cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uup4sp
title: Occurrence Download

description: A dataset containing 14624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus viridis L."
 ]
}

 The dataset includes 14624 records from 581 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027093-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grkaqo
title: Occurrence Download

description: A dataset containing 103836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Antarctica",
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 103836 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001195-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn8yse
title: Occurrence Download

description: A dataset containing 1240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes persulcatus Schulze, 1930"
 ]
}

 The dataset includes 1240 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005464-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftwpkt
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Phaeolus schweinitzii (Fr.) Pat."
 ]
}

 The dataset includes 94 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033878-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rdu8c
title: Occurrence Download

description: A dataset containing 17702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-115.5028 30.8141,-115.14143 30.8141,-115.14143 31.0705,-115.5028 31.0705,-115.5028 30.8141))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17702 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010369-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n6h5mfjrxh.1
title: Endothelial cells, TNF and HDAC inhibitors flow cytometry (2)

description: Endothelial cells treated with TNFa, with or without HDAC inhibitors
Stained for
ICAM-1 AF488 E-selectin-PE VCAM1-APC HLA I-BV510 PECAM1-PE/Cy7
DOI: 10.17632/4h8sxtws84.1
title: Endothelial cells, TNF and HDAC inhibitors flow cytometry

description: Endothelial cells treated with TNFa for 4hr and 24hr, +/- BCL6 or HDAC inhibitors
ICAM-1 AF488 E-selectin PE VCAM-1 APC HLA I BV510 CD31 PE/Cy7
DOI: 10.17632/3k8dg8v2p5.1
title: HAEC-T Cell Coculture Flow Cytometry

description: HAEC treated with IFNg 24hr, then cocultured with allogeneic PBMC for 24hr. Both nonadherent and adherent fractions stained for 
CD3 PE
CD4 violetFluor 450
CD8a FITC
IL-2Ra APC
CD69 PE-Cy7
CD105 BV510
DOI: 10.17632/fpmt8y8fjp.1
title: HAEC non-classical HLA expression

description: HAEC n=5 treated with TNF and IFNg. Stained for HLA-ABC BV510 MICA/MICB AF488 HLA-E PE HLA-F APC
DOI: 10.17632/2ngtryrs82.1
title: Flow Cytometry Data HAEC IFNg

description: HAEC n=3 biological replicates. IFNg treated +/- BCL6 inhibitors. Stained with PD-L1-PE/Cy7 PD-L2-APC HLA-ABC-BV510 HLA-DR-BV421 HLA-DQ-FITC HLA-DP-PE
DOI: 10.17632/vh547g2mx5.1
title: RNA-Seq CPM HAEC treated with IFNg

description: normalized CPM of RNA-Seq data. n=3 primary HAEC biological replicates. untreated, IFNg 24hr, FX1, ruxolitinib, BI-3812, BI-3802
DOI: 10.17632/zf8hpmdmjc.1
title: scRNA-Seq of rejecting human heart transplant biopsy

description: Cloupe files for a normal and acute rejection biopsy from an adult heart transplant patient
DOI: 10.17632/dj8hyxrzbv.1
title: Double Row Facility Layout Problem - Ten instances with n in {19,20} and eight Q-instances with n in {18,20}

description: These are two DRFLP datasets. One dataset contains ten instances: nine instances with n=20 and one instance with n=19. The other contains eight Q-instances: five with n=18 and three with n=20. Q-Instances are derived from Quadratic Assignment Problem (QAP) instances, as explained in the paper:
Amaral, A. R. S. (2024). A mixed-integer programming formulation for optimizing the double row layout problem.
Optimization Methods and Software, 1–17. https://doi.org/10.1080/10556788.2024.2349093
DOI: 10.17632/jggkrt9y3w.1
title: In vitro microscopy HAEC treated with TNF, IFN stained for NFKB STAT1

description: HAEC treated with IFNg +/- inhibitors, stained for ZO1, STAT1, DAPI
HAEC treated with TNFa +/- inhibitors, stained for p65 NFKB, ZO1, DAPI

