Evaluating and modelling the impact of extreme events on South African dryland rivers: Cyclone Dando (January 2012)
Lead Research Organisation:
University of Gloucestershire
Department Name: Inst of Education and Public Services
Abstract
In mid January 2012, Cyclone Dando struck southern Africa, leading to widespread heavy rainfall (450-500 mm in 48 hours) & flooding in the Kruger National Park (KNP), eastern South Africa. This flooding occurred just 12 years after the last major catastrophic flooding in the KNP (Jan/Feb 2000), which also caused dramatic river channel & vegetation changes. Using data acquired from light aircraft (photographs, LiDAR) together with field surveying & sediment sampling, this study will exploit a rare opportunity to investigate the flooding, erosion & sedimentation that occurred during the January 2012 event along three rivers in the KNP. The data obtained will be compared with pre-existing data that were collected prior to & following the 2000 flooding in the KNP, & then combined with state-of-the-art computer models to simulate flow characteristics during floods & the longer term response of the rivers to sequences of extreme floods. The aerial, field & modelling results will help to develop new conceptual models of the response of these rivers to extreme events. Such models will have practical application, both for river managers in the KNP & farther afield. Many climate change scenarios predict future increases in the size & frequency of extreme flood events in southern Africa & other dryland regions, & better understanding of the spatial extent of flooding, erosion & sedimentation will contribute to improved flood hazard management & environmental stewardship.
Planned Impact
The main beneficiary of the findings arising from the Urgency Grant objectives (O1-O3), & from the follow-up objectives (O4-O9) that are based on this urgent data collection phase, will be South African National Parks (SANParks). SANParks are responsible for the management & conservation of biodiversity within South Africa's National Parks, including the Kruger National Park (KNP) (see Appendix 1). The KNP is a reserve of international conservation significance & one of South Africa's premier tourist attractions. Conservation practice in the park tends to focus on the management of flora & fauna but landforms provide the dynamic template upon which the ecological system is based. Along the KNP rivers, for instance, flood disturbance helps to create a mosaic of habitats of different substrate type, age & hydroperiod, thus promoting biodiversity. River management in the park, however, tends to focus on the short-term (sub-decadal) issues of sedimentation & vegetation colonisation that tend to reduce flood conveyance capacity & habitat diversity in the intervals between extreme floods, & the beneficial aspects of extreme flood disturbance events in longer term development of the river corridors are not yet widely appreciated, neither by the park authorities nor the general public.
The rare opportunity provided by Cyclone Dando to evaluate the decadal-scale response of KNP rivers to successive extreme flood events in 2000 & 2012 will thus contribute to a belated but growing recognition of the importance of physical processes such as flooding, erosion & sedimentation as a driver of habitat diversity. Negative aspects of extreme flood events include damage to tourist camps & other park infrastructure, but improved understanding of the controls on the spatial extent of flooding, erosion & sedimentation may provide information that can be employed in re-siting or re-alignment of camps, roads & bridges. While these recent extreme flood events cannot by themselves be taken as an indication of the effects of global warming, they may provide clues as to what may happen more frequently in future. Many climate models are predicting future increases in weather extremes in southern Africa & other dryland regions, so the findings may also contribute to more robust projections of dryland channel & riparian vegetation change under conditions where flood magnitude & frequency will be altered. This will help to place shorter term management concerns in appropriate spatial & temporal context, enabling scarce money & resources to be targeted more effectively & preventing inappropriate management responses to extreme floods & extended droughts.
Underpinning the proposal is a more generic research approach. This approach integrates aerial & ground-based data collection with numerical modelling techniques to develop new numerical & conceptual models that will generate insights into the interactions between atmospheric, earth surface & biospheric processes. Adoption & translation of this kind of research approach into UK-specific contexts by the research team or other research or consultancy groups will contribute to improved flood hazard management & environmental stewardship, & also provide tangible environmental, social & economic benefits. Key beneficiaries of this kind of generic research approach will be the Environment Agency & other statutory bodies responsible for managing flood levels, erosion & sedimentation in environmentally-sensitive floodplain, wetland, estuarine & coastal areas.
