---
title: "Scientific Data 2024 — all accepted papers — the most cited first"
description: "All 1,414 papers of Scientific Data 2024 · page 1 of 15, the most cited first; those with our summary link to it."
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---
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# Scientific Data 2024: all accepted papers

1,414 papers · page 1 of 15 · the most cited first · [← Scientific Data 2024](https://md.research.elamur.ai/free/en/venues/scientific-data/2024/)

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1. **[Refractiveindex.info database of optical constants ↗](https://doi.org/10.1038/s41597-023-02898-2)**Mikhail N. Polyanskiy*725 citations*
2. **[Exploring and retrieving sequence and metadata for species across the tree of life with NCBI Datasets ↗](https://doi.org/10.1038/s41597-024-03571-y)**Nuala A. O’Leary, Eric D. Cox, J. Bradley Holmes et al.*575 citations*
3. **[The Allen Ancient DNA Resource (AADR) a curated compendium of ancient human genomes ↗](https://doi.org/10.1038/s41597-024-03031-7)**Swapan Mallick, Adam Micco, Matthew Mah et al.*382 citations*
4. **[BCN20000: Dermoscopic Lesions in the Wild ↗](https://doi.org/10.1038/s41597-024-03387-w)**Carlos Hernández-Pérez, Marc Combalia, Sebastián Podlipnik et al.*214 citations*
5. **[A Prolonged Artificial Nighttime-light Dataset of China (1984-2020) ↗](https://doi.org/10.1038/s41597-024-03223-1)**Lixian Zhang, Zhehao Ren, Бин Чэн et al.*164 citations*
6. **[OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods ↗](https://doi.org/10.1038/s41597-024-03182-7)**Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova et al.*141 citations*
7. **[Analysis of AlphaMissense data in different protein groups and structural context ↗](https://doi.org/10.1038/s41597-024-03327-8)**Hedvig Tordai, Odalys Torres, Máté Csepi et al.*135 citations*
8. **[A 31-year (1990–2020) global gridded population dataset generated by cluster analysis and statistical learning ↗](https://doi.org/10.1038/s41597-024-02913-0)**Luling Liu, Xin Cao, Shijie Li et al.*126 citations*
9. **[The Global Dam Watch database of river barrier and reservoir information for large-scale applications ↗](https://doi.org/10.1038/s41597-024-03752-9)**Bernhard Lehner, Penny Beames, Mark P. Mulligan et al.*115 citations*
10. **[Curated benchmark dataset for ultrasound based breast lesion analysis ↗](https://doi.org/10.1038/s41597-024-02984-z)**Anna Pawłowska, Anna Ćwierz-Pieńkowska, Agnieszka Domalik et al.*114 citations*
11. **[Water footprints and crop water use of 175 individual crops for 1990–2019 simulated with a global crop model ↗](https://doi.org/10.1038/s41597-024-03051-3)**Oleksandr Mialyk, Joep F. Schyns, Martijn J. Booij et al.*113 citations*
12. **[CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection ↗](https://doi.org/10.1038/s41597-023-02847-z)**Yulin Xu, Chaojun Ouyang, Qingsong Xu et al.*111 citations*
13. **[A General Primer for Data Harmonization ↗](https://doi.org/10.1038/s41597-024-02956-3)**Cindy I-Fen Cheng, Luca Messerschmidt, Isaac Bravo et al.*106 citations*
14. **[Typical and extreme weather datasets for studying the resilience of buildings to climate change and heatwaves ↗](https://doi.org/10.1038/s41597-024-03319-8)**Anaïs Machard, Agnese Salvati, Mamak P. Tootkaboni et al.*105 citations*