CZI files and representative images
DOI: 10.17632/57fgn984z7.1
title: A Crow's Tale-Dreams and Fantasies

description: This is a revised, updated and expanded version from the first dataset. This version contains additional photographs, Haiku about the crow, proverbs and interesting facts.
The research information came from various books on symbols, mythology, and Haiku. The photographs were made with an artificial intelligence generator and enhanced with photoshop after I planned the concept for the photograph. The idea was to take a symbolic or mythological fact attributed to the common crow and create an interesting photograph about the crow.
DOI: 10.17632/wyrfyjzhtw.1
title: Estuary echoes: Unravelling research trends with Bibliometrics dataset in Sri Lanka

description: A dataset from the WoS database is utilized to investigate unravelling research trends of Sri Lanka's estuary echoes. Bibliometrics software (VOSviewer) and Excel were used to assist the duplication process. Articles were sorted using keyword reviews, abstract assessments, and, if necessary, a full article examination, in accordance with the PRISMA protocol, which includes stages such as identification, screening, eligibility and inclusion, as well as the application of inclusion and exclusion criteria. This method retrieved 58 acceptable documents, paving the path for further bibliometric research.
DOI: 10.17632/s7bj3dx39j.1
title: Ecological Footprint (AD23)

description: This dataset presents the results of 233 High School students in Mexico that answered the Ecological Footprint Calculator operated by the Global Footprint Network. Students computed their ecological footprint at the begginging (variables which names end with "t.0") and at the end (variables which names end with "t.1") of the academic semester. The variable "Actions" denotes whether the student was part of the experiment group of the educational innovation, that is, if they received the pluralistic intervention and ecological actions activity. Demographic charactheristics of sex, age and year (academic semester of the student) were used to pair the observations of the "experiment" and "control groups" using the propensity score matching in a quasi-experiment methodology.
DOI: 10.17632/h7pzk98nms.1
title: Database of stress intensity factor solutions

description: Database of stress intensity factor solutions
DOI: 10.17632/45gms6ny7w.1
title: cell free DNA

description: data for cfdna in neonatal sepsis
DOI: 10.17632/stbpjgsv5y.1
title: Sample of papers about “supply chain” AND disruption

description: Metadata of a sample of &gt;4000 papers related to “supply chain” AND disruption
DOI: 10.15468/dl.bqdp65
title: Occurrence Download

description: A dataset containing 82636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron tomentosum (Stokes) Harmaja"
 ]
}

 The dataset includes 82636 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010371-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dzd74
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper marsupiiferum Trel."
 ]
}

 The dataset includes 103 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010372-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwvfba
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.60043 17.95589,-85.20644 23.96991,-85.20644 26.58022,-98.48699 26.74051,-97.15894 17.1199,-85.60043 17.95589))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinoptera bonasus (Mitchill, 1815)"
 ]
}

 The dataset includes 166 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010373-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/g4v69th2ft.1
title: Vulnerability to energy poverty aggregated per province

description: The dataset here presented is the result of the selection of 11 indicators initially at NUTS 5 level and then aggregated at NUTS 3
DOI: 10.17632/87gsgpj8zy.1
title: Mechanical Test Lung

description: Supplemental document of a mechanical test lung.
DOI: 10.17632/7sczrgm4mt.1
title: Qualitative Study of Behavioral & Social Factors Affecting Open Waste Burning

description: This folder consists of interview recordings, verbatim transcriptions of the recordings, and the initial code file of Taguette including the exported file of each tag group for the study titled "Qualitative Study of Behavioral & Social Factors Affecting Open Waste Burning" submitted to Wiley's Environmental Quality Management.
DOI: 10.17632/7sczrgm4mt.2
title: Qualitative Study of Behavioral & Social Factors Affecting Open Waste Burning

description: This folder consists of interview recordings, verbatim transcriptions of the recordings, and the initial code file of Taguette including the exported file of each tag group for the study titled "Qualitative Study of Behavioral & Social Factors Affecting Open Waste Burning".
DOI: 10.17632/3jhhtc57t5.1
title: TIMIR (Low Light - Dark Images)

