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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
830 datasets
MBHM is a multimodal dataset for bearing health management created by SIA-IDE and released in 2024. It integrates vibration signals and a health management text corpus derived from 9 distinct public datasets to support industrial diagnostic research.
Global Upper Air CARDS TDF-56 is a historical meteorological dataset containing upper air observations. It provides global data for the period 1946-1975, though coverage varies by station, and was assembled by the National Climatic Data Center (NCDC) from many smaller data sets. The dataset is archived by NOAA NCEI and was last updated in 1975.
The ICEMAPPER system was developed by AU_AADC to create semi-automated sea-ice and cloud maps from NOAA AVHRR imagery. The system applies classification rules to five spectral bands to categorize pixels as open water, low cloud, high cloud, or sea ice concentrations. The dataset, last updated in March 1997, represents a prototype operational mapping system for the Southern Ocean near the Antarctic coast.
Australia and New Guinea provide the primary geographic scope for this historical meteorological dataset. The National Climatic Data Center archives this upper air data, which was received from Australia and covers the period from 1950 through 1993. It contains major atmospheric parameters including pressure, temperature, humidity, and wind measurements.
Historical upper air meteorological data for the People's Republic of China, assembled by the nation's authorities. The dataset covers the period from 1957 to 1990, with varying periods of record for individual stations. It was archived by the National Climatic Data Center (NCDC) as part of the larger Comprehensive Aerological Data Set (CARDS).
Radiation measurements were collected during a long ice station from the icebreaker Oden in the second half of August 2008. The dataset includes different measurement types, such as incident and reflected radiation, captured using TriOS Ramses spectroradiometers. The data was published by SCIOPS and is associated with research documented in Nicolaus et al., 2010.
4 reporting stations in South Korea provided this historical upper air meteorological data from 1984 to 1992. The dataset, DSI-6319, was archived by the National Climatic Data Center (NCDC) after being obtained from a visiting scientist in 1993. It was later incorporated into the larger, quality-controlled Comprehensive Aerological Data Set (CARDS).
1951-1981 historical meteorological upper air data for Brazil, archived as DSI-6324 at the National Climatic Data Center. The dataset includes parameters like pressure, temperature, humidity, and wind. It was assembled by NOAA_NCEI from various sources and was last updated in 1981.
Australia GTS Upper Air is a historical meteorological dataset containing upper air observations from scattered global stations. The dataset, archived at the National Climatic Data Center, comprises data for the years 1990 through 1993. It was originally received in Australia via the Global Telecommunications System and is part of the larger Comprehensive Aerological Data Set (CARDS).
Historical meteorological upper air data spanning 16 years from 1948 to 1963, archived by the National Climatic Data Center. This dataset, designated DSI-6310, is part of the larger Comprehensive Aerological Data Set (CARDS) but was not quality controlled by the NCDC. It has been superseded by the Integrated Global Radiosonde Archive (IGRA).
A Web Map Service (WMS) layer published on January 16, 2025, provides the official development plan ‘Vollenburg West (Urschrift)’ for the municipality of Efringen-Kirchen, Germany. The data originates from the XPlanung 5.0 standard and is served by the Bundesamt für Kartographie und Geodäsie. It describes land designated for mixed and commercial use in the Kleinkems district, specifically a former cement factory site.
A Web Map Service (WMS) layer containing INSPIRE-transformed development plans for the Logic Factory - Ingenieurbüro Rajsich engineering office. The data is based on XPlanung datasets version 5.0 and was published by the Bundesamt für Kartographie und Geodäsie. The service was last updated on September 23, 2025.
Data supports an analysis of environmental filtering on local community assembly within Caribbean Anolis lizard adaptive radiations. It includes constructed maps for the probability of Anolis ecomorph presence and derived estimates of ecomorph community completeness (ECC) across the Greater Antilles. The dataset was authored by Katharina C. Wollenberg and published in June 2020.
Yhyu13 uploaded this dataset to Hugging Face on 2024-01 03. It contains processed JSON files for the ToolBench project, intended for training and evaluating language models on tool-use tasks. The data is derived from the original ToolBench repository and has been tailored for use with frameworks like LLaMA-Factory.
The dataset includes heterogeneous data sources collected from telemetry datasets of IoT and IIoT sensors, operating systems datasets of Windows 7 and 10 as well as Ubuntu 14 and 18 TLS, and network traffic datasets. It was collected from a realistic and large-scale network designed at the University of New South Wales. The dataset was uploaded to HuggingFace by codymlewis and last updated on December 6, 2024.
400,000 rows of Nigerian retail and e-commerce logistics data organized into 12 columns. The dataset captures product and inventory movement records in CSV and Parquet formats for supply chain analysis within the Nigerian market.
Records from the Bureau of Safety and Environmental Enforcement's Serial Register Page, managed by the U.S. Department of the Interior. The dataset contains information related to offshore leasing activities, though specific row and column counts are unavailable. It was last updated in January 2026.
1,016 U.S. commodities defined by the 2017 NAICS system have greenhouse gas emission factors based on 2022 GHG data. The dataset provides three factor types per commodity: Supply Chain Emissions without Margins (SEF), Margins (MEF), and their combined total (SEF+MEF). It was produced by the U.S. Environmental Protection Agency and updated in July 2024.
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).