15. **[Dataset for Automatic Region-based Coronary Artery Disease Diagnostics Using X-Ray Angiography Images ↗](https://doi.org/10.1038/s41597-023-02871-z)**Maxim Popov, Akmaral Amanturdieva, Nuren Zhaksylyk et al.*101 citations*
16. **[CROPGRIDS: a global geo-referenced dataset of 173 crops ↗](https://doi.org/10.1038/s41597-024-03247-7)**Fiona H. M. Tang, Thu Ha Nguyen, Giulia Conchedda et al.*97 citations*
17. **[Global CO2 uptake by cement materials accounts 1930–2023 ↗](https://doi.org/10.1038/s41597-024-04234-8)**Songbin Wu, Zi Shao, Robbie M. Andrew et al.*97 citations*
18. **[Satellite-based time-series of sea-surface temperature since 1980 for climate applications ↗](https://doi.org/10.1038/s41597-024-03147-w)**Owen Embury, Christopher J. Merchant, Simon Good et al.*96 citations*
19. **[Lumbar spine segmentation in MR images: a dataset and a public benchmark ↗](https://doi.org/10.1038/s41597-024-03090-w)**Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens et al.*95 citations*
20. **[Global annual wetland dataset at 30 m with a fine classification system from 2000 to 2022 ↗](https://doi.org/10.1038/s41597-024-03143-0)**Xiao Zhang, Liangyun Liu, Tingting Zhao et al.*93 citations*
21. **[A long-term high-resolution dataset of grasslands grazing intensity in China ↗](https://doi.org/10.1038/s41597-024-04045-x)**Daju Wang, Qiongyan Peng, Xiangqian Li et al.*90 citations*
22. **[Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models ↗](https://doi.org/10.1038/s41597-024-03073-x)**Muhammad Usman Akbar, Måns Larsson, Ida Blystad et al.*88 citations*
23. **[City-level building operation and end-use carbon emissions dataset from China for 2015–2020 ↗](https://doi.org/10.1038/s41597-024-02971-4)**Yanhui Yu, Kairui You, Weiguang Cai et al.*88 citations*
24. **[MatKG: An autonomously generated knowledge graph in Material Science ↗](https://doi.org/10.1038/s41597-024-03039-z)**Vineeth Venugopal, Elsa Olivetti*86 citations*
25. **[A global dataset of terrestrial evapotranspiration and soil moisture dynamics from 1982 to 2020 ↗](https://doi.org/10.1038/s41597-024-03271-7)**Kun Zhang, Huiling Chen, Ning Ma et al.*82 citations*
26. **[A dataset for deep learning based detection of printed circuit board surface defect ↗](https://doi.org/10.1038/s41597-024-03656-8)**Shengping Lv, Bin Ouyang, Zhihua Deng et al.*80 citations*
27. **[A comprehensive city-level final energy consumption dataset including renewable energy for China, 2005–2021 ↗](https://doi.org/10.1038/s41597-024-03529-0)**Guanglei Yang, Guoxing Zhang, Dongqin Cao et al.*79 citations*
28. **[The first global multi-timescale daily SPEI dataset from 1982 to 2021 ↗](https://doi.org/10.1038/s41597-024-03047-z)**Xuebang Liu, Shuying Yu, Zhiwei Yang et al.*78 citations*
29. **[RailFOD23: A dataset for foreign object detection on railroad transmission lines ↗](https://doi.org/10.1038/s41597-024-02918-9)**Zhichao Chen, Jie Yang, Zhicheng Feng et al.*75 citations*
30. **[China’s low-carbon policy intensity dataset from national- to prefecture-level over 2007–2022 ↗](https://doi.org/10.1038/s41597-024-03033-5)**Xinyang Dong, Can Wang, Fang Zhang et al.*73 citations*
31. **[An EEG motor imagery dataset for brain computer interface in acute stroke patients ↗](https://doi.org/10.1038/s41597-023-02787-8)**Haijie Liu, Penghu Wei, Haochong Wang et al.*72 citations*
32. **[Drought Atlas of India, 1901–2020 ↗](https://doi.org/10.1038/s41597-023-02856-y)**Dipesh Singh Chuphal, Anuj Prakash Kushwaha, Saran Aadhar et al.*72 citations*
