---
title: "Scientific Data 2023 — all accepted papers, page 5"
description: "All 899 papers of Scientific Data 2023 · page 5 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 5 of 9 · the most cited first · [← Scientific Data 2023](https://md.research.elamur.ai/free/en/venues/scientific-data/2023/)

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401. **[Georectified polygon database of ground-mounted large-scale solar photovoltaic sites in the United States ↗](https://doi.org/10.1038/s41597-023-02644-8)**K. Sydny Fujita, Zachary H. Ancona, Louisa A. Kramer et al.*18 citations*
402. **[Gridded material stocks in China based on geographical and geometric configurations of the built-environment ↗](https://doi.org/10.1038/s41597-023-02830-8)**Jian Yuan Sun, Tao Wang, Nanxi Jiang et al.*18 citations*
403. **[Harmonized and Open Energy Dataset for Modeling a Highly Renewable Brazilian Power System ↗](https://doi.org/10.1038/s41597-023-01992-9)**Deng Ying, Karl‐Kiên Cao, Wenxuan Hu et al.*18 citations*
404. **[Magnetic resonance imaging datasets with anatomical fiducials for quality control and registration ↗](https://doi.org/10.1038/s41597-023-02330-9)**Alaa Taha, Greydon Gilmore, Mohamad Abbass et al.*18 citations*
405. **[Monitoring of carbon-water fluxes at Eurasian meteorological stations using random forest and remote sensing ↗](https://doi.org/10.1038/s41597-023-02473-9)**Mingjuan Xie, Xiaofei Ma, Yuangang Wang et al.*18 citations*
406. **[PolLimCrop, a global dataset of pollen limitation in crops ↗](https://doi.org/10.1038/s41597-023-02797-6)**Catarina Siopa, Helena Castro, João Loureiro et al.*18 citations*
407. **[ReCANVo: A database of real-world communicative and affective nonverbal vocalizations ↗](https://doi.org/10.1038/s41597-023-02405-7)**Kristina T. Johnson, Jaya Narain, Thomas Francis Quatieri et al.*18 citations*
408. **[Single-nucleus transcriptomic mapping of blast-induced traumatic brain injury in mice hippocampus ↗](https://doi.org/10.1038/s41597-023-02552-x)**Lingxuan Zhang, Qiuyun Yang, Ruixuan Yuan et al.*18 citations*
409. **[Three-Dimensional Motion Capture Data of a Movement Screen from 183 Athletes ↗](https://doi.org/10.1038/s41597-023-02082-6)**Xiong Zhao, Gwyneth B. Ross, Brittany Dowling et al.*18 citations*
410. **[User-focused evaluation of National Ecological Observatory Network streamflow estimates ↗](https://doi.org/10.1038/s41597-023-01983-w)**Spencer Rhea, Nick Gubbins, Amanda Gay DelVecchia et al.*18 citations*
411. **[A Chinese Face Dataset with Dynamic Expressions and Diverse Ages Synthesized by Deep Learning ↗](https://doi.org/10.1038/s41597-023-02701-2)**Shangfeng Han, Yanliang Guo, Xinyi Zhou et al.*17 citations*
412. **[Automatic segmentation framework of X-Ray tomography data for multi-phase rock using Swin Transformer approach ↗](https://doi.org/10.1038/s41597-023-02734-7)**Hao Chen, Xiaoqi Cao, Xiyan Zhang et al.*17 citations*
413. **[ChoCo: a Chord Corpus and a Data Transformation Workflow for Musical Harmony Knowledge Graphs ↗](https://doi.org/10.1038/s41597-023-02410-w)**Jacopo de Berardinis, Albert Meroño-Peñuela, Andrea Poltronieri et al.*17 citations*
414. **[Chromosome level genome assembly of colored calla lily (Zantedeschia elliottiana) ↗](https://doi.org/10.1038/s41597-023-02516-1)**Yi Wang, Tuo Yang, Di Wang et al.*17 citations*
415. **[Database of segmentations and surface models of bones of the entire lower body created from cadaver CT scans ↗](https://doi.org/10.1038/s41597-023-02669-z)**Maximilian C. M. Fischer*17 citations*