description: Low-light image enhancement is a significant area of research and development in computer vision and image processing. The research based on low light images aims to improve the visibility and quality of images captured in poor lighting conditions. The database, TIMIR, is created in order to facilitate the researchers with different datasets. This dataset contains total 946 images of different categories like animals, birds, clouds, flowers, foods and random clicks.
DOI: 10.17632/8snkkrd5vr.1
title: Internal Self-benefit or External Self-benefit? The Effects of Message Appeals and Regulatory Focus on Blood Donation Intention
DOI: 10.17632/bstwt2j4d8.1
title: CCAR1 promotes DNA repair via alternative splicing

description: original uncropped western blot/ gels/ images for all the figures presented in the paper
DOI: 10.17632/4pyvp4xcrj.1
title: alumunium export-import

description: Characteristics of bauxite mineral supplies that can be used for input in Causal Loop Diagram
DOI: 10.17632/gtm25crhcg.1
title: GNAS

description: Raw data for the study of "GNAS, not a highly mutated gene, has prognostic significance and carcinogenic effects in osteosarcoma"
DOI: 10.15468/dl.9v8xpd
title: Occurrence Download

description: A dataset containing 110323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Cathorops mapale Betancur-R. & Acero P., 2005"
 ]
}

 The dataset includes 110323 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010351-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9wvx9h7gw5.1
title: U251 Invasion

description: Original data about U251 invasion.
DOI: 10.17632/pyxwfn94xm.1
title: MCEC_Seizure

description: This dataset was first utilized in the paper "The Seizure Detection from Extracted Skeleton-Based Data Using Graph Network and Reconstruction Techniques". It contains epilepsy monitoring videos and computer-processed skeletal data collected from four patients, covering detailed data from both seizure and non-seizure periods.
DOI: 10.15468/dl.mhjkzu
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-54.81518 -25.49503,-48.27475 -26.2957,-47.21564 -24.2354,-52.40304 -21.21284,-54.81518 -25.49503))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 556 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010375-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppjtmj
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tridacna elongatissima Bianconi, 1856"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010376-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5kxf3
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-80.36703 42.89473,-78.85499 42.82393,-79.91322 43.64034,-81.3054 45.33119,-81.86743 45.30571,-81.22371 43.80704,-80.36703 42.89473))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceanothus americanus L."
 ]
}

 The dataset includes 103 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010377-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/897yvxh699.1
title: Supporting Information

description: Supporting Information
DOI: 10.15468/dl.emksfp
title: Occurrence Download

description: A dataset containing 25848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Schinus terebinthifolia Raddi)"
 ]
}

 The dataset includes 25848 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010374-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6075/j0hx1cvj
title: Data from: Multi-Source Feature Fusion for Object Detection Association in Connected Vehicle Environments

description: The data consists of .png files for the images and .npy files for the data labels. For the data generation and Data_Loader.ipynb, we used python 3.9, pytorch 1.10, and numpy 1.21 but any of the same major versions should work as well (i.e. python 3.x, pytorch 1.x, numpy 1.x). Opencv and matplotlib are also used for plotting and viewing images.
description: This dataset contains virtual and real-world examples of object detection association in connected vehicle environments. The main object class that is represented in this dataset is vehicles and these represent the majority of samples within the dataset, though some other classes such as motorcycles, bicycles, trucks, and buses are also present in the dataset. The image data are RoI images produced by a machine learning object detector; every pair of images for each timestep is assigned a positive label ("1") if both RoI images are of the same vehicle, otherwise a negative association label ("0") is assigned to the image pair. 

There are 10k+ real-world image pairs that have been human labeled as well as over 5 million virtual images pairs that have been labeled by a heuristic automatic labeler. The real-world data was recorded on the UCSD campus using Intel RealSense D415 stereo cameras and the Sighthound vehicle recognition API was used to detect and classify each object. The virtual data was recorded in the Carla Simulator (https://carla.org/) and the object detector used was detectron2. Position estimates are included for the virtual data using information from Carla as well as the object detector (see paper for more details).
DOI: 10.15468/dl.vfa7dm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Tridacna elongatissima Bianconi, 1856",
 "Year 2021-2024"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010378-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3htdzt
title: Occurrence Download

description: A dataset containing 1838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Elgaria coerulea (Wiegmann, 1828)",
 "Year 1970-2024"
 ]
}