33. **[A daily gap-free normalized difference vegetation index dataset from 1981 to 2023 in China ↗](https://doi.org/10.1038/s41597-024-03364-3)**Huiwen Li, Yue Cao, Jingfeng Xiao et al.*69 citations*
34. **[A global dataset of biochar application effects on crop yield, soil properties, and greenhouse gas emissions ↗](https://doi.org/10.1038/s41597-023-02867-9)**Xin Li, Dong Wu, Xue Liu et al.*69 citations*
35. **[A multimodal physiological dataset for driving behaviour analysis ↗](https://doi.org/10.1038/s41597-024-03222-2)**Xiaoming Tao, Dingcheng Gao, Wenqi Zhang et al.*69 citations*
36. **[Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets ↗](https://doi.org/10.1038/s41597-023-02421-7)**Chiara Marzi, Marco Giannelli, Andrea Barucci et al.*69 citations*
37. **[INSPIRE, a publicly available research dataset for perioperative medicine ↗](https://doi.org/10.1038/s41597-024-03517-4)**Leerang Lim, Hyeonhoon Lee, Hyeonhoon Lee et al.*68 citations*
38. **[RASMI: Global ranges of building material intensities differentiated by region, structure, and function ↗](https://doi.org/10.1038/s41597-024-03190-7)**Tomer Fishman, Alessio Mastrucci, Yoav Peled et al.*68 citations*
39. **[YJMob100K: City-scale and longitudinal dataset of anonymized human mobility trajectories ↗](https://doi.org/10.1038/s41597-024-03237-9)**Takahiro Yabe, Kota Tsubouchi, Toru Shimizu et al.*68 citations*
40. **[DeltaDTM: A global coastal digital terrain model ↗](https://doi.org/10.1038/s41597-024-03091-9)**Maarten Pronk, A. Hooijer, Dirk Eilander et al.*67 citations*
41. **[A 10-m national-scale map of ground-mounted photovoltaic power stations in China of 2020 ↗](https://doi.org/10.1038/s41597-024-02994-x)**Quanlong Feng, Bowen Niu, Yan Ren et al.*66 citations*
42. **[An open source knowledge graph ecosystem for the life sciences ↗](https://doi.org/10.1038/s41597-024-03171-w)**Tiffany J. Callahan, Ignacio J. Tripodi, Adrianne L. Stefanski et al.*65 citations*
43. **[The International Bathymetric Chart of the Arctic Ocean Version 5.0 ↗](https://doi.org/10.1038/s41597-024-04278-w)**Martin Jakobsson, Rezwan Mohammad, Marcus Karlsson et al.*65 citations*
44. **[SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting over a Large Turbine Array ↗](https://doi.org/10.1038/s41597-024-03427-5)**Jingbo Zhou, Xinjiang Lu, Yixiong Xiao et al.*64 citations*
45. **[PharmaBench: Enhancing ADMET benchmarks with large language models ↗](https://doi.org/10.1038/s41597-024-03793-0)**Zhangming Niu, Xianglu Xiao, Wenfan Wu et al.*62 citations*
46. **[ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset ↗](https://doi.org/10.1038/s41597-024-03496-6)**Johannes Rückert, Louise Bloch, Raphael Brüngel et al.*61 citations*
47. **[ReptTraits: a comprehensive dataset of ecological traits in reptiles ↗](https://doi.org/10.1038/s41597-024-03079-5)**Oleksandra Oskyrko, Chunrong Mi, Shai Meiri et al.*61 citations*
48. **[CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition ↗](https://doi.org/10.1038/s41597-024-03960-3)**Shing Chan, Hang Yuan, Catherine Tong et al.*59 citations*
49. **[Comprehensive battery aging dataset: capacity and impedance fade measurements of a lithium-ion NMC/C-SiO cell ↗](https://doi.org/10.1038/s41597-024-03831-x)**Matthias Luh, Thomas Blank*57 citations*
50. **[A 4 km daily gridded meteorological dataset for China from 2000 to 2020 ↗](https://doi.org/10.1038/s41597-024-04029-x)**Jielin Zhang, Bo Liu, Siqing Ren et al.*56 citations*