416. **[DrugMechDB: A Curated Database of Drug Mechanisms ↗](https://doi.org/10.1038/s41597-023-02534-z)**Adriana Carolina Gonzalez-Cavazos, Anna Tańska, Michael Mayers et al.*17 citations*
417. **[Familydemic Cross Country and Gender Dataset on work and family outcomes during COVID-19 pandemic ↗](https://doi.org/10.1038/s41597-022-01880-8)**Anna Kurowská, Ilyar Heydari Barardehi, Sylvia Fuller et al.*17 citations*
418. **[Greenhouse gas emissions from U.S. crude oil pipeline accidents: 1968 to 2020 ↗](https://doi.org/10.1038/s41597-023-02478-4)**Hongfang Lü, Zhao‐Dong Xu, Kaihui Song et al.*17 citations*
419. **[High-resolution maps of critical loads for sulfur and nitrogen in China ↗](https://doi.org/10.1038/s41597-023-02178-z)**Xiaodong Ge, Qian Yu, Lei Duan et al.*17 citations*
420. **[Hyperspectral images of grapevine leaves including healthy leaves and leaves with biotic and abiotic symptoms ↗](https://doi.org/10.1038/s41597-023-02642-w)**Maxime Ryckewaert, Daphné Heran, Jean-Philippe Trani et al.*17 citations*
421. **[NeuMa - the absolute Neuromarketing dataset en route to an holistic understanding of consumer behaviour ↗](https://doi.org/10.1038/s41597-023-02392-9)**Kostas Georgiadis, Fotis P. Kalaganis, Kyriakos Riskos et al.*17 citations*
422. **[Observation based climatology Martian atmospheric waves perturbation Datasets ↗](https://doi.org/10.1038/s41597-022-01909-y)**Jie Zhang, Qianqian Ji, Zheng Sheng et al.*17 citations*
423. **[PLEIAData: consumption, HVAC, temperature, weather and motion sensor data for smart buildings applications ↗](https://doi.org/10.1038/s41597-023-02023-3)**Antonio Martínez Ibarra, Aurora González-Vidal, Antonio Skármeta*17 citations*
424. **[Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis ↗](https://doi.org/10.1038/s41597-023-02512-5)**Guangyu Guo, Liyuan Fan, Yingxue Yan et al.*17 citations*
425. **[Solar active region magnetogram image dataset for studies of space weather ↗](https://doi.org/10.1038/s41597-023-02628-8)**Laura E. Boucheron, Ty Vincent, Jeremy A. Grajeda et al.*17 citations*
426. **[Towards understanding policy design through text-as-data approaches: The policy design annotations (POLIANNA) dataset ↗](https://doi.org/10.1038/s41597-023-02801-z)**Sebastian Sewerin, Lynn H. Kaack, Joel Küttel et al.*17 citations*
427. **[A Comprehensive dataset for Australian mine production 1799 to 2021 ↗](https://doi.org/10.1038/s41597-023-02275-z)**Gavin M. Mudd*16 citations*
428. **[A Non-Laboratory Gait Dataset of Full Body Kinematics and Egocentric Vision ↗](https://doi.org/10.1038/s41597-023-01932-7)**Abhishek Sharma, Vijeth Rai, Melissa Calvert et al.*16 citations*
429. **[A brain MRI dataset and baseline evaluations for tumor recurrence prediction after Gamma Knife radiotherapy ↗](https://doi.org/10.1038/s41597-023-02683-1)**Yibin Wang, William Neil Duggar, David Michael Caballero et al.*16 citations*
430. **[A distributable German clinical corpus containing cardiovascular clinical routine doctor’s letters ↗](https://doi.org/10.1038/s41597-023-02128-9)**Phillip Richter-Pechanski, Philipp Wiesenbach, Dominic M. Schwab et al.*16 citations*
431. **[A genomic data archive from the Network for Pancreatic Organ donors with Diabetes ↗](https://doi.org/10.1038/s41597-023-02244-6)**Daniel J. Perry, Melanie R. Shapiro, Sonya W. Chamberlain et al.*16 citations*
432. **[An annotated grain kernel image database for visual quality inspection ↗](https://doi.org/10.1038/s41597-023-02660-8)**Lei Fan, Yiwen Ding, Dongdong Fan et al.*16 citations*
