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DNA/RNA sequences, gene expression, protein structures, metagenomics, single-cell sequencing
22,875 datasets
Mohammed Hlayel published a dataset on figshare in 2026 comparing communication protocols for industrial automation. The data supports a study evaluating a WebSocket–S7 bridge against MQTT, OPC UA, and Modbus for connecting Siemens PLCs to cloud-hosted digital twins. Performance metrics include round-trip times, latency under load, and error rates, assessed against the IEC 61588 standard.
A 5.5 KB Excel dataset summarizing CPU frame time metrics from an experimental validation of a WebSocket-S7 protocol bridge for real-time digital twin and PLC communication. The data was authored by Mohammed Hlayel and last updated on May 11, 2026. It likely contains performance measurements comparing WebSocket-S7 against MQTT, OPC UA, and Modbus protocols.
A 9.5 KB dataset containing performance metrics for industrial communication protocols. The data, authored by Mohammed Hlayel and last updated on 2026-05-11, compares WebSocket-S7, MQTT, OPC UA, and Modbus protocols for connecting Siemens S7 PLCs to cloud-hosted digital twins. It includes round-trip time (RTT) and response time measurements under single-user and multi-user loads.
Version 2 of the Australian Multibeam Guidelines provides recommended procedures for survey planning, data acquisition, and submission. The guidelines were established by the AusSeabed consortium and are designed to improve interoperability and standards for multibeam sonar data in Australian waters. This revision incorporates content from previous field manuals and aims to align with international initiatives like Seabed2030.
AGSO Journal volume 14, number 4 contains eight peer-reviewed scientific articles published by the Australian Geological Survey Organisation. The articles cover geological topics including granite and gabbro relationships in Western Australia, groundwater quality in the Northern Territory, and palynostratigraphy of Late Miocene-Early Pliocene facies. The content is provided by the Australian Ocean Data Network and was last updated on June 4, 2026.
A geological report describes the stratigraphy and structure of an area within Australia's Carnarvon sedimentary basin. The report details a sequence of rock layers, including Devonian marine sediments 4750 feet thick, Carboniferous rocks 2150 feet thick, Permian strata over 8000 feet thick, Cretaceous siltstone about 40 feet thick, and Tertiary deposits up to 80 feet thick. The document was published by the Australian Ocean Data Network and was last updated in June 2026.
BMR journal of Australian geology and geophysics vol.9 no.2 is a scientific journal issue published by the Australian Ocean Data Network. It contains 11 research articles covering paleontological and geological studies of fossils from Australia, Papua New Guinea, and Antarctica. The articles focus on specific fossil groups including brachiopods, placoderm fishes, conodonts, ostracods, foraminifera, snakes, and trilobites.
Environmental baseline data for Australia's offshore petroleum exploration includes analysis of the Quaternary evolution and modern geological processes of the Van Diemen Rise on the Sahul Shelf. The dataset likely contains information on sea bottom sediments, channel-like features, and coral reef growth patterns. It is provided by the Australian Ocean Data Network and was last updated in June 2026.
Gazetted suburb and locality boundaries for New South Wales, Australia, maintained by the Geographical Names Board. The dataset includes postcodes matched from Australia Post and is updated daily. It is part of the NSW Administrative Boundaries Theme within the Foundation Spatial Data Framework.
Outcrop and well data from the oldest Cretaceous sequence in the Giralia Anticline, Western Australia, are described and biostratigraphically assessed. The Australian Ocean Data Network provides this geological study, last updated on 2026-06 04. The description details a 10-meter thick basal sand unit overlain by 56 meters of carbonaceous siltstone-mudstone.
Global satellite data provides daily, high-resolution (0.1 x 0.1 degree) Aerosol Optical Depth (AOD) measurements from 2012-03-04 to the present. The dataset combines retrievals from the Deep Blue and Dark Target algorithms on the Suomi NPP satellite's VIIRS instrument. It includes averaged AOD values, standard deviation, pixel count, and average sensor zenith angle for quality filtering.
Aberration-corrected scanning transmission electron microscopy images reveal the atomic structure and stacking disorder of pure-silica large-pore zeolites SSZ-31 and PST-38. The data, authored by Kingsley Christian Kemp and last updated in May 2026, includes visualizations of distinct polymorphs, intergrowth boundaries, and cage structures. The 14.8 KB ZIP file is shared under a CC-BY-NC-4.0 license on figshare.
Lake Observations by Citizen Scientists & Satellites (LOCSS) Level 1 data provides water level readings for small to medium lakes across seven countries. The dataset comprises two CSV files: one listing gauge locations and attributes, and another containing time-series readings submitted via text message by local volunteers. This project, managed by NASA, focuses on lakes with an average surface area under 100 square kilometers.
Bucheng Li introduces a dataset supporting a predictive design framework for superhydrophobic coatings based on lyophobic interconnected close-packed nanostructures. The data, last updated in June 2026, likely contains quantitative analyses of relationships among contact angle, capillary pressure, bending stress, and a robustness index. This framework was used to fabricate coatings tested under extreme conditions.
5.5 KB of experimental parameter settings for a hybrid metaheuristic load balancing algorithm in fog computing. The dataset was generated by Aryan Kumar using CloudSim 6.0 and last updated on May 8, 2026. It supports the evaluation of a hybrid Bacterial Colony Optimization and Particle Swarm Optimization algorithm against other methods.
278 students aged 18–24 from two California public universities completed a survey to develop a xerostomia (dry mouth) assessment tool for young adults. The resulting 5-item Young Adult version of the Shortened Xerostomia Inventory (SXI-Y) demonstrated excellent internal consistency (Cronbach alpha = 0.817) and strong correlation with a global dry mouth measure. Author Benjamin W. Chaffee published the factor loadings and item response coefficients on figshare in May 2026.
A gap-free telomere-to-telomere reference genome for the medicinal insect Coridius chinensis. The assembly is 1.60 Gb with 8 pseudo-chromosomes and includes annotation for 12,045 protein-coding genes. This dataset was published by Songtao Tan on figshare in May 2026.
Proteomic profiling of 18 surgical samples from patients with distal cholangiocarcinoma identified 6804 proteins. The dataset includes differential expression analysis revealing 219 proteins upregulated in patients with early recurrence. Author Hyemin Kim published this data on figshare in May 2026.
893.5 KB of genomic data from figshare, last updated June 3, 2026. This CSV file contains the top 10% of XP-CLR values calculated between two lineages of the ctenophore Mnemiopsis, with appended gene annotations. It was authored by Remi N. Ketchum and is shared under a CC-BY-4.0 license.
Federica De Marchi published transcriptomic data on May 28, 2026. The dataset contains results from an integrated analysis of mRNAs, lncRNAs, and alternative splicing events in eggplant fruit peel and flower corolla, focusing on anthocyanin biosynthesis. It includes computational predictions of 4,126 lncRNAs and 34,745 novel transcript isoforms.