainfall over the arid United Arab Emirates in the past.

But scientists said the downpour was a product of weather patterns that meteorological models predicted as much as a week earlier. Climate research has shown that such intense precipitation across the Arabian Peninsula could become more frequent and extreme because of warming global temperatures.

The UAE National Center of Meteorology told CNBC it did not conduct any cloud-seeding operations during the storm, countering a Bloomberg News report that said geoengineering intensified the rainfall. Efforts by The Washington Post on Wednesday to reach the center were not successful.

Even if cloud seeding did occur, it would take sophisticated research to determine whether it increased the rainfall — something that has proved difficult in past scientific inquiry. Without that, one has to assume geoengineering was not a factor, said Andrew Dessler, a climate scientist at Texas A&M University.

“Show me the analysis that shows it was cloud seeding,” Dessler said. “Without seeing some analysis, your null hypothesis has to be that it did not contribute.”

What is cloud seeding?

The practice involves injecting a chemical known as silver iodide into clouds that contain large amounts of water vapor. The substance can encourage the formation of ice crystals, which promote precipitation in the form of rain or snow.

The practice is decades old and has been used around the world and across the United States, including in California, Nevada, Colorado, New Mexico, Wyoming, Kansas, Oklahoma, Texas, North Dakota, Utah and Idaho, according to the Desert Research Institute.

Research has shown signs the technology can increase snowpack in the American West , for example, though not at a level of statistical significance that has thus far convinced many meteorologists that it actually works.

Other research has been more definitive about cloud seeding’s effectiveness, though with results not easily reproduced. A research effort known as the SNOWIE project found the practice produced enough snow to fill 282 Olympic-size swimming pools in about two hours.

Still, it is known to work only under certain circumstances, when clouds are rich with moisture, Dessler said.

What happened in Dubai?

The floods that hit the UAE were significantly more extreme than what is considered a 1-in-100-year flood there — an event that carries a 1 percent chance of occurring in any given year.

In Al Ain, about 75 miles southeast of Dubai, the National Center of Meteorology reported 254.8 millimeters of rainfall — more than 10 inches — in less than 24 hours. The center called it “an exceptional event … in its climatic history” and the country’s heaviest rainfall in 75 years.

Close to 5 inches of rain fell at Dubai International Airport, where about 3 inches of rain is normal in an entire year.

Today’s extreme rain event in Dubai was clearly associated with a synoptic configuration that increased the odds of excessive rainfall. A slow-moving, positively tilted trough with a strong plume of moisture transport led to record high PWAT for April: https://t.co/vL3ZAbqkIH pic.twitter.com/Opoc8B8mRP — Tomer Burg (@burgwx) April 17, 2024

Meteorologists said significant amounts of rain would have fallen with or without cloud seeding. It was the product of a slow-moving area of relatively low atmospheric pressure and abundant moisture in the air.

The scale of rainfall was also much larger than what cloud seeding could have produced, according to Giles Harrison, a professor of atmospheric physics at the University of Reading in Britain. Given that heavy rain was in the forecast, there would have been no obvious reason to attempt cloud seeding, he added.

What role does climate change play?

Friederike Otto, a climate scientist at Imperial College London who leads a research effort to explore the role of climate change in extreme weather events, called any focus on cloud seeding in the floods “misleading.”

Instead, she and other scientists pointed to the fact that warming global temperatures are producing heavier rainfall around the world because warmer air can hold more moisture.

“Even if cloud seeding did encourage clouds around Dubai to drop water, the atmosphere would have likely been carrying more water to form clouds in the first place, because of climate change,” she said in a statement.

Otto said in an email that she is not certain whether her group, World Weather Attribution, will explore the role that climate change may have played in the latest floods.

“It’s definitely an interesting event in a region we haven’t studied much,” Otto told The Post.

