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title: "Scientific Data 2024 — all accepted papers, page 3"
description: "All 1,414 papers of Scientific Data 2024 · page 3 of 15, the most cited first; those with our summary link to it."
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# Scientific Data 2024: all accepted papers

1,414 papers · page 3 of 15 · the most cited first · [← Scientific Data 2024](https://md.research.elamur.ai/free/en/venues/scientific-data/2024/)

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201. **[EmoWear: Wearable Physiological and Motion Dataset for Emotion Recognition and Context Awareness ↗](https://doi.org/10.1038/s41597-024-03429-3)**Mohammad Hasan Rahmani, Michelle Symons, Omid Sobhani et al.*23 citations*
202. **[FAIR assessment of nanosafety data reusability with community standards ↗](https://doi.org/10.1038/s41597-024-03324-x)**Ammar Ammar, Chris T. Evelo, Egon Willighagen*23 citations*
203. **[GloRESatE: A dataset for global rainfall erosivity derived from multi-source data ↗](https://doi.org/10.1038/s41597-024-03756-5)**Subhankar Das, Manoj Kumar Jain, Vivek Gupta et al.*23 citations*
204. **[Global Spore Sampling Project: A global, standardized dataset of airborne fungal DNA ↗](https://doi.org/10.1038/s41597-024-03410-0)**Otso Ovaskainen, Nerea Abrego, Brendan Furneaux et al.*23 citations*
205. **[Global WaterPack - The development of global surface water over the past 20 years at daily temporal resolution ↗](https://doi.org/10.1038/s41597-024-03328-7)**Igor Klein, Soner Uereyen, Patrick Sogno et al.*23 citations*
206. **[Harnessing Big Data in Critical Care: Exploring a new European Dataset ↗](https://doi.org/10.1038/s41597-024-03164-9)**Niklas Rodemund, Bernhard Wernly, Christian Jung et al.*23 citations*
207. **[MIMIC-BP: A curated dataset for blood pressure estimation ↗](https://doi.org/10.1038/s41597-024-04041-1)**Ivandro Sanches, Victor V. Gomes, Carlos Caetano et al.*23 citations*
208. **[Registered multi-device/staining histology image dataset for domain-agnostic machine learning models ↗](https://doi.org/10.1038/s41597-024-03122-5)**Mieko Ochi, Daisuke Komura, Takumi Onoyama et al.*23 citations*
209. **[Satellite-ground synchronous in-situ dataset of water optical parameters and surface temperature for typical lakes in China ↗](https://doi.org/10.1038/s41597-024-03704-3)**Mingjian Zhai, Xiang Zhou, Zui Tao et al.*23 citations*
210. **[Vectorized dataset of silted land formed by check dams on the Chinese Loess Plateau ↗](https://doi.org/10.1038/s41597-024-03198-z)**Yi Zeng, Tongge Jing, Baodong Xu et al.*23 citations*
211. **[16S rRNA, metagenomics and 2bRAD-M sequencing to decode human thanatomicrobiome ↗](https://doi.org/10.1038/s41597-024-03518-3)**Xin Huang, Jianye Zeng, Shilin Li et al.*22 citations*
212. **[A chromosome-level genome assembly for the paramylon-producing microalga Euglena gracilis ↗](https://doi.org/10.1038/s41597-024-03404-y)**Zixi Chen, Yang Dong, Shengchang Duan et al.*22 citations*
213. **[A high-quality dataset featuring classified and annotated cervical spine X-ray atlas ↗](https://doi.org/10.1038/s41597-024-03383-0)**Ran Yu, Wanli Qin, Changlong Qin et al.*22 citations*
214. **[An ensemble of bias-adjusted CMIP6 climate simulations based on a high-resolution North American reanalysis ↗](https://doi.org/10.1038/s41597-023-02855-z)**Juliette Lavoie, Pascal Bourgault, Trevor Smith et al.*22 citations*
215. **[BM-BronchoLC - A rich bronchoscopy dataset for anatomical landmarks and lung cancer lesion recognition ↗](https://doi.org/10.1038/s41597-024-03145-y)**Giap Van Vu, Anh Duc Hoang, Thu Phuong Phan et al.*22 citations*
