---
title: "Scientific Data 2023 — all accepted papers — the most cited first"
description: "All 899 papers of Scientific Data 2023 · page 1 of 9, the most cited first; those with our summary link to it."
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# Scientific Data 2023: all accepted papers

899 papers · page 1 of 9 · the most cited first · [← Scientific Data 2023](https://md.research.elamur.ai/free/en/venues/scientific-data/2023/)

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1. **[MIMIC-IV, a freely accessible electronic health record dataset](https://md.research.elamur.ai/free/en/papers/johnson-2023-mimic-iv-freely-accessible-electronic/)**Alistair E. W. Johnson, Lucas Bulgarelli, Lu Shen et al.*3,271 citations · our summary*
2. **[MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification ↗](https://doi.org/10.1038/s41597-022-01721-8)**Jiancheng Yang, Rui Shi, Donglai Wei et al.*1,037 citations*
3. **[High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections ↗](https://doi.org/10.1038/s41597-023-02549-6)**Hylke E. Beck, Tim R. McVicar, Noemi Vergopolan et al.*917 citations*
4. **[National contributions to climate change due to historical emissions of carbon dioxide, methane, and nitrous oxide since 1850 ↗](https://doi.org/10.1038/s41597-023-02041-1)**Matthew W. Jones, Glen P. Peters, Thomas Gasser et al.*518 citations*
5. **[Building a knowledge graph to enable precision medicine ↗](https://doi.org/10.1038/s41597-023-01960-3)**Payal Chandak, Kexin Huang, Marinka Žitnik*513 citations*
6. **[A news-based climate policy uncertainty index for China ↗](https://doi.org/10.1038/s41597-023-02817-5)**Yanran Ma, Zhenhua Liu, Dandan Ma et al.*406 citations*
7. **[Global trends and forecasts of breast cancer incidence and deaths ↗](https://doi.org/10.1038/s41597-023-02253-5)**Yuyan Xu, Maoyuan Gong, Yue Wang et al.*357 citations*
8. **[HIT-UAV: A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection ↗](https://doi.org/10.1038/s41597-023-02066-6)**Jiashun Suo, Tianyi Wang, Xingzhou Zhang et al.*291 citations*
9. **[Caravan - A global community dataset for large-sample hydrology ↗](https://doi.org/10.1038/s41597-023-01975-w)**Frederik Kratzert, Grey Nearing, Nans Addor et al.*232 citations*
10. **[A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research ↗](https://doi.org/10.1038/s41597-023-02096-0)**David Montero, César Aybar, Miguel D. Mahecha et al.*206 citations*
11. **[SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine Learning Potentials ↗](https://doi.org/10.1038/s41597-022-01882-6)**Peter K. Eastman, Pavan Kumar Behara, David Dotson et al.*200 citations*
12. **[Quality control and removal of technical variation of NMR metabolic biomarker data in ~120,000 UK Biobank participants ↗](https://doi.org/10.1038/s41597-023-01949-y)**Scott C. Ritchie, Praveen Surendran, Savita Karthikeyan et al.*193 citations*
13. **[Mapping the spatial heterogeneity of global land use and land cover from 2020 to 2100 at a 1 km resolution ↗](https://doi.org/10.1038/s41597-023-02637-7)**Tianyuan Zhang, Changxiu Cheng, Xudong Wu*192 citations*
14. **[Evaluating explainability for graph neural networks ↗](https://doi.org/10.1038/s41597-023-01974-x)**Chirag Agarwal, Owen Queen, Himabindu Lakkaraju et al.*181 citations*
15. **[VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography ↗](https://doi.org/10.1038/s41597-023-02100-7)**Hieu T. Nguyen, Ha Q. Nguyen, Huy‐Hieu Pham et al.*180 citations*
