Past and future coastal flooding in Pacific Small-Island Nations: insights from the Pacific Sea Level and Geodetic Monitoring (PSLGM) Project tide gauges
Mathilde Ritman A B * , Ben Hague A C , Tauala Katea D , Tavau Vaaia D , Arona Ngari E , Grant Smith A , David Jones A and Léna Tolu FA Climate and Oceans Support Program in the Pacific, Australian Bureau of Meteorology, Melbourne, Vic., Australia.
B School of Mathematics, Monash University, Melbourne, Vic., Australia.
C School of Earth, Atmosphere and Environment, Monash University, Melbourne, Vic., Australia.
D Tuvalu Meteorological Service, Fongafale, Funafuti, Tuvalu.
E Cook Islands Meteorological Service, Avarua District, Rarotonga, Cook Islands.
F École Nationale de la Météorologie, Toulouse, France.
Journal of Southern Hemisphere Earth Systems Science 72(3) 202-217 https://doi.org/10.1071/ES22023
Submitted: 7 July 2022 Accepted: 24 October 2022 Published: 29 November 2022
© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of BoM. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)
Abstract
Sea level rise is increasing the frequency of coastal flooding globally, and low-lying communities are particularly vulnerable. We present an assessment of historical and projected changes in coastal flooding in 11 Pacific small-island nations, using tide gauge data from the Australian Bureau of Meteorology. We derive impact-, event- and percentile-based thresholds to calculate historical exceedance frequencies. Projections of future exceedance frequencies are then made using the recent suite of Shared Socioeconomic Pathways (SSPs) emission scenarios (Sixth Assessment Report). We find that exceedances of the percentile thresholds have increased in the last decade at all locations, with sites seeing exceedances in months where exceedances were previously rare or unseen in the sea level record. In the future, daily threshold exceedances occur after 50–115 cm of sea level rise, depending on location. Such levels are currently projected to be reached between 2080 and 2130 according to high emissions scenario SSP5–8.5. Low emissions scenario, SSP1–1.9, shows sea level rise resulting in 25–75 days of exceedances by 2050 for the 11 locations. This increased frequency of coastal flooding highlights the changing nature of coastal flood risk in the Pacific, with extreme weather and wave events being increasingly unnecessary for inundation to occur. Further, this work highlights how underlying increases in coastal flooding frequency pose a growing risk of exacerbating inundation associated with extreme weather or waves. Better flood monitoring and reporting will improve the accuracy of impact thresholds, strengthening the relevance of the results presented here for coastal emergency and planning managers.
Keywords: climate change, Cook Islands, flooding, nuisance flooding, Pacific, sea level rise, tidal flooding, tides, Tuvalu.
References
Buchanan MK, Oppenheimer M, Kopp RE (2017) Amplification of flood frequencies with local sea level rise and emerging flood regimes. Environmental Research Letters 12, 064009| Amplification of flood frequencies with local sea level rise and emerging flood regimes.Crossref | GoogleScholarGoogle Scholar |
Dowdy A, Kuleshov Y (2012) An analysis of tropical cyclone occurrence in the Southern Hemisphere derived from a new satellite-era data set. International Journal of Remote Sensing 33, 7382–7397.
| An analysis of tropical cyclone occurrence in the Southern Hemisphere derived from a new satellite-era data set.Crossref | GoogleScholarGoogle Scholar |
Etches M (2021) Heavy rain causes flash floods. In Cook Islands News, 24 February 2021. Available at https://www.cookislandsnews.com/national/weather/heavy-rain-causes-flash-floods/ [Verified 14 January 2022]
Farbotko C (2010) Wishful sinking: disappearing islands, climate refugees and cosmopolitan experimentation. Asia Pacific Viewpoint 51, 47–60.
| Wishful sinking: disappearing islands, climate refugees and cosmopolitan experimentation.Crossref | GoogleScholarGoogle Scholar |
Fennell J (2021) Expert warns La Niña likely to see coastal flooding in Pacific continue for months. In ABC Pacific, 9 December 2021. [Broadcast] Available at https://www.abc.net.au/pacific/programs/pacificbeat/la-nina-coastal-flooding-continue-for-months-pacific/13669316
Fohringer J, Dransch D, Kreibich H, Schröter K (2015) Social media as an information source for rapid flood inundation mapping. Natural Hazards and Earth System Sciences Discussions 3, 4231–4264.
