Relationships between above- and below-ground carbon stocks in mangrove forests facilitate better estimation of total mangrove blue carbon

Background Although great efforts have been made to quantify mangrove carbon stocks, accurate estimations of below-ground carbon stocks remain unreliable. In this study, we examined the distribution patterns of mangrove carbon stocks in China and other countries using our own field survey data and datasets from published literature. Based on these data, we investigated the possible relationships between above-ground carbon stock (AGC) and below-ground carbon stock (BGC) for mangrove forests, aiming to provide a scientific basis for estimation of total mangrove carbon stocks. Results The average above-ground carbon stock in each region was sizeable (ranging from 12.0 to 150.2 Mg/ha), but average below-ground carbon stock was dominant (ranging from 46.6 to 388.6 Mg/ha), accounting for 69–91% of total carbon stock at the sites studied in China. Significant positive relationships were found between above-ground and below-ground mangrove carbon stocks, with the best fitting equation as BGC = 1.58 * AGC + 81.06 (Mg/ha, R 2  = 0.62, p < 0.01, n = 122) for China. Such linear relationships vary for mangrove forests of different types and locations, from different geographical regions in China to other countries worldwide. Conclusion The positive relationship we found between above- and below-ground carbon stocks of mangrove forests in China and worldwide can facilitate more accurate assessments of mangrove blue carbon stocks at regional or global scales using modern techniques including remote sensing.

• Publication year

  2021

• Venue

  Carbon Balance and Management

• Publication date

  2021-03-17

• Fields of study

  Medicine, Environmental Science

• Identifiers
  DOI 10.1186/s13021-021-00172-9PMID 33730236PMCID 7972349
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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• Carbon cycling and storage in mangrove forests.

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• Changes in Carbon Pool and Stand Structure of a Native Subtropical Mangrove Forest after Inter-Planting with Exotic Species Sonneratia apetala

  2014cited by this paper
• Carbon stocks and potential carbon storage in the mangrove forests of China.

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• Predicting Global Patterns in Mangrove Forest Biomass

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  2014cited by this paper
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  2012cited by this paper
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• Protocols for the measurement, monitoring and reporting of structure, biomass and carbon stocks in mangrove forests.

  2012cited by this paper
• Global economic potential for reducing carbon dioxide emissions from mangrove loss

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  2011influential reference
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  2011cited by this paper
• Remote Sensing of Mangrove Ecosystems: A Review

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• Carbon sequestration and annual increase of carbon stock in a mangrove forest

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  2009cited by this paper
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  2008cited by this paper
• Organic carbon dynamics in mangrove ecosystems : a review

  2008cited by this paper
• Organic matter exchange and cycling in mangrove ecosystems: Recent insights from stable isotope studies

  2008cited by this paper
• Allometry, biomass, and productivity of mangrove forests: A review

  2008cited by this paper
• Balancing the Global Carbon Budget

  2007cited by this paper
• Balancing the Global Carbon Budget

  2007cited by this paper
• Mangroves, a major source of dissolved organic carbon to the oceans

  2006cited by this paper
• Leaf gas exchange characteristics of three neotropical mangrove species in response to varying hydroperiod.

  2006cited by this paper
• Distribution of organic carbon in tropical mangrove sediments (Cochin, India)

  2006cited by this paper
• Common allometric equations for estimating the tree weight of mangroves

  2005cited by this paper
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  2005cited by this paper
• Ecological interactions, management lessons and design tools in tropical agroforestry systems

  2004cited by this paper
• Below-ground carbon sequestration of mangrove forests in the Asia-Pacific region.

  2004cited by this paper
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  2004cited by this paper
• Publisher's Note

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• Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future

  2003cited by this paper
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  2003cited by this paper
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  2002cited by this paper
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• Review and assessment of methane emissions from wetlands

  1993cited by this paper

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  2024cites this paper
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  2024cites this paper
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  2024cites this paper
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  2024cites this paper
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  2024cites this paper
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  2024cites this paper
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  2024cites this paper
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  2023cites this paper
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  2023cites this paper
• Remote sensing for cost-effective blue carbon accounting

  2023cites this paper
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  2023cites this paper
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