16. **[PANGAEA - Data Publisher for Earth & Environmental Science ↗](https://doi.org/10.1038/s41597-023-02269-x)**Janine Felden, Lars Möller, Uwe Schindler et al.*174 citations*
17. **[A multi-centre polyp detection and segmentation dataset for generalisability assessment ↗](https://doi.org/10.1038/s41597-023-01981-y)**Sharib Ali, Debesh Jha, Noha Ghatwary et al.*167 citations*
18. **[GLORIA - A globally representative hyperspectral in situ dataset for optical sensing of water quality ↗](https://doi.org/10.1038/s41597-023-01973-y)**Moritz K. Lehmann, Daniela Gurlin, Nima Pahlevan et al.*160 citations*
19. **[A 21-year dataset (2000–2020) of gap-free global daily surface soil moisture at 1-km grid resolution ↗](https://doi.org/10.1038/s41597-023-01991-w)**Chaolei Zheng, Jia Li, Tianjie Zhao*158 citations*
20. **[Global crop-specific nitrogen fertilization dataset in 1961–2020 ↗](https://doi.org/10.1038/s41597-023-02526-z)**Wulahati Adalibieke, Xiaoqing Cui, Hongwei Cai et al.*157 citations*
21. **[Global Dam Tracker: A database of more than 35,000 dams with location, catchment, and attribute information ↗](https://doi.org/10.1038/s41597-023-02008-2)**Alice Tianbo Zhang, Vincent Xinyi Gu*137 citations*
22. **[RescueNet: A High Resolution UAV Semantic Segmentation Dataset for Natural Disaster Damage Assessment ↗](https://doi.org/10.1038/s41597-023-02799-4)**Maryam Rahnemoonfar, Tashnim Chowdhury, Robin Murphy*133 citations*
23. **[EUBUCCO v0.1: European building stock characteristics in a common and open database for 200+ million individual buildings ↗](https://doi.org/10.1038/s41597-023-02040-2)**Nikola Milojevic-Dupont, Felix Wagner, Florian Nachtigall et al.*126 citations*
24. **[SciSciNet: A large-scale open data lake for the science of science research ↗](https://doi.org/10.1038/s41597-023-02198-9)**Zihang Lin, Yian Yin, Lu Liu et al.*125 citations*
25. **[Global long term daily 1 km surface soil moisture dataset with physics informed machine learning ↗](https://doi.org/10.1038/s41597-023-02011-7)**Qianqian Han, Yijian Zeng, Lijie Zhang et al.*122 citations*
26. **[An improved global vegetation health index dataset in detecting vegetation drought ↗](https://doi.org/10.1038/s41597-023-02255-3)**Jingyu Zeng, Tao Zhou, Yanping Qu et al.*114 citations*
27. **[A Global Database of Soil Plant Available Phosphorus ↗](https://doi.org/10.1038/s41597-023-02022-4)**Richard William McDowell, Alasdair D. L. Noble, Peter Pletnyakov et al.*113 citations*
28. **[Children’s dental panoramic radiographs dataset for caries segmentation and dental disease detection ↗](https://doi.org/10.1038/s41597-023-02237-5)**Yifan Zhang, Fan Ye, Lingxiao Chen et al.*109 citations*
29. **[FracAtlas: A Dataset for Fracture Classification, Localization and Segmentation of Musculoskeletal Radiographs ↗](https://doi.org/10.1038/s41597-023-02432-4)**Iftekharul Abedeen, Md Ashiqur Rahman, Fatema Zohra Prottyasha et al.*108 citations*
30. **[A twenty-year dataset of high-resolution maize distribution in China ↗](https://doi.org/10.1038/s41597-023-02573-6)**Qiongyan Peng, Ruoque Shen, Xiangqian Li et al.*102 citations*
31. **[A Large Finer-grained Affective Computing EEG Dataset ↗](https://doi.org/10.1038/s41597-023-02650-w)**Jingjing Chen, Xiaobin Wang, Chen Huang et al.*97 citations*
