Evidence map›Paper›PMID 40436888›Full record

ArticleScientific data2025

Monthly hydropower generation data for Western Canada to support Western-US interconnect power system studies.

Youngjun Son, Cameron Bracken, Daniel Broman, Nathalie Voisin

Abstract read
In one paragraph

Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Youngjun SonPacific Northwest National Laboratory, Richland, WA, USA. youngjun.son@pnnl.gov.ORCID http://orcid.org/0000-0001-5128-2499
Cameron BrackenPacific Northwest National Laboratory, Richland, WA, USA.ORCID http://orcid.org/0000-0003-1917-402X
Daniel BromanPacific Northwest National Laboratory, Richland, WA, USA.ORCID http://orcid.org/0000-0001-8281-3299
Nathalie VoisinPacific Northwest National Laboratory, Richland, WA, USA. nathalie.voisin@pnnl.gov.ORCID http://orcid.org/0000-0002-6848-449X

Funding

DOE | LDRD | Pacific Northwest National Laboratory (Pacific Northwest National Lab) GODEEEP
6 · The paper itself

Abstract

Hydroelectric power generation in Western Canada significantly contributes to power grid operations of the North American Western Interconnection through substantial generation, some of which is exported to the United States (U.S.). However, the lack of publicly available hydropower generation datasets poses challenges for future market projections and resource adequacy evaluations. We present a simulation-based monthly power system model-ready hydropower generation dataset for 110 facilities in British Columbia and Alberta from 1981 to 2019. These monthly hydropower generation estimates are developed from integrated hydrologic model simulations of runoff and reservoir-operated streamflow, followed by scaling that considers diversion inflow constraints based on hydropower water license information. To address the lack of comparable hydropower generation records, we conduct step-by-step evaluations for simulated runoff, regulated streamflow, and hydropower generation using available observations or estimates. The presented hydropower dataset aims to enhance the representation of hydropower resources in Western Canada, supporting power grid system studies for the Western Interconnection of the U.S. and Canada.

Identifiers

PMID40436888
PMCPMC12120072

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.