433. **[An inventory of native-alien populations in South Africa ↗](https://doi.org/10.1038/s41597-023-02119-w)**Takalani Nelufule, Mark P. Robertson, John Ross Wilson et al.*16 citations*
434. **[Conductivity experiments for electrolyte formulations and their automated analysis ↗](https://doi.org/10.1038/s41597-023-01936-3)**Fuzhan Rahmanian, Monika Vogler, Christian Wölke et al.*16 citations*
435. **[Cross-platform dataset of multiplex fluorescent cellular object image annotations ↗](https://doi.org/10.1038/s41597-023-02108-z)**Nathaniel Aleynick, Yanyun Li, Yubin Xie et al.*16 citations*
436. **[Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center ↗](https://doi.org/10.1038/s41597-023-01952-3)**Senjun Jin, Lin Chen, Kun Chen et al.*16 citations*
437. **[FAIR EVA: Bringing institutional multidisciplinary repositories into the FAIR picture ↗](https://doi.org/10.1038/s41597-023-02652-8)**Fernando Aguilar, Isabel Bernal*16 citations*
438. **[IRIDIA-AF, a large paroxysmal atrial fibrillation long-term electrocardiogram monitoring database ↗](https://doi.org/10.1038/s41597-023-02621-1)**Cédric Gilon, Jean-Marie Grégoire, Marianne Mathieu et al.*16 citations*
439. **[Long-term gridded land evapotranspiration reconstruction using Deep Forest with high generalizability ↗](https://doi.org/10.1038/s41597-023-02822-8)**Qiaomei Feng, Junyong Shen, Feng Yang et al.*16 citations*
440. **[Multi-omic atlas of the parahippocampal gyrus in Alzheimer’s disease ↗](https://doi.org/10.1038/s41597-023-02507-2)**Claire Coleman, Minghui Wang, Erming Wang et al.*16 citations*
441. **[Multi-view emotional expressions dataset using 2D pose estimation ↗](https://doi.org/10.1038/s41597-023-02551-y)**Mingming Zhang, Yanan Zhou, Xinye Xu et al.*16 citations*
442. **[Multimodal neuroimaging data from a 5-week heart rate variability biofeedback randomized clinical trial ↗](https://doi.org/10.1038/s41597-023-02396-5)**Hyun Joo Yoo, Kaoru Nashiro, Jungwon Min et al.*16 citations*
443. **[Specimen, biological structure, and spatial ontologies in support of a Human Reference Atlas ↗](https://doi.org/10.1038/s41597-023-01993-8)**Bruce W. Herr, Josef Hardi, Ellen M. Quardokus et al.*16 citations*
444. **[The floodplain inundation history of the Murray-Darling Basin through two-monthly maximum water depth maps ↗](https://doi.org/10.1038/s41597-023-02559-4)**Dave Penton, Jin Teng, Catherine Ticehurst et al.*16 citations*
445. **[The shape parameters of coal and gangue particles derived from 3D scanning ↗](https://doi.org/10.1038/s41597-023-02019-z)**Daolong Yang, Jinjing Tang, Ningning Hu et al.*16 citations*
446. **[Two long read-based genome assembly and annotation of polyploidy woody plants, Hibiscus syriacus L. using PacBio and Nanopore platforms ↗](https://doi.org/10.1038/s41597-023-02631-z)**Hyunjin Koo, Gir-Won Lee, Seo-Rin Ko et al.*16 citations*
447. **[A future for digital public goods for monitoring SDG indicators ↗](https://doi.org/10.1038/s41597-023-02803-x)**Dong Liang, Huadong Guo, Stefano Nativi et al.*15 citations*
448. **[A global dataset of sequence, diversity and biosafety recommendation of arbovirus and arthropod-specific virus ↗](https://doi.org/10.1038/s41597-023-02226-8)**Ying Huang, Shunlong Wang, Hong Liu et al.*15 citations*
449. **[AtOM, an ontology model to standardize use of brain atlases in tools, workflows, and data infrastructures ↗](https://doi.org/10.1038/s41597-023-02389-4)**Heidi Kleven, Tom Gillespie, Lyuba Zehl et al.*15 citations*
