Using integrated hydrological–hydraulic modelling and global data sources to analyse the February 2023 floods in the Umbeluzi Catchment (Mozambique)

On 9–13 February 2023 an intense flood event took place in the province of Maputo (Mozambique), resulting in severe damage to agricultural lands and transport infrastructure and with serious consequences for the population. In the district of Boane, located a few kilometres downstream of the Pequeno...

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Published inNatural hazards and earth system sciences Vol. 24; no. 1; pp. 225 - 243
Main Authors Cea, Luis, Álvarez, Manuel, Puertas, Jerónimo
Format Journal Article
LanguageEnglish
Published Katlenburg-Lindau Copernicus GmbH 30.01.2024
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Abstract On 9–13 February 2023 an intense flood event took place in the province of Maputo (Mozambique), resulting in severe damage to agricultural lands and transport infrastructure and with serious consequences for the population. In the district of Boane, located a few kilometres downstream of the Pequenos Libombos dam, the flood destroyed many food crops as well as two bridges linking the district to Maputo, thus affecting the food security of the population. These events are quite frequent in this region, making the delineation of improved flood hazard maps and the development of new flood risk management plans necessary. We reproduce this flood event with a high-resolution integrated hydrologic–hydraulic model fed with freely available global data sources, using a methodology that can be easily reproduced in other data-scarce regions. The model results are validated with observed estimations of the inflow to the Pequenos Libombos reservoir, with water marks left by the flood in the district of Boane, and with a Sentinel-1 image taken during the recession of the flood. We analyse the effect of the Pequenos Libombos reservoir on the flood hazard, which was subject to debate among the affected population and in the media. The results obtained show that integrated hydrologic–hydraulic models based on two-dimensional shallow-water equations, combined with global databases, are currently able to reasonably reproduce the extent and peak discharge of extreme flood events in data-scarce basins and are therefore very useful tools for the development of flood management plans in these regions.
AbstractList On 9–13 February 2023 an intense flood event took place in the province of Maputo (Mozambique), resulting in severe damage to agricultural lands and transport infrastructure and with serious consequences for the population. In the district of Boane, located a few kilometres downstream of the Pequenos Libombos dam, the flood destroyed many food crops as well as two bridges linking the district to Maputo, thus affecting the food security of the population. These events are quite frequent in this region, making the delineation of improved flood hazard maps and the development of new flood risk management plans necessary. We reproduce this flood event with a high-resolution integrated hydrologic–hydraulic model fed with freely available global data sources, using a methodology that can be easily reproduced in other data-scarce regions. The model results are validated with observed estimations of the inflow to the Pequenos Libombos reservoir, with water marks left by the flood in the district of Boane, and with a Sentinel-1 image taken during the recession of the flood. We analyse the effect of the Pequenos Libombos reservoir on the flood hazard, which was subject to debate among the affected population and in the media. The results obtained show that integrated hydrologic–hydraulic models based on two-dimensional shallow-water equations, combined with global databases, are currently able to reasonably reproduce the extent and peak discharge of extreme flood events in data-scarce basins and are therefore very useful tools for the development of flood management plans in these regions.
Audience Academic
Author Puertas, Jerónimo
Cea, Luis
Álvarez, Manuel
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Cites_doi 10.1038/sdata.2015.66
10.1007/s10712-016-9378-y
10.3390/w13233434
10.5194/isprs-archives-XLII-1-W1-211-2017
10.1016/j.ejrh.2017.03.001
10.1016/j.rse.2021.112668
10.5194/gmd-16-2391-2023
10.1111/jfr3.12522
10.1016/j.jhydrol.2022.128182
10.3390/w12092516
10.1002/hyp.13319
10.1038/sdata.2018.91
10.1007/978-3-030-24568-9_19
10.5194/hess-18-4467-2014
10.3390/rs13193931
10.3390/rs12162532
10.5194/hess-25-4081-2021
10.1109/JSTARS.2021.3062286
