Multi-resolution X-ray micro-computed tomography images of carbonate rocks from brazilian pre-salt by Alyne Duarte Vidal, Aurea Pereira Martins Neta, Júlio de Castro Vargas Fernandes, Lizianne Carvalho Medeiros, Carlos Eduardo Menezes dos Anjos, Rodrigo Surmas, Alexandre Gonçalves Evsukoff

“…However, in the field of earth sciences, particularly in digital rock physics applications, open data remains scarce. To bridge this gap, we introduce a dataset comprising 16 rock samples from the Brazilian pre-salt region, available in both low resolution (48 μm - 64 μm) and high resolution (6 μm - 8 μm). …”
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FOVEA: Preoperative and intraoperative retinal fundus images with optic disc and retinal vessel annotations by Claudio S. Ravasio, Blanca Flores-Sánchez, Edward Bloch, Christos Bergeles, Lyndon da Cruz

“…The annotations were validated and converted into binary segmentation masks, with the code used available on GitHub. We expect this data to be useful for deep learning applications aimed at supporting surgeons during vitreoretinal surgery procedures e.g. by localising points of interest or registering additional imaging modalities.…”
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Comprehensive particle size database of surface sediments from different dune types in the Kubuqi Desert,China by Cheng Xi, Hejun Zuo, Min Yan, Yu Yan

“…The methodology and datasets in this paper are also applicable to other arid regions and are a valuable resource for comparative studies of different types of dunes in deserts, which can provide important data for the formation and evolution of dunes, as well as deserts, sand sources, and the restoration of weathered environments.…”
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Human Mobility Datasets in the Complex Metro System of Shanghai by Peiyan Sun, Jinming Yang, Zongyuan Huang, Shaoyu Huang, Shengyuan Xu, Weipeng Wang, Wenxuan Guo, Yuting Feng, Xi Zhai, Tao Yang, Xiaokang Yang, Yaohui Jin, Yanyan Xu

“…Supplemental metadata, including station attributes, network topology, and meteorological records further support potential applications. This city-scale metro flow dataset could be utilized in advancing research in transportation modeling, spatio-temporal data mining, and urban mobility analysis.…”
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An Integrated Mycobacterial CT Imaging Dataset with Multispecies Information by Zhilin Han, Yuyang Zhang, Wenlong Ding, Xiaoting Zhao, Bingzhen Jia, Tingting Liu, Liang Wan, Zhiheng Xing

“…We address this gap by introducing the first comprehensive CT dataset combining 430 NTM and 871 tuberculosis cases, supplemented with clinical parameters including demographics, symptoms, and mycobacterial species data. This resource aims to catalyze AI algorithm development for differential diagnosis, ultimately enhancing precision in NTM management through advanced machine learning applications.…”
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Russian Financial Statements Database: A firm-level collection of the universe of financial statements by Sergey Bondarkov, Viktor Ledenev, Dmitry Skougarevskiy

“…With 56.6 million geolocated firm-year observations gathered from two official sources, the RFSD features multiple end-user quality-of-life improvements such as data imputation, statement articulation, harmonization across data providers and formats, and data enrichment. …”
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China’s Well-Facilitated Farmland distribution dataset by Abdusalam Turup, Jun Zhang, Wenchao Ma, Bingxin Ma, Yue Zhang, Zaeem Hassan Akhter, Longhui Li

“…Timely monitoring and generation of a public WFF dataset are critical for assessing China’s food production and security. However, such data are not currently available for research community or industrial sector. …”
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Dataset on passenger experience after riding an autonomous ferryDataverse by Erik Veitch, Taufik Akbar Sitompul, Ole Andreas Alsos

“…Autonomous vehicles are being increasingly tested for transportation applications, yet investigations of user experience remain relatively rare. …”
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Protest in times of change. The PROTEiCA project survey by Daniel Romero-Portillo, Manuel Jiménez-Sánchez

