A Curated Corpus of Climate Finance Literature, 1990-2024: Six Sources, Multilingual Retrieval, and Grey Literature

Minh Ha-Duong ()
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Minh Ha-Duong: CIRED - Centre International de Recherche sur l'Environnement et le Développement - Cirad - Centre de Coopération Internationale en Recherche Agronomique pour le Développement - EHESS - École des hautes études en sciences sociales - AgroParisTech - Université Paris-Saclay - CNRS - Centre National de la Recherche Scientifique - ENPC - École nationale des ponts et chaussées - IP Paris - Institut Polytechnique de Paris

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Abstract: This data paper presents a curated, multilingual corpus of 31,713 works on climate finance published between 1990 and 2024. The dataset is assembled from 6 complementary sources that combine academic databases, institutional repositories, and grey literature, enabling broader coverage than single-source bibliometric studies. A multilingual retrieval strategy based on an eight-language keyword taxonomy is used to capture relevant works across linguistic contexts, while a reproducible pipeline integrates deduplication, metadata harmonisation, and quality filtering. The resulting corpus includes a citation network derived from Crossref and OpenAlex, as well as pre-computed multilingual embeddings to support cross-lingual analysis.

Keywords: history of economic thought; scientometrics; sentence-transformer embeddings; multilingual; bibliometric corpus; climate finance (search for similar items in EconPapers)
Date: 2026-03-26
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