  • Why this summer may be especially hot in the United States April 22, 2024 Why this summer may be especially hot in the United States April 22, 2024
  • Earth’s record hot streak might be a sign of a new climate era April 19, 2024 Earth’s record hot streak might be a sign of a new climate era April 19, 2024
  • This technology didn’t cause Dubai’s floods, scientists say. Here’s why. April 17, 2024 This technology didn’t cause Dubai’s floods, scientists say. Here’s why. April 17, 2024

hypothesis on floods

IMAGES

  1. HESS

    hypothesis on floods

  2. 9 What Causes Floodling

    hypothesis on floods

  3. How Floods Occur

    hypothesis on floods

  4. Hypothesis: impact of experience on representations of flooding

    hypothesis on floods

  5. The Main Types of Floods. Flooding Infographic. Flood Natural Disaster

    hypothesis on floods

  6. Chapter 5

    hypothesis on floods

VIDEO

  1. HYPOTHESIS in 3 minutes for UPSC ,UGC NET and others

  2. Flood Hazard Assessment

  3. Then and Now: Flooding

  4. Flood and Drought Impacts

  5. 5 Evidences There Was A Worldwide Flood

  6. Ep. 1879 Randall Carlson: The Big Show!

COMMENTS

  1. Causes, impacts and patterns of disastrous river floods

    Impacts of disastrous river floods. Disastrous river floods directly affect, on average, 125 million people annually, by evacuation, homelessness, injury or death 103, and have a wide range of ...

  2. HESS

    Abstract. There is serious concern that the hazard, or probability, of river floods is increasing over time. Starting from narratives that are sometimes discussed in public, the article addresses three hypotheses. The first suggests that land-use changes, such as deforestation, urbanisation and soil compaction by agriculture, increase flood hazards. This review finds that land-use effects on ...

  3. Floods and rivers: a circular causality perspective

    Flooding poses an ever-present economic, societal 1,2 and environmental 3 risk that is likely to increase in the future 4,5,6,7,8.An improved understanding of historical changes in flood hazard ...

  4. (PDF) Three hypotheses on changing river flood hazards

    The third hypothesis suggests that climate change increases flood hazard. This review finds that, in small catchments of a few hectares, flood hazards may increase due to convective storms.

  5. HESS

    The second hypothesis suggests that hydraulic interventions and structures, such as river training, levees and dams, increase flood hazards. This review finds that hydraulic structures have the greatest impact on events of medium magnitude, associated with return periods of tens to hundreds of years, and that their effects are usually local.

  6. PDF Causes, impacts and patterns of disastrous river floods

    Disastrous river floods directly affect, on average, 125 million people annually, by evacuation, home-lessness, injury or death103, and have a wide range of. direct impacts and indirect impacts ...

  7. Flood-risk reduction: Structural measures and diverse strategies

    Flood-risk mitigation focuses on decreasing the consequences of floods through measures within the vulnerable area. Consequences of floods can also be alleviated by flood preparation (e.g., flood forecasting and warning systems, disaster management, and evacuation plans). ... Consistent with this hypothesis, women with higher fertility tend to ...

  8. Three hypotheses on changing river flood hazards

    The second hypothesis suggests that hydraulic interventions and structures, such as river training, levees and dams, increase flood hazards. This review finds that hydraulic structures have the greatest impact on events of medium magnitude, associated with return periods of tens to hundreds of years, and that their effects are usually local.

  9. Three hypotheses on changing river flood hazards

    The second hypothesis suggests that hydraulic interventions and structures, such as river training, levees and dams, increase flood hazards. This review finds that hydraulic structures have the greatest impact on events of medium magnitude, associated with return periods of tens to hundreds of years, and that their effects are usually local.

  10. From Safety Against Floods to Safety at Floods*: Theory of ...

    The riverine flood and sea level rise due to climate change is posing double risk to many cities (Peck et al. 2022).Most of the flood adaptation measures such as levees, dikes, flood wall, storm water drains, embankments etc. are based on engineering resilience which is focused on flood resistance or avoidance (Liao 2012).These measures are built based on climatology of the area, soil typology ...

  11. Flood exposure and social vulnerability in the United States

    Inland flood exposure continues to rise in the USA, driven by changes in precipitation and development in floodplains. Heightened exposure has translated into economic impacts, as evidenced by increases in both average annual losses (ASFPM 2020) and billion-dollar events (NCEI 2020).The leading measures of flood impact tend to focus on direct damage to physical assets, painting a picture of ...

