World Bank Group data covering climate systems, exposure to impacts, resilience, greenhouse gas emissions, and energy use for Lao PDR. The dataset is intended to inform understanding of climate change risks in developing countries. It was last updated on 2026-04-28 and is licensed under CC-BY-4.0.
Use Cases
- Assessing climate vulnerability based on exposure to climate impacts data
- Modeling greenhouse gas emissions trajectories based on energy use indicators
- Evaluating national resilience and adaptation capacity using resilience metrics
- Analyzing climate risks to agriculture and water supplies using climate systems data
Strengths
- Data originates from the authoritative World Bank Group
- Covers multiple thematic areas including climate systems, emissions, and resilience
- License is permissive (CC-BY-4.0) for reuse and redistribution
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
- Time Range
- null
- Freshness
- Last updated 2026-04-28 05:43:53.665051; freshness should be verified
- Geography
- Lao PDR