Analysis of Climate Risk in Panama’s Urban Areas
Abstract
:1. Introduction
1.1. Understanding Climate Change: Causes and Effects
1.2. Cities and Climate Change
1.3. Climate Risk in Urban Areas
2. Materials and Methods
3. Results and Discussion
3.1. Current Effects of Climate Change in Panama
3.2. Future Effects of Climate Change in Panama
3.3. Strategies Based on the Current and Future Effects of Climate Change in Panama
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Ayanlade, A.; Smucker, T.A.; Nyasimi, M.; Sterly, H.; Weldemariam, L.F.; Simpson, N.P. Complex climate change risk and emerging directions for vulnerability research in Africa. Clim. Risk Manag. 2023, 40, 100497. [Google Scholar] [CrossRef]
- Ray Biswas, R.; Rahman, A. Adaptation to climate change: A study on regional climate change adaptation policy and practice framework. J. Environ. Manag. 2023, 336, 117666. [Google Scholar] [CrossRef] [PubMed]
- Monteiro, A.; Ankrah, J.; Madureira, H.; Pacheco, M.O. Climate Risk Mitigation and Adaptation Concerns in Urban Areas: A Systematic Review of the Impact of IPCC Assessment Reports. Climate 2022, 10, 115. [Google Scholar] [CrossRef]
- Rezvani, S.M.; Falcão, M.J.; Komljenovic, D.; de Almeida, N.M. A Systematic Literature Review on Urban Resilience Enabled with Asset and Disaster Risk Management Approaches and GIS-Based Decision Support Tools. Appl. Sci. 2023, 13, 2223. [Google Scholar] [CrossRef]
- Mabrouk, M.; Haoying, H. Urban resilience assessment: A multicriteria approach for identifying urban flood-exposed risky districts using multiple-criteria decision-making tools (MCDM). Int. J. Disaster Risk Reduct. 2023, 91, 103684. [Google Scholar] [CrossRef]
- Tsai, M.-T.; Chang, H.-W. Contribution of Accessibility to Urban Resilience and Evacuation Planning Using Spatial Analysis. Int. J. Environ. Res. Public Health 2023, 20, 2913. [Google Scholar] [CrossRef] [PubMed]
- Almeida, M.D.C.; Telhado, M.J.; Morais, M.; Barreiro, J. Multisector Risk Identification to Assess Resilience to Flooding. Climate 2021, 9, 73. [Google Scholar] [CrossRef]
- Nunes, L.J.R. Analysis of the Temporal Evolution of Climate Variables Such as Air Temperature and Precipitation at a Local Level: Impacts on the Definition of Strategies for Adaptation to Climate Change. Climate 2022, 10, 154. [Google Scholar] [CrossRef]
- Naciones Unidas. Convención Marco de las Naciones Unidas sobre el Cambio Climático; Naciones Unidas: New York, NY, USA, 1992; Available online: https://www.acnur.org/fileadmin/Documentos/BDL/2009/6907.pdf (accessed on 13 September 2020).
- United Nations Framework Convention on Climate Change. Qué es la Convención Marco de las Naciones Unidas sobre el Cambio Climático|CMNUCC; UNFCC: Bonn, Germany, 2021; Available online: https://unfccc.int/es/process-and-meetings/the-convention/que-es-la-convencion-marco-de-las-naciones-unidas-sobre-el-cambio-climatico (accessed on 27 August 2021).
- ISO Guide 84:2020(en); Guidelines for Addressing Climate Change in Standards. International Organization for Standardization: Geneva, Switzerland, 2020. Available online: https://www.iso.org/obp/ui#iso:std:iso:guide:84:ed-1:v1:en (accessed on 13 September 2020).
- Intergovernmental Panel on Climate Change. Cambio Climático 2013. Bases físicas. Contribución del Grupo de Trabajo I al Quinto Informe de Evaluación del Grupo Intergubernamental de Expertos sobre el Cambio Climático. 2013. Available online: https://www.ipcc.ch/site/assets/uploads/2018/08/WGI_AR5_glossary_ES.pdf (accessed on 27 August 2021).
- UN-HABITAT. State of the World’s Cities 2010/2011—Cities for All: Bridging the Urban Divide. 2011. Available online: https://unhabitat.org/state-of-the-worlds-cities-20102011-cities-for-all-bridging-the-urban-divide (accessed on 22 May 2024).
