<p>Seagrass ecosystems underpin coastal biodiversity<sup><CitationRef CitationID="CR1">1</CitationRef></sup> and provide vital ecosystem services, including shoreline protection<sup><CitationRef CitationID="CR2">2</CitationRef></sup>, food security<sup><CitationRef CitationID="CR3">3</CitationRef></sup> and climate mitigation<sup><CitationRef CitationID="CR4">4</CitationRef></sup>. Despite growing recognition as a nature-based climate solution, seagrasses are among the least mapped and most poorly understood vegetated coastal ecosystems<sup><CitationRef CitationID="CR5">5</CitationRef></sup>. Here we present, to our knowledge, the first global 10-m spatial resolution maps and change analysis of seagrass extent in clear, shallow coastal waters, derived from 4.75 million Sentinel-2 MSI satellite images for two periods (2019–2020 and 2023–2024). Using a deep-learning classifier trained on curated reference data, we identified 148,506 km<sup>2</sup> of seagrass globally, including 5,961 km<sup>2</sup> of intertidal and 142,545 km<sup>2</sup> of subtidal areas. Sixty-nine per cent of global seagrass extent is concentrated in The Bahamas, Cuba, the USA, Australia and Indonesia, yet only 21% of seagrass areas are located within marine-protected areas. Over the 4 years of the study, 5,969 km<sup>2</sup> (4%) of seagrass was lost, and an additional 6,221 km<sup>2</sup> (4.2%) was degraded from dense to sparse cover in tropical regions. Our findings identify seagrass meadow hotspots and vulnerable regions to inform conservation and climate policy.</p>

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Global high-resolution mapping of seagrass to support conservation

  • Jianghai Peng,
  • Jiwei Li,
  • Johannes R. Krause,
  • Mitchell B. Lyons,
  • Nicholas J. Murray,
  • Steven R. Schill,
  • Chris M. Roelfsema,
  • Gregory P. Asner

摘要

Seagrass ecosystems underpin coastal biodiversity1 and provide vital ecosystem services, including shoreline protection2, food security3 and climate mitigation4. Despite growing recognition as a nature-based climate solution, seagrasses are among the least mapped and most poorly understood vegetated coastal ecosystems5. Here we present, to our knowledge, the first global 10-m spatial resolution maps and change analysis of seagrass extent in clear, shallow coastal waters, derived from 4.75 million Sentinel-2 MSI satellite images for two periods (2019–2020 and 2023–2024). Using a deep-learning classifier trained on curated reference data, we identified 148,506 km2 of seagrass globally, including 5,961 km2 of intertidal and 142,545 km2 of subtidal areas. Sixty-nine per cent of global seagrass extent is concentrated in The Bahamas, Cuba, the USA, Australia and Indonesia, yet only 21% of seagrass areas are located within marine-protected areas. Over the 4 years of the study, 5,969 km2 (4%) of seagrass was lost, and an additional 6,221 km2 (4.2%) was degraded from dense to sparse cover in tropical regions. Our findings identify seagrass meadow hotspots and vulnerable regions to inform conservation and climate policy.