51. **[A comprehensive dataset for digital restoration of Dunhuang murals ↗](https://doi.org/10.1038/s41597-024-03785-0)**Zishan Xu, Yuqing Yang, Qianzhen Fang et al.*56 citations*
52. **[A global annual simulated VIIRS nighttime light dataset from 1992 to 2023 ↗](https://doi.org/10.1038/s41597-024-04228-6)**Xiuxiu Chen, Zeyu Wang, Feng Zhang et al.*56 citations*
53. **[How accurate are existing land cover maps for agriculture in Sub-Saharan Africa? ↗](https://doi.org/10.1038/s41597-024-03306-z)**Hannah Kerner, Catherine Nakalembe, Adam Yang et al.*56 citations*
54. **[A dataset of recorded electricity outages by United States county 2014–2022 ↗](https://doi.org/10.1038/s41597-024-03095-5)**Christa M. Brelsford, Sarah A. Tennille, Aaron Myers et al.*55 citations*
55. **[ModE-RA: a global monthly paleo-reanalysis of the modern era 1421 to 2008 ↗](https://doi.org/10.1038/s41597-023-02733-8)**Veronika Valler, Jörg Franke, Yuri Brugnara et al.*55 citations*
56. **[NuInsSeg: A fully annotated dataset for nuclei instance segmentation in H&E-stained histological images ↗](https://doi.org/10.1038/s41597-024-03117-2)**Amirreza Mahbod, Christine Polak, Katharina Feldmann et al.*55 citations*
57. **[A dataset for multi-faceted analysis of electric vehicle charging transactions ↗](https://doi.org/10.1038/s41597-024-02942-9)**Keon Baek, Eunjung Lee, Jinho Kim*54 citations*
58. **[Will we ever be able to accurately predict solubility? ↗](https://doi.org/10.1038/s41597-024-03105-6)**Pierre Llompart, Claire Minoletti, Shamkhal Baybekov et al.*54 citations*
59. **[A database on the abundance of environmental antibiotic resistance genes ↗](https://doi.org/10.1038/s41597-024-03084-8)**Wenjuan Xu, Zhizhen Pan, Yang-Yu Wu et al.*53 citations*
60. **[An update of skin permeability data based on a systematic review of recent research ↗](https://doi.org/10.1038/s41597-024-03026-4)**Lisa Chedik, Shamkhal Baybekov, Frédéric Cosnier et al.*53 citations*
61. **[MultiSenseBadminton: Wearable Sensor–Based Biomechanical Dataset for Evaluation of Badminton Performance ↗](https://doi.org/10.1038/s41597-024-03144-z)**Minwoo Seong, Gwangbin Kim, Dohyeon Yeo et al.*53 citations*
62. **[An annotated street view image dataset for automated road damage detection ↗](https://doi.org/10.1038/s41597-024-03263-7)**Miao Ren, Xianfeng Zhang, Xiaobo Zhi et al.*52 citations*
63. **[Annual winter wheat mapping dataset in China from 2001 to 2020 ↗](https://doi.org/10.1038/s41597-024-04065-7)**Jie Dong, Zhouye Pang, Yangyang Fu et al.*52 citations*
64. **[GLObal Building heights for Urban Studies (UT-GLOBUS) for city- and street- scale urban simulations: Development and first applications ↗](https://doi.org/10.1038/s41597-024-03719-w)**Harsh Kamath, Manmeet Singh, Neetiraj Malviya et al.*51 citations*
65. **[HiMIC-Monthly: A 1 km high-resolution atmospheric moisture index collection over China, 2003–2020 ↗](https://doi.org/10.1038/s41597-024-03230-2)**Hui Zhang, Ming Luo, Wenfeng Zhan et al.*51 citations*
66. **[Multi-resolution gridded maps of vegetation structure from GEDI ↗](https://doi.org/10.1038/s41597-024-03668-4)**Patrick Burns, Christopher R. Hakkenberg, S. J. Goetz*51 citations*
67. **[Reconstruction of all-sky daily air temperature datasets with high accuracy in China from 2003 to 2022 ↗](https://doi.org/10.1038/s41597-024-03980-z)**Min Wang, Jing Wei, Xiaodong Wang et al.*51 citations*