32. **[Global database of cement production assets and upstream suppliers ↗](https://doi.org/10.1038/s41597-023-02599-w)**Nataliya Tkachenko, Kevin Tang, Matthew McCarten et al.*93 citations*
33. **[Digital 3D Brain MRI Arterial Territories Atlas ↗](https://doi.org/10.1038/s41597-022-01923-0)**Chin-Fu Liu, Johnny Hsu, Xin Xu et al.*92 citations*
34. **[A benchmark for machine-learning based non-invasive blood pressure estimation using photoplethysmogram ↗](https://doi.org/10.1038/s41597-023-02020-6)**Sergio González, Wan‐Ting Hsieh, Trista Pei-Chun Chen*91 citations*
35. **[FAIR for AI: An interdisciplinary and international community building perspective ↗](https://doi.org/10.1038/s41597-023-02298-6)**Eliu A. Huerta, Ben J. Blaiszik, L. Catherine Brinson et al.*91 citations*
36. **[A Chinese soil conservation dataset preventing soil water erosion from 1992 to 2019 ↗](https://doi.org/10.1038/s41597-023-02246-4)**Jialei Li, Hongbin He, Qinghua Zeng et al.*89 citations*
37. **[A guide to sharing open healthcare data under the General Data Protection Regulation ↗](https://doi.org/10.1038/s41597-023-02256-2)**Jip W T M de Kok, Miguel Ángel Armengol de la Hoz, Ymke de Jong et al.*89 citations*
38. **[FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling ↗](https://doi.org/10.1038/s41597-023-02718-7)**Xianda Chen, Meixin Zhu, Kehua Chen et al.*89 citations*
39. **[A full-body motion capture gait dataset of 138 able-bodied adults across the life span and 50 stroke survivors ↗](https://doi.org/10.1038/s41597-023-02767-y)**Tamaya Van Criekinge, Wim Saeys, Steven Truijen et al.*88 citations*
40. **[A high-resolution daily global dataset of statistically downscaled CMIP6 models for climate impact analyses ↗](https://doi.org/10.1038/s41597-023-02528-x)**Solomon H. Gebrechorkos, Julian Leyland, Louise J. Slater et al.*86 citations*
41. **[Crop Type Maps for Operational Global Agricultural Monitoring ↗](https://doi.org/10.1038/s41597-023-02047-9)**Inbal Becker‐Reshef, Brian Barker, Alyssa Kathleen Whitcraft et al.*85 citations*
42. **[Chinese diabetes datasets for data-driven machine learning ↗](https://doi.org/10.1038/s41597-023-01940-7)**Qinpei Zhao, Jinhao Zhu, Xuan Shen et al.*81 citations*
43. **[DISCOVER-EEG: an open, fully automated EEG pipeline for biomarker discovery in clinical neuroscience ↗](https://doi.org/10.1038/s41597-023-02525-0)**Cristina Gil Ávila, Felix S. Bott, Laura Tiemann et al.*81 citations*
44. **[The NOAA NCEI marine microplastics database ↗](https://doi.org/10.1038/s41597-023-02632-y)**Ebenezer S. Nyadjro, Jennifer A. B. Webster, Tim Boyer et al.*80 citations*
45. **[Comprehensive green growth indicators across countries and territories ↗](https://doi.org/10.1038/s41597-023-02319-4)**Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu, John Taden*79 citations*
46. **[The BrainLat project, a multimodal neuroimaging dataset of neurodegeneration from underrepresented backgrounds ↗](https://doi.org/10.1038/s41597-023-02806-8)**Pavel Prado, Vicente Medel, Raúl González-Gómez et al.*79 citations*
47. **[Human alterations of the global floodplains 1992–2019 ↗](https://doi.org/10.1038/s41597-023-02382-x)**Adnan Rajib, Qianjin Zheng, Charles R. Lane et al.*77 citations*
48. **[An integrated single-cell transcriptomic dataset for non-small cell lung cancer ↗](https://doi.org/10.1038/s41597-023-02074-6)**Karolina Hanna Prazanowska, Su Bin Lim*76 citations*
