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Scientific Data

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ISSN 2052-4463 · Nature Portfolio · 6.911 artikel di indeks

  1. Artikel Jurnal

    A large-scale, multitask, multisensory dataset for climate-aware crop monitoring in the US from 2018–2022

    Adrian Höhl; Stella Ofori-Ampofo; Miguel-Ángel Fernández-Torres dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The escalating challenges of climate change, extreme weather events, and increasing food demand impose a significant strain on global food production. To develop and apply sustainable agriculture practices, farmers and organizations require detailed, timely information about weather…

  2. Artikel Jurnal

    GlobalBuildingMap — Unveiling the mystery of global buildings

    Xiao Xiang Zhu; Qingyu Li; Yilei Shi dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Understanding how buildings are distributed globally is crucial to revealing the human footprint on our home planet. This built environment affects local climate, land surface albedo, resource distribution, and many other key factors that influence well-being and human health. Despite…

  3. Artikel Jurnal

    Epidemiological and digital syndromic surveillance data on dengue, chikungunya, and SARI in Brazil

    Marcelo E. Borges; Cláudia T. Codeço; Dalila Machado dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Vector-borne diseases, such as dengue and chikungunya, along with air-borne diseases like influenza and COVID-19, are prone to epidemics, which increases the demand for real-time outbreak monitoring. Developing such systems requires harmonized datasets for calibration and validation. In…

  4. Artikel Jurnal

    Chromosome-level genome assembly of a Chinese evergreen sweetgum (Liquidambar gracilipes, Altingiaceae)

    Shixiong Ding; Fangwei Zhou; Shaozong Yang dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Liquidambar gracilipes, an evergreen species endemic to China and a member of the Altingiaceae family, is morphologically distinguished by its unlobed leaves and represents an ecologically and economically valuable resource. Prized for its ornamental beauty, valuable timber, and medicinal…

  5. Artikel Jurnal

    A Dataset Showing a Century of Evolution in the Complexity of the United States Legal Code

    Dawoon Jeong; James Holehouse; Jisung Yoon dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract As societies confront increasingly complex regulatory demands in domains such as digital governance, climate policy, and public health, there is a pressing need to understand how legal systems evolve, where they concentrate regulatory attention, and how their institutional architectures…

  6. Artikel Jurnal

    The dataset for extending EMNIST evaluation

    Julian Szymański; Kacper Skarżyński; Błażej Szutenberg dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The paper describes the dataset for a deeper evaluation of the machine learning models for handwritten character recognition. For that purpose, we build a dataset that, combined with existing NIST Databases, offers possibilities for additional analysis of the models built on these data…

  7. Artikel Jurnal

    A general strategy for generating expert-guided, simplified views of ontologies

    Anita R. Caron; Aleix Puig-Barbe; Ellen M. Quardokus dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Annotation of biomedical entities with widely used, well-structured ontologies and ontology-aware tools ensures data and analyses are Findable, Accessible, Interoperable, and Reusable (FAIR). Standardized terms with synonyms support lexical search, while ontology structure enables…

  8. Artikel Jurnal

    An annotated dataset of Gram stains from positive blood cultures

    Qiaolian Yi; Xiaoyan Gou; Renyuan Zhu dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Bloodstream infections (BSIs) of high morbidity and mortality are across all age groups, and urgent for accurate intervention. Gram stain interpretation of positive blood cultures (PBCs) is crucial for early diagnosing BSIs, yet this manual process is labor-intensive, time-consuming, and…

  9. Artikel Jurnal

    Multimodal Phenotyping Dataset of Driving Fatigue

    Jiayi Li; Cong Fu; Jinbu Tang dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Driving fatigue analysis using multimodal physiological signals has become a growing focus in human factor engineering research. We introduce the Multimodal Phenotyping Dataset of Driving Fatigue (MPD-DF), a public resource comprising data from 50 participants (35 females and 15 males)…

  10. Artikel Jurnal

    Chromosome-level genome assembly of the stonefly Rhopalopsole triangulispina Mo and Li, 2025 (Plecoptera: Leuctridae)

    Aili Lin; Jinjun Cao; Dávid Murányi dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The superfamily Nemouroidea (Plecoptera) represents one of the most diverse and ecologically significant groups of stoneflies, with nymphs serving as crucial bioindicators of freshwater ecosystem health due to their sensitivity to water quality. However, the evolutionary and genomic…

