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Diagnosis of historical inundation events in the Marshall Islands to assist early warning systems

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Abstract

Inhabitants of low-lying coral atolls benefit from disaster risk reduction decision makers receiving early warnings of coastal inundation leading to heightened levels of alert and preparedness. Majuro, the capital of the Marshall Islands, is a coral atoll that experiences coastal inundation events on a near annual frequency and is likely to be exacerbated by sea-level rise, increasing the importance of early warning systems. However, current early warnings are not always provided for every inundation event. Inundation is driven by a combination of various oceanographic processes that contribute to sea level at the coastline, with the primary driver dependent on how extreme a particular process may be at the time. Incoming swell from distant storms and cyclones can trigger an inundation event, especially when coinciding with high spring tides and/or sea-level anomalies. Historical data from three directional scenarios were analysed to determine the critical values for offshore wave height, peak period, directional range, and sea level that had led to inundation in the past. Bulk wave statistics and static sea level were found to be sufficient information to identify the occurrence of an inundation event. These inundation thresholds serve as a reference to be used in conjunction with forecast models as an analogue for future events informing both the likelihood and impact. The analysis showed that inundation with a significant contributing swell factor propagates via three main routes, with approximately 50% occurring from the north-east. The two highest sea-level measurements on record both occurred during La Niña events, with both leading to inundation, suggesting that spring tides during La Niña events should exhibit a heightened level of alert for inundation at Majuro regardless of swell contribution.

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References

  • ABC (2015) Chaotic unseasonal storms strike Marshall Islands and Guam as eight systems threaten western Pacific. ABC News

  • Aucan J, Hoeke R, Merrifield MA (2012) Wave-driven sea level anomalies at the Midway tide gauge as an index of North Pacific storminess over the past 60 years. Geophys Res Lett 39:1–6. https://doi.org/10.1029/2012gl052993

    Article  Google Scholar 

  • Australian Bureau of Meteorology, CSIRO (2014) Climate variability, extremes and change in the western tropical Pacific: new science and updated country reports 2014. Melbourne

  • Barnett J, Adger WN (2003) Climate dangers and atoll countries. Clim Change 61:321–337

    Article  Google Scholar 

  • Becker M, Meyssignac B, Letetrel C et al (2012) Sea level variations at tropical Pacific islands since 1950. Global Planet Change 80–81:85–98. https://doi.org/10.1016/j.gloplacha.2011.09.004

    Article  Google Scholar 

  • Becker JM, Merrifield MA, Ford M (2014a) Water level effects on breaking wave setup for Pacific Island fringing reefs. J Geophys Res Oceans 119:914–932. https://doi.org/10.1002/2013JC009373

    Article  Google Scholar 

  • Becker JM, Merrifield MA, Ford M, Yoon H (2014b) Long waves in the Marshall Islands: observations and theory. In: ASLO/AGU/TOS (ed) Ocean sciences meeting, Honolulu

  • Bowen AJ, Inman DL, Simmons VP (1968) Wave ‘set-down’ and set-up. J Geophys Res 73:2569–2577. https://doi.org/10.1029/JB073i008p02569

    Article  Google Scholar 

  • Box GEP, Jenkins GM, Reinsel GC (1994) Time series analysis—forecasting and control. Prentice Hall New Jersey 1994 SFB 373:837–900. https://doi.org/10.1016/j.ijforecast.2004.02.001

  • Brandvik AE (2016) After the flood: reflections on the sociality of saltwater inundation on an anthropogenic atoll. University of Bergen, Bergen

    Google Scholar 

  • Caldwell PC, Merrifield MA, Thompson PR (2015) Sea level measured by tide gauges from global oceans—the joint archive for sea level holdings. NOAA National Centers for Environmental Information NCEI Access. https://doi.org/10.7289/v5v40s7w

  • Chelton DB, Davis RE (1982) Monthly mean sea-level variability along the West Coast of North America. J Phys Oceanogr 12:757–784. https://doi.org/10.1175/1520-0485(1982)012%3c0757:MMSLVA%3e2.0.CO;2

    Article  Google Scholar 

  • Chen X, Zhang X, Church JA et al (2017) The increasing rate of global mean sea-level rise during 1993–2014. Nat Clim Change 7:492–495. https://doi.org/10.1038/nclimate3325