- UN-HABITAT. World Cities Report 2016: Urbanization and Development—Emerging Futures. 2016. Available online: https://unhabitat.org/sites/default/files/download-manager-files/WCR-2016-WEB.pdf (accessed on 22 May 2024).
- Das, S.; Ghosh, A.; Hazra, S.; Ghosh, T.; Safra de Campos, R.; Samanta, S. Linking IPCC AR4 & AR5 frameworks for assessing vulnerability and risk to climate change in the Indian Bengal Delta. Prog. Disaster Sci. 2020, 7, 100110. [Google Scholar] [CrossRef]
- Mac Gregor-Gaona, M.F.; Anglés-Hernández, M.; Guibrunet, L.; Zambrano-González, L. Assessing climate change risk: An index proposal for Mexico City. Int. J. Disaster Risk Reduct. 2021, 65, 102549. [Google Scholar] [CrossRef]
- Landman, W. Climate change 2007: The physical science basis. S. Afr. Geogr. J. 2010, 92, 86–87. [Google Scholar] [CrossRef]
- National Geographic Society. Climate Change; National Geographic Society: Washington, DC, USA, 2020; Available online: http://www.nationalgeographic.org/encyclopedia/climate-change/ (accessed on 13 October 2020).
- Intergovernmental Panel on Climate Change: Cambio Climático 2007: Informe de Síntesis. Contribución de los Grupos de Trabajo I, II y III al Cuarto Informe de Evaluación del Grupo Intergubernamental de Expertos sobre el Cambio Climático; Intergovernmental Panel on Climate Change: Geneva, Switzerland, 2007; Available online: https://www.ipcc.ch/site/assets/uploads/2018/02/ar4_syr_sp.pdf (accessed on 27 August 2021).
- UN-HABITAT. State of Latin American and Caribbean Cities 2012: Towards a New Urban Transition. 2012. Available online: https://unhabitat.org/sites/default/files/download-manager-files/State%20of%20Latin%20American%20and%20Caribbean%20cities.pdf (accessed on 22 May 2024).
- World Meteorological Organization (WMO). State of the Global Climate 2022; World Meteorological Organization: Geneva, Switzerland, 2023; Available online: https://library.wmo.int/records/item/66214-state-of-the-global-climate-2022 (accessed on 27 December 2023).
- Ayala García, E.T. La ciudad como espacio habitado y fuente de socialización. Ánfora Rev. Científica Univ. Autónoma Manizales 2017, 24, 189–216. [Google Scholar]
- Fenollós, J.-L.M. De Mari a Babilonia: Ciudades fortificadas en la antigua Mesopotamia. Vínculos Hist. Rev. Dep. Hist. Univ. Castilla-La Mancha 2022, 11, 15–32. [Google Scholar] [CrossRef]
- Márquez Pulido, U.B. Valor de uso y espacio urbano: La ciudad como eje central de la conformación política, cultural y simbólica de las sociedades. Rev. Mex. Cienc. Políticas Soc. 2014, 59, 187–208. [Google Scholar] [CrossRef]
- UN-HABITAT. World Cities Report 2022: Envisaging the Future of Cities; UN-Habitat: New Delhi, India, 2022; Available online: https://unhabitat.org/sites/default/files/2022/06/wcr_2022.pdf (accessed on 30 October 2022).
- Ruíz, M.A.; Mack-Vergara, Y.L. Resilient and Sustainable Housing Models against Climate Change: A Review. Sustainability 2023, 15, 13544. [Google Scholar] [CrossRef]
- Comisión Económica para América Latina y el Caribe. Plan de Acción Regional Para la Implementación de la Nueva Agenda Urbana en América Latina y el Caribe, 2016–2036; CEPAL: Santiago, Chile, 2018; Available online: https://www.cepal.org/es/publicaciones/42144-plan-accion-regional-la-implementacion-la-nueva-agenda-urbana-america-latina (accessed on 10 November 2022).
- CAF. Índice de Vulnerabilidad y Adaptación al Cambio Climático en la Región de América Latina y el Caribe; CAF: Giza, Egypt, 2014; Available online: https://scioteca.caf.com/handle/123456789/517 (accessed on 20 December 2023).
