Scientific Data

Article	Citations
A database of seed plants on taxonomy, geography and ecology in the Qinling-Daba Mountains and adjacent areas	2790
Linking Research Data with Physically Preserved Research Materials in Chemistry	940
Dataset on the effects of psychological care on depression and suicide ideation in underrepresented children	772
Near-complete reference genome assembly of Hoya carnosa	655
A Field-Level Asset Mapping Dataset for England’s Agricultural Sector	565
The first high-quality chromosome-level genome of Parupeneus biaculeatus using HiFi and Hi-C data	480
Chromosome-level genome assembly of rock carp (Procypris rabaudi)	445
A dataset of scientific dates from archaeological sites in eastern Africa spanning 5000 BCE to 1800 CE	400
The Latin American Legislators Dataset	340
One-year high-frequency environmental and behavioral data from ALAN experience in a French coastal area	334
A century-long eddy-resolving simulation of global oceanic large- and mesoscale state	314
ML-extendable framework for multiphysics-multiscale simulation workflow and data management using Kadi4Mat	245
Chromosome-level genome assembly of the alpine extremophyte Tibetan snow lotus, Saussurea hypsipeta Diels	235
A Simulated Comprehensive Photon Flux Shielding Spectra Dataset for Advanced Radiation Safety Assessment	222
Atmospheric and oceanic data from a triangle-shaped moored array in the northern South China Sea during 2016	212
Paired magnetic susceptibility and geochemistry of young volcanism in Iceland and Tengchong, China	202
A chromosome-scale assembly of Ormosia boluoensis (Fabaceae)	201
Author Correction: Mobility networks in Greater Mexico City	182
Author Correction: The Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece	181
Author Correction: GERDA: The German Election Database	179
Author Correction: Database covering the prayer movements which were not available previously	177
A VibV Dataset Integrating Vibration and Vision for Enhanced Safety in Self-Driving Tasks	176
Near complete T2T genome assembly of the banded goonch (Bagarius rutilus)	175
Chromosomal-level genome assembly of Ichthyurus bourgeoisi Gestro using PacBio HiFi and Hi-C sequencing	174
The interplay between brain and behavior during development: A multisite effort to generate and share simulated datasets	159

Head model dataset for mixed reality navigation in neurosurgical interventions for intracranial lesions	157
A long-term ecosystem monitoring dataset from the ICP Integrated Monitoring network: biogeochemical data from 1977–2020 across 14 European countries	154
A validated Mandarin Chinese Auditory Emotion Database of Subject-Personal-Pronoun Sentences (MCAE-SPPS)	154
A Frontal Ablation Dataset for 49 Tidewater Glaciers in Greenland	151
Development of Gridded Root-Zone Soil Moisture Product for India, 1981–2024	150
A bimodal dataset for diabetes research	149
Bounding the costs of electric vehicle managed charging—supply curves for scenarios from 2025 to 2050	148
The Superfund Research Program Analytics Portal: linking environmental chemical exposure to biological phenotypes	139
A haplotype-resolved chromosomal-level genome assembly of Oxalis articulata	138
A near-telomere-to-telomere genome assembly of the Chinese soft-shelled turtle (Pelodiscus sinensis)	135
Shotgun metagenomes from productive lakes in an urban region of Sweden	134
Students’ performance dataset for using machine learning technique in physics education research	127
Identifying Cocoa Flower Visitors: A Deep Learning Dataset	127
The R package for DICOM to brain imaging data structure conversion	121
Correction: Sea lice infestation dataset for wild and farmed salmon populations on the Pacific coast of Canada (2001–2023)	120
A multimodal dataset of causal mechanisms in materials science literature	120
What’s the TEE: Metrics of Temperature Extremes in Europe NUTS Regions (1980-2024)	113
Reinterpretation of prostate cancer pathology by Appl1, Sortilin and Syndecan-1 biomarkers	112
Optimizing drug combination and mechanism analysis based on risk pathway crosstalk in pan cancer	111
Making Mathematical Research Data FAIR: Pathways to Improved Data Sharing	110
Exploring the electrophysiology of Parkinson’s disease with magnetoencephalography and deep brain recordings	109
Unveiling the Spatiotemporal Dynamics of Global Brain Circulation: A Comprehensive Corpus (2000–2024)	106
Enrichment of lung cancer computed tomography collections with AI-derived annotations	106
Unified access to up-to-date residue-level annotations from UniProtKB and other biological databases for PDB data	105