49. **[An open database on global coal and metal mine production ↗](https://doi.org/10.1038/s41597-023-01965-y)**Simon Jasansky, Mirko Lieber, Stefan Giljum et al.*76 citations*
50. **[A battery dataset for electric vertical takeoff and landing aircraft ↗](https://doi.org/10.1038/s41597-023-02180-5)**Alexander Bills, Shashank Sripad, William Leif Fredericks et al.*75 citations*
51. **[A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification ↗](https://doi.org/10.1038/s41597-023-02460-0)**Dequan Wang, Xiaosong Wang, Lilong Wang et al.*74 citations*
52. **[A Europe-wide inventory of citizen-led energy action with data from 29 countries and over 10,000 initiatives ↗](https://doi.org/10.1038/s41597-022-01902-5)**August Hubert Wierling, Valeria Jana Schwanitz, Jan Pedro Zeiß et al.*73 citations*
53. **[BioASQ-QA: A manually curated corpus for Biomedical Question Answering ↗](https://doi.org/10.1038/s41597-023-02068-4)**Anastasia Krithara, Anastasios Nentidis, Konstantinos Bougiatiotis et al.*73 citations*
54. **[Continuous observations of the surface energy budget and meteorology over the Arctic sea ice during MOSAiC ↗](https://doi.org/10.1038/s41597-023-02415-5)**Christopher J. Cox, Michael Gallagher, Matthew D. Shupe et al.*73 citations*
55. **[The Dresden Surgical Anatomy Dataset for Abdominal Organ Segmentation in Surgical Data Science ↗](https://doi.org/10.1038/s41597-022-01719-2)**Matthias Carstens, Franziska M. Rinner, Sebastian Bodenstedt et al.*73 citations*
56. **[Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection ↗](https://doi.org/10.1038/s41597-023-02266-0)**Debarpan Bhattacharya, Neeraj Sharma, Debottam Dutta et al.*72 citations*
57. **[Endomapper dataset of complete calibrated endoscopy procedures ↗](https://doi.org/10.1038/s41597-023-02564-7)**Pablo Azagra, Carlos Sostres, Ángel Ferrández et al.*72 citations*
58. **[A comprehensive multi-domain dataset for mitotic figure detection ↗](https://doi.org/10.1038/s41597-023-02327-4)**Marc Aubreville, Frauke Wilm, Nikolas Stathonikos et al.*71 citations*
59. **[CLIMBra - Climate Change Dataset for Brazil ↗](https://doi.org/10.1038/s41597-023-01956-z)**André S. Ballarin, Jullian Souza Sone, Gabriela Chiquito Gesualdo et al.*71 citations*
60. **[EuroCrops: The Largest Harmonized Open Crop Dataset Across the European Union ↗](https://doi.org/10.1038/s41597-023-02517-0)**Maja Schneider, Tobias Schelte, Felix Schmitz et al.*71 citations*
61. **[High-resolution CMIP6 climate projections for Ethiopia using the gridded statistical downscaling method ↗](https://doi.org/10.1038/s41597-023-02337-2)**Fasil Mequanint Rettie, Sebastian Gayler, Tobias K. D. Weber et al.*71 citations*
62. **[A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer ↗](https://doi.org/10.1038/s41597-023-02125-y)**Kexin Ding, Mu Zhou, He Wang et al.*70 citations*
63. **[Enhancing radiomics and Deep Learning systems through the standardization of medical imaging workflows ↗](https://doi.org/10.1038/s41597-023-02641-x)**Miriam Cobo, Pablo Menéndez Fernández‐Miranda, Gorka Bastarrika et al.*70 citations*
64. **[The FAIR Cookbook - the essential resource for and by FAIR doers ↗](https://doi.org/10.1038/s41597-023-02166-3)**Philippe Rocca‐Serra, Wei Gu, Vassilios Ioannidis et al.*70 citations*
65. **[Near-real-time global gridded daily CO2 emissions 2021 ↗](https://doi.org/10.1038/s41597-023-01963-0)**Xinyu Dou, Jinpyo Hong, Philippe Ciais et al.*69 citations*