216. **[CODC-v1: a quality-controlled and bias-corrected ocean temperature profile database from 1940–2023 ↗](https://doi.org/10.1038/s41597-024-03494-8)**Bin Zhang, Lijing Cheng, Zhetao Tan et al.*22 citations*
217. **[CREMP: Conformer-rotamer ensembles of macrocyclic peptides for machine learning ↗](https://doi.org/10.1038/s41597-024-03698-y)**Colin A. Grambow, Hayley Weir, Christian N. Cunningham et al.*22 citations*
218. **[Dengue virus transmission in Italy: historical trends up to 2023 and a data repository into the future ↗](https://doi.org/10.1038/s41597-024-04162-7)**Francesco Branda, Taishi C. Nakase, Antonello Maruotti et al.*22 citations*
219. **[Full-coverage estimation of CO2 concentrations in China via multisource satellite data and Deep Forest model ↗](https://doi.org/10.1038/s41597-024-04063-9)**Kun Cai, Liuyin Guan, Shenshen Li et al.*22 citations*
220. **[High resolution Tibetan Plateau regional reanalysis 1961-present ↗](https://doi.org/10.1038/s41597-024-03282-4)**Peifeng Zhou, Jianping Tang, Mengnan Ma et al.*22 citations*
221. **[High-quality chromosome-level genome assembly of Nicotiana benthamiana ↗](https://doi.org/10.1038/s41597-024-03232-0)**Seo-Rin Ko, Sang Hee Lee, Hyunjin Koo et al.*22 citations*
222. **[Large language model enhanced corpus of CO2 reduction electrocatalysts and synthesis procedures ↗](https://doi.org/10.1038/s41597-024-03180-9)**Xueqing Chen, Yang Gao, Ludi Wang et al.*22 citations*
223. **[Maritime Freight Carbon Emission in the U.S. using AIS data from 2018 to 2022 ↗](https://doi.org/10.1038/s41597-024-03391-0)**Cheng Cheng, Zengshuang Li, Yuting Yan et al.*22 citations*
224. **[Motion-BIDS: an extension to the brain imaging data structure to organize motion data for reproducible research ↗](https://doi.org/10.1038/s41597-024-03559-8)**Sein Jeung, Helena M. Cockx, Stefan Appelhoff et al.*22 citations*
225. **[Optimizing drug combination and mechanism analysis based on risk pathway crosstalk in pan cancer ↗](https://doi.org/10.1038/s41597-024-02915-y)**Congxue Hu, Wanqi Mi, Feng Li et al.*22 citations*
226. **[SEN2NAIP: A large-scale dataset for Sentinel-2 Image Super-Resolution ↗](https://doi.org/10.1038/s41597-024-04214-y)**César Aybar, David Montero, Julio Contreras et al.*22 citations*
227. **[Unleashing the power of AI in science-key considerations for materials data preparation ↗](https://doi.org/10.1038/s41597-024-03821-z)**Yongchao Lu, Hong Wang, Lanting T. Zhang et al.*22 citations*
228. **[A comprehensive dataset on spatiotemporal variation of microbial plankton communities in the Baltic Sea ↗](https://doi.org/10.1038/s41597-023-02825-5)**Meike Latz, Agneta Andersson, Agneta Andersson et al.*21 citations*
229. **[A global dataset of the fraction of absorbed photosynthetically active radiation for 1982–2022 ↗](https://doi.org/10.1038/s41597-024-03561-0)**Weiqing Zhao, Zaichun Zhu, Sen Cao et al.*21 citations*
230. **[A materials terminology knowledge graph automatically constructed from text corpus ↗](https://doi.org/10.1038/s41597-024-03448-0)**Yuwei Zhang, Fang-Yi Chen, Zeyi Liu et al.*21 citations*
231. **[A unified dataset for the city-scale traffic assignment model in 20 U.S. cities ↗](https://doi.org/10.1038/s41597-024-03149-8)**Xiaotong Xu, Zhenjie Zheng, Zijian Hu et al.*21 citations*
232. **[An unmanned aerial vehicle captured dataset for railroad segmentation and obstacle detection ↗](https://doi.org/10.1038/s41597-024-03952-3)**R. S. Rampriya, Taher Al‐Shehari, Sabari Nathan et al.*21 citations*