| Social media as an information source for rapid flood inundation mapping.Crossref | GoogleScholarGoogle Scholar |
Fox-Kemper B, Hewitt HT, Xiao C, Aðalgeirsdóttir G, Drijfhout SS, Edwards TL, Golledge NR, Hemer M, Kopp RE, Krinner G, Mix A, Notz D, Nowicki S, Nurhati IS, Ruiz L, Sallée J-B, Slangen ABA, Yu Y (2021) Ocean, cryosphere and sea level change. In ‘Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change’. (Eds V Masson-Delmotte, P Zhai, A Pirani, SL Connors, C Péan, S Berger, N Caud, Y Chen, L Goldfarb, MI Gomis, M Huang, K Leitzell, E Lonnoy, JBR Matthews, TK Maycock, T Waterfield, O Yelekçi, R Yu, B Zhou) pp. 1211–1362. (Cambridge University Press)
| Crossref |
Geoscience Australia (2018) Pacific Sea Level and Geodetic Monitoring. (Geoscience Australia) Available at https://www.ga.gov.au/scientific-topics/positioning-navigation/geodesy/pacificsealevel [Verified 14 January 2022]
Ghanbari M, Arabi M, Kao S-C, Obeysekera J, Sweet W (2021) Climate change and changes in compound coastal-riverine flooding hazard along the US coasts. Earth’s Future 9, e2021EF002055
| Climate change and changes in compound coastal-riverine flooding hazard along the US coasts.Crossref | GoogleScholarGoogle Scholar |
Hague BS, Taylor AJ (2021) Tide-only inundation: a metric to quantify the contribution of tides to coastal inundation under sea-level rise. Natural Hazards 107, 675–695.
| Tide-only inundation: a metric to quantify the contribution of tides to coastal inundation under sea-level rise.Crossref | GoogleScholarGoogle Scholar |
Hague BS, Murphy BF, Jones DA, Taylor AJ (2019) Developing impact-based thresholds for coastal inundation from tide gauge observations. Journal of Southern Hemisphere Earth Systems Science 69, 252–272.
| Developing impact-based thresholds for coastal inundation from tide gauge observations.Crossref | GoogleScholarGoogle Scholar |
Hague BS, McGregor S, Murphy BF, Reef R, Jones DA (2020) Sea level rise driving increasingly predictable coastal inundation in Sydney, Australia. Earth’s Future 8, e2020EF001607
| Sea level rise driving increasingly predictable coastal inundation in Sydney, Australia.Crossref | GoogleScholarGoogle Scholar |
Hague BS, Jones DA, Jakob D, McGregor S, Reef R (2022) Australian coastal flooding trends and forcing factors. Earth’s Future 10, e2021EF002483
| Australian coastal flooding trends and forcing factors.Crossref | GoogleScholarGoogle Scholar |
Haigh ID, Pickering MD, Green JAM, Arbic BK, Arns A, Dangendorf S, Hill DF, Horsburgh K, Howard T, Idier D, Jay DA, Jänicke L, Lee SB, Müller M, Schindelegger M, Talke SA, Wilmes S-B, Woodworth PL (2020) The tides they are a-changin’: a comprehensive review of past and future nonastronomical changes in tides, their driving mechanisms, and future implications. Reviews of Geophysics 58, e2018RG000636
| The tides they are a-changin’: a comprehensive review of past and future nonastronomical changes in tides, their driving mechanisms, and future implications.Crossref | GoogleScholarGoogle Scholar |
Han S-C, Sauber J, Pollitz F, Ray R (2019) Sea level rise in the Samoan Islands escalated by viscoelastic relaxation after the 2009 Samoa–Tonga Earthquake. Journal of Geophysical Research: Solid Earth 124, 4142–4156.
| Sea level rise in the Samoan Islands escalated by viscoelastic relaxation after the 2009 Samoa–Tonga Earthquake.Crossref | GoogleScholarGoogle Scholar |
Harley MD, Kinsela MA, Sánchez-García E, Vos K (2019) Shoreline change mapping using crowd-sourced smartphone images. Coastal Engineering 150, 175–189.