The rare opportunity provided by Cyclone Dando to evaluate the decadal-scale response of KNP rivers to successive extreme flood events in 2000 & 2012 will thus contribute to a belated but growing recognition of the importance of physical processes such as flooding, erosion & sedimentation as a driver of habitat diversity. Negative aspects of extreme flood events include damage to tourist camps & other park infrastructure, but improved understanding of the controls on the spatial extent of flooding, erosion & sedimentation may provide information that can be employed in re-siting or re-alignment of camps, roads & bridges. While these recent extreme flood events cannot by themselves be taken as an indication of the effects of global warming, they may provide clues as to what may happen more frequently in future. Many climate models are predicting future increases in weather extremes in southern Africa & other dryland regions, so the findings may also contribute to more robust projections of dryland channel & riparian vegetation change under conditions where flood magnitude & frequency will be altered. This will help to place shorter term management concerns in appropriate spatial & temporal context, enabling scarce money & resources to be targeted more effectively & preventing inappropriate management responses to extreme floods & extended droughts.
Underpinning the proposal is a more generic research approach. This approach integrates aerial & ground-based data collection with numerical modelling techniques to develop new numerical & conceptual models that will generate insights into the interactions between atmospheric, earth surface & biospheric processes. Adoption & translation of this kind of research approach into UK-specific contexts by the research team or other research or consultancy groups will contribute to improved flood hazard management & environmental stewardship, & also provide tangible environmental, social & economic benefits. Key beneficiaries of this kind of generic research approach will be the Environment Agency & other statutory bodies responsible for managing flood levels, erosion & sedimentation in environmentally-sensitive floodplain, wetland, estuarine & coastal areas.
Publications
Entwistle N
(2015)
Anastomosing reach control on hydraulics and sediment distribution on the Sabie River, South Africa
in Proceedings of the International Association of Hydrological Sciences
Heritage G
(2019)
Quantifying and contextualising cyclone-driven, extreme flood magnitudes in bedrock-influenced dryland rivers
in Advances in Water Resources
Heritage G
(2015)
Long-term flood controls on semi-arid river form: evidence from the Sabie and Olifants rivers, eastern South Africa
in Proceedings of the International Association of Hydrological Sciences
Milan D
(2018)
Morphodynamic simulation of sediment deposition patterns on a recently stripped bedrock anastomosed channel
in Proceedings of the International Association of Hydrological Sciences
Milan D
(2020)
Topographic, Hydraulic, and Vegetative Controls on Bar and Island Development in Mixed Bedrock-Alluvial, Multichanneled, Dryland Rivers
in Water Resources Research
Description | OSL ages obtained from basal sediment units were mainly within the 150-400 year range but extend to around 1000 years. This indicates that regardless of the depositional feature or reach, extensive stripping events (system 'resetting') have occurred within the last few hundred years. The results suggest that these rivers are essentially bedrock channels with any alluvial features that develop frequently being stripped on centennial timescales. The OSL results suggest that material is stripped from the macrochannel more frequently than previously envisaged. The extent of stripping appears not only to be a function of flood magnitude, but also flood sequencing (frequency and temporal spacing between events), channel type and vegetation successional stage. Repeat LiDAR survey data for the Sabie river permitted a sediment budget to be established for the 50 km reach studied revealing substantial net erosion. LiDAR data coupled with measured flood strandline data, also permitted 2D hydraulic modelling of the KNP rivers to be conducted, which highlighted the major control that bedrock reaches have upon peak-flow hydraulics and channel response. The findings suggest that the structural setting and extreme hydroclimatic influence on the KNP rivers create conditions conducive to the continuing erosion of the underlying bedrock macrochannel template on centennial timescales |