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Navigator - a global database of verified marine protected and managed area regulations and boundaries by Virgil Zetterlind, Jennifer Sletten, Claire Colegrove, Alex Driedger, Samantha Cope King, Nicole Raudsepp, Fabio Favoretto, Timothe Vincent

“…Abstract Comprehensive, global, and standardized data on ocean regulations are essential to assess protection levels. …”
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A high-resolution electric vehicle charging transaction dataset with multidimensional features in China by Yuanshi Zhang, Tongxin Xu, Tao Chen, Qinran Hu, Hongrui Chen, Xukun Hu, Zilv Jiang

“…Abstract The charging transaction data of electric vehicle (EV) users is crucial for studying charging market dynamics and formulating effective policies. …”
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Parallel Datasets for Classification of Respiratory Rhythm Phases by Julian Szymański, Maciej Szefler, Kacper Karski, Filip Krawczak, Damian Jankowski

“…The data have been stored in CSV format and organized through a directory structure according to different breath patterns. …”
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Long-term homogenized air temperature and precipitation datasets in Romania, 1901–2023 by Alexandru Dumitrescu, Dana Micu, Jose Guijarro, Ancuta Manea, Sorin Cheval

“…The homogenization methodology involved multiple stages, including data preprocessing, quality control, and breakpoint detection, resulting in a robust dataset that eliminates non-climatic biases. …”
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SuperBand: an Electronic-band and Fermi surface structure database of superconductors by Tengdong Zhang, Chenyu Suo, Yanling Wu, Xiaodan Xu, Yong Liu, Dao-Xin Yao, Jun Li

“…As an example, we have curated a dataset containing information on 1,362 superconductors along with their experimentally determined superconducting transition temperatures (T c ) as well as 1,112 experimentally verified non-superconducting materials, which is well-suited for machine learning applications. This dataset is constructed with a focus on data quality, accessibility, and usability for machine learning models aimed at predicting superconducting properties.…”
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ZASCA-sum: A dataset of the South Africa supreme courts of appeal judgments and media summaries for legal documents summarization researchHuggingface by Idris Abdulmumin, Vukosi Marivate

“…This paper provides a detailed description of the dataset, covering the data collection process, timeline, processing, and potential applications in the field. …”
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DM-FS: A Comprehensive Database on Death-Modulated Fatal Shootings by Jacob Verrey

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A benchmark dataset for objective quality assessment of view synthesis for neural radiance field (NeRF)Figshare by Chibuike Onuoha, Shihao Luo, Jean Flaherty, Truong Thu Huong, Pham Ngoc Nam, Truong Cong Thang

“…Neural Radiance Fields (NeRF) are revolutionizing diverse fields such as autonomous driving, education, and virtual reality (VR). As their applications expand, the ability to accurately evaluate the quality of NeRF-generated content becomes essential. …”
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SCANIA Component X dataset: a real-world multivariate time series dataset for predictive maintenance by Zahra Kharazian, Tony Lindgren, Sindri Magnússon, Olof Steinert, Oskar Andersson Reyna

“…The dataset includes operational data, repair records, and specifications related to Component X while maintaining confidentiality through anonymization. …”
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A dataset for vineyard disease detection via multispectral imagingZenodo by Alessio Saccuti, Filippo Graziosi, Dario Lodi Rizzini

“…The data were collected using a Micasense RedEdge-P multispectral camera, capturing six spectral bands across 172 image captures of three different grapevine varieties used in Lambrusco wines: Ancellotta, Marani, and Salamino. …”
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PAH101: A G W+BSE Dataset of 101 Polycyclic Aromatic Hydrocarbon (PAH) Molecular Crystals by Siyu Gao, Xingyu Liu, Yiqun Luo, Xiaopeng Wang, Kaiji Zhao, Vincent Chang, Bohdan Schatschneider, Noa Marom

“…Abstract The excited-state properties of molecular crystals are important for applications in organic electronic devices. The G W approximation and Bethe-Salpeter equation (G W+BSE) is the state-of-the-art method for calculating the excited-state properties of crystalline solids with periodic boundary conditions. …”
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