  12. Full article: Studying residents' flood risk perceptions and sense of

    2. Study context. In the Netherlands, a shift of focus from canalizing to restoring rivers can be seen, especially since the near floods of the rivers Rhine and Meuse in 1993 and 1995 (van Stokkom et al. Citation 2005; van Buuren et al. Citation 2016; Fliervoet Citation 2017).A dyke enhancement on the south bank of the Dutch river Meuse to meet new safety norms is therefore integrated with ...

  13. PDF Three hypotheses on changing river flood hazards

    2 First hypothesis: Land use change increases flood hazard Land use change, potentially, has a strong impact on flooding as humans have greatly altered natural landscapes (Rogger et al., 2017). The use of heavy machinery on agricultural land tends to cause soil compaction which reduces soil infiltration,

  14. Urbanization and its impact on flood hazard: the case of ...

    Rapid urbanization has become and will continue to be an inevitable and inescapable phenomenon in the developing world. Unplanned expansion of cities and the impacts of climate change increase risks and pose challenges to sustainable development. Urban flooding is a hazard that is attributed to an increase in built-up area and extreme weather events. Despite this, little has been done to ...

  15. Black Sea deluge hypothesis

    The flood hypothesis hinges on the geomorphology of the Bosporus since the end of the glacial age. The Black Sea area has been sealed off and reconnected many times during the last 500,000 years. Opponents of the deluge hypothesis point to clues that water was flowing out of the Black Sea basin as late as 15,000 years ago. In this alternative ...

  16. Flood risk perception and communication: The role of hazard proximity

    Climate change-induced extreme events have increased worldwide, including riverine flooding in rural areas. Risk communication is an effective mechanism that affects risk perception and can significantly reduce flood risk. This study quantifies risk perception and communication in flood-prone rural areas of District Dera Ghazi Khan, Pakistan.

  17. Effective adaptation to rising flood risk

    Floods are causing increasing havoc in our rapidly urbanizing world, with disproportionally high impacts on the poorest and most vulnerable. Effective adaptation strategies are needed, which ...

  18. Analysis of the perceptions of flood and effect of adoption of

    The test indicates the null hypothesis of environmental degradation flood, homelessness flood, and reduced expenditure flood. At a 1 % level of significance, the test shows that the null hypothesis of economic, environmental, and social effect independence should be rejected.

  19. KZN floods: Understand the scale, science and impact of the disaster

    KZN floods: Read these stories about the scale, science and economic impact of the devastation. Floodwaters pour through an informal settlement in Durban between the M19 and Quarry Road on 12 ...

  20. Hypothesis: impact of experience on representations of flooding

    This chapter considers the response of UK householders to the country's most widespread and damaging natural hazard, flooding. Although flood risk affects 3 million UK residents and major floods ...

  21. Flooding trends and their impacts on coastal communities of Western

    Flooding in urban areas of the Western Cape is a factor of human and natural factors ranging from extreme rainfall, usually caused by persistent cut off-lows, midlatitude cyclones, cold fronts and intense storms. ... Trend detection in hydrologic data: The Mann-Kendall trend test under the scaling hypothesis. Journal of Hydrology, 349(3-4 ...

  22. Study: Climate change made Dubai's deluge up to 40% more intense

    Deadly rains that swamped the United Arab Emirates, Oman and Bahrain last week and flooded Dubai in apocalyptic scenes were likely tied in part to climate change, a new study finds.. Why it matters: The new research shows how human-caused climate change is interacting with natural climate cycles to render existing infrastructure inadequate. Zoom in: The study comes from the World Weather ...

  23. 2022 KwaZulu-Natal floods

    3,937. [1] [2] In April 2022, days of heavy rain across KwaZulu-Natal in southeastern South Africa led to deadly floods. Particularly hard-hit were areas in and around Durban. At least 435 people died across the province, with an unknown number of people missing as of April 22. [2] Several thousand homes were damaged or destroyed.

  24. Why scientists say cloud seeding did not cause Dubai's flooding rains

    The floods that hit the UAE were significantly more extreme than what is considered a 1-in-100-year flood there — an event that carries a 1 percent chance of occurring in any given year ...

  25. Hypothesis floods

    Hypothesis: Floods most often occur near large rivers. After plotting out the recent floods from the data we collected, we found that most of the floods we found were in the United States. Therefore, we decided to plot just on the U.S. so we would better be able to see the individual straights and rivers that exist and see if our hypothesis ...