Exploitation Route | The findings will be of particular use to SANParks, who are interested in how the river habitat in the Kruger Park responds to floods |
Sectors | Education,Environment,Leisure Activities, including Sports, Recreation and Tourism |
Description | The datasets obtained are being used to improve conceptual understanding of the response of dryland river systems to large floods. SANParks are using the LiDAR and imagery data for conservation management within the Kruger National Park, South Africa. The datasets are also being used by a University of Hull PhD student, who is looking at CAESAR modelling of dryland rivers |
First Year Of Impact | 2012 |
Sector | Education,Environment |
Impact Types | Policy & public services |
Description | University of Hull Faculty of Science and Engineering Studentship |
Amount | £54,000 (GBP) |
Organisation | University of Hull |
Sector | Academic/University |
Country | United Kingdom |
Start | 10/2013 |
End | 09/2016 |
Title | LiDAR and Aerial Photograph data |
Description | Airborne LiDAR and photography for three 50 km reaches of the Sabie, Olifants and Letaba rivers in the Kruger National Park, South Africa, surveyed in May 2012 |
Type Of Material | Database/Collection of data |
Year Produced | 2012 |
Provided To Others? | Yes |
Impact | The data has been made available to researchers in SANParks in the Kruger National Park, researchers at WITS in Johannesburg, and researchers at the University of Hull. SANParks are using the data as part of their ecosystem management strategy within the Kruger National Park. |
Description | SANParks |
Organisation | SANParks |
Country | South Africa |
Sector | Charity/Non Profit |
PI Contribution | We have shared the new LiDAR and imagery data from our NERC Urgent grant with SANParks and WITS, and training has been provided in OSL analysis at the new WITS OSL lab through Dr Tooth |
Collaborator Contribution | Our collaborative relationships with SANParks and the University of Witwatersrand (Wits) have given us access to: a) previous LiDAR and aerial photography (AP) data for the Sabie River (worth in the region of £21000); b) SANParks funded an extension of the LiDAR survey around Olifants Gorge (worth £3000); c) 12 samples were analysed for optically stimulated luminescence dating (OSL) free of charge by the Wits Geoluminescence laboratory (at collaborative rates, Wits charges R4600 or £330, so 12 sample analyses are worth £3960). On the basis of the initial results, the Wits Geoluminescence laboratory has agreed to undertake another 19 sample analyses for free (worth an additional £6270, or £10230 in total). The level of resources leveraged from these collaborators far exceeds what we had expected when making the application, and represents excellent value for money for NERC. |
Impact | Conference presentations: Entwistle, N., Heritage, G., Tooth, S., Milan, D.J. 2014. Reach scale Hydraulic influence on sediment dynamics and morphological development in a bedrock influenced river. Paper presented at the AGU fall meeting, San Francisco, USA, December 2014. Entwistle, N., Heritage, G., Tooth, S., Milan, D.J. 2014. Anastomosing reach control on hydraulics and sediment distribution on the Sabie River, South Africa. Paper presented at Sediment Dynamics from the Summit to the Sea Symposium held in New Orleans, Louisiana, USA, 11-14 Dec, 2014. Heritage, G.L., Entwistle, N., Milan, D.J.,Tooth, S. 2014. Geological Control on morphological development of dryland river systems. Paper presented at the BSG AGM, Manchester, 1-3 Sept 2014. Heritage, G.L., Entwistle, N., Milan, D.J.,Tooth, S. 2014. Long-term controls on river form on the Olifants river, South Africa. Paper presented at the International Conference on the status and future of the world's large rivers, Manaus, Brazil. Heritage, G.L., Entwistle, N., Tooth, S., Milan, D.J. 2014. The influence of bedrock in controlling river form on the Olifants