Research article

When rainfall meets tides: flood hazards in an Amazonian Metropolis

  • Published: 09 March 2026
  • Urban estuarine areas are exposed to flooding caused by heavy rain and tidal processes in cities lacking adequate infrastructure. Our aim of this paper was to analyze the relationship between precipitation intensity, tidal dynamics, and flooding occurrence in Belém (Pará, Brazil), located in Guajará Bay. Flood-related losses and damage have occurred throughout the city, especially in central consolidated and peripheral areas. The materials and methods included data collected from weather stations (1961–2020) of the National Institute of Meteorology and remote sensing data (1990–2023) from the Climate Hazards Group InfraRed Precipitation with Station dataset. Tide data (2006–2020) were obtained from the Brazilian Navy website, and damage information was collected from news reports, scientific articles, and official databases covering the period from 1987 to 2020. The locations mentioned in these reports were georeferenced and mapped. The results showed that in 1961 and 1990, the months with the highest precipitation were February and March, while during the period from 1991 to 2020, the rainiest months shifted to March and April. Extremely intense rainfall led to flooding-related damage in all city districts. A total of 51 news reports detailing the damage caused by flooding related to excessive rainfall and tides were identified, of which 24 occurred under extremely intense conditions. The highest tides were recorded in 2010, reaching 3.9m, and in 2014, 2015, and 2019, the tides reached 3.8 m at noon. In exposed and vulnerable areas, combined rainfall and high tides are the major causes of flooding, according to analysis of coincidences. The most common damages included loss of furniture and household appliances, interruptions to urban mobility, urban infrastructure damage, and the temporary isolation of residents. The linkages between rain and tides may contribute to risk management and alert purposes.

    Citation: Milena Andrade, Giovanni Silva, Ewerton Souza, Giordani Sodré. When rainfall meets tides: flood hazards in an Amazonian Metropolis[J]. AIMS Geosciences, 2026, 12(1): 276-301. doi: 10.3934/geosci.2026011

    Related Papers:

  • Urban estuarine areas are exposed to flooding caused by heavy rain and tidal processes in cities lacking adequate infrastructure. Our aim of this paper was to analyze the relationship between precipitation intensity, tidal dynamics, and flooding occurrence in Belém (Pará, Brazil), located in Guajará Bay. Flood-related losses and damage have occurred throughout the city, especially in central consolidated and peripheral areas. The materials and methods included data collected from weather stations (1961–2020) of the National Institute of Meteorology and remote sensing data (1990–2023) from the Climate Hazards Group InfraRed Precipitation with Station dataset. Tide data (2006–2020) were obtained from the Brazilian Navy website, and damage information was collected from news reports, scientific articles, and official databases covering the period from 1987 to 2020. The locations mentioned in these reports were georeferenced and mapped. The results showed that in 1961 and 1990, the months with the highest precipitation were February and March, while during the period from 1991 to 2020, the rainiest months shifted to March and April. Extremely intense rainfall led to flooding-related damage in all city districts. A total of 51 news reports detailing the damage caused by flooding related to excessive rainfall and tides were identified, of which 24 occurred under extremely intense conditions. The highest tides were recorded in 2010, reaching 3.9m, and in 2014, 2015, and 2019, the tides reached 3.8 m at noon. In exposed and vulnerable areas, combined rainfall and high tides are the major causes of flooding, according to analysis of coincidences. The most common damages included loss of furniture and household appliances, interruptions to urban mobility, urban infrastructure damage, and the temporary isolation of residents. The linkages between rain and tides may contribute to risk management and alert purposes.



