Loading...
Loading...
Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
830 datasets
DSI-6314 is a historical upper air meteorological dataset assembled by the USSR from Global Telecommunications System (GTS) data. It provides global coverage for the period 1984 to 1990. The data was later incorporated into the larger, quality-controlled Comprehensive Aerological Data Set (CARDS), DSI-6305.
Hong Kong Upper Air is a historical meteorological dataset containing upper air observations from 1956 to 1990. The data was archived by the National Climatic Data Center (NCDC) as part of the larger Comprehensive Aerological Data Set (CARDS) but was not quality controlled at the source. Major parameters include pressure, temperature, relative humidity, and wind speed and direction.
Meteorological upper air data for Argentina, assembled by the nation and archived by the National Climatic Data Center. The collection includes records from 21 reporting stations covering the period 1958 to 1991, with varying periods of record per station. This data was incorporated into the larger, quality-controlled Comprehensive Aerological Data Set (CARDS).
Emission factors for US industries and commodities quantify greenhouse gas emissions per dollar spent across the supply chain. The dataset provides factors for years from 2010 to 2016 at two levels of sector aggregation. It includes data quality scores for reliability, temporal, geographical, and technological correlation.
Experimental data investigates the self-assembly behaviors of a peptide-drug conjugate (Ket-L-VEVE). The study analyzes the influence of molecular design, assembly time, pH, and hydrogen bond inhibitors on aggregate morphology, which ranged from micelles to nanoribbons. The work, authored by Qin Fan and published in 2020, proposes a mechanism involving π-π stacking and hydrogen bonding.
2020 data from a study on Cataglyphis fortis desert ant navigation examines how ants weigh olfactory cues against path integration information during homing and foraging. The dataset, authored by Cornelia Buehlmann, contains behavioral observations related to path integration, odour plume response, and foraging strategies. Specific row and column counts are not provided in the input.
Aggregating experimental data from a study on proprioceptive interaction between the arms during a single-arm pointing task. The study involved three experiments examining how vibration-induced illusions in one arm are affected by the posture and vibration of the contralateral arm. The data was authored by Kazuyoshi Kigawa and last updated in June 2020.
A collection of experimental data from mutant mice investigating how brain-derived Sonic Hedgehog (SHH) and olfactory epithelium signals control the morphogenesis of the cartilaginous nasal capsule. The research reveals these neural signals shape the nasal capsule, which subsequently influences the development of surrounding membranous facial bones. The data was authored by Marketa Kaucka and was last updated in June 2020.
A process-based forest gap model generated data to explore environmental and biotic assembly processes on tree communities. The simulation experiment covered 11 sites across central Europe, testing for trait divergence or convergence resulting from competition. The dataset supports analysis of how site fertility and competition for light influence functional trait composition.
1 dataset file named mulberry_sft.json containing conversational data for fine-tuning the Mulberry model series. The data follows the ShareGPT format and is structured with a messages column to support multi-turn dialogue training via the LLaMA-Factory framework.
GF-Minecraft Dataset is a resource for creating new games with generative interactive videos. The dataset was created by researchers from The University of Hong Kong and Kuaishou Technology and was last updated on March 22, 2025. It is hosted on Hugging Face by the author KlingTeam.
A test dataset introduced by desimfj covering five physics disciplines, with problems ranging from high school to graduate-level courses. The dataset was last updated on 2025-09 14:38:39 and includes rigorous quality control. At this stage, only the test portion is provided, with the training portion to be open-sourced in the future.
Forest areas certified under the PEFC Chain of Custody standard, which tracks sustainable material from forest to final product. The dataset was provided by the CEOS_EXTRA organization and last updated in 2011. It supports verification of claims about products originating from sustainably managed forests.
PEFC Chain of Custody certifications track certified wood and non-wood forest products from sustainable forests through the supply chain. The dataset, provided by CEOS_EXTRA, was last updated in January 2011. It quantifies the number of certifications held by entities along the forest-based product value chain.
The Department of Homeland Security document details the establishment of the Government Supply Chain Investigations Unit (GSCIU). It outlines the unit's three critical missions: protecting national security, ensuring military readiness, and assuring veteran and warfighter safety. The GSCIU operates in a task force environment to integrate interagency information for combating supply chain threats.
Weekly aggregated data on steel imports into the United States, published by the Department of Commerce to alert users to changes in import patterns. The monitor provides close to real-time aggregate volume, value, and pricing data for all imported steel mill products.
The U.S. Aluminum Import Monitor aggregates detailed license information for aluminum imports under the Census Bureau's definition of steel mill products. It provides weekly, near real-time data on import volume, value, and pricing to alert users to changes in import patterns. The dataset is published by the U.S. Department of Commerce and was last updated in September 2025.
1,016 U.S. commodities defined by the 2017 NAICS system have greenhouse gas emission factors based on 2019 data. The dataset provides three factor types per commodity: Supply Chain Emissions without Margins (SEF), Margins (MEF), and their combined total (SEF+MEF). Factors are expressed as kg CO2e per 2021 USD or as kg of individual GHGs per dollar.
This large-scale image dataset features wood surface defects captured at a consistent resolution of 2800 x 1024 pixels for industrial quality control. It provides dual-layer annotations including bounding boxes in YOLO format and semantic maps for precise defect localization.
A WMS service provides the urban development plan '4/B Cancellation of the construction lines of the Fabrikstraße' for the city of Geislingen an der Steige. The data is transformed according to the INSPIRE interoperability standard and is based on an XPlanung dataset in version 5.0. The Bundesamt für Kartographie und Geodäsie published the service, which was last updated on March 9, 2023.