    Article  Google Scholar 

  • Cheriton OM, Storlazzi CD, Rosenberger KJ (2016) Observations of wave transformation over a fringing coral reef and the importance of low-frequency waves and offshore water levels to runup, overwash, and coastal flooding. J Geophys Res Oceans 121:3121–3140. https://doi.org/10.1002/2015JC011231

    Article  Google Scholar 

  • CNES (2016) SSALTO/DUACS user handbook: MSLA and (M)ADT near-real time and delayed time products, revision 5

  • Davies R (2015) Marshall Islands King Tide Floods. floodlist. http://floodlist.com/australia/marshall-islands-king-tide-floods. Accessed 9 Aug 2019

  • Doodson AT (1924) Meteorological perturbations of sea-level and tides. Mon Not R Astron Soc Geophys Suppl 1:124–147. https://doi.org/10.1111/j.1365-246X.1924.tb05363.x

    Article  Google Scholar 

  • Durrant T, Greenslade D (2011) Evaluation and implementation of AUSWAVE. CAWCR Technical Report No. 041

  • Durrant T, Greenslade D, Hemar M, Trenham C (2014) CAWCR technical report no. 070: a Global Hindcast focussed on the Central and South Pacific, Melbourne

  • Fellenius K (2014) As the water rises… Marshall Islands J 45:1

  • Firing YL, Merrifield MA (2004) Extreme sea level events at Hawaii: influence of mesoscale eddies. Geophys Res Lett 31:1–4. https://doi.org/10.1029/2004GL021539

    Article  Google Scholar 

  • Ford M (2012) shoreline changes on an urban atoll in the Central Pacific Ocean: Majuro Atoll, Marshall Islands. Coastal Education & Research Foundation, Inc 28:11–22. https://doi.org/10.2112/2011.27

  • Ford M, Merrifield MA, Becker JM (2018) Inundation of a low-lying urban atoll island: Majuro, Marshall Islands. Nat Hazards 91:1273–1297. https://doi.org/10.1007/s11069-018-3183-5

    Article  Google Scholar 

  • Ginoza L (1979a) Majuro pounded by big surf, vol 1. Pacific Daily News, Guam

    Google Scholar 

  • Ginoza L (1979b) Majuro damage into millions, vol 3. Pacific Daily News, Guam

    Google Scholar 

  • Global Facility for Disaster Reduction and Recovery (2011) Vulnerability, risk reduction, and adaptation to climate change: Marshall Islands

  • Gouldby B, Méndez FJ, Guanche Y et al (2014) A methodology for deriving extreme nearshore sea conditions for structural design and flood risk analysis. Coast Eng 88:15–26. https://doi.org/10.1016/j.coastaleng.2014.01.012

    Article  Google Scholar 

  • Hawkes PJ, Gouldby BP, Tawn JA, Owen MW (2002) The joint probability of waves and water levels in coastal engineering design. J Hydraul Res 40:241–251. https://doi.org/10.1080/00221680209499940

    Article  Google Scholar 

  • Hess D, Hwang D, Fellenius K et al (2015) Homeowner’s handbook to prepare for natural hazards. University of Hawaii Sea Grant College Program, Honolulu

    Google Scholar 

  • Hoeke RK, McInnes KL, Kruger JC et al (2013) Widespread inundation of Pacific islands triggered by distant-source wind-waves. Global Planet Change 108:1–11. https://doi.org/10.1016/j.gloplacha.2013.06.006

    Article  Google Scholar 

  • Hovertsen P (1979) Marshalls hit again, vol. 1. Pacific Daily News, Guam

    Google Scholar 

  • Huang T, Rapp H (2010) Coastal erosion on Majuro Atoll: Marshall Islands with special regard to sea-level rise (Master thesis). Lund University

  • Intergovernmental Panel on Climate Change (2014) Climate Change 2014—impacts, adaptation and vulnerability: part a: global and sectoral aspects: working group II contribution to the IPCC fifth assessment report: volume 1: global and sectoral aspects. Cambridge University Press, Cambridge

  • Iwamoto MM, Langenberger F, Ostrander CE (2016) Ocean observing: serving stakeholders in the Pacific Islands. Mar Technol Soc J 50:47–54

    Article  Google Scholar 

  • Johnson G (2016) Storm-driven tides cause flooding. Marshall Islands J. https://marshallislandsjournal.com/storm-driven-tides-cause-flooding/. Accessed 9 Aug 2019

  • Kron W (2013) Coasts: the high-risk areas of the world. Nat Hazards 66:1363–1382. https://doi.org/10.1007/s11069-012-0215-4

