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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
826 datasets
Brazilian Amazon River floodplain data provides a digital mosaic compiled from 29 Landsat Thematic Mapper images. The dataset was created through the EOS-IDS Project by a consortium including INPE, CENA, University of Washington, University of California Santa Barbara, and NASA. It covers the mainstem from the river's mouth to its spring, with imagery selected from 1986 to 1995 during the high water season.
38.3 MB of microscopy data from an experiment investigating how engineered triacylglycerol droplet interfaces influence the assembly of β-lactoglobulin into artificial amyloid fibrils. The dataset, authored by Xiyu Xu and last updated on 2026-04-28, includes multiscale optical and electron microscopy observations comparing fibril formation at β-lactoglobulin-stabilized versus phosphatidylcholine-stabilized interfaces.
Daily reprojected Level 2P remote sensing reflectance data from the Sentinel-3 OLCI instrument, processed by CSIRO for the eReefs Phase 5 project. The product uses the FUB-CSIRO Coastal Water Processor to derive above-water spectral reflectance at a reduced resolution of approximately 1000 meters per pixel. It includes multiple quality flag layers for data control, such as standard Level 1 flags and algorithm-specific out-of-range flags.
Melbourne area measurements of industrially caused vibrations classified by their likelihood of causing building damage. The data was collected by Geoscience Australia Data in 1960. It includes assessments of vibrations from blasting, internal building movement, traffic, and machinery.
Australian Charities and Not-for-profits Commission (ACNC) provides Annual Information Statement (AIS) data for registered charities from the 2023 reporting period. The dataset includes information on charity programs, human resources, and financial details, updated weekly. Data is voluntarily submitted by charities within six months of their reporting period end.
Australian Charities and Not-for-profits Commission (ACNC) data contains Annual Information Statements (AIS) lodged by registered charities for the 2022 reporting period. The dataset includes information on charity programs, human resources, and financial details. It is updated weekly by the national regulator.
2021 Annual Information Statement data from charities registered with the Australian Charities and Not-for-profits Commission. The dataset includes information on charity programs, human resources, and finances, submitted within six months of each charity's reporting period.
Annual Information Statements from charities registered with the Australian Charities and Not-for-profits Commission for the 2020 reporting period. The dataset includes information on charity programs, human resources, and financials, collected as a mandatory annual submission for registered entities. Data is published by the national regulator, the ACNC, and excludes information from charities that have successfully applied to withhold their details.
Weihong Li published supplementary data for a diabetic kidney disease study on figshare in May 2026. The 317.9 KB XLSX file contains underlying data supporting transcriptomic and machine learning analyses. Files include differential expression results, mitochondrial quality control gene screening, and outputs from machine learning, enrichment, immune infiltration, and drug repositioning analyses.
9.5 KB of descriptive statistics for an original vibration signal, analyzed in the time domain. The dataset was authored by Antonio Pérez-Torres and last updated on May 18, 2026. It is available under a CC-BY-4.0 license.
Cryo-EM structures of monomeric and dimeric ZYG11B-EloB-EloC complexes bound to a substrate peptide, deposited by Ni Lin on figshare. The dataset is 370.8 MB in size and was last updated on 2026-05-26. It contains PDB and MRC files detailing the assembly and functional mechanisms of the CRL2^ZYG11B ubiquitin ligase complex.
399 grayscale images of electrical commutator surfaces, annotated with axis-aligned bounding boxes for defect regions. This dataset was created by Voxel51 for the ICPR 2021 and COMIND 2021 papers. The dataset page was last updated on 2026-05-19.
A summary of ANOVA results showing the significance of machining parameters on machining responses at a 95% confidence level. The dataset was authored by Palanisamy Angappan and is available in XLS format. It was last updated on May 12, 2026.
A qualitative research study investigates strategies for mitigating ordinary supply chain disruptions across retailers in the Cape Metropole. Insights were gathered from a purposive sample of 11 supply chain experts, including senior buyers and managers, using semi-structured interviews. The data, analyzed with ATLAS.ti software, identifies factors like raw material shortages, delivery delays, and planning errors.
A theoretical paper by Tijn Fleuren, last updated in April 2026, analyzing risk-based decision models for dyadic supply chains. The work examines unconstrained mean-risk newsvendor models and channel coordination under stockout costs. It is published on figshare under a CC-BY-4.0 license and consists of TEX and BIB files totaling 75.9 KB.
Five electoral divisions were determined for the 19 October 2024 ACT Legislative Assembly election. The boundaries and names were finalized by the Augmented Electoral Commission, with the final report tabled on 24 October 2023. The dataset is provided by the ACT Government Geospatial Data Catalogue (ACTmapi).
Mengqing Wu published data on figshare in 2026 detailing the optical properties of two engineered crystals. The dataset, 13.0 KB in size, contains experimental measurements for (C8H6FN2O)2SiF6 and (C8H6FN2O)Cl crystals. These measurements show significant birefringence values of 0.32 and 0.51 at 546 nm.
A test dataset for a proposed residual-based method to detect spatial heteroscedasticity in geographically weighted regression models. The dataset includes simulation results and two real-world examples, authored by Chen jing Chen and shared under a CC-BY-4.0 license on figshare. The method's performance was assessed through simulations, showing high accuracy in detecting complex spatial variance patterns.
133.7 KB of experimental results from a study investigating tea polyphenols as a novel anti-virulence strategy against Salmonella Typhimurium. The data, authored by Xingyuan Liu and last updated in April 2026, likely contains measurements on flagellar function, protein interaction, and host cell invasion. This work identifies FliC as a critical target for attenuating bacterial pathogenicity.
The Suikerunie Factory dataset originates from a thesis by the Ministerie van Binnenlandse Zaken en Koninkrijksrelaties. It contains research on developing a spatial strategy for creative-based urban development on a former 125-hectare industrial sugar factory site in Groningen, purchased by the municipality in 2010. The work addresses redevelopment with limited financial resources by engaging local creative entrepreneurs.