Evidence map›Paper›PMID 41127664›Full record

ArticleData in brief2025

A dataset for climate, land, energy and water systems modelling in Lao PDR.

Annie Flint Smith, Kane Alexander, Fernando A Plazas-Niño, Mark Howells

Abstract read
In one paragraph

Article in Data in brief, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Annie Flint SmithCentre for Environmental Policy, Imperial College London, London, SW7 2BX, UK.
Kane AlexanderCentre for Environmental Policy, Imperial College London, London, SW7 2BX, UK.
Fernando A Plazas-NiñoSTEER Centre, Department of Geography, Loughborough University, Loughborough, LE11 3TU, UK.
Mark HowellsSTEER Centre, Department of Geography, Loughborough University, Loughborough, LE11 3TU, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Policymaking often treats economic and resource sectors in isolation of one another, neglecting to consider the interconnections between a country's climate, land, energy and water (CLEW) systems. This approach can lead to system inefficiencies and unintended consequences, as the synergies and trade-offs between sectors are overlooked. A nexus-thinking approach addresses this issue by considering multiple resources and their interlinkages in the analytical and decision-making processes, enabling policymakers to make more informed decisions. This article presents a dataset containing techno-economic data inputs specific to the Lao PDR's (Laos') CLEW systems, in the context that Laos' policymaking has traditionally treated sectors independently. The CLEWs systems data were collected from various open-access resources, including online repositories and national reports, with the objective to facilitate integrated resource system modelling assessments for Laos that incorporate a nexus-thinking approach. To support this objective, this article also describes the calculations used to process raw data to meet typical systems modelling software requirements, using the Open-Source Energy Modelling Systems (OSeMOSYS) framework as a reference. By including greenhouse gas emission factors, this dataset provides the basis for long-term scenario planning that can inform Laos' national decarbonisation strategy, whilst accounting for other potential cross-sector dynamics. The structure and documentation of this dataset also has significant reuse potential, as it lays the foundation for other researchers to replicate similar CLEW datasets for resource system assessments in other countries with similar economic and environmental backgrounds.

Indexed as

CLEWsEmissionsLand coverOSeMOSYSPower generationResource modellingWater Use

Identifiers

PMID41127664
PMCPMC12538074

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.