    Article  Google Scholar 

  • Lander MA, Guard CP (2001) Western North Pacific, North Indian Ocean, and Southern Hemisphere Tropical Cyclones of 1997. Mon Weather Rev 129:3015–3036. https://doi.org/10.1175/1520-0493(2001)129%3c3015:WNPNIO%3e2.0.CO;2

    Article  Google Scholar 

  • Lane K, Charles-Guzman K, Wheeler K et al (2013) Health effects of coastal storms and flooding in urban areas: a review and vulnerability assessment. J Environ Public Health 2013:13

    Article  Google Scholar 

  • Lewis R (2015) “Nowhere to move”: Marshall Islands adapts amid climate change threat. Aljazeera America. http://america.aljazeera.com/articles/2015/5/19/Marshall-Islands-climate.html. Accessed 9 Aug 2019

  • McKenzie E, Woodruff A, McClennen C (2006) SOPAC technical report 383: economic assessment of the true costs of aggregate mining in Majuro Atoll Republic of the Marshall Islands

  • McLean RF, Tsyban A, Burkett V et al. (2001) Coastal zones and marine ecosystems. In McCarthy JJ, Canziani OF, Leary NA, Dokken DJ, White KS (ed) Climate Change 2001: Impacts, Adaptation, and Vulnerability. Contribution of Working Group II to the Third Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK, pp 343–379

  • McLeod E (2014) OCHA flash update—Marshall Islands King Tides, 4 March 2014. Suva

  • Merrifield MA, Becker JM, Ford M, Tao Y (2014) Observations and estimates of wave-driven water level extremes at the Marshall Islands. Geophys Res Lett 41:7245–7253

    Article  Google Scholar 

  • Montz BE, Tobin GA, Hagelman RR (2017) Natural hazards. Explanation and integration, 2nd edn. Guildford Publications, New York

    Google Scholar 

  • Muller PH (2008) National Communication regarding the relationship between human rights & the impacts of climate change. UN Human Rights Council Resolution 7/23. Permanent Mission of the Republic of the Marshall Islands to the United Nations, Geneva

  • National Disaster Management Committee (1997) Marshall Islands: Hazard Mitigation Plan

  • Nicholls RJ, Wong PP, Burket VR, et al (2007) Coastal systems and low-lying areas. Climate change 2007: impacts, adaptation and vulnerability 315–356. https://doi.org/10.1017/cbo9781107415379

  • NY Times (1979) Huge waves ravage a Mid-Pacific Island. Special to the New York Times 9

  • Pacific Catastrophe Risk Assessment & Financing Initiative (2015) Country note: Marshall Islands. Washington, DC

  • Pacific Sea Level Monitoring Project (2015) Monthly data report—April 2015

  • Parnell J (2013) Tides swamp climate vulnerable Marshall Islands. Climate Change News. https://www.climatechangenews.com/2013/06/26/tides-swamp-climate-vulnerable-marshall-islands/. Accessed 9 Aug 2019

  • Pugh DT, Wiley J, Sons C (1996) Book review tides, surges and mean sea level—a handbook for engineers and scientists. Geophys J 95:472. https://doi.org/10.1111/j.1365-246x.1988.tb06710.x

    Article  Google Scholar 

  • Quataert E, Storlazzi C, Van Rooijen A et al (2015) The influence of coral reefs and climate change on wave-driven flooding of tropical coastlines. Geophys Res Lett 42:6407–6415. https://doi.org/10.1002/2015GL064861

    Article  Google Scholar 

  • Radio NZ (2016a) King tide causes flooding in Marshall Islands. Radio New Zealand, Wellington

    Google Scholar 

  • Radio NZ (2016b) Unseasonal high tide damages structures in Marshalls. Radio New Zealand, Wellington

    Google Scholar 

  • Ramsay D (2011) Coastal erosion and inundation due to climate change in the Pacific and East Timor. Hamilton, NZ. NIWA Client Report No: HAM2011-097

  • Secretariat of the Pacific Community (2012) Republic of the Marshall Islands 2011 Census Report. Noumea

  • Seneviratne S, Nicholls N, Easterling D, et al (2012) Changes in climate extremes and their impacts on the natural physical environment. Managing the Risk of Extreme Events and Disasters to Advance Climate Change Adaptation 109–230

  • South Pacific Disaster Reduction Programme (1997) Hazard Mitigation Plan: Marshall Islands. Revised Edition

