From Technical Feasibility to Bankability: A Mixed-Method Systematic Review and Cross-Study Techno-Economic Synthesis of Small Hydropower Financing (Supplementary data and code))
技術的実現可能性から銀行融資可能性へ：小水力発電資金調達の混合法系統的レビューと横断的技術経済統合（補足データとコード） (AI 翻訳)
Duah, Isaac Kojo, Essilfie, David Kobina, SEKYERE, CHARLES, Kemausuor, Francis, Twumasi, Elvis, Amaning Adjei, Kwaku
🤖 gxceed AI 要約
日本語
小水力発電の資金調達に焦点を当て、252件の研究から930件のケースを調和した技術経済データセットを構築。全金額を2024年米ドルに換算し、再現可能な分析コードと検証を提供。技術的実現可能性と銀行融資可能性のギャップを埋める実証的基盤を提供する。
English
This paper presents a harmonized techno-economic dataset of 930 small hydropower cases from 252 studies, with all monetary values converted to constant 2024 USD. It provides reproducible analysis code and validation, bridging technical feasibility and bankability for small hydropower financing.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本では小水力発電は再生可能エネルギー導入の一環として注目されるが、資金調達の障壁が課題。本データセットは事業性評価の精緻化に寄与し、地域分散型エネルギー投資の判断材料となる。
In the global GX context
Globally, small hydropower is a key renewable energy source, but financing remains a barrier. This harmonized dataset and methodology support better investment decisions and align with climate finance transparency goals.
👥 読者別の含意
🔬研究者:Provides a harmonized dataset and reproducible methodology for techno-economic analysis of small hydropower.
🏢実務担当者:Useful for project developers and financiers to assess bankability of small hydropower projects.
🏛政策担当者:Informs policy on renewable energy financing and small hydropower development.
📄 Abstract（原文）
What is here: A harmonised case-level techno-economic dataset of 930 cases from 252 peer-reviewed studies, in which every monetary value is converted to constant 2024 US dollars by a documented two-step workflow — the official period-average exchange rate for each value's own reference year, then deflation by the US consumer price index — and every extracted number is tied to a verbatim quotation from its source. The deposit also carries the extraction workbook that is the sole input to the analysis, the analysis code in R, the harmonisation and conversion logs, the source-traceability quality control, the blind independent re-extraction and its scoring, the thematic coding instrument and its independent re-application, the screening record for all 1,203 screened records, and the completed PRISMA 2020 checklist. Reproducibility. Rscript run_from_excel.R regenerates every table, figure and reported number in Section 3 of the article from the workbook alone, and checks each against its published value: 315 of 315 validation targets pass, and the script exits non-zero if any fails. Start with README.md , which documents the pipeline stage by stage, the contents of every file, and where each claim in the article is evidenced. DATASETS.md inventories the data. The source PDFs from which the extraction was made are third-party copyright and are not included; every extracted value carries the quotation it was read from, so any figure can be checked against its source without redistributing the paper.
🔗 Provenance — このレコードを発見したソース
- Zenodo https://zenodo.org/records/21939868first seen 2026-08-15 04:23:07 · last seen 2026-08-17 04:34:04
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