---
title: "Wind: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 155 archived papers mentioned Wind in their title, abstract, keywords or full text, most of them in Sep 2026 (16)."
url: https://scholar4ai.com/datasets/wind
markdown_url: https://scholar4ai.com/datasets/wind.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 155 archived papers mentioned Wind in their title, abstract, keywords or full text, most of them in Sep 2026 (16). (as of 2026-11-04)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T18:03:26+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# Wind

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/7.md)

Financial statements, trading, ownership and governance data of Chinese listed companies.

- data category: China financial and firm databases
- 0 papers in the last 7 days
- Names searched for: Wind database, Wind Info, Wind Information, Wind Financial Terminal, Wind Economic Database, Wind data

Most-used data: https://scholar4ai.com/rankings/datasets.md · All China financial and firm databases datasets: https://scholar4ai.com/datasets/china-financial-and-firm-databases.md



## Key findings

- From Nov 2023 to Oct 2026, 155 archived papers mentioned Wind in their title, abstract, keywords or full text, most of them in Sep 2026 (16).
- Wind was mentioned in 6 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #56 of the 255 datasets mentioned.
- By journal category: Finance (2), Management (2), AI (1) and Economics (1).
- Most of them appeared in Financial Innovation (1), Management Review Quarterly (1) and Expert Systems with Applications (1).
- From 2017 to 2026 (so far), Wind was mentioned in 163 papers in the tracked journals, most of them in finance (72), economics (25) and management (24).
- 41 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Chinese Academy of Sciences (6), University of Chinese Academy of Sciences (6) and Xiamen University (6).
- The journals publishing most of them were International Review of Economics & Finance (31), Financial Innovation (16) and Journal of Innovation & Knowledge (7).
- The most-cited of them is “A wavelet-LSTM model for short-term wind power forecasting using wind farm SCADA data” (Expert Systems with Applications, 2024), with 87 citations.
- Papers use Wind most often with CSMAR (70), CNRDS (21) and Economic Policy Uncertainty index (21); it has 35 partners in the code and data network, in the group around CSMAR, CNRDS, National Bureau of….

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts, keywords and full texts)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 45 | 39 | 71 | 155 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | 14 | 41 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 6 | 8 | 8 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 9 | 7 | 7 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 1 | 1 | 0 | 0 | 0 | 3 | 6 | 3 | 4 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 1 | 3 | 1 | 0 | 0 | 0 | 2 | 1 | 3 | 2 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 3 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 1 | 4 | 2 | 0 | 0 | 0 | 9 | 41 | 41 | 65 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 31 |
| 2 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 16 |
| 3 | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 7 |
| 4 | [Borsa Istanbul Review](https://scholar4ai.com/journals/borsa-istanbul-review.md) | 6 |
| 5 | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 4 |
| 6 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 4 |
| 7 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 4 |
| 8 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 4 |
| 9 | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 4 |
| 10 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 3 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 6 |
| 2 | [University of Chinese Academy of Sciences](https://scholar4ai.com/institutions/university-of-chinese-academy-of-sciences.md) | 6 |
| 3 | [Xiamen University](https://scholar4ai.com/institutions/xiamen-university.md) | 6 |
| 4 | Academy of Mathematics and Systems Science | 5 |
| 5 | [Curtin University](https://scholar4ai.com/institutions/curtin-university.md) | 4 |
| 6 | [Sun Yat-sen University](https://scholar4ai.com/institutions/sun-yat-sen-university.md) | 4 |
| 7 | [Central University of Finance and Economics](https://scholar4ai.com/institutions/central-university-of-finance-and-economics.md) | 3 |
| 8 | [City University of Hong Kong](https://scholar4ai.com/institutions/city-university-of-hong-kong.md) | 3 |
| 9 | [City University of Macau](https://scholar4ai.com/institutions/city-university-of-macau.md) | 3 |
| 10 | Cranfield University | 3 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 104 |
| 2 | United Kingdom | 39 |
| 3 | Australia | 11 |
| 4 | United States | 10 |
| 5 | Hong Kong | 8 |
| 6 | Germany | 6 |
| 7 | Italy | 6 |
| 8 | France | 5 |
| 9 | Canada | 4 |
| 10 | Spain | 4 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [Chinese listed companies](https://scholar4ai.com/keywords/chinese-listed-companies.md) | 19 |
| 2 | [China](https://scholar4ai.com/keywords/china.md) | 17 |
| 3 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 13 |
| 4 | [state-owned enterprises](https://scholar4ai.com/keywords/state-owned-enterprises.md) | 13 |
| 5 | [ESG performance](https://scholar4ai.com/keywords/esg-performance.md) | 10 |
| 6 | [financial constraints](https://scholar4ai.com/keywords/financial-constraints.md) | 10 |
| 7 | [Chinese stock market](https://scholar4ai.com/keywords/chinese-stock-market.md) | 9 |
| 8 | [environmental regulation](https://scholar4ai.com/keywords/environmental-regulation.md) | 9 |
| 9 | [digital transformation](https://scholar4ai.com/keywords/digital-transformation.md) | 8 |
| 10 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 6 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 87 | 2.6 | [A wavelet-LSTM model for short-term wind power forecasting using wind farm SCADA data](https://doi.org/10.1016/j.eswa.2024.123237) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2024-01-19 | Zhaohua Liu, Chang-Tong Wang, Hua‐Liang Wei et al. |
| 2 | 83 | 2.5 | [Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting](https://doi.org/10.1007/s10462-023-10678-y) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2024-02-12 | M. Pavlov, Luka Jovanović, Nebojša Bačanin et al. |
| 3 | 71 | 2.1 | [Digital Twins in the Context of Seaports and Terminal Facilities](https://doi.org/10.1007/s10696-023-09515-9) | [Flexible Services and Manufacturing Journal](https://scholar4ai.com/journals/flexible-services-and-manufacturing-journal.md) | 2024-01-13 | Julian Neugebauer, Leonard Heilig, Stefan Voß |
| 4 | 63 | 1.8 | [Can Industrial Digitalization Promote Regional Green Technology Innovation?](https://doi.org/10.1016/j.jik.2024.100463) | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 2024-01-01 | Xiaoli Hao, Yi Liang, Cunyi Yang et al. |
| 5 | 61 | 2.0 | [Development and trending of deep learning methods for wind power predictions](https://doi.org/10.1007/s10462-024-10728-z) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2024-04-05 | Hong Liu, Zijun Zhang |