  • Spennemann DHR (1996a) Nontraditional settlement patterns and typhoon hazard on contemporary Majuro atoll, Republic of the Marshall Islands. Environ Manag 20:337–348. https://doi.org/10.1007/BF01203842

    Article  Google Scholar 

  • Spennemann DHR (1996b) Dreading the next wave: non-traditional settlement patterns and typhoon threats on contemporary Majuro. University of Colorado, Boulder

    Google Scholar 

  • SPREP (2014) PACC Technical Report No.5: Vulnerability and adaptation (V&A) assessment for the water sector in Majuro, Republic of the Marshall Islands. Apia

  • Stege M (2014) Vulnerability and adaptation (V&A) assessment for the water sector in Majuro, Republic of the Marshall Islands. PACC Technical Report No.5

  • Stephens SA, Coco G, Bryan KR (2011) Numerical simulations of wave setup over barred beach profiles: implications for predictability. J Waterway Port Coastal Ocean Eng 137:175–181. https://doi.org/10.1061/(ASCE)WW.1943-5460.0000076

    Article  Google Scholar 

  • Stephens SA, Bell RG, Ramsay D, Goodhue N (2014) High-water alerts from coinciding high astronomical tide and high mean sea level anomaly in the Pacific Islands region. J Atmos Ocean Technol 31:2829–2843. https://doi.org/10.1175/JTECH-D-14-00027.1

    Article  Google Scholar 

  • Stockdon HF, Holman RA, Howd PA, Sallenger AH (2006) Empirical parameterization of setup, swash, and runup. Coast Eng 53:573–588. https://doi.org/10.1016/j.coastaleng.2005.12.005

    Article  Google Scholar 

  • Tolman HL (2003) Treatment of unresolved islands and ice in wind wave models. Ocean Model 5:219–231. https://doi.org/10.1016/S1463-5003(02)00040-9

    Article  Google Scholar 

  • Tolman HL, Balasubramaniyan B, Burroughs LD et al (2002) Development and implementation of wind-generated ocean surface wave models at NCEP. Weather Forecast 17:311–333. https://doi.org/10.1175/1520-0434(2002)017%3c0311:daiowg%3e2.0.co;2

    Article  Google Scholar 

  • Tolman HL, Alves J, Chao YY (2005) Operational forecasting of wind-generated waves by hurricane Isabel at NCEP. Weather Forecast 20:544–557. https://doi.org/10.1175/WAF852.1

    Article  Google Scholar 

  • Vander Velde N (2003) The vascular plants of Majuro Atoll, Republic of the Marshall Islands. Atoll Res Bull 503:1–141

    Article  Google Scholar 

  • Wadey M, Brown S, Nicholls RJ, Haigh I (2017) Coastal flooding in the Maldives: an assessment of historic events and their implications. Natural Hazards 1–29

  • Wagner P (1979) Majuro blasted by waves. Pacific Daily News, Guam

    Google Scholar 

  • Wannier G (2011) Deserted islands. chinadialogue. https://www.chinadialogue.net/article/show/single/en/4398-Deserted-islands. Accessed 9 Aug 2019

  • White R (2013) Extremely High Tide combined with long-period swells from the south to produce 6 to 8 feet surfs to cause Coastal Inundation in the Southeast to Southwest parts of Majuro

  • Wittmann PA (2001) Implementation of WAVEWATCH III at Fleet Numerical Meteorology and Oceanography Center. MTS/IEEE Oceans 2001 An Ocean Odyssey Conference Proceedings (IEEE Cat No01CH37295) 3:1474–1479. https://doi.org/10.1109/oceans.2001.968051

  • Yeo S (2014) Concern mounts in Marshall Islands as high tides swamp capital. Climate Change News. https://www.climatechangenews.com/2014/10/15/concern-mounts-in-marshall-islands-as-high-tides-swamp-capital/. Accessed 9 Aug 2019

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Acknowledgements

The authors would like to thank Reginald White of the Marshall Islands National Weather Service Office, and Karl Fellenius of the University of Hawaii Sea Grant Program at the College of the Marshall Islands for all internal memos regarding inundation impacts at Majuro. Thanks to Martin Guiles from the University of Hawaii for information on the PacIOOS inundation forecast tool. We thank Roan Plotz and Ron Hoeke for undertaking internal review of this paper.

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Smith, G., Juria, N. Diagnosis of historical inundation events in the Marshall Islands to assist early warning systems. Nat Hazards 99, 189–216 (2019). https://doi.org/10.1007/s11069-019-03735-9

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