river, South Africa. Paper presented at the International Conference on the status and future of the world's large rivers, Manaus, Brazil. Heritage, G.L., Entwistle, N., Tooth, S., Milan, D.J. 2013. Extreme flood-driven dynamics of a bedrock influenced, semi-arid river. Paper presented at the AGU fall meeting, San Francisco, USA, December 2013. Tooth, S., Heritage, G.L., Milan, D.J., Evans, Cunningham, 2013. River response to environmental change in the Kruger National Park, Mpumalanga, South Africa: quantifying the impact of cyclone-generated flood sequences. Paper presented at the BSG Annual General Meeting, Royal Holloway, London, September 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2013. Assessing geomorphic impacts on the Sabie River, South Africa, following the Cyclone Dando floods January 2012, using repeat aerial LiDAR. Poster presented at the BSG Annual General Meeting, Royal Holloway, London, September 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2013. Use of repeat aerial LiDAR to assess geomorphic impacts of the January 2012 Cyclone Dando floods on the Sabie River, South Africa. Paper presented at the IAG, Paris, August 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2012. Geomorphic change detection on the Sabie River, South Africa, following the Cyclone Dando floods. January 2012. Oral paper presented at the AGU fall meeting, San Francisco, USA, December 2012 (abstract no. 1484260). Heritage, G.L., Milan, D.J., Tooth S. 2012. The use of high resolution aerial LiDAR to characterise dryland river morphologic variation and hydraulic habitat. Poster paper presented at the AGU fall meeting, San Francisco, USA, December 2012 (abstract no. 1490023). Milan, D.J., Heritage, G.L., Tooth, S. 2013. Use of repeat aerial LiDAR to assess geomorphic impacts of the January 2012 Cyclone Dando floods on the Sabie River, South Africa. Poster paper to be presented at the IAG, Paris, August 2013. (abstract no. 1619). Papers: Heritage, G., Entwistle, N., Tooth, S., Milan, D. 2014. Long-term controls on semi-arid river form: evidence from the Sabie and Olifants rivers. Proceedings of Sediment Dynamics from the Summit to the Sea, New Orleans, Louisiana, USA, 11-14 Dec, 2014, IAHS Publ XXXX. Entwistle, N., Heritage, G., Tooth, S., Milan, D. 2014. Anastomosing reach control on hydraulics and sediment distribution on the Sabie River, South Africa. Proceedings of Sediment Dynamics from the Summit to the Sea, New Orleans, Louisiana, USA, 11-14 Dec, 2014, IAHS Publ XXXX. Talks: Heritage, G.L. 2014. Modelling the impacts of the 2012 Cyclone Dando floods on the Kruger Park Rivers. Presentation given to SANParks at Kruger National Park, January 2014. |
Start Year | 2012 |
Description | SANParks |
Organisation | University of the Witwatersrand |
Country | South Africa |
Sector | Academic/University |
PI Contribution | We have shared the new LiDAR and imagery data from our NERC Urgent grant with SANParks and WITS, and training has been provided in OSL analysis at the new WITS OSL lab through Dr Tooth |
Collaborator Contribution | Our collaborative relationships with SANParks and the University of Witwatersrand (Wits) have given us access to: a) previous LiDAR and aerial photography (AP) data for the Sabie River (worth in the region of £21000); b) SANParks funded an extension of the LiDAR survey around Olifants Gorge (worth £3000); c) 12 samples were analysed for optically stimulated luminescence dating (OSL) free of charge by the Wits Geoluminescence laboratory (at collaborative rates, Wits charges R4600 or £330, so 12 sample analyses are worth £3960). On the basis of the initial results, the Wits Geoluminescence laboratory has agreed to undertake another 19 sample analyses for free (worth an additional £6270, or £10230 in total). The level of resources leveraged from these collaborators far exceeds what we had expected when making the application, and represents excellent value for money for NERC. |