| Shoreline change mapping using crowd-sourced smartphone images.Crossref | GoogleScholarGoogle Scholar |
Hino M, Belanger ST, Field CB, Davies AR, Mach KJ (2019) High-tide flooding disrupts local economic activity. Science Advances 5, eaau2736
| High-tide flooding disrupts local economic activity.Crossref | GoogleScholarGoogle Scholar |
Hoeke RK, Damlamian H, Aucan J, Wandres M (2021) Severe flooding in the atoll nations of Tuvalu and Kiribati triggered by a distant Tropical Cyclone Pam. Frontiers in Marine Science 7, 539646
| Severe flooding in the atoll nations of Tuvalu and Kiribati triggered by a distant Tropical Cyclone Pam.Crossref | GoogleScholarGoogle Scholar |
Karegar MA, Dixon TH, Malservisi R, Kusche J, Engelhart SE (2017) Nuisance flooding and relative sea-level rise: the importance of present-day land motion. Scientific Reports 7, 11197
| Nuisance flooding and relative sea-level rise: the importance of present-day land motion.Crossref | GoogleScholarGoogle Scholar |
Kasmalkar IG, Serafin KA, Miao Y, Avery Bick I, Ortolano L, Ouyang D, Suckale J (2020) When floods hit the road: resilience to flood-related traffic disruption in the San Francisco Bay area and beyond. Science Advances 6, eaba2423
| When floods hit the road: resilience to flood-related traffic disruption in the San Francisco Bay area and beyond.Crossref | GoogleScholarGoogle Scholar |
Lin C-C, Ho C-R, Cheng Y-H (2014) Interpreting and analyzing king tide in Tuvalu. Natural Hazards and Earth System Sciences 14, 209–217.
| Interpreting and analyzing king tide in Tuvalu.Crossref | GoogleScholarGoogle Scholar |
McInnes KL, White CJ, Haigh ID, Hemer MA, Hoeke RK, Holbrook NJ, Kiem AS, Oliver ECJ, Ranasinghe R, Walsh KJE, Westra S, Cox R (2016) Natural hazards in Australia: sea level and coastal extremes. Climatic Change 139, 69–83.
| Natural hazards in Australia: sea level and coastal extremes.Crossref | GoogleScholarGoogle Scholar |
Moftakhari HR, AghaKouchak A, Sanders BF, Matthew RA (2017) Cumulative hazard: the case of nuisance flooding. Earth’s Future 5, 214–223.
| Cumulative hazard: the case of nuisance flooding.Crossref | GoogleScholarGoogle Scholar |
Moftakhari HR, AghaKouchak A, Sanders BF, Allaire M, Matthew RA (2018) What Is nuisance flooding? Defining and monitoring an emerging challenge. Water Resources Research 54, 4218–4227.
| What Is nuisance flooding? Defining and monitoring an emerging challenge.Crossref | GoogleScholarGoogle Scholar |
Moore FC, Obradovich N (2020) Using remarkability to define coastal flooding thresholds. Nature Communications 11, 530
| Using remarkability to define coastal flooding thresholds.Crossref | GoogleScholarGoogle Scholar |
Needham HF, Keim BD, Sathiaraj D (2015) A review of tropical cyclone-generated storm surges: global data sources, observations, and impacts. Reviews of Geophysics 53, 545–591.
| A review of tropical cyclone-generated storm surges: global data sources, observations, and impacts.Crossref | GoogleScholarGoogle Scholar |
Nicholls RJ, Lincke D, Hinkel J, Brown S, Vafeidis AT, Meyssignac B, Hanson SE, Merkens J-L, Fang J (2021) A global analysis of subsidence, relative sea-level change and coastal flood exposure. Nature Climate Change 11, 338–342.