450. **[Chinese electricity-focused input-output dataset with detailed coal power and alternative energy for 2018 ↗](https://doi.org/10.1038/s41597-023-02466-8)**Yunsong Liang, Yuning Zhang, Yanhua Wang et al.*15 citations*
451. **[Chromosomal level genome assembly of medicinal plant Sophora flavescens ↗](https://doi.org/10.1038/s41597-023-02490-8)**Zhipeng Qu, Wei Wang, David L. Adelson*15 citations*
452. **[City-scale synthetic individual-level vehicle trip data ↗](https://doi.org/10.1038/s41597-023-01997-4)**Guilong Li, Yixian Chen, Yimin Wang et al.*15 citations*
453. **[Data and Tools Integration in the Canadian Open Neuroscience Platform ↗](https://doi.org/10.1038/s41597-023-01946-1)**Jean‐Baptiste Poline, Samir Das, Tristan Glatard et al.*15 citations*
454. **[Dataset for Fracture and Impact Toughness of High-Entropy Alloys ↗](https://doi.org/10.1038/s41597-022-01911-4)**Xuesong Fan, Shiyi Chen, Baldur Steingrimsson et al.*15 citations*
455. **[Dataset on child vaccination in Brazil from 1996 to 2021 ↗](https://doi.org/10.1038/s41597-023-01939-0)**Patrícia de Moraes Mello Boccolini, Cristiano Siqueira Boccolini, Laís de Almeida Relvas-Brandt et al.*15 citations*
456. **[De novo transcriptome assembly and annotation for gene discovery in Salamandra salamandra at the larval stage ↗](https://doi.org/10.1038/s41597-023-02217-9)**Pietro Libro, Andrea Chiocchio, Erika De Rysky et al.*15 citations*
457. **[Harmonized geospatial data to support infrastructure siting feasibility planning for energy system transitions ↗](https://doi.org/10.1038/s41597-023-02694-y)**Chris Vernon, Kendall Mongird, Kristian D. Nelson et al.*15 citations*
458. **[HerpSexDet: the herpetological database of sex determination and sex reversal ↗](https://doi.org/10.1038/s41597-023-02268-y)**Edina Nemesházi, Veronika Bókony*15 citations*
459. **[High-density Surface and Intramuscular EMG Data from the Tibialis Anterior During Dynamic Contractions ↗](https://doi.org/10.1038/s41597-023-02114-1)**J. Cortney Bradford, Andrew J. Tweedell, Logan Leahy*15 citations*
460. **[High-resolution gridded population datasets for Latin America and the Caribbean using official statistics ↗](https://doi.org/10.1038/s41597-023-02305-w)**Tom McKeen, Maksym Bondarenko, David Kerr et al.*15 citations*
461. **[Improved chromosome-level genome assembly of Indian sandalwood (Santalum album) ↗](https://doi.org/10.1038/s41597-023-02849-x)**Xinhua Zhang, Mingzhi Li, Zhan Bian et al.*15 citations*
462. **[Mutational signatures reveal mutual exclusivity of homologous recombination and mismatch repair deficiencies in colorectal and stomach tumors ↗](https://doi.org/10.1038/s41597-023-02331-8)**Amir Farmanbar, ROBERT W. KNELLER, Sanaz Firouzi*15 citations*
463. **[Plot-level estimates of aboveground biomass and soil organic carbon stocks from Nepal’s forest inventory ↗](https://doi.org/10.1038/s41597-023-02314-9)**Shiva Khanal, Matthias M. Boer*15 citations*
464. **[SRAM-Based PUF Readouts ↗](https://doi.org/10.1038/s41597-023-02225-9)**Sergio Vinagrero Gutiérrez, Honorio Martín, Alice De Bignicourt et al.*15 citations*
465. **[Single-cell RNA sequencing of murine hearts for studying the development of the cardiac conduction system ↗](https://doi.org/10.1038/s41597-023-02333-6)**Huiying Ren, Xiaolin Zhou, Jun Yang et al.*15 citations*
466. **[Transcriptional profiling of early differentiation of primary human mesenchymal stem cells into chondrocytes ↗](https://doi.org/10.1038/s41597-023-02686-y)**Thomas Schwarzl, Andrea Keogh, Georgina Shaw et al.*15 citations*
