Qingdao Coastal Zone: Modeling Carbon Storage for Sustainable Spatial Planning

This study examines the evolution of carbon sink patterns and spatial planning suitability in the Qingdao Coastal Zone through the coupled InVEST–PLUS model, utilizing 30 m resolution land-use data.

3 min readFrontiers in Marine Science | New and Recent Articles
Qingdao Coastal Zone: Modeling Carbon Storage for Sustainable Spatial Planning

The Qingdao Coastal Zone study underscores a critical imperative: integrating our understanding of terrestrial carbon dynamics into the bedrock of spatial planning. By employing a coupled InVEST–PLUS model, researchers have meticulously simulated land-use change and its direct impact on carbon storage, a vital component of the region's ecological health. The validation of the PLUS model, with a Kappa value of approximately 0.79, provides a robust foundation for these findings. This scientific rigor is essential as it allows us to move beyond broad assumptions and toward actionable insights derived from measurable data. The observed shifts in land use, including a notable decrease in farmland and an expansion of architectural areas, alongside a slight increase in forest cover but an overall decline in ecological land, highlight the complex interplay between development and natural systems. This empirical evidence is not merely observational; it represents a quantified understanding of how human activity shapes the very capacity of the land to sequester carbon.

The study's findings on total carbon storage, which decreased by 4.25 × 10⁵ tons between 2010 and 2020, are particularly significant. This measurable loss, presented within a clear spatial pattern of “clustered-high, contiguous-medium, radial-low,” provides a precise baseline for future interventions. Understanding that factors such as Digital Elevation Model (DEM) and water proximity primarily influence the expansion of beneficial ecological land types, while population density and DEM are key drivers of architectural growth, allows for targeted policy development. This is the essence of informed stewardship: using validated scientific models to identify the specific mechanisms behind environmental change and then leveraging that knowledge for strategic planning. This approach moves us away from generalized concerns and toward precise, data-driven solutions that can genuinely contribute to the “dual-carbon” strategy.

Ultimately, this research on the Qingdao Coastal Zone demonstrates the power of integrated modeling and detailed data analysis in achieving sustainable spatial governance. By quantifying carbon storage transfer pathways, the study provides the scientific basis necessary for coastal zones to orient their development towards carbon sequestration. This is not just about environmental protection; it is about building resilient, resource-efficient coastal communities. The clarity and precision of these findings, derived from empirical observation and validated models, offer a compelling example of how scientific authority, when combined with collaborative efforts, can illuminate the path forward for effective ocean and coastal zone management, fostering a shared responsibility for our planet's future.

From Frontiers in Marine Science | New and Recent Articles

To support the “dual-carbon” strategy and develop a carbon-sink-oriented coastal spatial planning framework, this study applies the coupled InVEST–PLUS model to Qingdao using 30 m resolution land-use data. Six spatial drivers (DEM, slope, GDP, population, road, and water proximity) are used to simulate land-use change and evaluate its impact on carbon storage. Model validation results indicate that the PLUS model shows good performance (Kappa ≈ 0.79, FoM = 0.168). The results indicate that (1) during 2010–2020, land-use patterns in the study area changed markedly, characterized by a decrease in farmland and an expansion of architecture area, while forest increased slightly…

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