233. **[Functional traits data for testate amoebae of Northern Holarctic realm ↗](https://doi.org/10.1038/s41597-024-03874-0)**Jiahui Su, Yuri Mazei, Andrey N. Tsyganov et al.*21 citations*
234. **[GEOWEALTH-US: Spatial wealth inequality data for the United States, 1960–2020 ↗](https://doi.org/10.1038/s41597-024-03059-9)**Joel Suss, Thomas Kemeny, Dylan S. Connor*21 citations*
235. **[Multimodal single-neuron, intracranial EEG, and fMRI brain responses during movie watching in human patients ↗](https://doi.org/10.1038/s41597-024-03029-1)**Ümit Keleş, Julien Dubois, Kevin J. M. Le et al.*21 citations*
236. **[The stroke outcome optimization project: Acute ischemic strokes from a comprehensive stroke center ↗](https://doi.org/10.1038/s41597-024-03667-5)**John R. Absher, Sarah Goncher, Roger Newman‐Norlund et al.*21 citations*
237. **[ezBIDS: Guided standardization of neuroimaging data interoperable with major data archives and platforms ↗](https://doi.org/10.1038/s41597-024-02959-0)**Daniel J. Levitas, Soichi Hayashi, Sophia Vinci‐Booher et al.*21 citations*
238. **[A compendium of multi-omics data illuminating host responses to lethal human virus infections ↗](https://doi.org/10.1038/s41597-024-03124-3)**Amie J. Eisfeld, Lindsey Anderson, Shufang Fan et al.*20 citations*
239. **[A dataset of digital holograms of normal and thalassemic cells ↗](https://doi.org/10.1038/s41597-023-02818-4)**Vahid Abbasian, Arash Darafsheh*20 citations*
240. **[A dataset of global tropical cyclone wind and surface wave measurements from buoy and satellite platforms ↗](https://doi.org/10.1038/s41597-024-02955-4)**Ali Tamizi, Ian Robert Young*20 citations*
241. **[A fully haplotype-resolved and nearly gap-free genome assembly of wheat stripe rust fungus ↗](https://doi.org/10.1038/s41597-024-03361-6)**Jierong Wang, Yiwen Xu, Yuxi Peng et al.*20 citations*
242. **[A high-precision oasis dataset for China from remote sensing images ↗](https://doi.org/10.1038/s41597-024-03553-0)**Jingwu LIN, Dongwei GUI, Yunfei Liu et al.*20 citations*
243. **[A large and diverse brain organoid dataset of 1,400 cross-laboratory images of 64 trackable brain organoids ↗](https://doi.org/10.1038/s41597-024-03330-z)**Julian Schröter, Luca Deininger, Blaz Lupse et al.*20 citations*
244. **[A real-world dataset of group emotion experiences based on physiological data ↗](https://doi.org/10.1038/s41597-023-02905-6)**Patrícia Justo Bota, Joana Brito, Ana L. N. Fred et al.*20 citations*
245. **[An OpenStreetMap derived building classification dataset for the United States ↗](https://doi.org/10.1038/s41597-024-04046-w)**Henrique Ferraz de Arruda, Sandro M. Reia, Shiyang Ruan et al.*20 citations*
246. **[Chlorophyll a in lakes and streams of the United States (2005–2022) ↗](https://doi.org/10.1038/s41597-024-03453-3)**Sarah A. Spaulding, Lindsay R. C. Platt, Jennifer C. Murphy et al.*20 citations*
247. **[Electricity and natural gas tariffs at United States wastewater treatment plants ↗](https://doi.org/10.1038/s41597-023-02886-6)**Fletcher Chapin, Jose Bolorinos, Meagan S. Mauter*20 citations*
248. **[Generating high-resolution land use and land cover maps for the greater Mariño watershed in 2019 with machine learning ↗](https://doi.org/10.1038/s41597-024-03750-x)**Améline Vallet, Stéphane Dupuy, Matthieu Verlynde et al.*20 citations*
249. **[Haplotype-resolved and near-T2T genome assembly of the African catfish (Clarias gariepinus) ↗](https://doi.org/10.1038/s41597-024-03906-9)**Julien A. Nguinkal, Yedomon Ange Bovys Zoclanclounon, Ronald M. Brunner et al.*20 citations*