467. **[Two decades of fumigation data from the Soybean Free Air Concentration Enrichment facility ↗](https://doi.org/10.1038/s41597-023-02118-x)**Elise Kole Aspray, Timothy A. Mies, Jesse A. McGrath et al.*15 citations*
468. **[3D surgical instrument collection for computer vision and extended reality ↗](https://doi.org/10.1038/s41597-023-02684-0)**Gijs Luijten, Christina Gsaxner, Jianning Li et al.*14 citations*
469. **[A WAV file dataset of bottlenose dolphin whistles, clicks, and pulse sounds during trawling interactions ↗](https://doi.org/10.1038/s41597-023-02547-8)**Francesco Di Nardo, Rocco De Marco, Alessandro Lucchetti et al.*14 citations*
470. **[A chromosome-level genome assembly of tomato pinworm, Tuta absoluta ↗](https://doi.org/10.1038/s41597-023-02299-5)**Ying Liu, Xi Chen, Yanqiong Yin et al.*14 citations*
471. **[A draft genome assembly of reef-building octocoral Heliopora coerulea ↗](https://doi.org/10.1038/s41597-023-02291-z)**Jack Chi‐Ho Ip, Ming-Hay Ho, Benny K. K. Chan et al.*14 citations*
472. **[A large-scale LC-MS dataset of murine liver proteome from time course of heavy water metabolic labeling ↗](https://doi.org/10.1038/s41597-023-02537-w)**Henock M. Deberneh, Doaa Reda Abdelrahman, Sunil Kumar Verma et al.*14 citations*
473. **[A literature-derived dataset on risk factors for dry eye disease ↗](https://doi.org/10.1038/s41597-023-01931-8)**Wanju Yang, Kuiliang Yang, Yumiao Pan et al.*14 citations*
474. **[A multi-omic resource of wheat seed tissues for nutrient deposition and improvement for human health ↗](https://doi.org/10.1038/s41597-023-02133-y)**Jingjing Zhi, Jian Zeng, Yaqiong Wang et al.*14 citations*
475. **[A pre-failure narrow concrete cracks dataset for engineering structures damage classification and segmentation ↗](https://doi.org/10.1038/s41597-023-02839-z)**Karolina Tomaszkiewicz, Tomasz Owerko*14 citations*
476. **[An ocean front dataset for the Mediterranean sea and southwest Indian ocean ↗](https://doi.org/10.1038/s41597-023-02615-z)**Floriane Sudre, Ismael Hernández‐Carrasco, Camille Mazoyer et al.*14 citations*
477. **[DOES - A multimodal dataset for supervised and unsupervised analysis of steel scrap ↗](https://doi.org/10.1038/s41597-023-02662-6)**Michael Schäfer, Ulrike Faltings, Björn Glaser*14 citations*
478. **[Emissions of pesticides in the European Union: a new regional-level dataset ↗](https://doi.org/10.1038/s41597-023-02753-4)**Ángel Udías, Francesco Galimberti, Chiara Dorati et al.*14 citations*
479. **[Europe PMC annotated full-text corpus for gene/proteins, diseases and organisms ↗](https://doi.org/10.1038/s41597-023-02617-x)**Xiao Jing Yang, Shyamasree Saha, Aravind Venkatesan et al.*14 citations*
480. **[Extension and update of multiscale monthly household carbon footprint in Japan from 2011 to 2022 ↗](https://doi.org/10.1038/s41597-023-02329-2)**Liqiao Huang, Sebastián Montagna, Yi Wu et al.*14 citations*
481. **[Flow dynamics in rivers with riffle-pool morphology: a dataset from case studies and field experiments ↗](https://doi.org/10.1038/s41597-023-02370-1)**Oleksandra O. Shumilova, Alexander N. Sukhodolov*14 citations*
482. **[Gap-free genome assembly of Salangid icefish Neosalanx taihuensis ↗](https://doi.org/10.1038/s41597-023-02677-z)**Yanfeng Zhou, Xizhao Zhang, Jianbo Jian et al.*14 citations*
483. **[Genome assembly of the ectoparasitoid wasp Theocolax elegans ↗](https://doi.org/10.1038/s41597-023-02067-5)**Shan Xiao, Xinhai Ye, Shuping Wang et al.*14 citations*