- Huang, Y.; Wu, W.; Xue, Y.; Harder, M.K. Perceptions of climate change impacts on city life in Shanghai: Through the lens of shared values. Clean. Prod. Lett. 2022, 3, 100018. [Google Scholar] [CrossRef]
- Ministerio Público; Procuraduría General de la Nación. Constitución Política de la República de Panamá; Procuraduría General de la Nación: Bogotá, Colombia, 2017; Available online: https://ministeriopublico.gob.pa/wp-content/uploads/2016/09/constitucion-politica-con-indice-analitico.pdf (accessed on 2 February 2024).
- UNFCCC. Paris Agreement. 2015. Available online: https://unfccc.int/documents/37107 (accessed on 21 December 2023).
- United Nations General Assembly. A/RES/70/1. Transforming Our World: The 2030 Agenda for Sustainable Development. 2015. Available online: https://sustainabledevelopment.un.org/content/documents/21252030%20Agenda%20for%20Sustainable%20Development%20web.pdf (accessed on 27 August 2021).
- United Nations General Assembly. A/RES/69/283. Sendai Framework for Disaster Risk Reduction 2015–2030. 2015. Available online: http://www.undrr.org/publication/sendai-framework-disaster-risk-reduction-2015-2030 (accessed on 22 May 2024).
- United Nations General Assembly. A/RES/71/256: Nueva Agenda Urbana. Available online: https://habitat3.org/wp-content/uploads/New-Urban-Agenda-GA-Adopted-68th-Plenary-N1646660-S.pdf (accessed on 25 November 2023).
- United Nations General Assembly. A/RES/69/313: Agenda de Acción de Addis Abeba. Available online: https://unctad.org/system/files/official-document/ares69d313_es.pdf (accessed on 15 November 2023).
- United Nations General Assembly. A/70/709: Report of the Secretary-General for the World Humanitarian Summit. 9 February 2016. Available online: https://reliefweb.int/report/world/one-humanity-shared-responsibility-report-secretary-general-world-humanitarian-summit (accessed on 21 December 2023).
- Intergovernmental Panel on Climate Change. Annex II: Glossary. In Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. 2014. Available online: https://www.ipcc.ch/site/assets/uploads/2018/02/WGIIAR5-AnnexII_FINAL.pdf (accessed on 27 August 2021).
- Dow, K.; Berkhout, F.; Preston, B.L. Limits to adaptation to climate change: A risk approach. Curr. Opin. Environ. Sustain. 2013, 5, 384–391. [Google Scholar] [CrossRef]
- Intergovernmental Panel on Climate Change. Informe de Síntesis AR5: Cambio Climático 2014. 2014. Available online: https://www.ipcc.ch/report/ar5/syr/ (accessed on 11 December 2022).
- Intergovernmental Panel on Climate Change. Climate Change 2001: Impacts, Adaptation, and Vulnerability, Cambridge, United Kingdom and New York, NY, USA. Available online: https://www.ipcc.ch/site/assets/uploads/2018/03/WGII_TAR_full_report-2.pdf (accessed on 23 March 2024).
- Field, C.B.; Barros, V.R.; Mach, K.J.; Mastrandrea, M.D. Technical Summary; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2018; Available online: https://www.ipcc.ch/site/assets/uploads/2018/02/WGIIAR5-TS_FINAL.pdf (accessed on 23 March 2024).
- Pörtner, H.-O.; Roberts, D.C.; Adams, H.; Adelekan, I.; Adler, C.; Adrian, R.; Aldunce, P.; Ali, E.; Begum, R.A.; Bednar-Friedl, B.; et al. Technical summary. In Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change; Pörtner, H.-O., Roberts, D.C., Tignor, M.M.B., Poloczanska, E.S., Mintenbeck, K., Alegría, A., Craig, M., Langsdorf, S., Löschke, S., Möller, V., et al., Eds.; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2022. [Google Scholar]
- Instituto Nacional de Estadística y Censo. Definiciones y Explicaciones. 2010. Available online: https://www.inec.gob.pa/Aplicaciones/POBLACION_VIVIENDA/notas/def_vol1.htm (accessed on 19 March 2021).
- Instituto Nacional de Estadística y Censo. Distribución Territorial y Migración Interna en Panamá: Censo 2010; Instituto Nacional de Estadística y Censo: Panama City, Panama, 2014; Available online: https://www.inec.gob.pa/archivos/P6691Distribuci%C3%B3n%20Territorial%20y%20Migraci%C3%B3n%20Interna%20en%20Panam%C3%A1-Censo2010_F.pdf (accessed on 27 August 2021).
- Ministerio de Ambiente de Panamá. Indice de Vulnerabilidad al Cambio Climático. 2021. Available online: https://transparencia-climatica.miambiente.gob.pa/wp-content/uploads/2021/10/03-Indice-de-Vulnerabilidad-al-Cambio-Climatico.pdf (accessed on 23 December 2023).
- Ministerio de Ambiente de Panamá. Tercera Comunicación Nacional ante la Convención Marco de las Naciones Unidas sobre Cambio Climático; Ministerio de Ambiente de Panamá: Panama City, Panama, 2019; Available online: https://unfccc.int/sites/default/files/resource/Tercera%20Comunicacion%20Nacional%20Panama.pdf (accessed on 5 November 2020).
- Ministerio de Ambiente de Panamá. Cuarta Comunicación Nacional sobre Cambio Climático de Panamá. 2023. Available online: https://transparencia-climatica.miambiente.gob.pa/wp-content/uploads/2023/08/4CNCC_2023_L.pdf (accessed on 20 December 2023).
- Instituto Nacional de Estadística y Censo. Panamá en Cifras: 2017–2021. 2023. Available online: https://www.inec.gob.pa/archivos/P0705547520230823110143pcifras2017-21.pdf (accessed on 2 February 2024).
- Ministerio de Desarrollo Agropecuario. Plan Nacional de Cambio Climático para el sector Agropecuario de Panamá. 2021. Available online: https://chm.cbd.int/api/v2013/documents/05B386D2-5BCD-A52D-6097-F853803CC619/attachments/205301/Plan%20Nacional%20de%20CC%20para%20sector%20agropecuadrio%20-%20CATIE.pdf (accessed on 2 February 2024).
- United Nations Office for Disaster Risk Reduction. DesInventar. Available online: https://db.desinventar.org/DesInventar/profiletab.jsp?countrycode=pan&continue=y (accessed on 26 December 2023).
- Gobierno de la República de Panamá (Ed.) Contribución Nacionalmente Determinada a la Mitigación del Cambio Climático (NDC) de la Republica Panamá ante la Convención Marco de Naciones Unidas sobre Cambio Climático (CMNUCC); Gobierno de la República de Panamá: Panama City, Panama, 2016; Available online: https://www4.unfccc.int/sites/ndcstaging/PublishedDocuments/Panama%20First/PANAMA%20NDC.pdf (accessed on 18 April 2020).
- Autoridad Nacional del Ambiente (ANAM). Primera Comunicación Nacional ante la Convención Marco de las Naciones Unidas sobre Cambio Climático; Autoridad Nacional del Ambiente (ANAM): Panama City, Panama, 2000; Available online: http://www.cac.int/node/884 (accessed on 5 November 2020).
- Sumarse. Guía sobre El Cambio Climático; Sumarse: Panama City, Panama, 2015; Available online: https://www.sumarse.org.pa/wp-content/uploads/2020/Recursos/GU%c3%8dAS/El%20Cambio%20Clima%cc%81tico%202015.pdf (accessed on 1 July 2024).
- Autoridad Nacional del Ambiente (ANAM). Segunda Comunicación Nacional ante la Convención Marco de las Naciones Unidas sobre Cambio Climático; Autoridad Nacional del Ambiente (ANAM): Panama City, Panama, 2011; Available online: https://www.pa.undp.org/content/panama/es/home/library/environment_energy/segunda_comunicacion_nacional.html (accessed on 5 November 2020).
- Maria, A.; Acero, J.; Aguilera, A.; Lozano, M. Estudio de la Urbanización en Centroamérica: Oportunidades de una Centroamérica Urbana; Banco Mundial: Washington, DC, USA, 2018; Available online: https://openknowledge.worldbank.org/bitstream/handle/10986/26271/9781464812200.pdf?sequence (accessed on 1 July 2024).
- Comité consultivo de Alto Nivel del Gobierno de la República de Panamá. Contribución Nacionalmente Determinada a la Mitigación del Cambio Climático (NDC): Primera Actualización. 2020. Available online: https://unfccc.int/sites/default/files/NDC/2022-06/CDN1%20Actualizada%20Rep%C3%BAblica%20de%20Panam%C3%A1.pdf (accessed on 1 July 2024).
- Autoridad Nacional del Ambiente (ANAM). Atlas Ambiental de la Republica de Panama 2010 (Primera Versión); Autoridad Nacional del Ambiente: Panama City, Panama, 2010; Available online: https://www.oceandocs.org/handle/1834/7995 (accessed on 22 December 2020).
- Ministerio de Ambiente. Estrategia Nacional de Cambio Climático 2050; Ministerio de Ambiente: Panama City, Panama, 2019; Available online: https://www.pa.undp.org/content/panama/es/home/library/environment_energy/estrategia-nacional-de-cambio-climatico-2050.html (accessed on 1 July 2024).
- Marilyn, T.; Sally, E.; Hacia la salud universal en Panamá. Organización Panamericana de la Salud. 2019. Available online: https://www.researchgate.net/publication/330618214_Hacia_la_Salud_Universal_en_Panama (accessed on 1 July 2024).
- Centro del Agua del Trópico Húmedo Para América Latina y el Caribe. Una Nueva Regionalización Climática de Panamá Como Aporte a la Seguridad Hídrica. 2016. Available online: https://www.cathalac.int/document/CATHALAC_regiones_%20climaticas_de_panama.pdf (accessed on 1 July 2024).
- Ministerio de Ambiente de Panamá. Guía Técnica Comunitaria: Herramienta para la Recopilación de Información y Evaluación de la Vulnerabilidad, Riesgo Climático y Resiliencia, 1st ed.; Ministerio de Ambiente: Panama City, Panama, 2023; Available online: https://transparencia-climatica.miambiente.gob.pa/wp-content/uploads/2022/10/Guia-Tecnica-Comunitario-para-MyE.pdf (accessed on 21 December 2023).
- Ministerio de Ambiente de Panamá. Diagnóstico sobre la Cobertura de Bosques y otras Tierras Boscosas de Panamá. 2019. Available online: https://www.gacetaoficial.gob.pa/pdfTemp/29131_A/81297.pdf (accessed on 26 December 2023).
- Rezvani, S.M.H.S.; de Almeida, N.M.; Falcão, M.J. Climate Adaptation Measures for Enhancing Urban Resilience. Buildings 2023, 13, 2163. [Google Scholar] [CrossRef]
- Intergovernmental Panel on Climate Change. Cambio Climático 2014—Impactos, Adaptación y Vulnerabilidad. Resúmenes, Preguntas Frecuentes. 2015. Available online: https://policycommons.net/artifacts/1624791/cambio-climatico-2014/2314715/ (accessed on 28 March 2024).
- Hayder, I.M.; Al-Amiedy, T.A.; Ghaban, W.; Saeed, F.; Nasser, M.; Al-Ali, G.A.; Younis, H.A. An Intelligent Early Flood Forecasting and Prediction Leveraging Machine and Deep Learning Algorithms with Advanced Alert System. Processes 2023, 11, 481. [Google Scholar] [CrossRef]
- Starzec, M.; Kordana-Obuch, S.; Słyś, D. Assessment of the Feasibility of Implementing a Flash Flood Early Warning System in a Small Catchment Area. Sustainability 2023, 15, 8316. [Google Scholar] [CrossRef]
- Sturiale, L.; Scuderi, A. The Role of Green Infrastructures in Urban Planning for Climate Change Adaptation. Climate 2019, 7, 119. [Google Scholar] [CrossRef]
- Goodwin, S.; Olazabal, M.; Castro, A.J.; Pascual, U. Global mapping of urban nature-based solutions for climate change adaptation. Nat. Sustain. 2023, 6, 458–469. [Google Scholar] [CrossRef]
- Zhai, H.; Gu, B.; Wang, Y. Evaluation of policies and actions for nature-based solutions in nationally determined contributions. Land Use Policy 2023, 131, 106710. [Google Scholar] [CrossRef]
- Song, S.; Ding, Y.; Li, W.; Meng, Y.; Zhou, J.; Gou, R.; Zhang, C.; Ye, S.; Saintilan, N.; Krauss, K.W.; et al. Mangrove reforestation provides greater blue carbon benefit than afforestation for mitigating global climate change. Nat. Commun. 2023, 14, 756. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.; Foley, K. Promoting climate-resilient cities: Developing an attitudinal analytical framework for understanding the relationship between humans and blue-green infrastructure. Environ. Sci. Policy 2023, 146, 133–143. [Google Scholar] [CrossRef]
- Martello, M.V.; Whittle, A.J. 5—Climate-resilient transportation infrastructure in coastal cities. In Adapting the Built Environment for Climate Change; Pacheco-Torgal, F., Granqvist, C.-G., Eds.; Woodhead Publishing Series in Civil and Structural Engineering; Woodhead Publishing: Cambridge, UK, 2023; pp. 73–108. ISBN 978-0-323-95336-8. [Google Scholar]
- Quandt, A.; Neufeldt, H.; Gorman, K. Climate change adaptation through agroforestry: Opportunities and gaps. Curr. Opin. Environ. Sustain. 2023, 60, 101244. [Google Scholar] [CrossRef]
- Grigorieva, E.; Livenets, A.; Stelmakh, E. Adaptation of Agriculture to Climate Change: A Scoping Review. Climate 2023, 11, 202. [Google Scholar] [CrossRef]
- UNFCCC. FCCC/PA/CMA/2023/L.17. Outcome of the First Global Stocktake. Available online: https://unfccc.int/sites/default/files/resource/cma2023_L17E.pdf (accessed on 26 May 2024).
- Superintendencia de Bancos de Panamá, Superintendencia del Mercado de Valores, Grupo de Trabajo de Finanzas Sostenibles de Panamá, and Superintendencia de Seguros y Reaseguros de Panamá, “Taxonomía de Finanzas Sostenibles del Panamá”. 2024. Available online: https://www.unepfi.org/publications/la-taxonomia-de-finanzas-sostenibles-de-panama/ (accessed on 12 July 2024).
Climatic Regions | Main Impacts | ||
---|---|---|---|
Water Resources | Coastal Zones | Towns | |
Western Caribbean Region | Increase in the frequency of extreme precipitation events. Increase in floods/landslides. | Sea Level Rise. Shoreline erosion. Exposure to marine intrusion. Affectation of mangrove areas. Loss of coastal land. Prolonged flooding. | Affected by floods. Increased susceptibility to flooding. |
Western Pacific Region | Increase in the frequency of extreme precipitation events. | Exposure to marine intrusion. Flooding from high tide events. | Increased susceptibility to flooding. |
Arco Seco Region | Increase in the frequency of extreme precipitation events. Warmer temperatures in the summer. Increased occurrence of dry riverbeds. Increase in the frequency, intensity, and duration of droughts. | Flooding from high tide events. Sea Level Rise. Contamination of aquifers by saline intrusion. Affectation of mangrove areas. | Affected by windstorms. They were affected by storm surges. They were affected by landslides. Affected by floods. Increased susceptibility to flooding. |
Central Region | Increase in the frequency of extreme precipitation events. Increase in floods/landslides. Increase in precipitation intensity. Impact on water systems. Impact on the operation of the Panama Canal. | Sea Level Rise. Presence of strong winds. Loss of coastal land. Prolonged flooding. Impact on the rainwater and wastewater system. Damage to port facilities. | No impacts were identified. |
Eastern Pacific Region | Increase in the frequency of extreme precipitation events. | No impacts were identified. | No impacts were identified. |
Eastern Caribbean Region | Increase in the frequency of extreme precipitation events. | Impact on wetlands. Effects on ecosystems and vegetation. | No impacts were identified. |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ruíz, M.A.; Mack-Vergara, Y.L. Analysis of Climate Risk in Panama’s Urban Areas. Climate 2024, 12, 104. https://doi.org/10.3390/cli12070104
Ruíz MA, Mack-Vergara YL. Analysis of Climate Risk in Panama’s Urban Areas. Climate. 2024; 12(7):104. https://doi.org/10.3390/cli12070104
Chicago/Turabian StyleRuíz, Michelle A., and Yazmin L. Mack-Vergara. 2024. "Analysis of Climate Risk in Panama’s Urban Areas" Climate 12, no. 7: 104. https://doi.org/10.3390/cli12070104
APA StyleRuíz, M. A., & Mack-Vergara, Y. L. (2024). Analysis of Climate Risk in Panama’s Urban Areas. Climate, 12(7), 104. https://doi.org/10.3390/cli12070104