250. **[Parsimonious estimation of hourly surface ozone concentration across China during 2015–2020 ↗](https://doi.org/10.1038/s41597-024-03302-3)**Wenxiu Zhang, Di Liu, Hanqin Tian et al.*20 citations*
251. **[Quantum computing dataset of maximum independent set problem on king lattice of over hundred Rydberg atoms ↗](https://doi.org/10.1038/s41597-024-02926-9)**Kangheun Kim, Minhyuk Kim, Juyoung Park et al.*20 citations*
252. **[Tensile testing data of additive manufactured ASTM D638 standard specimens with embedded internal geometrical features ↗](https://doi.org/10.1038/s41597-024-03369-y)**Youssef AbouelNour, Nick Rakauskas, Gabrielle Naquila et al.*20 citations*
253. **[The 100-protein NMR spectra dataset: A resource for biomolecular NMR data analysis ↗](https://doi.org/10.1038/s41597-023-02879-5)**Piotr Klukowski, Fred Franz Damberger, Frédéric H.‐T. Allain et al.*20 citations*
254. **[The 30 m vegetation maps from 1990 to 2020 in the Tibetan Plateau ↗](https://doi.org/10.1038/s41597-024-03649-7)**Fan Wu, Hongrui Ren, Guangsheng Zhou*20 citations*
255. **[WEMAC: Women and Emotion Multi-modal Affective Computing dataset ↗](https://doi.org/10.1038/s41597-024-04002-8)**José Miranda, Laura Gutiérrez-Martín, Esther Rituerto-González et al.*20 citations*
256. **[A Motion Capture Dataset on Human Sitting to Walking Transitions ↗](https://doi.org/10.1038/s41597-024-03740-z)**Chamalka Kenneth Perera, Zakia Hussain, Min Khant et al.*19 citations*
257. **[A baseline structure inventory with critical attribution for the US and its territories ↗](https://doi.org/10.1038/s41597-024-03219-x)**H. Lexie Yang, Melanie Laverdiere, Taylor Hauser et al.*19 citations*
258. **[A benchmark GaoFen-7 dataset for building extraction from satellite images ↗](https://doi.org/10.1038/s41597-024-03009-5)**Peimin Chen, Huabing Huang, Feng Ye et al.*19 citations*
259. **[A comprehensive Beyond-GDP database to accelerate wellbeing, inclusion, and sustainability research ↗](https://doi.org/10.1038/s41597-024-04006-4)**Kedi Liu, Ranran Wang, Paul Behrens et al.*19 citations*
260. **[A multicenter bladder cancer MRI dataset and baseline evaluation of federated learning in clinical application ↗](https://doi.org/10.1038/s41597-024-03971-0)**Kangyang Cao, Yujian Zou, Chang Zhang et al.*19 citations*
261. **[A near-infrared spectroscopy dataset of coal and coal-measure rock under diverse conditions ↗](https://doi.org/10.1038/s41597-024-03422-w)**Yuanbo Lv, Shibo Wang, En Yang et al.*19 citations*
262. **[A new high-resolution global topographic factor dataset calculated based on SRTM ↗](https://doi.org/10.1038/s41597-024-02917-w)**Yuwei Sun, Hongming Zhang, Qinke Yang et al.*19 citations*
263. **[An EEG & eye-tracking dataset of ALS patients & healthy people during eye-tracking-based spelling system usage ↗](https://doi.org/10.1038/s41597-024-03501-y)**Thi Duyen Ngo, Hai-Dang Kieu, Minh Hoa Nguyen et al.*19 citations*
264. **[An inter-regional input-output table series of China from 1987–2017 with integrated carbon emission data ↗](https://doi.org/10.1038/s41597-024-04263-3)**Qiong Zhao, Chen Pan, Zengkai Zhang et al.*19 citations*
265. **[BFR2: a curated ribosomal reference dataset for benthic foraminifera ↗](https://doi.org/10.1038/s41597-024-04137-8)**Maria Holzmann, Ngoc‐Loi Nguyen, Inès Barrenechea Angeles et al.*19 citations*
266. **[Catalogue of drought events in peninsular Spanish along 1916–2020 period ↗](https://doi.org/10.1038/s41597-024-03484-w)**Víctor Trullenque‐Blanco, Santiago Beguerı́a, Sergio Martín Vicente-Serrano et al.*19 citations*