68. **[The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection ↗](https://doi.org/10.1038/s41597-024-03743-w)**Nicholas R. Kurtansky, Brian M. D’Alessandro, Maura C. Gillis et al.*50 citations*
69. **[Human pathogen nucleic acids in wastewater solids from 191 wastewater treatment plants in the United States ↗](https://doi.org/10.1038/s41597-024-03969-8)**Alexandria B B Boehm, Marlene K. Wolfe, Amanda Bidwell et al.*49 citations*
70. **[A global dataset of publicly available dengue case count data ↗](https://doi.org/10.1038/s41597-024-03120-7)**Joseph Clarke, Ahyoung Lim, Pratik Rajan Gupte et al.*46 citations*
71. **[CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images ↗](https://doi.org/10.1038/s41597-024-03358-1)**Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla et al.*46 citations*
72. **[Enhanced U-Pb detrital zircon, Lu-Hf zircon, δ18O zircon, and Sm-Nd whole rock global databases ↗](https://doi.org/10.1038/s41597-023-02902-9)**Stephen J. Puetz, Christopher J. Spencer, Kent C. Condie et al.*46 citations*
73. **[Global urban and rural settlement dataset from 2000 to 2020 ↗](https://doi.org/10.1038/s41597-024-04195-y)**Zhitao Liu, Sheng Huang, Chuanglin Fang et al.*46 citations*
74. **[PSFHS: Intrapartum ultrasound image dataset for AI-based segmentation of pubic symphysis and fetal head ↗](https://doi.org/10.1038/s41597-024-03266-4)**Gaowen Chen, Jieyun Bai, Zhanhong Ou et al.*46 citations*
75. **[Preoperative CT and survival data for patients undergoing resection of colorectal liver metastases ↗](https://doi.org/10.1038/s41597-024-02981-2)**Amber L. Simpson, Jacob Peoples, John M. Creasy et al.*46 citations*
76. **[ReMIND: The Brain Resection Multimodal Imaging Database ↗](https://doi.org/10.1038/s41597-024-03295-z)**Parikshit Juvekar, Reuben Dorent, Fryderyk Kögl et al.*46 citations*
77. **[Annual 30-m maps of global grassland class and extent (2000–2022) based on spatiotemporal Machine Learning ↗](https://doi.org/10.1038/s41597-024-04139-6)**Leandro Parente, Lindsey Sloat, Vinícius Vieira Mesquita et al.*44 citations*
78. **[Microbial co-occurrence network demonstrates spatial and climatic trends for global soil diversity ↗](https://doi.org/10.1038/s41597-024-03528-1)**Nikolaos Pechlivanis, Georgios Karakatsoulis, Konstantinos Kyritsis et al.*44 citations*
79. **[A regionally refined quarter-degree global atmospheric rivers database based on ERA5 ↗](https://doi.org/10.1038/s41597-024-03258-4)**Bin Guan, Duane Edward Waliser*43 citations*
80. **[European Union crop map 2022: Earth observation’s 10-meter dive into Europe’s crop tapestry ↗](https://doi.org/10.1038/s41597-024-03884-y)**Babak Ghassemi, Emma Izquierdo‐Verdiguier, Astrid Verhegghen et al.*43 citations*
81. **[REAL-Colon: A dataset for developing real-world AI applications in colonoscopy ↗](https://doi.org/10.1038/s41597-024-03359-0)**Carlo Biffi, Giulio Antonelli, Sebastian Bernhofer et al.*43 citations*
82. **[mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics ↗](https://doi.org/10.1038/s41597-024-04140-z)**Antonio Mirarchi, Toni Giorgino A, Gianni De Fabritiis*43 citations*
83. **[Comprehensive Dataset on Electrical Load Profiles for Energy Community in Ireland ↗](https://doi.org/10.1038/s41597-024-03454-2)**Rohit Trivedi, Mohamed Bahloul, Aziz Saif et al.*41 citations*
84. **[Labeled temperate hardwood tree stomatal image datasets from seven taxa of Populus and 17 hardwood species ↗](https://doi.org/10.1038/s41597-023-02657-3)**Jiaxin Wang, Heidi J. Renninger, Qin Ma*40 citations*