    加载中


    [1] Dong L, Liu J, Zhou J, et al. (2024) The influence of astronomical tide phases on urban flooding during rainstorms: Application to Macau. J Hydrol Reg Stud 56: 101998. https://doi.org/10.1016/j.ejrh.2024.101998 doi: 10.1016/j.ejrh.2024.101998
    [2] Intergovernmental Panel on Climate Change, Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change. Cambridge University Press: Cambridge, UK; New York, NY, USA. 2012. Available from: https://www.ipcc.ch/report/managing-the-risks-of-extreme-events-and-disasters-to-advance-climate-change-adaptation/.
    [3] Gu L, Chen J, Yin J, et al. (2022) Global increases in compound flood-hot extreme hazards under climatewarming. Geophys Res Lett 49: e2022GL097726. https://doi.org/10.1029/2022GL097726 doi: 10.1029/2022GL097726
    [4] Seneviratne SI, Nicholls N, Easterling D, et al. (2012) Changes in climate extremes and their impacts on the natural physical environment. Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation, A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, UK, and New York, NY, USA, 109–230.
    [5] Zhou S, Yu B, Zhang Y (2023) Global concurrent climate extremes exacerbated by anthropogenic climate change. Sci Adv 9: eabo1638. https://doi.org/10.1126/sciadv.abo1638 doi: 10.1126/sciadv.abo1638
    [6] World Meteorological Organization, Guide to meteorological instruments and methods of observation. Geneva. 2021. Available from: https://library.wmo.int/idurl/4/41650.
    [7] Instituto Nacional de Meteorologia, Alert-AS—Centro Virtual para Avisos de Eventos Meteorológicos Severos Para a América do Sul, 2023. Available from: https://alertas2.inmet.gov.br/
    [8] UNITED NATIONS OFFICE FOR DISASTER RISK REDUCTION, The Sendai Framework Terminology on Disaster Risk Reduction. "Disaster risk", 2017. Available from: https://www.undrr.org/terminology/disaster-risk.
    [9] Xu K, Zhuan Y, Bin L, et al. (2023) Impact assessment of climate change on compound flooding in a coastal city. J Hydrol 617: 129166. https://doi.org/10.1016/j.jhydrol.2023.129166 doi: 10.1016/j.jhydrol.2023.129166
    [10] Yang J, Chen M (2022) Potential impacts of flood risk with rising sea level in Macau: Dynamic simulation from historical Typhoon Mangkhut. Ocean Eng 246: 110605. https://doi.org/10.1016/j.oceaneng.2022.110605 doi: 10.1016/j.oceaneng.2022.110605
    [11] Nederhoff K, Saleh R, Barnard P, et al. (2025) Mitigating Flood Risks in Urban Estuaries: Tidal Dynamics, Shoreline Hardening, Nature-Based Solutions, and Floodgates in San Francisco Bay. J Waterw Port Coast Ocean Eng 151: 04025031. https://doi.org/10.1061/JWPED5.WWENG-2342 doi: 10.1061/JWPED5.WWENG-2342
    [12] Toste R, Vasconcelos A, Assad LPdF, et al. (2024) Dynamically downscaled coastal flooding in Brazil's Guanabara Bay under a future climate change scenario. Nat Hazards 120: 7845–7869. https://doi.org/10.1007/s11069-024-06556-7 doi: 10.1007/s11069-024-06556-7
    [13] Cavalcante RBL, Pontes PRM, Tedeschi RG, et al. (2025) Relationship between extreme daily rainfall and temperature over the Brazilian Amazon. Acta Amazonica 55: e55gs24428.
    [14] Souza EB, Ferreira DBS, Guimarães JTF, et al. (2017) Padrões climatológicos e tendências da precipitação nos regimes chuvoso e seco da amazônia oriental. Revista Brasileira de Climatologia 21. https://doi.org/10.5380/abclima.v21i0.41232 doi: 10.5380/abclima.v21i0.41232
    [15] Coulet P, Durand F, Fassoni-Andrade A, et al. (2025) Assessment of the hydrodynamical signature of the record-breaking 2021 flood along the Amazon estuary. Ocean Model 196: 102536. https://doi.org/10.1016/j.ocemod.2025.102536 doi: 10.1016/j.ocemod.2025.102536
    [16] Andrade MMN, Szlafsztein CF (2018) Vulnerability assessment including tangible and intangible components in the index composition: an Amazon case study of flooding and flash flooding. Sci Total Environ 630: 903–912. https://doi.org/10.1016/j.scitotenv.2018.02.271 doi: 10.1016/j.scitotenv.2018.02.271
    [17] Andrade MMN, Szlafsztein CF (2019) Coping, adaptation strategies, and institutional perception of hydrological risks in an urban Amazon city. Disaster 44: 708−725. https://doi.org/10.1111/disa.12414 doi: 10.1111/disa.12414