Tsunami Runup Survey Data From The Taan Fjord Landslide Event	103
VISDB 2.0: A manually curated resource of viral integration sites and their regulatory maps in human diseases	103
CreelCat, a Catalog of United States Inland Creel and Angler Survey Data	102
A daily high-resolution (1 km) human thermal index collection over the North China Plain from 2003 to 2020	102
lncRNA, miRNA, and mRNA dynamics in cholangiocyte-to-immature hepatocyte differentiation in liver regeneration	102
Reconstructing high-quality ground-level ozone records from 1980 to 2012 in central and eastern China	101
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping	100
Occurrence of human infection with Salmonella Typhi in sub-Saharan Africa	100
Multi-sensor microclimate and tree canopy dataset from a linden tree for green infrastructure validation	100
A high-quality chromosome-level genome assembly of apple of Peru (Nicandra physalodes)	100
District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images	99
Chromosome-level genome assembly of Oriental chestnut gall wasp (Dryocosmus kuriphilus)	97
M3OT: A Multi-Drone Multi-Modality dataset for Multi-Object Tracking	97
A Fine-Grained Lightweight Urban Signalized-Intersection Dataset of Dense Conflict Trajectories	96
‌A century-scale dataset of crop yield and agronomic trait evolution under field management in China	96
A multilayered urban tree dataset of point clouds, quantitative structure and graph models	95
Canopy height model and NAIP imagery pairs across CONUS	93
A global dataset of fossil fungi records from the Cenozoic	92
Chinese provinces–embedded inter-country input-output datasets with firm ownership heterogeneity	92
PAVC: The foundation for a Pan-Arctic Vegetation Cover database	91
Chromosome-level genome assembly of the traditional medicinal plant Lindera aggregata	91
The global compendium of Aedes japonicus: An Underappreciated Arbovirus Vector of growing concerns	90
Chromosome-level genome assembly of the Rhizoctonia solani	89
A western United States snow reanalysis dataset over the Landsat era from water years 1985 to 2021	89
Performance Management Counters from Live 5G, 4G and 2G Radio Access Network	88
A global 1 km resolution daily surface longwave radiation product from MODIS satellite data from 2000–2023	87

SDUST2023GRA_MSS: the new global marine gravity anomaly model determined from mean sea surface model	85
An IMU and sEMG dataset of induced stumble events during treadmill walking in transfemoral amputees	84
Mediterranean marine sediment cores database: unlocking paleoclimatic signals for the last 20,000 years	84
Dataset for studying deformation in 3D patient-specific pulmonary artery anatomies	83
A thermosurvey dataset: Older adults’ experiences and adaptation to urban heat and climate change	83
An agenda for addressing bias in conflict data	82
Bioclimatic atlas of the terrestrial Arctic	81
Sea ice records over more than a century at an observatory facing the Okhotsk coast of Hokkaido, Japan	80
A neuroimaging dataset during sequential color qualia similarity judgments with and without reports	80
A chromosome-level reference genome assembly and annotation of Serrodes campana	78
Celtic Invasive Plants database	77
Very High Resolution Projections over Italy under different CMIP5 IPCC scenarios	77
A chromosomal-level genome assembly of Batocera lineolata Chevrolat, 1852 (Coleoptera: Cerambycidae)	76
A large-scale dataset of pre- and postsurgical MRI data from patients with chronic trigeminal neuralgia	76
Multiclass Dataset for Intelligent Detection of Wind Turbine Blade Defects Using Drone Imagery	75
EEG Dataset for the Recognition of Different Emotions Induced in Voice-User Interaction	75
A Cross Spatio-Temporal Pathology-based Lung Nodule Dataset	75
Anonymized but Useful Synthetic Tabular Health Data for AI based Fall Risk Assessment	74
A Global Database of Soil Plant Available Phosphorus	73
GARD-LENS: A downscaled large ensemble dataset for understanding future climate and its uncertainties	72
Quantum computing dataset of maximum independent set problem on king lattice of over hundred Rydberg atoms	72
Multi-Domain Indoor Dataset for Visual Place Recognition and Anomaly Detection by Mobile Robots	72
Global Ocean Particulate Organic Phosphorus, Carbon, Oxygen for Respiration, and Nitrogen (GO-POPCORN)	71
Ensemble of CMIP6 derived reference and potential evapotranspiration with radiative and advective components	71
Multi-proteomics and interactome dataset of tick-borne encephalitis virus infected host cells	71