85. **[A Dataset for Detection and Segmentation of Underwater Marine Debris in Shallow Waters ↗](https://doi.org/10.1038/s41597-024-03759-2)**Antun Ðuraš, Ben J. Wolf, Athina Ilioudi et al.*39 citations*
86. **[A deep learning dataset for metal multiaxial fatigue life prediction ↗](https://doi.org/10.1038/s41597-024-03862-4)**Shuonan Chen, Yongtao Bai, Xuhong Zhou et al.*39 citations*
87. **[A road surface reconstruction dataset for autonomous driving ↗](https://doi.org/10.1038/s41597-024-03261-9)**Tong Zhao, Yichen Xie, Mingyu Ding et al.*39 citations*
88. **[Globe-LFMC 2.0, an enhanced and updated dataset for live fuel moisture content research ↗](https://doi.org/10.1038/s41597-024-03159-6)**Marta Yebra, Gianluca Scortechini, Karine R. M. Adeline et al.*39 citations*
89. **[A global dataset on phosphorus in agricultural soils ↗](https://doi.org/10.1038/s41597-023-02751-6)**Bruno Ringeval, Joséphine Demay, Daniel Sebastian Goll et al.*38 citations*
90. **[Dataset for quantum-mechanical exploration of conformers and solvent effects in large drug-like molecules ↗](https://doi.org/10.1038/s41597-024-03521-8)**Leonardo Rafael Medrano Sandonas, Dries Van Rompaey, Alessio Fallani et al.*38 citations*
91. **[Ethnicity data resource in population-wide health records: completeness, coverage and granularity of diversity ↗](https://doi.org/10.1038/s41597-024-02958-1)**Marta Pineda Moncusí, Freya Allery, Antonella Delmestri et al.*38 citations*
92. **[Harmonized diffusion MRI data and white matter measures from the Adolescent Brain Cognitive Development Study ↗](https://doi.org/10.1038/s41597-024-03058-w)**Suheyla Cetin Karayumak, Fan Zhang, Ryan Zurrin et al.*38 citations*
93. **[National-scale 10-m maps of cropland use intensity in China during 2018–2023 ↗](https://doi.org/10.1038/s41597-024-03456-0)**Bingwen Qiu, Baoli Liu, Zhenghong Tang et al.*38 citations*
94. **[A database of mapped global fishing activity 1950–2017 ↗](https://doi.org/10.1038/s41597-023-02824-6)**Yannick Rousseau, Julia L. Blanchard, Camilla Novaglio et al.*37 citations*
95. **[Chromosome-level genome assemblies of Nicotiana tabacum, Nicotiana sylvestris, and Nicotiana tomentosiformis ↗](https://doi.org/10.1038/s41597-024-02965-2)**Nicolas Sierro, Mehdi Auberson, Rémi Dulize et al.*37 citations*
96. **[In-Situ Characterization of Cathode Catalyst Degradation in PEM Fuel Cells ↗](https://doi.org/10.1038/s41597-024-03662-w)**Patrick Schneider, Anne-Christine Scherzer, Linda Ney et al.*37 citations*
97. **[National-scale remotely sensed lake trophic state from 1984 through 2020 ↗](https://doi.org/10.1038/s41597-024-02921-0)**Michael F. Meyer, Simon Topp, Tyler V. King et al.*37 citations*
98. **[A dataset of oracle characters for benchmarking machine learning algorithms ↗](https://doi.org/10.1038/s41597-024-02933-w)**Mei Wang, Weihong Deng*36 citations*
99. **[A high-resolution satellite-based solar-induced chlorophyll fluorescence dataset for China from 2000 to 2022 ↗](https://doi.org/10.1038/s41597-024-04101-6)**Shiyu Tao, Jing M. Chen, Zhaoying Zhang et al.*36 citations*
100. **[Dataset of the suitability of major food crops in Africa under climate change ↗](https://doi.org/10.1038/s41597-024-03118-1)**Abel Chemura, Stephanie Gleixner, Christoph Gornott*36 citations*

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