Impact | Conference presentations: Entwistle, N., Heritage, G., Tooth, S., Milan, D.J. 2014. Reach scale Hydraulic influence on sediment dynamics and morphological development in a bedrock influenced river. Paper presented at the AGU fall meeting, San Francisco, USA, December 2014. Entwistle, N., Heritage, G., Tooth, S., Milan, D.J. 2014. Anastomosing reach control on hydraulics and sediment distribution on the Sabie River, South Africa. Paper presented at Sediment Dynamics from the Summit to the Sea Symposium held in New Orleans, Louisiana, USA, 11-14 Dec, 2014. Heritage, G.L., Entwistle, N., Milan, D.J.,Tooth, S. 2014. Geological Control on morphological development of dryland river systems. Paper presented at the BSG AGM, Manchester, 1-3 Sept 2014. Heritage, G.L., Entwistle, N., Milan, D.J.,Tooth, S. 2014. Long-term controls on river form on the Olifants river, South Africa. Paper presented at the International Conference on the status and future of the world's large rivers, Manaus, Brazil. Heritage, G.L., Entwistle, N., Tooth, S., Milan, D.J. 2014. The influence of bedrock in controlling river form on the Olifants river, South Africa. Paper presented at the International Conference on the status and future of the world's large rivers, Manaus, Brazil. Heritage, G.L., Entwistle, N., Tooth, S., Milan, D.J. 2013. Extreme flood-driven dynamics of a bedrock influenced, semi-arid river. Paper presented at the AGU fall meeting, San Francisco, USA, December 2013. Tooth, S., Heritage, G.L., Milan, D.J., Evans, Cunningham, 2013. River response to environmental change in the Kruger National Park, Mpumalanga, South Africa: quantifying the impact of cyclone-generated flood sequences. Paper presented at the BSG Annual General Meeting, Royal Holloway, London, September 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2013. Assessing geomorphic impacts on the Sabie River, South Africa, following the Cyclone Dando floods January 2012, using repeat aerial LiDAR. Poster presented at the BSG Annual General Meeting, Royal Holloway, London, September 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2013. Use of repeat aerial LiDAR to assess geomorphic impacts of the January 2012 Cyclone Dando floods on the Sabie River, South Africa. Paper presented at the IAG, Paris, August 2013. Milan, D.J., Heritage, G.L., Tooth, S. 2012. Geomorphic change detection on the Sabie River, South Africa, following the Cyclone Dando floods. January 2012. Oral paper presented at the AGU fall meeting, San Francisco, USA, December 2012 (abstract no. 1484260). Heritage, G.L., Milan, D.J., Tooth S. 2012. The use of high resolution aerial LiDAR to characterise dryland river morphologic variation and hydraulic habitat. Poster paper presented at the AGU fall meeting, San Francisco, USA, December 2012 (abstract no. 1490023). Milan, D.J., Heritage, G.L., Tooth, S. 2013. Use of repeat aerial LiDAR to assess geomorphic impacts of the January 2012 Cyclone Dando floods on the Sabie River, South Africa. Poster paper to be presented at the IAG, Paris, August 2013. (abstract no. 1619). Papers: Heritage, G., Entwistle, N., Tooth, S., Milan, D. 2014. Long-term controls on semi-arid river form: evidence from the Sabie and Olifants rivers. Proceedings of Sediment Dynamics from the Summit to the Sea, New Orleans, Louisiana, USA, 11-14 Dec, 2014, IAHS Publ XXXX. Entwistle, N., Heritage, G., Tooth, S., Milan, D. 2014. Anastomosing reach control on hydraulics and sediment distribution on the Sabie River, South Africa. Proceedings of Sediment Dynamics from the Summit to the Sea, New Orleans, Louisiana, USA, 11-14 Dec, 2014, IAHS Publ XXXX. Talks: Heritage, G.L. 2014. Modelling the impacts of the 2012 Cyclone Dando floods on the Kruger Park Rivers. Presentation given to SANParks at Kruger National Park, January 2014. |
Start Year | 2012 |
Description | Modelling the impacts of the 2012 Cyclone Dando floods on the Kruger Park Rivers |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | South Africa National Parks Officials were very interested in the hydraulic simulations of the flooding. Of particular interest is the possible future impacts of climate change on the future magnitude and frequency of severe floods, and the impacts this may have upon instream and riparian habitats. The project team will look at submitting a follow-up proposal possibly to NERC to build upon the Urgent grant work. The team will also look into the possibility of running a workshop in the Kruger National Park in 2015. |
Year(s) Of Engagement Activity | 2014 |