An open-access database of nature-based carbon offset project boundaries	71
An Enhanced Phenology Dataset for Global Drylands from 2001 to 2019	70
PestMoth11: A dual-domain image dataset for classifying and detecting 11 agricultural pest moth species	69
Enhancing radiomics and Deep Learning systems through the standardization of medical imaging workflows	69
Individual encounter data of six African carnivore species optimized for multi-species density estimation	69
A curated dataset of great ape genome diversity	68
A Synthetic Dataset for Semantic Segmentation of Waterbodies in Out-of-Distribution Situations	67
Slovak database of speech affected by neurodegenerative diseases	67
A chromosome-level genome assembly and annotation of the marbled rockfish (Sebastiscus marmoratus)	67
Globe-LFMC 2.0, an enhanced and updated dataset for live fuel moisture content research	67
OPERAnet, a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors	66
Machine learning-ready remote sensing data for Maya archaeology	66
Chromosome-level haplotype-resolved genome assembly of bread wheat’s wild relative Aegilops mutica	65
A near-global dataset of dissolved organic carbon concentrations and yields in forested headwater streams	65
Pennsieve: A Collaborative Platform for Translational Neuroscience and Beyond	65
Multimodal Data for the Detection of Freezing of Gait in Parkinson’s Disease	65
Hydrological model-based streamflow reconstruction for Indian sub-continental river basins, 1951–2021	65
A dataset of patients with isolated and syndromic optic neuropathies linked to RTN4IP1 genetic variants	65
A comprehensive genomic and transcriptomic dataset of triple-negative breast cancers	64
An open dataset for oracle bone character recognition and decipherment	64
MarNemaFunDiv: a first comprehensive dataset of functional traits for marine nematodes	64
Data on the Implementation of the 1958 National Defense Student Loan Program in the United States	64
NeuMa - the absolute Neuromarketing dataset en route to an holistic understanding of consumer behaviour	64
Full Field Digital Mammography Dataset from a Population Screening Program	63
Dataset on heavy metal pollution assessment in freshwater ecosystems	63
Chromosome-level genome assembly and annotation of potato grouper (Epinephelus tukula)	63
FIGARO-E3: a high-resolution extended multi-regional input-output database consistent with official statistics	62
A dataset of the daily edge of each polynya in the Antarctic	62
RailFOD23: A dataset for foreign object detection on railroad transmission lines	62
Global dataset of soil eukaryotic communities created with a uniform protocol and long read sequencing	61
Chromosome-level assemblies of cultivated water chestnut Trapa bicornis and its wild relative Trapa incisa	61
The landscape of abiotic and biotic stress-responsive splice variants with deep RNA-seq datasets in hot pepper	61
A construction waste landfill dataset of two districts in Beijing, China from high resolution satellite images	61
Molecular landscape of respiratory infection: A large-scale, multi-centre blood transcriptome dataset	61
SnowRef-Drive: A Global Instruction-Driven Traffic Video Segmentation Dataset for Adverse Weather Driving Scenarios	61
High-resolution thermal infrared dataset for airborne person detection in SAR missions	61
Spatio-temporal dataset (2009–2012) of Culicoides spp., vectors of livestock viruses, in France	60
T1DiabetesGranada: a longitudinal multi-modal dataset of type 1 diabetes mellitus	60
A dataset of real-world oscillograms from electrical power grids	60
Empowering open data sharing for social good: a privacy-aware approach	60
A semantic approach to mapping the Provenance Ontology to Basic Formal Ontology	59
Statistical performance indicators and index—a new tool to measure country statistical capacity	59
PPB-Affinity: Protein-Protein Binding Affinity dataset for AI-based protein drug discovery	59
Home monitoring with connected mobile devices for asthma attack prediction with machine learning	59
A large EEG dataset for studying cross-session variability in motor imagery brain-computer interface	59
Dynamic urban morphology mapping in Chinese cities based on local climate zone approach	58
A dataset for deep learning based detection of printed circuit board surface defect	58
A database of steric and electronic properties of heteroaryl substituents	58
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection	58
Data integration of urban surface and river bathymetry to support flood risk management	58
BUS-UCLM: Breast ultrasound lesion segmentation dataset	58