  11. Artikel Jurnal

    The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset

    Dominic LaBella; Katherine Schumacher; Michael Mix dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Meningiomas are the most common primary intracranial tumors, frequently requiring radiotherapy as a part of management. Effective radiotherapy planning for meningiomas necessitates accurate and consistent segmentation of target volumes on MRI, a process that is complex, labor-intensive…

  12. Artikel Jurnal

    A Chinese Elementary Science Question Dataset in Problem-Solving Process Generation

    Dong Li; Zhi Liu; Chaodong Wen dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Although large language models (LLMs) demonstrate significant potential for advancing personalized science education, they face challenges in generating science problem-solving processes adapted to students’ grade levels. In this paper, we developed a Chinese Science Question (CSQ)…

  13. Artikel Jurnal

    Forest Inspection Dataset: A Synthetic UAV Dataset for Semantic Segmentation of Forest Environments

    Bianca-Cerasela-Zelia Blaga; Sergiu Nedevschi

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract This work describes the Forest Inspection dataset, a synthetic aerial image collection designed for semantic segmentation of forest environments with an emphasis on UAV-based forest inspection. The dataset consists of high-resolution RGB images paired with dense pixel-level semantic labels…

  14. Artikel Jurnal

    Transcriptomic Resource of Trissolcus cultratus: A Key Biological Control Agent for Halyomorpha halys

    Feng-Qi Li; Yong-Zhi Zhong; Tim Haye dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Trissolcus cultratus, a parasitoid wasp of brown marmorated stink bug (BMSB), exhibits divergent parasitic capacities between Chinese and Swiss populations, with Chinese strains successfully reproducing on fresh and cold storage host eggs in both laboratory and field conditions, while…

  15. Artikel Jurnal

    PreprintToPaper dataset: connecting bioRxiv preprints with journal publications

    Fidan Badalova; Julian Sienkiewicz; Philipp Mayr

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The PreprintToPaper dataset connects bioRxiv preprints with their corresponding journal publications, enabling large-scale analysis of the preprint-to-publication process. It comprises metadata for 145,517 preprints from two periods, 2016–2018 (pre-pandemic) and 2020–2022 (pandemic)…

  16. Artikel Jurnal

    Annotation of 200 Insect Genomes with BRAKER for Consistent Comparisons across Species

    Stepan Saenko; Katharina J. Hoff; Mario Stanke

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The annotation of genomes progresses slower than their sequencing and assembly. Also, species that were previously annotated can benefit from reannotation using more recent RNA-Seq and protein data, as well as from state-of-the-art annotation methods whose accuracy has improved…

  17. Artikel Jurnal

    Global compilation of bioavailable strontium isotope data

    Chris Stantis; Malte Willmes; Mael Le Corre dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Bioavailable strontium isotope ratios (87Sr/86Sr) have broad applications for geolocation and movement reconstructions in ecology, paleontology, archaeology, forensics, and environmental and food sciences. These applications require a comprehensive 87Sr/86Sr reference dataset to identify…

  18. Artikel Jurnal

    A Unified Dataset for Antibody and Nanobody Design Including Sequence, Structure, and Binding Affinity Data

    Yikai Wu; Xuejiao Liu; Karin Hrovatin dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract The design and optimization of antibodies and nanobodies using deep generative models hold transformative potential for therapeutic and diagnostic applications, which are hindered by the fragmented and inconsistent nature of existing datasets. To address these limitations, we introduce the…

  19. Artikel Jurnal

    Infrasound Array Dataset of the 2021 Eruptive Paroxysms of Etna Volcano

    Luciano Zuccarello; Duccio Gheri; Silvio De Angelis dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Infrasound is a valuable tool for volcano monitoring that can offer critical insights into volcanic processes, unrest and eruption. Over the last two decades, studies have shown the benefits of using local infrasound arrays - clusters of sensors near active vents - for real-time detection…

  20. Artikel Jurnal

    Submesoscale daily data from a non-hydrostatic OGCM at 1/90° resolution over Northern South China Sea in 2019

    Zhanpeng Zhuang; Zhenya Song; Qi Shu dkk.

    Scientific Data, Vol. 13 No. 1 · 2026 · Inggris · DOAJ Scopus

    Abstract Numerical simulations of oceanic variations at submesoscale spatial scales are essential for understanding dynamic characteristics of the Northern South China Sea (NSCS). Currently, the spatial resolution and accuracy of available reanalysis and simulation datasets are still inadequate to…

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