| A global analysis of subsidence, relative sea-level change and coastal flood exposure.Crossref | GoogleScholarGoogle Scholar |
Oppenheimer M, Glavovic BC, Hinkel J, van de Wal R, Magnan AK,Abd-Elgawad A, Cai R, Cifuentes-Jara M, DeConto RM, Ghosh T, Hay J, Isla F, MarzeionB, Meyssignac B, Sebesvari Z (2019) Sea level rise and implications forlow-lying islands, coasts and communities. In ‘IPCC Special Report on the Oceanand Cryosphere in a Changing Climate’. (Eds H-O Pörtner, DC Roberts, V Masson-Delmotte, P Zhai, M Tignor, E Poloczanska, K Mintenbeck, A Alegría, M Nicolai, A Okem, J Petzold, B Rama, NM Weyer) pp. 321–445. (Cambridge University Press)
| Crossref |
Pacific Meteorological Desk Partnership (2021) Pacific Islands Climate Change Monitor: 2021. Available at https://www.pacificmet.net/pacific-climate-change-monitor-report-2021
Radio New Zealand (2020) Floods strike Cook Islands’ Rarotonga. In Radio New Zealand, 8 August 2020. Available at https://www.rnz.co.nz/international/pacific-news/423069/floods-strike-cook-islands-rarotonga [Verified 14 January 2022]
Rasmussen DJ, Bittermann K, Buchanan MK, Kulp S, Strauss BH, Kopp RE, Oppenheimer M (2018) Extreme sea level implications of 1.5 °C, 2.0 °C, and 2.5 °C temperature stabilization targets in the 21st and 22nd centuries. Environmental Research Letters 13, 034040
| Extreme sea level implications of 1.5 °C, 2.0 °C, and 2.5 °C temperature stabilization targets in the 21st and 22nd centuries.Crossref | GoogleScholarGoogle Scholar |
Riahi K, van Vuuren DP, Kriegler E, Edmonds J, O’Neill BC, Fujimori S, Bauer N, Calvin K, Dellink R, Fricko O, Lutz W, Popp A, Cuaresma JC, Samir KC, Leimbach M, Jiang L, Kram T, Rao S, Emmerling J, Ebi K, Hasegawa T, Havlik P, Humpenöder F, da Silva LA, Smith S, Stehfest E, Bosetti V, Eom J, Gernaat D, Masui T, Rogelj J, Strefler J, Drouet L, Krey V, Luderer G, Harmsen M, Takahashi K, Baumstark L, Doelman JC, Kainuma M, Klimont Z, Marangoni G, Lotze-Campen H, Obersteiner M, Tabeau A, Tavoni M (2017) The shared socioeconomic pathways and their energy, land use, and greenhouse gas emissions implications: an overview. Global Environmental Change 42, 153–168.
| The shared socioeconomic pathways and their energy, land use, and greenhouse gas emissions implications: an overview.Crossref | GoogleScholarGoogle Scholar |
Rueda A, Vitousek S, Camus P, Tomás A, Espejo A, Losada IJ, Barnard PL, Erikson LH, Ruggiero P, Reguero BG, Mendez FJ (2017) A global classification of coastal flood hazard climates associated with large-scale oceanographic forcing. Scientific Reports 7, 5038
| A global classification of coastal flood hazard climates associated with large-scale oceanographic forcing.Crossref | GoogleScholarGoogle Scholar |
Santoso A, Mcphaden MJ, Cai W (2017) The defining characteristics of ENSO extremes and the strong 2015/2016 El Niño. Reviews of Geophysics 55, 1079–1129.
| The defining characteristics of ENSO extremes and the strong 2015/2016 El Niño.Crossref | GoogleScholarGoogle Scholar |
Slangen ABA, Church JA, Agosta C, Fettweis X, Marzeion B, Richter K (2016) Anthropogenic forcing dominates global mean sea-level rise since 1970. Nature Climate Change 6, 701–705.
| Anthropogenic forcing dominates global mean sea-level rise since 1970.Crossref | GoogleScholarGoogle Scholar |
Smith G, Juria N (2019) Diagnosis of historical inundation events in the Marshall Islands to assist early warning systems. Natural Hazards 99, 189–216.
| Diagnosis of historical inundation events in the Marshall Islands to assist early warning systems.Crossref | GoogleScholarGoogle Scholar |
Sweet WV, Park J (2014) From the extreme to the mean: acceleration and tipping points of coastal inundation from sea level rise. Earth’s Future 2, 579–600.