A large-scale dataset of patient summaries for retrieval-based clinical decision support systems	58
A longitudinal cross-country dataset on agricultural productivity and welfare in Sub-Saharan Africa	57
A comprehensive dataset of riverine levee overtopping events for advancing risk assessment	56
F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems	56

The draft genome sequences of the cosmopolitan centric diatom, the genus Skeletonema	55
A tree-based corpus annotated with Cyber-Syndrome, symptoms, and acupoints	55
A chromosomal-level genome assembly of Odontolabis cuvera Hope, 1842 (Coleoptera: Lucanidae)	55
An 8-model ensemble of CMIP6-derived ocean surface wave climate	55
Analysis of AlphaMissense data in different protein groups and structural context	55
The HAInich: A multidisciplinary vision data-set for a better understanding of the forest ecosystem	55
Proteomic Dataset of Sparganum proliferum and Spirometra mansoni to Understand Asexual Proliferation in Hosts	54
Innovative molecular networking analysis of steroids and characterisation of the urinary steroidome	54
Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method	54
A database of in situ water temperatures for large inland lakes across the coterminous United States	54
Chromosome-level genome assembly of Odontothrips loti Haliday (Thysanoptera: Thripidae)	54
Transcriptome profiling of mRNA and lncRNA involved in wax biosynthesis in cauliflower	53
Ontology for the Avida digital evolution platform	53
Chromosome-scale genome assembly and annotation of Xenocypris argentea	53
Three-dimensional chromatin architecture datasets for aging and Alzheimer’s disease	53
A Chinese Face Dataset with Dynamic Expressions and Diverse Ages Synthesized by Deep Learning	53
STInt: An integrated dataset covering science, technology and industry information in the pharmaceutical field	53
A global dataset for steel aluminum and cement in-use stocks at 500 m gridded level 2000-2019	53
Data scheme and data format for transferable force fields for molecular simulation	52
A chromosome-level genome assembly of skipjack tuna, Katsuwonus pelamis (Perciformes: Scombridae)	52
Chromosome-level genome assembly of Siberian kale (Brassica napus subsp. pabularia)	52
Harmonized Database of Western U.S. Water Rights (HarDWR) v.1	52
A panel sequencing dataset of peripheral blood gene variations in pan-cancer	52
Detection of differential bait proteoforms through immunoprecipitation-mass spectrometry data analysis	52
Chromosome-level genome assembly of the Tyrrhenian tree frog (Hyla sarda)	52
A curated dataset on the distribution of West Palaearctic freshwater bivalves	51
Whole genome sequencing and structural variations provide insights into the body size traits of Hu sheep	51
Renji endoscopic submucosal dissection video data set for colorectal neoplastic lesions	51
A combined microbial and biogeochemical dataset from high-latitude ecosystems with respect to methane cycle	51
Migrant Electoral Rights (MER) New Data from 165 Countries and Six Decades	50
Haplotype-resolved T2T genome assembly of the pear cultivar ‘Danxiahong’	50
8,266 SARS-CoV-2 Genomic Assemblies from Asymptomatic Carriers in Japan	50
The RESILIENT Dataset: Multimodal Monitoring of Ageing-Related Comorbidities and Cognitive Decline	50
A Labrador PeptideAtlas and DIA spectral assay library - resources for proteomics research in dogs	50
Analysis-ready optical underwater images of Manganese-nodule covered seafloor of the Clarion-Clipperton Zone	49
An RNA-seq time series of the medaka pituitary gland during sexual maturation	49
AHAD: African major crops harvested area dataset for the years of 2000, 2010, and 2020	49
A DNA Barcode Reference Library of Native Seed Plants in Chinese Dryland Regions	49
An intra-annual 30-m dataset of small lakes of the Qilian Mountains for the period 1987–2020	49
AVDOS-VR: Affective Video Database with Physiological Signals and Continuous Ratings Collected Remotely in VR	49
The 2021 Tower Lake Dense Array Experiment for High-Resolution Microseismicity Monitoring During Hydraulic Fracturing	49
A Central European tree species dataset of annotated terrestrial laser scanning point clouds - TreeScanPL10K	49
A global dataset on mungbean for managing seed yield and quality	49
Genome Skimming Reveals Genetic Diversity in 220 Papaver Individuals from China	49
A multi-model based dataset of global atmospheric moisture source-sink relationships and atmospheric basins	48
Metagenomic sequencing and reconstruction of 82 microbial genomes from barley seed communities	48