 The dataset includes 1838 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010379-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/367kty6nw7.1
title: SFU-HW-Objects-v3

description: A refinement of the SFU-HW-Objects-v2 dataset, with some adjustments to the bounding boxes and annotations.
DOI: 10.17632/367kty6nw7.2
title: SFU-HW-Objects-v3

description: A refinement of the SFU-HW-Objects-v2 dataset, with some adjustments to the bounding boxes and annotations.
DOI: 10.17632/367kty6nw7.3
title: SFU-HW-Objects-v3

description: A refinement of the SFU-HW-Objects-v2 dataset, with some adjustments to the bounding boxes and annotations.
DOI: 10.17632/sb33b76pz9.1
title: Testing efficiency of an enhanced grey wolf optimizer on CEC2005 and CEC2019

description: CEC2005 and CEC2019 are used as two benchmark function sets to test efficiency of an enhanced grey wolf optimizer against other fourteen algorithms. The number of independent continuous runs of the algorithms, the number of populations and the number of iterations are set to 30, 50, and 500, respectively. All the experiments are conducted on Windows 10, AMD Ryzen9 3900X processor, 32.00 GB RAM, and MATLAB R2023a environment.
DOI: 10.17632/y6ygwxgxvd.1
title: Digital 2D and 3D Modeling for Construction Safety Management in Thai Construction Projects

description: The construction industry is key to Thailand’s economy, growing consistently with both domestic and international trends. Moreover, the Thai construction industry is projected to grow by 3.0 to 4.0 percent annually from 2024 to 2026, in line with overall investment trends. However, statistical data from the Workers’ Compensation Fund show that the construction industry has consistently had the most occupational accidents, causing significant losses in life and property. Specifically, in 2019, the construction sector represented 29% of all occupational fatalities, underscoring major safety challenges. Therefore, the study focuses on the effectiveness of digital 2D and 3D modeling, including Building Information Modeling (BIM), in improving safety protocols and reducing workplace accidents. The study uses a quantitative approach to evaluate how digital 2D and 3D modeling tools impact work method development, risk assessments, safety awareness, and compliance oversight. The results demonstrate a significant positive correlation between the use of digital models and enhanced safety performance indicators, such as reduced accident rates and increased client satisfaction. The most notable improvements were observed in the areas of work method formulation and risk assessment, where digital 2D and 3D modeling provide detailed visualizations that aid in identifying potential hazards and planning safe construction practices
DOI: 10.26207/0ddt-qt82
title: MoSe2-WSe2 in-plane heterostructures for exciton confinement
DOI: 10.17632/twvch2sw66.1
title: Supplemental data files for: Stress and Deformation Characteristics of the Southern Tibetan Lithosphere: Insights from Electrical Anisotropic Studies

description: Data files for a magnetotellurics profile to study the electrical anisotropy structures of the southern Tibetan Plateau, conducted by China University of Geosciences, Beijing.
DOI: 10.15468/dl.fweqe8
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-80.36703 42.89473,-78.85499 42.82393,-79.91322 43.64034,-81.3054 45.33119,-81.86743 45.30571,-81.22371 43.80704,-80.36703 42.89473))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceanothus americanus L."
 ]
}

 The dataset includes 103 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010380-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnz579
title: Occurrence Download

description: A dataset containing 959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-58.59895 -13.32002,-43.49655 -13.32002,-43.49655 2.24104,-58.59895 2.24104,-58.59895 -13.32002))",
 "HasGeospatialIssue is false",
 "TaxonKey is Gesneriaceae"
 ]
}

 The dataset includes 959 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010381-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2crfxydfwb.1
title: Phosphate-xoygen isotopes in groundwater of the Hetao Basin, China

description: The data sets contains phosphate-oxygen isotopes, concentrations of redox sensitive components and relative abundance of bacteria in groundwater of the Hetao Basin, Inner Mongolia, China
DOI: 10.17632/2crfxydfwb.2
title: Phosphate-oxygen isotopes in groundwater of the Hetao Basin, China

description: The data sets contains phosphate-oxygen isotopes, concentrations of redox sensitive components and relative abundance of bacteria in groundwater of the Hetao Basin, Inner Mongolia, China
DOI: 10.17632/4bkwy3kjzy.1
title: Leucine Autophagy Raw blots

description: Raw Western blots