484. **[Gridded Datasets for Japan: Total, Male, and Female Populations from 2001–2020 ↗](https://doi.org/10.1038/s41597-023-01989-4)**Chao Li, Shunsuke Managi*14 citations*
485. **[HANDdata – first-person dataset including proximity and kinematics measurements from reach-to-grasp actions ↗](https://doi.org/10.1038/s41597-023-02313-w)**Enzo Mastinu, Anna Coletti, Samir Hussein Ali Mohammad et al.*14 citations*
486. **[Hourly emissions of air pollutants and greenhouse gases from open biomass burning in China during 2016–2020 ↗](https://doi.org/10.1038/s41597-023-02541-0)**Yuanqian Xu, Zhijiong Huang, Jiashu Ye et al.*14 citations*
487. **[Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites ↗](https://doi.org/10.1038/s41597-023-02062-w)**Kareem A. Wahid, Diana Lin, Onur Sahin et al.*14 citations*
488. **[Measuring Subnational Trade Competitiveness ↗](https://doi.org/10.1038/s41597-023-02205-z)**Robert Alexander Huber, Yannick Stiller, Andreas Dür*14 citations*
489. **[Meta-analysis of single-cell and single-nucleus transcriptomics reveals kidney cell type consensus signatures ↗](https://doi.org/10.1038/s41597-023-02209-9)**Marceau Quatredeniers, Alice S. Serafin, Alexandre Benmerah et al.*14 citations*
490. **[One high quality genome and two transcriptome datasets for new species of Mantamonas, a deep-branching eukaryote clade ↗](https://doi.org/10.1038/s41597-023-02488-2)**Jazmín Blaz, Luis Javier Galindo, Aaron A. Heiss et al.*14 citations*
491. **[OpCitance: Citation contexts identified from the PubMed Central open access articles ↗](https://doi.org/10.1038/s41597-023-02134-x)**Tzu‐Kun Hsiao, Vetle I. Torvik*14 citations*
492. **[Policy relevant health related liveability indicator datasets for addresses in Australia’s 21 largest cities ↗](https://doi.org/10.1038/s41597-023-02013-5)**Carl Higgs, Melanie Lowe, Paula Hooper et al.*14 citations*
493. **[SC2EGSet: StarCraft II Esport Replay and Game-state Dataset ↗](https://doi.org/10.1038/s41597-023-02510-7)**Andrzej Białecki, Natalia Jakubowska, Paweł Dobrowolski et al.*14 citations*
494. **[The chromosome-level genome of Cherax quadricarinatus ↗](https://doi.org/10.1038/s41597-023-02124-z)**Honglin Chen, Rui Zhang, Feng Liu et al.*14 citations*
495. **[1 km-resolution gridded dataset of phosphorus rate for rice wheat and maize in China over 2004–2016 ↗](https://doi.org/10.1038/s41597-023-02283-z)**Wenmeng Zhang, Tianyi Zhang, Xiaoguang Yang*13 citations*
496. **[A Dementia mortality rates dataset in Italy (2012–2019) ↗](https://doi.org/10.1038/s41597-023-02461-z)**Alessandro Fania, Alfonso Monaco, Nicola Amoroso et al.*13 citations*
497. **[A Large Ensemble Global Dataset for Climate Impact Assessments ↗](https://doi.org/10.1038/s41597-023-02708-9)**Xiang Yu Gao, Andrei Sokolov, Courtney Adam Schlosser*13 citations*
498. **[A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models ↗](https://doi.org/10.1038/s41597-023-02585-2)**Andrés Mosquera‐Zamudio, Laëtitia Launet, Rocío del Amor et al.*13 citations*
499. **[A global daily evapotranspiration deficit index dataset for quantifying drought severity from 1979 to 2022 ↗](https://doi.org/10.1038/s41597-023-02756-1)**Xia Zhang, Jianping Duan, Francesco Cherubini et al.*13 citations*
500. **[A global synthesis of high-resolution stable isotope data from benthic foraminifera of the last deglaciation ↗](https://doi.org/10.1038/s41597-023-02024-2)**Juan Muglia, Stefan Mulitza, Janne Repschläger et al.*13 citations*

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