    [18] Paumgartten JVV, Maués LMF, Rocha CAAC (2021) Risco de inundação na cidade de Belém (PA): a percepção técnica e social do risco. Rev Brasil de Gest e Desenv Regi 17: 317−332.
    [19] Costa GRS, Blanco CJC, Cruz JS, et al. (2024) Estimating the daily flooding probability by the compound effect of rainfall and tides in an Amazonian metropolis. Urban Clim 57: 102121. https://doi.org/10.1016/j.uclim.2024.102121 doi: 10.1016/j.uclim.2024.102121
    [20] Ponte JPX, Brandão AJ (2015) Urban drainage in the Metropolitan Region of Belém, Brazil: an urbanistic study. IAENG Trans Eng Sci, 358−371. https://doi.org/10.1142/9789814667364_0027 doi: 10.1142/9789814667364_0027
    [21] Mansur AV, Brondízio ES, Roy S, et al. (2016) An assessment of urban vulnerability in the Amazon Delta and Estuary: a multi-criterion index of flood exposure, socio-economic conditions and infrastructure. Sustain Sci 11: 625–643. https://doi.org/10.1007/s11625-016-0355-7 doi: 10.1007/s11625-016-0355-7
    [22] Szlafsztein CF, Araújo ANB (2021) Autonomous flood adaptation measures in Amazonian cities (Belém, Brazil). Nat Hazards 108: 1069–1087. https://doi.org/10.1007/s11069-021-04720-x doi: 10.1007/s11069-021-04720-x
    [23] Tavares ACM, Cardoso ACD (2023) Ciclos de remoções em Belém (PA): a Bacia do Tucunduba e a reprodução da precariedade. Rev Bras Estud Urbanos Reg 25: e202305pt. https://doi.org/10.22296/2317-1529.rbeur.202305pt doi: 10.22296/2317-1529.rbeur.202305pt
    [24] Instituto Brasileiro de Geografia e Estatística, Censo Demográfico, 2022. Available from: https://www.ibge.gov.br/estatisticas/sociais/trabalho/22827-censo-demografico-2022.html? = & t = downloads.
    [25] Tavares PA, Beltrão NES, Guimarães US, et al. (2019) Integration of Sentinel-1 and Sentinel-2 for Classification and LULC Mapping in the Urban Area of Belém, Eastern Brazilian Amazon. Sensors 19: 1140. https://doi.org/10.3390/s19051140 doi: 10.3390/s19051140
    [26] Amaral DD, Viera ICG, Salomão RP, et al. (2009) Checklist da Flora Arbórea de Remanescentes Florestais da Região Metropolitana de Belém, Pará, Brasil. Bolet Mus Parae Emílio Goeldi Ciênc Natur 4: 231–289.
    [27] Souza CMJ, Shimbo JZ, Rosa MR, et al. (2020) Reconstructing Three Decades of Land Use and Land Cover Changes in Brazilian Biomes with Landsat Archive and Earth Engine. Remote Sens 12: 2735. https://doi.org/10.3390/rs12172735 doi: 10.3390/rs12172735
    [28] Rocha GM, Soares AAS, Soares DAS (2024) Águas na cidade de Belém, Brasil: natureza, urbanização e política pública, In: Rocha GM, Lelo K, Eds., Água, cidade e governança: desafios às mudanças climáticas, Belém: NUMA/UFPA, 47–82.
    [29] Loureiro RS, Saraiva JMB, Saraiva I, et al. (2014) Estudo dos eventos extremos de precipitação ocorridos em 2009 no estado do Pará. Rev Bras Meteorol 29: 83–94. https://doi.org/10.1590/0102-778620130054 doi: 10.1590/0102-778620130054
    [30] Pegado RS, Blanco CJC, Roehrig J, et al. (2012) The importance of physical indicators in areas of urban flood: the case of the metropolitan region of Belém. Int J Civ Environ Eng 12: 42–48.
    [31] Santos FAA, Rocha EJP (2013) Alagamento e inundação em áreas urbanas. Estudo de caso: Cidade de Belém. Revista Geoamazônia 1: 33–55.
    [32] Pontes MLC, Lima AMM, Silva JA, et al. (2017) Dinâmica das áreas de várzea do município de Belém/PA e a influência da precipitação pluviométrica na formação de pontos alagamentos. Cad Geogr 27: 285–303. https://doi.org/10.5752/p.2318-2962.2017v27n49p285 doi: 10.5752/p.2318-2962.2017v27n49p285
    [33] Ponte JPX (2015) Belém do Pará: cidade e água. Cad Metrópole 17: 41–60. http://dx. doi.org/10.1590/2236-9996.2015-3302 doi: 10.1590/2236-9996.2015-3302
    [34] López-Bermeo C, Montoya RD, Caro-Lopera FJ, et al. (2022) Validation of the accuracy of the CHIRPS precipitation dataset at representing climate variability in a tropical mountainous region of South America. Phys Chem Earth 127: 103184. https://doi.org/10.1016/j.pce.2022.103184 doi: 10.1016/j.pce.2022.103184