267. **[ChineseEEG: A Chinese Linguistic Corpora EEG Dataset for Semantic Alignment and Neural Decoding ↗](https://doi.org/10.1038/s41597-024-03398-7)**Xinyu Mou, Cuilin He, Liwei Tan et al.*19 citations*
268. **[Comprehensive energy demand and usage data for building automation ↗](https://doi.org/10.1038/s41597-024-03292-2)**Philipp Heer, Curdin Derungs, Benjamin Huber et al.*19 citations*
269. **[Energy dataset of Frontier supercomputer for waste heat recovery ↗](https://doi.org/10.1038/s41597-024-03913-w)**Jian Ping Sun, Zhiming Gao, David Grant et al.*19 citations*
270. **[GeoCrack: A High-Resolution Dataset For Segmentation of Fracture Edges in Geological Outcrops ↗](https://doi.org/10.1038/s41597-024-04107-0)**Mohammed Yaqoob, Mohammed Ishaq, Mohammed Yusuf Ansari et al.*19 citations*
271. **[InsectSound1000 An insect sound dataset for deep learning based acoustic insect recognition ↗](https://doi.org/10.1038/s41597-024-03301-4)**Jelto Branding, Dieter von Hörsten, Elias A. Böckmann et al.*19 citations*
272. **[MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy ↗](https://doi.org/10.1038/s41597-024-03739-6)**Gabriel Lepetit-Aimon, Clément Playout, Marie Carole Boucher et al.*19 citations*
273. **[Manually annotated and curated Dataset of diverse Weed Species in Maize and Sorghum for Computer Vision ↗](https://doi.org/10.1038/s41597-024-02945-6)**Nikita Genze, Wouter K. Vahl, Jennifer Groth et al.*19 citations*
274. **[Mock community taxonomic classification performance of publicly available shotgun metagenomics pipelines ↗](https://doi.org/10.1038/s41597-023-02877-7)**E. Michael Valencia, Katherine A. Maki, Jennifer N. Dootz et al.*19 citations*
275. **[Molecular signatures of premature aging in Major Depression and Substance Use Disorders ↗](https://doi.org/10.1038/s41597-024-03538-z)**Anna Onisiforou, Panos Zanos, Polymnia Georgiou*19 citations*
276. **[Occupant behavior, thermal environment, and appliance electricity use of a single-family apartment in China ↗](https://doi.org/10.1038/s41597-023-02891-9)**Chuang Wang, Li Xiaoyan, Wei Sun et al.*19 citations*
277. **[PatagoniaMet: A multi-source hydrometeorological dataset for Western Patagonia ↗](https://doi.org/10.1038/s41597-023-02828-2)**Rodrigo Aguayo, Jorge León‐Muñoz, Mauricio Aguayo et al.*19 citations*
278. **[Physiological data for affective computing in HRI with anthropomorphic service robots: the AFFECT-HRI data set ↗](https://doi.org/10.1038/s41597-024-03128-z)**Judith S. Heinisch, Jérôme Kirchhoff, Philip Busch et al.*19 citations*
279. **[Single-cell integrative analysis reveals consensus cancer cell states and clinical relevance in breast cancer ↗](https://doi.org/10.1038/s41597-024-03127-0)**Lin Pang, Fengyu Xiang, Huan Min Yang et al.*19 citations*
280. **[Site-specific apparent optimum air temperature for vegetation photosynthesis across the globe ↗](https://doi.org/10.1038/s41597-024-03603-7)**Li Pan, Xiangming Xiao, Yuan Yao et al.*19 citations*
281. **[The Imperial College Storm Model (IRIS) Dataset ↗](https://doi.org/10.1038/s41597-024-03250-y)**Nathan Sparks, Ralf Toumi*19 citations*
282. **[The landscape of abiotic and biotic stress-responsive splice variants with deep RNA-seq datasets in hot pepper ↗](https://doi.org/10.1038/s41597-024-03239-7)**Nayoung Kim, Junesung Lee, Seon‐In Yeom et al.*19 citations*
283. **[Unobtrusive measurement of cognitive load and physiological signals in uncontrolled environments ↗](https://doi.org/10.1038/s41597-024-03738-7)**Christoph Anders, Bert Arnrich, Samik Real et al.*19 citations*