66. **[A benchmark dataset for machine learning in ecotoxicology ↗](https://doi.org/10.1038/s41597-023-02612-2)**Christoph Schür, Lilian Gasser, Fernando Pérez‐Cruz et al.*68 citations*
67. **[A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata ↗](https://doi.org/10.1038/s41597-023-01951-4)**Gabriel Kasmi, Yves‐Marie Saint‐Drenan, David Trebosc et al.*66 citations*
68. **[AmeriFlux BASE data pipeline to support network growth and data sharing ↗](https://doi.org/10.1038/s41597-023-02531-2)**Housen Chu, Danielle Christianson, You-Wei Cheah et al.*66 citations*
69. **[American local government elections database ↗](https://doi.org/10.1038/s41597-023-02792-x)**Justin De Benedictis-Kessner, Diana Da In Lee, Yamil Ricardo Velez et al.*66 citations*
70. **[A dataset of low-carbon energy transition index for Chinese cities 2003–2019 ↗](https://doi.org/10.1038/s41597-023-02815-7)**Yifan Shen, Xunpeng Shi, Zhibo Zhao et al.*65 citations*
71. **[Addressing barriers in FAIR data practices for biomedical data ↗](https://doi.org/10.1038/s41597-023-01969-8)**Laura D. Hughes, Ginger Tsueng, Jack DiGiovanna et al.*65 citations*
72. **[Satellite-derived multivariate world-wide lake physical variable timeseries for climate studies ↗](https://doi.org/10.1038/s41597-022-01889-z)**Laura Carrea, Jean‐François Crétaux, Xiaohan Liu et al.*64 citations*
73. **[Dataset of mechanical properties and electrical conductivity of copper-based alloys ↗](https://doi.org/10.1038/s41597-023-02411-9)**Stéphane Gorsse, Mohamed Gouné, Wei-Chih Lin et al.*63 citations*
74. **[High resolution synthetic residential energy use profiles for the United States ↗](https://doi.org/10.1038/s41597-022-01914-1)**Swapna Thorve, Young Yun Baek, Samarth Swarup et al.*63 citations*
75. **[High-throughput computation of Raman spectra from first principles ↗](https://doi.org/10.1038/s41597-023-01988-5)**Mohammad Bagheri, Hannu‐Pekka Komsa*63 citations*
76. **[Shared metadata for data-centric materials science ↗](https://doi.org/10.1038/s41597-023-02501-8)**Luca M. Ghiringhelli, Carsten Baldauf, Tristan Bereau et al.*63 citations*
77. **[Comprehensive exploration of graphically defined reaction spaces ↗](https://doi.org/10.1038/s41597-023-02043-z)**Qiyuan Zhao, Sai Mahit Vaddadi, Michael Woulfe et al.*62 citations*
78. **[PTB-XL+, a comprehensive electrocardiographic feature dataset ↗](https://doi.org/10.1038/s41597-023-02153-8)**Nils Strodthoff, Temesgen Mehari, Claudia Nagel et al.*62 citations*
79. **[The Chinese thermal comfort dataset ↗](https://doi.org/10.1038/s41597-023-02568-3)**Liu Yang, Shengkai Zhao, Yongchao Zhai et al.*62 citations*
80. **[Aci-bench: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation ↗](https://doi.org/10.1038/s41597-023-02487-3)**Wen-wai Yim, Yujuan Fu, Asma Ben Abacha et al.*61 citations*
81. **[City-level population projection for China under different pathways from 2010 to 2100 ↗](https://doi.org/10.1038/s41597-023-02735-6)**Shangchen Zhang, Mengzhen Zhao, Zhao Liu et al.*61 citations*
82. **[Global 30 meters spatiotemporal 3D urban expansion dataset from 1990 to 2010 ↗](https://doi.org/10.1038/s41597-023-02240-w)**Tingting He, Kechao Wang, Wu Xiao et al.*61 citations*
83. **[Quantitative Mass Spectrometry Analysis of Cerebrospinal Fluid Protein Biomarkers in Alzheimer’s Disease ↗](https://doi.org/10.1038/s41597-023-02158-3)**Caroline M Watson, Eric B. Dammer, Lingyan Ping et al.*61 citations*