## Used together with

Papers use Wind most often with CSMAR (70), CNRDS (21) and Economic Policy Uncertainty index (21); it has 35 partners in the code and data network, in the group around CSMAR, CNRDS, National Bureau of….

*What papers use Wind together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [CSMAR](https://scholar4ai.com/datasets/csmar.md) | Dataset | 70 | 46.9 |
| [CNRDS](https://scholar4ai.com/datasets/cnrds.md) | Dataset | 21 | 42.8 |
| [Economic Policy Uncertainty index](https://scholar4ai.com/datasets/economic-policy-uncertainty-index.md) | Dataset | 21 | 2.6 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 19 | 8.3 |
| [Huazheng / Sino-Securities ESG](https://scholar4ai.com/datasets/huazheng-sino-securities-esg.md) | Dataset | 16 | 82.4 |
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 13 | 1.7 |
| [Bloomberg ESG](https://scholar4ai.com/datasets/bloomberg-esg.md) | Dataset | 12 | 46.3 |
| [Twitter / X](https://scholar4ai.com/datasets/twitter-x.md) | Dataset | 12 | 0.8 |
| [National Bureau of Statistics of China](https://scholar4ai.com/datasets/national-bureau-of-statistics-of-china.md) | Dataset | 11 | 19.7 |
| [China Statistical Yearbook](https://scholar4ai.com/datasets/china-statistical-yearbook.md) | Dataset | 10 | 19.8 |
| [China government work reports](https://scholar4ai.com/datasets/china-government-work-reports.md) | Dataset | 9 | 36.2 |
| [CSI 300 / Shanghai Composite](https://scholar4ai.com/datasets/csi-300-shanghai-composite.md) | Dataset | 9 | 8.8 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning Wind in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-22 | [Research on the spatiotemporal prediction of supply chain finance risk contagion based on a dynamic graph attention diffusion mechanism](https://doi.org/10.1186/s40854-026-00980-3) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | Yulong Zhang, Yaqing Zhang | Hengshui University; Columbia University |
| 2026-10-15 | [Understanding the determinants and consequences of share-pledging: a systematic literature review and future research agenda](https://doi.org/10.1007/s11301-026-00643-8) | [Management Review Quarterly](https://scholar4ai.com/journals/management-review-quarterly.md) | Rohith Radhakrishnan, E Geetha, Agnes S. Joseph | Manipal Academy of Higher Education; Narsee Monjee Institute of Management Studies; Shri Vile Parle Kelavani Mandal |
| 2026-10-09 | [Wind-aware deep reinforcement learning for autonomous UAV navigation without GPS/GNSS position feedback and visual perception](https://doi.org/10.1016/j.eswa.2026.134645) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Hüseyin Küçükerdem, Yilmaz Cemal, Hamdi Tolga Kahraman et al. | Ankara University; Gazi University; Karadeniz Technical University |
| 2026-10-08 | [Cross-market transmission of safe-haven sentiment in global financial markets: Evidence from FTS indices and quantile regression](https://doi.org/10.1016/j.jmse.2026.09.002) | [Journal of Management Science and Engineering](https://scholar4ai.com/journals/journal-of-management-science-and-engineering.md) | 王宗润, Yanyan Chen, Xiaohang Ren et al. | Central South University; City University of Macau; University of Liverpool |
| 2026-10-07 | [Economic Losses Associated With Tropical Cyclones in Mexico: A Two-stage Model](https://doi.org/10.1007/s41885-026-00215-w) | [Economics of Disasters and Climate Change](https://scholar4ai.com/journals/economics-of-disasters-and-climate-change.md) | Diana Estefanía Castillo Loeza, Francisco Iván Hernández Cuevas, David Romero | Secretaría de Ciencia, Humanidades, Tecnología e Innovación; Universidad Nacional Autónoma de México; Universidad Marista de Mérida |
| 2026-10-06 | [Can the digital revolution drive green growth? —the internal mechanism of corporate digital and intelligent transformation and green total factor productivity](https://doi.org/10.1016/j.iref.2026.105955) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Siming Chen, Feichong Yue, Yaxi Qian et al. | Chinese Academy of Governance; Jilin University; Shanghai University of Political Science and Law; … |

## Cite this page

Scholar4AI. (2026). Wind. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/datasets/wind

```bibtex
@misc{scholar4ai-datasets-wind,
  author = {{Scholar4AI}},
  title = {Wind},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/wind}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).