This dataset contains benign records from the Ethereum blockchain and officially reported phishing scam addresses. It is verified, and ready-to-use for research purposes such as Anomaly Detection. The research article on this dataset as follows to be cited: https://ieeexplore.ieee.org/document/9943287

This dataset contains Particle Size Distribution (PSD) data from the High Ice Water Content (HIWC) Radar Study project that took place in Fort Lauderdale, Florida. These data were analyzed by CNRS with the same processes used with the SAFIRE Falcon 20 PSD data from the Darwin and Cayenne High Altitude Ice Crystals - High Ice Water Content (HAIC-HIWC) projects. These data are being used for the overall HAIC-HIWC cloud characterization. The data files are in txt format.

This data set consists of data collected from two instruments on the NASA DC-8 aircraft from the High Ice Water Content (HIWC) Radar study that took place in Fort Lauderdale, Florida; Palmdale, California; and Kona, Hawaii. These data are from the DMT Precipitation Imaging Probe (PIP), and the SPEC Two-Dimensional Stereo probe (2D-S). Both instruments are two-dimensional optical array probes which record images of particles that travel through their sampling area. The recorded images are then analyzed to produce particle size distributions from 50 microns to 3 centimeters in diameter. The data files consist of data in txt files, and images in png format. The images are contained in tar files by flight.

The Cross Compliance Single Payment Scheme Database applies a risk rating to eligible holdings for the selection of Cross Compliance inspections and capture results of resulting field visits.

Summary of KD ± SE values of SpsD proteins for extracellular matrix components.

lc03lc/psd dataset hosted on Hugging Face and contributed by the HF Datasets community

This dataset contains RASS data from the NOAA/ESRL/PSD NAME Supersite (Obispo). This dataset consists of text files in columnar form, with header information in each file. Currently, there is no other documentation, since this information is included in the header of each file.

Dataset

This dataset was created by NITEFLYTE

Released under CC0: Public Domain

Contents

Zhangjiagang Psd Textile Co Export Import Data. Follow the Eximpedia platform for HS code, importer-exporter records, and customs shipment details.

This dataset contains 449 MHz Profiler data from the NOAA/ESRL/PSD NAME Supersite (Obispo). This dataset consists of text files in columnar format, with header information in each file. This dataset only covers 6 August 2004 through 20 September 2004. According to the data source, all data prior to 6 August was bad and have been dropped from this dataset.. Also according to the data source, the header in each data file incorrectly indicates that these files contain Altair RASS data instead of 449 MHz Profiler data.

Dataset Summary

This dataset provides image data of concrete aggregate for the task of estimating particle size distributions (PSD) using computer vision. The images were captured using a controlled camera setup installed above a conveyor belt in a concrete mixing research facility. Each image has a corresponding text file containing the ground-truth PSD obtained through mechanical sieving.

Data Acquisition

Data was recorded at a medium-scale concrete mixing plant equipped with:

• Two Allied Vision Alvium 1800 C-508 cameras
  • 25 mm focal length → fine aggregate (0–2 mm)
  • 12 mm focal length → coarse aggregate (>2 mm)
• Global shutter, 1 ms exposure time
• LED panel illumination for motion-blur-free imaging
• A sensor mount above the conveyor belt transporting the aggregate

This setup enabled consistent imaging conditions with sufficient resolution for particle analysis.

https://data.uni-hannover.de/dataset/6f844e22-12ed-48a7-9ccb-b502f8121650/resource/adcf7049-3ad3-4e9c-bd8b-1be00d867f46/download/sensorsetup.jpg" alt="Sensor setup used for data acquisition" title=" ">

Datasets

Two datasets were created to cover common aggregate size ranges used in concrete production:

𝑀ᶠⁱⁿᵉ — Fine Material (< 2 mm)

• 16 material samples
• Natural river sand
• PSDs synthetically varied by mixing pre-fractionated material

𝑀ᶜᵒᵃʳˢᵉ — Coarse Material (2–16 mm)

• 26 material samples
  • 16 natural river gravel
  • 10 recycled concrete aggregate (RCA)

Each material sample weighs 150 kg, and its PSD was systematically varied to cover a broad range of grading curves.

Note:
This repository contains only a subset of the data set that was used in the paper. In order to receive the full data set, please reach out to the authors. The dataset represents controlled variability. While this is ideal for benchmarking and model development, real industrial plants may exhibit additional stochastic variability.

Reference PSD Measurement

A 10 kg subsample from each material batch was mechanically sieved to obtain the reference PSD.

Each PSD is represented using six particle size intervals (B = 6):

• Fine dataset:
  0.063, 0.125, 0.25, 0.5, 1.0, 2.0 mm
• Coarse dataset:
  0, 2, 4, 8, 11.2, 16 mm

Each .txt reference file contains six percentile values that sum to 1.0.

https://data.uni-hannover.de/dataset/6f844e22-12ed-48a7-9ccb-b502f8121650/resource/2d5cae38-8ad7-4f82-9202-6ac807051c17/download/overview.png" alt="Example images and grading curves of the data sets" title=" ">

Use Cases

This dataset is intended for:

• PSD estimation using deep learning or classical CV
• Regression and distribution prediction tasks
• Material characterization and granulometry research
• Benchmarking computer vision methods on granular material datasets

Citation

If you use this dataset in academic or industrial research, please cite the corresponding paper:

Coenen, M., Beyer, D., Mohammadi, S., Meyer, M., Heipke, C., and Haist, M. (2026): Towards an Automated Concrete Production Control via Computer Vision-based Characterisation of Concrete Aggregate.

The TDI data and PSD/sensitivity-related files for PyCBC LISA documentation example, most of them are generated from LDC-Sangria dataset.

This data set is part of a larger set of data called the Multibeam Bathymetry Database (MBBDB) where other similar data can be found

This dataset tracks annual total students amount from 2014 to 2023 for Psd Special Services

Protein-Protein, Genetic, and Chemical Interactions for PSD (Homo sapiens) curated by BioGRID (https://thebiogrid.org); DEFINITION: pleckstrin and Sec7 domain containing

PSD

## Overview

PSD is a dataset for object detection tasks - it contains Trucks annotations for 2,062 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Profiles of particle size distribution (PSD) taken at Lake Tahoe, CA/NV. There are two sampling stations Index (LTP, 39.0972 -120.155) and Mid-lake (MLTP, 39.1417 -120.0153). See methods for details

No. 1–20 summarize the proteome data of biochemically purified PSD fraction (unbiased) and no. 21–35 are that of the PSD protein complex (candidate based). The original article, information on the sample and method, and the number of detected proteins of each dataset are described. Note that the number of proteins can be fewer than that shown in the original article because proteins that failed ID conversion were eliminated.

The Cross Compliance Single Payment Scheme Database applies a risk rating to eligible holdings for the selection of Cross Compliance inspections and capture results of resulting field visits.

FunCoup network information for gene spsD in Bacillus subtilis (strain 168). SPSD_BACSU Spore coat polysaccharide biosynthesis protein SpsD