84. **[A global land cover training dataset from 1984 to 2020 ↗](https://doi.org/10.1038/s41597-023-02798-5)**Radost Stanimirova, Katelyn Tarrio, Konrad Turlej et al.*60 citations*
85. **[An open presurgery MRI dataset of people with epilepsy and focal cortical dysplasia type II ↗](https://doi.org/10.1038/s41597-023-02386-7)**Fabiane Schuch, Lennart Walger, Matthias Schmitz et al.*60 citations*
86. **[Chinese industrial air pollution emissions based on the continuous emission monitoring systems network ↗](https://doi.org/10.1038/s41597-023-02054-w)**Ling Tang, Min Jia, Junai Yang et al.*60 citations*
87. **[Global transmission suitability maps for dengue virus transmitted by Aedes aegypti from 1981 to 2019 ↗](https://doi.org/10.1038/s41597-023-02170-7)**Taishi C. Nakase, Marta Giovanetti, Uri Obolski et al.*60 citations*
88. **[Improved global 250 m 8-day NDVI and EVI products from 2000–2021 using the LSTM model ↗](https://doi.org/10.1038/s41597-023-02695-x)**Changhao Xiong, Han Ma, Shunlin Liang et al.*60 citations*
89. **[M4Raw: A multi-contrast, multi-repetition, multi-channel MRI k-space dataset for low-field MRI research ↗](https://doi.org/10.1038/s41597-023-02181-4)**Mengye Lyu, Lifeng Mei, Shoujin Huang et al.*60 citations*
90. **[Validated names for experimental studies on race and ethnicity ↗](https://doi.org/10.1038/s41597-023-01947-0)**Charles David Crabtree, Jae Yeon Kim, S. Michael Gaddis et al.*60 citations*
91. **[All-hazards dataset mined from the US National Incident Management System 1999–2020 ↗](https://doi.org/10.1038/s41597-023-01955-0)**Lise A. St. Denis, Karen C. Short, Kathryn McConnell et al.*59 citations*
92. **[Continental United States climate projections based on thermodynamic modification of historical weather ↗](https://doi.org/10.1038/s41597-023-02485-5)**Andrew D. Jones, Deeksha Rastogi, Pouya Vahmani et al.*59 citations*
93. **[Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications ↗](https://doi.org/10.1038/s41597-022-01898-y)**Marcel F. Hinss, Emilie Jahanpour, Bertille Somon et al.*59 citations*
94. **[Indoor UWB Positioning and Position Tracking Data Set ↗](https://doi.org/10.1038/s41597-023-02639-5)**Klemen Bregar*57 citations*
95. **[Social and moral psychology of COVID-19 across 69 countries ↗](https://doi.org/10.1038/s41597-023-02080-8)**Flávio Azevedo, Tomislav M. Pavlovic, Gabriel Gaudencio do Rêgo et al.*57 citations*
96. **[A high spatial resolution dataset of China’s biomass resource potential ↗](https://doi.org/10.1038/s41597-023-02227-7)**Rui Wang, Wenjia Cai, Le Yu et al.*56 citations*
97. **[An Online Mammography Database with Biopsy Confirmed Types ↗](https://doi.org/10.1038/s41597-023-02025-1)**Hongmin Cai, Jinhua Wang, Tingting Dan et al.*56 citations*
98. **[Global dataset of soil organic carbon in tidal marshes ↗](https://doi.org/10.1038/s41597-023-02633-x)**Tania L. Maxwell, André Rovai, María Fernanda Adame et al.*55 citations*
99. **[A large expert-curated cryo-EM image dataset for machine learning protein particle picking ↗](https://doi.org/10.1038/s41597-023-02280-2)**Ashwin Dhakal, Rajan Gyawali, Liguo Wang et al.*54 citations*
100. **[GepLiver: an integrative liver expression atlas spanning developmental stages and liver disease phases ↗](https://doi.org/10.1038/s41597-023-02257-1)**Ziteng Li, Hena Zhang, Qin Li et al.*54 citations*

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