Borrelia PeptideAtlas: A proteome resource of common Borrelia burgdorferi isolates for Lyme research	48
Cognitive tasks, anatomical MRI, and functional MRI data evaluating the construct of self-regulation	48
Dataset of the suitability of major food crops in Africa under climate change	48
A point-of-use drinking water quality dataset from fieldwork in Detroit, Michigan	48
A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain	48
De novo transcriptome analysis of Perna perna L. (Bivalve) with functional and metabolic pathway analysis	48
Constructing a global human epidemic database using open-source digital biosurveillance	48
A whole rock geochemical dataset for magmatic rocks drilled on the mid-Norwegian margin	48
An integrated multi-source dataset of elasmobranchs in the Red Sea following the Red Sea Decade Expedition	48
Chromosome-level genome assembly of mud snail Bullacta exarata	47
Comprehensive curation and validation of genomic datasets for chestnut	47
3DSC - a dataset of superconductors including crystal structures	47
Wheel-Mounted Inertial Datasets	47
Non-coding RNA profiling in BRAFV600E-mutant cutaneous melanoma before and after Spry1 depletion	47
Gap-free 16-year (2005–2020) sub-diurnal surface meteorological observations across Florida	47
Chromosome-level genome assembly of the sap beetle Glischrochilus (Librodor) japonius (Coleoptera: Nitidulidae)	47
24-hour average PM2.5 concentration caused by aircraft in Chinese airports from Jan. 2006 to Dec. 2023	47
Human gut archaea collection from Estonian population	47
SignEEG v1.0: Multimodal Dataset with Electroencephalography and Hand-written Signature for Biometric Systems	47
Acting Emotions: a comprehensive dataset of elicited emotions	47
Comprehensive UAV and ground data for typical semiarid sites in the midstream of the Heihe River Basin	47
Single-nucleus RNA sequencing dataset of diverse tissues from wild-type monkey and Tau-P301L transgenic monkey	46
Publisher Correction: Chromosome-level genome assembly and annotation of xerophyte secretohalophyte Reaumuria soongarica	46
A compendium of temperature and salinity profiles and discrete nutrients from selected NOAA programs in Alaska	46
Muscle Proteomic Dataset of A Threatened Indian walking catfish, Clarias magur (Hamilton 1822) Exposed to Thermal Stress	46
In vivo submillimeter diffusion MRI dataset of 9 macaque brains curated for tractography	46
Improved high quality sand fly assemblies enabled by ultra low input long read sequencing	46
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining	46
Author Correction: Geographical characterisation of British urban form and function using the spatial signatures framework	46
Kymata Soto Language Dataset: an electro-magnetoencephalographic dataset for natural speech processing	45
Chromosome-level genome assembly of Monochamus sutor in China	45
Labeled photovoltaic installations for orthographic aerial imagery in Queens, New York	45
A benchmark database of ten years of prospective next-day earthquake forecasts in California from the Collaboratory for the Study of Earthquake Predictability	45
A multimodal dataset for coronary microvascular disease biomarker discovery	45
Contextualized race and ethnicity annotations for clinical text from MIMIC-III	45
A Deep Learning-Enabled Ionogram Dataset for Detection and Classification of Low-latitude Spread-F Phenomena	45
Distribution of soil macrofauna across different habitats in the Eastern European Alps	45
A Biomechanical Dataset of 1,798 Healthy and Injured Subjects During Treadmill Walking and Running	44
HealthRing: Physiology Dataset for Health Sensing on Rings	44
The genome assembly and annotation of the cricket Gryllus longicercus	44
A soil database from Queretaro, Mexico for assessment of crop and irrigation water requirements	44
Psilocybin’s acute and persistent brain effects: a precision imaging drug trial	44
High-Resolution Ultrasound Data for AI-Based Segmentation in Mouse Brain Tumor	44
Sentinel-3 Altimetry Thematic Products for Hydrology, Sea Ice and Land Ice	44
Impact factors for quantifying country-level terrestrial biodiversity intactness footprints (IBIF)	44
3D motion analysis dataset of healthy young adult volunteers walking and running on overground and treadmill	44
Bimodal electroencephalography-functional magnetic resonance imaging dataset for inner-speech recognition	44
Pan-genome based on chromosome sequences of wild and cultivated Agaricus bisporus	43
Seven years of time-tracking data capturing collaboration and failure dynamics: the Gryzzly dataset	43