Global Coastal Reclamation Map with Biodiversity and Carbon Impact, 1985-2020

A 35-year global map from 1985 to 2020 showing the spatial distribution, temporal trend, and land use types of coastal reclamation. It was created by combining satellite imagery, big data, and a deep learning model based on remote sensing imageries at 30-meter resolution. The dataset also estimates the impact of this activity on biodiversity and carbon stocks.

Use Cases

• Modeling carbon stock changes in coastal ecosystems based on reclamation land use types.
• Assessing biodiversity loss risk based on the spatial distribution of coastal reclamation.
• Analyzing temporal trends in human coastal development based on satellite imagery from 1985-2020.
• Mapping global coastal land use change for conservation planning based on 30-meter resolution data.

Strengths

• Covers a 35-year time range from 1985 to 2020.
• Uses remote sensing imagery at a 30-meter spatial resolution.
• Estimates impacts on both biodiversity and carbon stocks.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data may reflect geographic or temporal bias inherent to the satellite sources.

Provenance

Source

qian zhang

Collection Method

Created by combining satellite imagery, big data, and a deep learning model based on numerous remote sensing imageries.

Time Range

1985-2020

Freshness

Last updated 2026-05-16 07:24:01; freshness should be verified.

Geography

Global