10.1111/tgis.12825
10.2166/wst.2010.746
10.1051/e3sconf/20184006028
10.3390/w12092646
10.1016/j.envsoft.2018.02.008
10.1038/s41597-019-0155-x
10.1016/j.advwatres.2019.103392
10.1016/j.actaastro.2013.03.008
10.3390/w14020176
10.1002/2014WR016547
10.3390/w12092326
10.3390/w10101459
10.1007/s12524-020-01125-4
10.5194/esurf-9-123-2021
10.1016/j.envsoft.2021.105034
10.1016/j.atmosres.2021.105588
10.23967/iber.2022.01
10.3390/w13233433
10.1016/j.ejrh.2022.101247
10.1016/j.rimni.2012.07.004
10.5270/ESA-c5d3d65
10.1016/j.jhydrol.2023.129667
10.1016/j.envsoft.2012.09.011
10.1007/s10712-022-09749-6
10.5194/gmd-16-977-2023
10.1080/19475705.2020.1734103
10.1016/j.rse.2021.112754
10.1016/j.advwatres.2019.02.007
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References ref13
ref57
ref12
ref56
ref15
ref14
ref53
ref52
ref11
ref55
ref10
ref54
ref17
ref16
ref19
ref18
ref51
ref50
ref46
ref45
ref48
ref47
ref42
ref41
ref44
ref43
ref49
ref8
ref7
ref9
ref4
ref3
ref6
ref5
ref40
ref35
ref34
ref37
ref36
ref31
ref30
ref33
ref32
ref2
ref1
ref39
ref38
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
References_xml – ident: ref37
– ident: ref15
  doi: 10.1038/sdata.2015.66
– ident: ref21
  doi: 10.1007/s10712-016-9378-y
– ident: ref32
  doi: 10.3390/w13233434
– ident: ref2
  doi: 10.5194/isprs-archives-XLII-1-W1-211-2017
– ident: ref26
  doi: 10.1016/j.ejrh.2017.03.001
– ident: ref55
  doi: 10.1016/j.rse.2021.112668
– ident: ref46
  doi: 10.5194/gmd-16-2391-2023
– ident: ref4
  doi: 10.1111/jfr3.12522
– ident: ref16
  doi: 10.1016/j.jhydrol.2022.128182
– ident: ref45
  doi: 10.3390/w12092516
– ident: ref57
– ident: ref53
– ident: ref34
– ident: ref13
– ident: ref14
  doi: 10.1002/hyp.13319
– ident: ref40
  doi: 10.1038/sdata.2018.91
– ident: ref23
  doi: 10.1007/978-3-030-24568-9_19
– ident: ref39
  doi: 10.5194/hess-18-4467-2014
– ident: ref31
  doi: 10.3390/rs13193931
– ident: ref35
  doi: 10.3390/rs12162532
– ident: ref12
  doi: 10.5194/hess-25-4081-2021
– ident: ref56
  doi: 10.1109/JSTARS.2021.3062286
– ident: ref22
  doi: 10.1111/tgis.12825
– ident: ref8
  doi: 10.2166/wst.2010.746
– ident: ref42
  doi: 10.1051/e3sconf/20184006028
– ident: ref47
– ident: ref48
  doi: 10.3390/w12092646
– ident: ref36
  doi: 10.1016/j.envsoft.2018.02.008
– ident: ref25
  doi: 10.1038/s41597-019-0155-x
– ident: ref54
  doi: 10.1016/j.advwatres.2019.103392
– ident: ref28
  doi: 10.1016/j.actaastro.2013.03.008
– ident: ref19
  doi: 10.3390/w14020176
– ident: ref7
  doi: 10.1002/2014WR016547
– ident: ref11
  doi: 10.3390/w12092326
– ident: ref18
  doi: 10.3390/w10101459
– ident: ref27
  doi: 10.1007/s12524-020-01125-4
– ident: ref29
– ident: ref50
  doi: 10.5194/esurf-9-123-2021
– ident: ref51
– ident: ref33
  doi: 10.1016/j.envsoft.2021.105034
– ident: ref24
  doi: 10.1038/s41597-019-0155-x
– ident: ref49
  doi: 10.1016/j.atmosres.2021.105588
– ident: ref44
  doi: 10.23967/iber.2022.01
– ident: ref43
  doi: 10.3390/w13233433
– ident: ref9
  doi: 10.1016/j.ejrh.2022.101247
– ident: ref5
  doi: 10.1016/j.rimni.2012.07.004
– ident: ref1
  doi: 10.5270/ESA-c5d3d65
– ident: ref17
  doi: 10.1016/j.jhydrol.2023.129667
– ident: ref3
  doi: 10.1016/j.envsoft.2012.09.011
– ident: ref20
  doi: 10.1007/s10712-022-09749-6
– ident: ref52
– ident: ref6
  doi: 10.5194/gmd-16-977-2023
– ident: ref30
  doi: 10.1080/19475705.2020.1734103
– ident: ref38
  doi: 10.1016/j.rse.2021.112754
– ident: ref41
  doi: 10.1016/j.advwatres.2019.02.007
– ident: ref10
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Snippet On 9–13 February 2023 an intense flood event took place in the province of Maputo (Mozambique), resulting in severe damage to agricultural lands and transport...
On 9-13 February 2023 an intense flood event took place in the province of Maputo (Mozambique), resulting in severe damage to agricultural lands and transport...
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SubjectTerms Agricultural land
Analysis
Bridges
Dams
Data sources
Displaced persons
Environmental risk
Flood control
Flood hazards
Flood management
Flood mapping
Flood peak
Flood risk
Floods
Food security
Food supply
Hydraulic models
Hydraulics
Hydrologic models
Hydrology
Inflow
Mozambique
Precipitation
Rain
Reservoirs
Risk management
Rivers
Roads & highways
Shallow water
Shallow water equations
Water inflow
Watersheds
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Title Using integrated hydrological–hydraulic modelling and global data sources to analyse the February 2023 floods in the Umbeluzi Catchment (Mozambique)
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