| From the extreme to the mean: acceleration and tipping points of coastal inundation from sea level rise.Crossref | GoogleScholarGoogle Scholar |
Sweet WV, Kopp RE, Weaver CP, Obeysekera J, Horton RM, Thieler ER, Zervas C (2017) Global and regional sea level rise scenarios for the United States. NOAA Technical Report NOS CO‐OPS 083 NOAA/NOS, NOS. (NOOA Center for Operational Oceanographic Products and Services: Silver Spring, MD, USA)
| Crossref |
Sweet WV, Genz AS, Obeysekera J, Marra JJ (2020) A regional frequency analysis of tide gauges to assess Pacific coast flood risk. Frontiers in Marine Science 7, 581769
| A regional frequency analysis of tide gauges to assess Pacific coast flood risk.Crossref | GoogleScholarGoogle Scholar |
Sweet WV, Hamlington BD, Kopp RE, Weaver CP, Barnard PL, Bekaert D, Brooks W, Craghan M, Dusek G, Frederikse T, Garner G, Genz AS, Krasting JP, Larour E, Marcy D, Marra JJ, Obeysekera J, Osler M, Pendleton M, Roman D, Schmied L, Veatch W, White KD, Zuzak C (2022) Global and regional sea level rise scenarios for the United States: updated mean projections and extreme water level probabilities along US coastlines. NOAA Technical Report NOS 01. (National Oceanic and Atmospheric Administration, National Ocean Service: Silver Spring, MD, USA) Available at https://aambpublicoceanservice.blob.core.windows.net/oceanserviceprod/hazards/sealevelrise/noaa-nos-techrpt01-global-regional-SLR-scenarios-US.pdf
Thompson PR, Widlansky MJ, Hamlington BD, Merrifield MA, Marra JJ, Mitchum GT, Sweet W (2021) Rapid increases and extreme months in projections of United States high-tide flooding. Nature Climate Change 11, 584–590.
| Rapid increases and extreme months in projections of United States high-tide flooding.Crossref | GoogleScholarGoogle Scholar |
Vitousek S, Barnard PL, Fletcher CH, Frazer N, Erikson L, Storlazzi CD (2017) Doubling of coastal flooding frequency within decades due to sea-level rise. Scientific Reports 7, 1399
| Doubling of coastal flooding frequency within decades due to sea-level rise.Crossref | GoogleScholarGoogle Scholar |
Wahl T, Haigh ID, Nicholls RJ, Arns A, Dangendorf S, Hinkel J, Slangen ABA (2017) Understanding extreme sea levels for broad-scale coastal impact and adaptation analysis. Nature Communications 8, 16075
| Understanding extreme sea levels for broad-scale coastal impact and adaptation analysis.Crossref | GoogleScholarGoogle Scholar |
Wandres M, Aucan J, Espejo A, Jackson N, de Ramon N’Yeurt A, Damlamian H (2020) Distant-source swells cause coastal inundation on Fiji’s coral coast. Frontiers in Marine Science 7, 546
| Distant-source swells cause coastal inundation on Fiji’s coral coast.Crossref | GoogleScholarGoogle Scholar |
Widlansky MJ, Timmermann A, McGregor S, Stuecker MF, Cai W (2014) An interhemispheric tropical sea level seesaw due to El Niño Taimasa. Journal of Climate 27, 1070–1081.
| An interhemispheric tropical sea level seesaw due to El Niño Taimasa.Crossref | GoogleScholarGoogle Scholar |
Widlansky MJ, Long X, Schloesser F (2020) Increase in sea level variability with ocean warming associated with the nonlinear thermal expansion of seawater. Communications Earth & Environment 1, 9
| Increase in sea level variability with ocean warming associated with the nonlinear thermal expansion of seawater.Crossref | GoogleScholarGoogle Scholar |
Woodworth PL (2019) The global distribution of the M1 ocean tide. Ocean Sci 15, 431–442.
| The global distribution of the M1 ocean tide.Crossref | GoogleScholarGoogle Scholar |
Woodworth PL, Menéndez M, Roland Gehrels W (2011) Evidence for century-timescale acceleration in mean sea levels and for recent changes in extreme sea levels. Surveys in Geophysics 32, 603–618.
| Evidence for century-timescale acceleration in mean sea levels and for recent changes in extreme sea levels.Crossref | GoogleScholarGoogle Scholar |
World Meteorological Organization (2017) WMO guidelines on the calculation of climate normals. WMO-No. 1203. (WMO: Geneva, Switzerland) Available at https://library.wmo.int/doc_num.php?explnum_id=4166