World Bank Group data covering climate systems, exposure to climate impacts, resilience, greenhouse gas emissions, and energy use for Singapore. The dataset is sourced from the World Bank's data portal and is available in CSV format. It was last updated on 2026-04-28.
Use Cases
- Modeling climate change exposure and resilience based on the described climate systems and impact indicators.
- Analyzing trends in greenhouse gas emissions and energy use for Singapore.
- Assessing climate-related risks to agriculture, food, and water supplies as mentioned in the description.
- Supporting global cooperation analysis by examining climate indicators relevant to developing countries.
Strengths
- Data originates from the authoritative World Bank Group.
- Covers multiple thematic areas including climate systems, emissions, and energy use as described.
- Available under a permissive CC-BY-4.0 license.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- World Bank Group
- Collection Method
- Aggregated from the World Bank's data portal.
- Freshness
- Last updated 2026-04-28 10:57:41.745713; freshness should be verified.
- Geography
- Singapore