    [35] Funk C, Peterson P, Landsfeld M, et al. (2015) The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Sci Data 2: 150066. https://doi.org/10.1038/sdata.2015.66 doi: 10.1038/sdata.2015.66
    [36] Rebelo MS, Souza EB, Lobato RRC, et al. (2023) Variabilidade espaço-temporal dos regimes pluviométricos na Região Metropolitana de Belém. Rev Bras Geogr Fís 16: 2345–2359.
    [37] Mendoza RR, Mota MAS (2018) Analysis of precipitation in Belém-PA city (period 1967–2016). Int J Hydro 2: 312‒317. https://doi.org/10.15406/ijh.2018.02.00088 doi: 10.15406/ijh.2018.02.00088
    [38] Oliveira JV, Cohen JCP, Pimentel MAS, et al. (2020) Urban climate and environmental perception about climate change in Belém, Pará, Brazil. Urban Clim 31: 100579. https://doi.org/10.1016/j.uclim.2019.100579 doi: 10.1016/j.uclim.2019.100579
    [39] Santos TO, Andrade Filho VS, França RS, et al. (2021) Caracterização e variabilidade climática baseada em séries de temperatura e precipitação nos municípios de Manaus (AM) e Belém (PA). Entre-Lugar 12: 321–345. https://doi.org/10.30612/rel.v12i24.15141 doi: 10.30612/rel.v12i24.15141
    [40] Campos TLOB, Mota MAS, Santos SRQ (2015) Eventos extremos de precipitação em Belém-PA: uma revisão de notícias histórica de jornais. Rev Ambient Água 10: 182–194. https://doi.org/10.4136/ambi-agua.1433 doi: 10.4136/ambi-agua.1433
    [41] Guo K, Guan M, Yu D (2021) Urban surface water flood modelling–a comprehensive review of current models and future challenges. Hydrol Earth Syst Sci 25: 2843–2860. https://doi.org/10.5194/hess-25-2843-2021 doi: 10.5194/hess-25-2843-2021
    [42] Gao L, Du H, Huang H, et al. (2023) Modelling the compound floods upon combined rainfall and storm surge events in a low-lying coastal city. J Hydrol 672: 130476. https://doi.org/10.1016/j.jhydrol.2023.130476 doi: 10.1016/j.jhydrol.2023.130476
    [43] Almeida L, Welle T, Birkmann J, (2016) Disaster risk indicators in Brazil: A proposal based on the world risk index. Int J Disaster Risk Reduct 17: 251–272. https://doi.org/10.1016/j.ijdrr.2016.04.007 doi: 10.1016/j.ijdrr.2016.04.007
    [44] Andrade MMN, Bandeira ICN, Fonseca DDF, et al. (2017) Flood Risk Mapping in the Amazon, Flood Risk Management, InTech. http://dx.doi.org/10.5772/intechopen.68912
    [45] Cardoso ACD, Ventura Neto RS (2013) A evolução urbana de Belém: trajetória de ambiguidades e conflitos socioambientais. Cad Metróp15: 55–75.
    [46] Carvalho RM, Szlafsztein CF (2019) Urban vegetation loss and ecosystem services: The influence on climate regulation and noise and air pollution. Environ Pollut 245: 844–852. https://doi.org/10.1016/j.envpol.2018.10.114 doi: 10.1016/j.envpol.2018.10.114
    [47] Margalho ES, Silva MT, Cardoso LKS, et al. (2020) Influence of Land Use and Coverage Change on Continental Surface Temperature in the Urban Area of Belem-PA. Anu Inst Geociênc 43: 07–19.
    [48] Viana MS, Andrade MMN (2023) Análise da temperatura de superfície do município de Belém (Pará) entre 1985–2021, In: Seabra G, Ed., Terra: paisagens & sociobiodiversidade, 1Ed. Ituiutaba: Barlavento, 2: 160–169.
    [49] Moraes BC, Sodré GRC, Cardoso ACD, et al. (2022) Crescimento Urbano e suas implicações para o tempo e clima da região metropolitana de Belém. Rev Bras Geogr Fís 15: 2045–2060. https://doi.org/10.26848/RBGF.V15.4.P2042-2057 doi: 10.26848/RBGF.V15.4.P2042-2057
    [50] Trindade GO, Trindade Júnior SCC (2012) A ver navios, barcos e canoas... vivências urbanas e relação cidade-Rio na Amazônia Ribeirinha. Geograf Ens Pesq 16: 35–54. https://doi.org/10.5902/223649947321 doi: 10.5902/223649947321
    [51] Moreira FSA, Dias GFM, Vitorino MI, et al. (2019) Efeitos da precipitação e topografia para o risco de inundações na cidade de Belém-PA. Rev Bras Geogr Fís 12: 2716–2728. https://doi.org/10.26848/RBGF.V12.7.P2716-2728 doi: 10.26848/RBGF.V12.7.P2716-2728
  • Reader Comments
  • © 2026 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(425) PDF downloads(35) Cited by(0)

Article outline

Figures and Tables

Figures(7)  /  Tables(6)

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog