Estimating blue carbon potential in Cocó state park: An approach using remote sensing products
DOI:
https://doi.org/10.62059/LatArXiv.preprints.653Keywords:
Blue carbon, Carbon stock, Urban mangroves, Climate change mitigationAbstract
In the context of the climate emergency, urban mangroves constitute strategic ecosystems for climate change mitigation, although their management is constrained by the scarcity of quantitative data on their carbon stocks. This study estimates the Blue Carbon potential and the spatial distribution of carbon stocks in the Cocó State Park (PEC), Fortaleza, Brazil, over the period 2010–2022. To this end, we employed geoprocessing techniques and integrated global-scale remote sensing products from the ESA Climate Change Initiative (ESA CCI) with regional datasets from MapBiomas (considering the soil layer down to 30 cm depth), in order to quantify biomass and soil organic carbon (SOC). The results reveal that the PEC mangroves functioned as an active carbon sink, with an 11.3% increase in areal extent and a 21.5% increase in total carbon stock, rising from 45,988.9 MgC in 2010 to 55,871.9 MgC in 2022. The edaphic component represented the dominant reservoir, accounting for 69.5% of the total stock and exhibiting high temporal stability. Spatial analysis identified a functional duality, with a dynamic western sector characterized by greater biomass gains, and an eastern sector acting as a stable SOC reservoir. With a storage capacity of up to 205,049.8 Mg of CO₂ equivalent by the end of the study period, the park's resilience to urban pressure is confirmed, providing a fundamental quantitative baseline for Nationally Determined Contributions (NDCs) and climate finance strategies.
References
Araya- Lopez, R., Duarte de Paula Costa, M., & Wartman, M. (2023). Trends in the application of remote sensing in blue carbon science. Ecology and Evolution, 13, 1–13.
Atwood, T. B., Connolly, R. M., Almahasheer, H., Carnell, P. E., Duarte, C. M., Lewis, C. J. E., Irigoien, X., Kelleway, J. J., Lavery, P. S., Macreadie, P. I., Serrano, O., Sanders, C. J., Santos, I., Steven, A. D. L., & Lovelock, C. E. (2017). Global patterns in mangrove soil carbon stocks and losses. Nature Climate Change, 7(7), 523–528. https://doi.org/10.1038/nclimate3326
Bernardino, Â., & Copertino, M. (Eds.). (2025). Potencial das florestas de mangue para ações de mitigação e adaptação às mudanças climáticas no Brasil. Centro de Síntese em Mudanças Ambientais e Climáticas-SIMACLIM. https://simaclim.com.br/relatorio-manguezais/
Branoff, B. L. (2017). Quantifying the influence of urban land use on mangrove biology and ecology: A meta-analysis. Global Ecology and Biogeography, 00, 1–18. https://doi.org/10.1111/geb.12638
Cavalcante, R. M., Sousa, F. W., Nascimento, R. F., Silveira, E. R., & Freire, G. S. S. (2009). The impact of urbanization on tropical mangroves (Fortaleza, Brazil): Evidence from PAH distribution in sediments. Journal of Environmental Management, 91(2), 328–335. https://doi.org/10.1016/j.jenvman.2009.08.020
Cifuentes-Jara, M., Brenes, C., Leandro, P., Molina, O., Romero, T. E., Torres, D., & Velásquez, S. (2018). Manual centroamericano para la medición de carbono azul en manglares. Centro Agronómico Tropical de Investigación y Enseñanza (CATIE).
Cinco-castro, S., Herrera-silveira, J., Montero, J. L., Hernández-nuñez, H., & Hernández, C. T. (2023). Carbon stock in different ecological types of mangroves in a karstic region (Yucatan, México): an opportunity to avoid site scale emissions. Frontiers in Forests and Global Change, 6, 1–14. https://doi.org/10.3389/ffgc.2023.1181542
Do Carmo, M. (2020). Antigas Salinas Urbanas e sua Oportunidade para promover Cidades Verdes: O Caso do Parque Estadual do rio Cocó em Fortaleza, Ceará, Brasil. Cuadernos de Investigación Urbanística, 129, 89. https://doi.org/10.20868/ciur.2020.129.4407
Donato, D. C., Kauffman, J. B., Murdiyarso, D., Kurnianto, S., Stidham, M., & Kanninen, M. (2011). Mangroves among the most carbon-rich forests in the tropics. Nature Geoscience, 4(5), 293–297. https://doi.org/10.1038/ngeo1123
Goldberg, L., Lagomasino, D., Thomas, N., & Fatoyinbo, T. (2020). Global declines in human-driven mangrove loss. Global Change Biology, 26(10), 5844–5855. https://doi.org/10.1111/gcb.15275
Hatje, V., Masqué, P., Patire, V. F., Dórea, A., & Barros, F. (2021). Blue carbon stocks, accumulation rates, and associated spatial variability in Brazilian mangroves. Limnology and Oceanography, 66(2), 321–334. https://doi.org/10.1002/lno.11607
Hoyos-santillan, J., Chavarría, J., Castillo-bethanco, L. M., Vargas, J. E., Sanj, A., Jorge, M., Brian, L., & Candanedo, I. (2025). Soil carbon stock densities in mangrove and forested wetland ecosystems of Panama. Scientific Data, 12(1605), 1–8.
Komiyama, A., Ong, J. E., & Poungparn, S. (2008). Allometry, biomass, and productivity of mangrove forests: A review. Aquatic Botany, 89(2), 128–137. https://doi.org/10.1016/j.aquabot.2007.12.006
Lin, Y., Liu, R., Shi, Y., Han, S., Zhao, H., & Peng, Z. (2025). Resilience of Mangrove Carbon Sequestration Under Typhoon Disturbance: Insights from Different Restoration Ages. Forests, 16, 1–20. https://doi.org/10.3390/f16071165
Macreadie, P. I., Anton, A., Raven, J. A., Beaumont, N., Connolly, R. M., Friess, D. A., Kelleway, J. J., Kennedy, H., Kuwae, T., Lavery, P. S., Lovelock, C. E., Smale, D. A., Apostolaki, E. T., Atwood, T. B., Baldock, J., Bianchi, T. S., Chmura, G. L., Eyre, B. D., Fourqurean, J. W., … Duarte, C. M. (2019). The future of Blue Carbon science. Nature Communications, 10(1), 1–13. https://doi.org/10.1038/s41467-019-11693-w
Macreadie, P. I., Costa, M. D. P., Atwood, T. B., Friess, D. A., Kelleway, J. J., Kennedy, H., Lovelock, C. E., & Serrano, O. (2021). Blue carbon as a natural climate solution. Nature Reviews Earth & Environment, 2, 826–839.
Mariano Neto, M., da Silva, J. B., & de Brito, H. C. (2024). Carbon stock estimation in a Brazilian mangrove using optical satellite data. Environmental Monitoring and Assessment, 196(1), 1–16. https://doi.org/10.1007/s10661-023-12151-3
MMA. (2016). Ceará: inventário florestal nacional, principais resultados. Ministério do Meio Ambiente. https://www.fnds.gov.mz/mrv/index.php/documentos/relatorios/26-inventario-florestal-nacional/file
Osland, M. J., Feher, L. C., López-portillo, J., Day, R. H., Sauman, D., Menéndez, J., & Rivera-monroy, V. H. (2018). Mangrove forests in a rapidly changing world: Global change impacts and conservation opportunities along the Gulf of Mexico coast. Estuarine, Coastal and Shelf Science, 214, 120–140. https://doi.org/10.1016/j.ecss.2018.09.006
Rovai, A. S., Twilley, R. R., Worthington, T. A., & Riul, P. (2022). Brazilian Mangroves: Blue Carbon Hotspots of National and Global Relevance to Natural Climate Solutions. Frontiers in Forests and Global Change, 4, 1–11. https://doi.org/10.3389/ffgc.2021.787533
Sanderman, J., Hengl, T., & Fiske, G. J. (2017). Soil carbon debt of 12,000 years of human land use. PNAS, 114(36), 9575–9580. https://doi.org/10.1073/pnas.1706103114
Sanderman, J., Hengl, T., Fiske, G., Solvik, K., Adame, M. F., Benson, L., Bukoski, J. J., Carnell, P., Cifuentes-Jara, M., Donato, D., Duncan, C., Eid, E. M., Ermgassen, P. Z., Lewis, C. J. E., Macreadie, P. I., Glass, L., Gress, S., Jardine, S. L., Jones, T. G., … Landis, E. (2018). A global map of mangrove forest soil carbon at 30 m spatial resolution. Environmental Research Letters, 13(5), 1–12. https://doi.org/10.1088/1748-9326/aabe1c
Santoro, M., Cartus, O., Carvalhais, N., Rozendaal, D. M. A., Avitabile, V., Araza, A., de Bruin, S., Herold, M., Quegan, S., Rodríguez-Veiga, P., Balzter, H., Carreiras, J., Schepaschenko, D., Korets, M., Shimada, M., Itoh, T., Moreno Martínez, Á., Cavlovic, J., Cazzolla Gatti, R., … Willcock, S. (2021). The global forest above-ground biomass pool for 2010 estimated from high-resolution satellite observations. Earth System Science Data, 13, 3927–3950. https://doi.org/10.5194/essd-13-3927-2021
Simard, M., Fatoyinbo, L., Smetanka, C., Rivera-Monroy, V. H., Castañeda-Moya, E., Thomas, N., & Van der Stocken, T. (2019). Mangrove canopy height globally related to precipitation, temperature and cyclone frequency. Nature Geoscience, 12(1), 40–45. https://doi.org/10.1038/s41561-018-0279-1
Taillardat, P., Friess, D. A., & Lupascu, M. (2026). Mangrove blue carbon strategies for climate change mitigation are most effective at the national scale. Biology Letters, 14, 1–6. https://doi.org/10.1098/rsbl.2018.0251/180212/rsbl.2018.0251.pdf
Tang, W., Zheng, M., & Zhao, X. (2018). Big geospatial data analytics for global mangrove biomass and carbon estimation. Sustainability, 10(472), 1–17. https://doi.org/10.3390/su10020472
Viana, M. C. (2003). Estudo da degradação no manguezal do Rio Cocó-Fortaleza/CE. Revista Da Casa Da Geografia de Sobral, 4(5), 55–65.
Wang, M., Zhang, T., Xie, Y., Zhang, Z., & Wu, X. (2025). Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution. Scientific Data, 12(1), 552. https://doi.org/10.1038/s41597-025-04881-5
Wang, Z., Guo, F., Zeng, X., Huang, Z., Xie, H., & Ouyang, X. (2025). Trade-offs in aboveground and soil mangrove carbon stocks under species introduction: Remote Sensing Reveals Temporal Divergence in Restoration Trajectories. Forests, 16, 1–20. https://doi.org/10.3390/f16111696
Wei, S., Zhang, H., Xu, Z., Lin, G., Lin, Y., Liang, X., Ling, J., Wee, A. K. S., Lin, H., Zhou, Y., & Gong, P. (2024). Coastal urbanization may indirectly positively impact growth of mangrove forests. Communications Earth and Environment, 5(1), 1–11. https://doi.org/10.1038/s43247-024-01776-y
Worthington, T. A., zu Ermgassen, P. S. E., Friess, D. A., Krauss, K. W., Lovelock, C. E., Thorley, J., Tingey, R., Woodroffe, C. D., Bunting, P., Cormier, N., Lagomasino, D., Lucas, R., Murray, N. J., Sutherland, W. J., & Spalding, M. (2020). A global biophysical typology of mangroves and its relevance for ecosystem structure and deforestation. Scientific Reports, 10(1), 1–11. https://doi.org/10.1038/s41598-020-71194-5
Zhang, J., Gan, S., Yang, P., Zhou, J., Huang, X., Chen, H., He, H., Saintilan, N., Sanders, C. J., & Wang, F. (2024). A global assessment of mangrove soil organic carbon sources and implications for blue carbon credit. Nature Communications, 15(1), 1–7. https://doi.org/10.1038/s41467-024-53413-z
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