284. **[Vectorized solar photovoltaic installation dataset across China in 2015 and 2020 ↗](https://doi.org/10.1038/s41597-024-04356-z)**Jing Liu, Jinyue Wang, Longhui Li*19 citations*
285. **[Wind turbine condition monitoring dataset of Fraunhofer LBF ↗](https://doi.org/10.1038/s41597-024-03934-5)**Atabak Mostafavi, A. Friedmann*19 citations*
286. **[A Clinical Bacterial Dataset for Deep Learning in Microbiological Rapid On-Site Evaluation ↗](https://doi.org/10.1038/s41597-024-03370-5)**X Y Wang, Yinghan Shi, Sha‐Sha Guo et al.*18 citations*
287. **[A high temporal resolution global gridded dataset of human thermal stress metrics ↗](https://doi.org/10.1038/s41597-024-03966-x)**Hongdeng Jian, Zhenzhen Yan, Xiangtao Fan et al.*18 citations*
288. **[ANPHY-Sleep: an Open Sleep Database from Healthy Adults Using High-Density Scalp Electroencephalogram ↗](https://doi.org/10.1038/s41597-024-03722-1)**Xiaoyan Wei, Tamir Avigdor, Alyssa Ho et al.*18 citations*
289. **[Biomedical Data Repository Concepts and Management Principles ↗](https://doi.org/10.1038/s41597-024-03449-z)**Dawei Lin, Matthew McAuliffe, Kim D. Pruitt et al.*18 citations*
290. **[Chromosome-level assembly of the synthetic hexaploid wheat-derived cultivar Chuanmai 104 ↗](https://doi.org/10.1038/s41597-024-03527-2)**Zehou Liu, Fan Yang, Cao Deng et al.*18 citations*
291. **[Climate data for building simulations with urban heat island effects and nature-based solutions ↗](https://doi.org/10.1038/s41597-024-03532-5)**Henry Lu, Abhishek Gaur, Michael A. Lacasse*18 citations*
292. **[Dataset of United States Incident Management Situation Reports from 2007 to 2021 ↗](https://doi.org/10.1038/s41597-023-02876-8)**Dung Tuan Nguyen, Erin J. Belval, Yu Wei et al.*18 citations*
293. **[Engagnition: A multi-dimensional dataset for engagement recognition of children with autism spectrum disorder ↗](https://doi.org/10.1038/s41597-024-03132-3)**Won Kim, Minwoo Seong, Kyung-Joong Kim et al.*18 citations*
294. **[Global fine-resolution data on springtail abundance and community structure ↗](https://doi.org/10.1038/s41597-023-02784-x)**Anton Potapov, Ting‐Wen Chen, Anastasia V. Striuchkova et al.*18 citations*
295. **[Global spatial dataset of mangrove genus distribution in seaward and riverine margins ↗](https://doi.org/10.1038/s41597-024-03134-1)**Alice J. Twomey, Catherine E. Lovelock*18 citations*
296. **[High-resolution greenspace dynamic data cube from Sentinel-2 satellites over 1028 global major cities ↗](https://doi.org/10.1038/s41597-024-03746-7)**Shengbiao Wu, Yimeng Song, Jiafu An et al.*18 citations*
297. **[Mapping urban form into local climate zones for the continental US from 1986–2020 ↗](https://doi.org/10.1038/s41597-024-03042-4)**Meng Qi, Chunxue Xu, Wenwen Zhang et al.*18 citations*
298. **[Petagraph: A large-scale unifying knowledge graph framework for integrating biomolecular and biomedical data ↗](https://doi.org/10.1038/s41597-024-04070-w)**Benjamin J. Stear, Taha Mohseni Ahooyi, J. Alan Simmons et al.*18 citations*
299. **[SARS-CoV-2 viral titer measurements in Ontario, Canada wastewaters throughout the COVID-19 pandemic ↗](https://doi.org/10.1038/s41597-024-03414-w)**Patrick M. D’Aoust, Nada Hegazy, Nathan T. Ramsay et al.*18 citations*
300. **[Telomere-to-telomere gapless genome assembly of the Chinese sea bass (Lateolabrax maculatus) ↗](https://doi.org/10.1038/s41597-024-02988-9)**Zhilong Sun, Shuo Li, Yuyan Liu et al.*18 citations*

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