cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25810/swfe-bb10
title: TSIS-1 SIM L3 V05 Solar Spectral Irradiance

description: NASA’s Total and Spectral Solar Irradiance Sensor-1 (TSIS-1) operates on the International Space Station. TSIS-1 provides absolute measurements of the total solar irradiance (TSI) and spectral solar irradiance (SSI), important for accurate scientific models of climate change and solar variability. TSIS-1 is comprised of two instruments, the Total Irradiance Monitor (TIM), and the Spectral Irradiance Monitor (SIM).

This repository archives Version 5 (V05) of the TSIS-1 SIM Level 3 (L3) data release, and contains SSI in two cadences, 12-hour and 24-hour.

This paragraph is a summary of the version 5 changes and improvements. The degradation corrections have been reprocessed using updated Channel C calibration scans from October 2020, along with an improved degradation model that uses enhanced interpolation techniques. This update has reduced noise in the 400–800 nm and 950–1050 nm ranges. A Level 3 processing issue was fixed to ensure all spectra include the full set of wavelengths, with missing data now correctly flagged rather than omitted. Additionally, when data is back-filled (qualityflag=2), associated uncertainty values are now preserved instead of being set to zero. Temperature fluctuations due to orbital conditions have introduced instrumental effects, particularly during three high-temperature periods in 2019 and 2020. While these effects remain under analysis, their impact has been mitigated by excluding ESR secondary channel data—where the temperature influence was most significant—from the degradation model.

See the attached release notes or the TSIS SIM Data Products Release Notes page (https://lasp.colorado.edu/tsis/data/ssi-data/sim-ssi-release-notes/) for further details, and instructions for obtaining the latest TSIS-1 SIM L3 data release.

Data is archived in ASCII, netCDF, and IDL SAVfile format.
DOI: 10.3886/icpsr08836.v1
title: Survey of Consumer Attitudes and Behavior, January 1987
title: Version 1

description: These surveys were undertaken to measure changes in consumer 
 attitudes and expectations, to understand why these changes occur, and 
 to evaluate how they relate to consumer decisions to save, borrow, or 
 make discretionary purchases. This type of information is essential for 
 forecasting changes in aggregate consumer behavior. Since the late 
 1940s, these surveys have been produced quarterly through 1977 and 
 monthly thereafter. Each monthly survey contains approximately 40-50 
 questions and probes a different aspect of consumer confidence. 
 Open-ended questions are asked concerning evaluations and expectations 
 about personal finances, employment, price changes, and the national 
 business situation. Additional questions probe buying intentions for 
 automobiles and the respondent's appraisals of present market 
conditions for purchasing houses, automobiles, and other durables.
description: National sample of dwelling units selected by area 
probability sampling.
description: Datasets: 
DS1: Survey of Consumer Attitudes and Behavior, January 1987
description: Population of the United States aged 18 and older in 
households.
description: The codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.3886/icpsr08936.v1
title: Nature and Patterns of Homicide in Eight American Cities, 1978
title: Version 1

description: This dataset contains detailed information on homicides in 
 eight United States cities: Philadelphia, Newark, Chicago, St. Louis, 
 Memphis, Dallas, Oakland, and "Ashton" (a representative large 
 western city). Detailed characteristics for each homicide victim 
 include time and date of homicide, age, gender, race, place of birth, 
 marital status, living arrangement, occupation, socioeconomic status 
 (SES), employment status, method of assault, location where homicide 
 occurred, relationship of victim to offender, circumstances surrounding 
 death, precipitation or resistance of victim, physical evidence 
 collected, victim's drug history, victim's prior criminal record, and 
 number of offenders identified. Data on up to two offenders and three 
 witnesses are also available and include the criminal history, justice 
 system disposition, and age, sex, and race of each offender. 
 Information on the age, sex, and race of each witness also was 
 collected, as were data on witness type (police informant, child, 
 eyewitness, etc.). Finally, information from the medical examiner's 
 records including results of narcotics and blood alcohol tests of the 
victim are provided.
description: A purposive sample of eight cities was selected based on 
 geographic region, population size, and whether their 11-year homicide 
 trend lines followed or diverged from respective regional trend lines. 
 Dallas, St. Louis, and "Ashton" diverged from regional patterns, 
 while the other cities in the sample--Philadelphia, Newark, Chicago, 
 Memphis, and Oakland--followed them. Within each city all homicide 
 cases were coded, except in Chicago, where a 50-percent systematic 
random sample of homicide cases was drawn.
description: Datasets: 
DS0: Study-Level Files
DS1: Data File
DS2: SAS Data Definition Statements
description: Cases in the United States defined by each city's police 
department and medical examiner as homicide.
DOI: 10.15468/dl.f28724
title: Occurrence Download

description: A dataset containing 27086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Falco rupicoloides A.Smith, 1829",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 27086 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072581-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzdfmk
title: Occurrence Download

description: A dataset containing 8970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Falco subbuteo Linnaeus, 1758",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 8970 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072584-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhg9e6
title: Occurrence Download

description: A dataset listing the 15 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is one of (iNaturalist Research-grade Observations, EOD – eBird Observation Dataset)",
 "Geometry POLYGON((-92.0513 16.74669,-92.05037 16.71448,-91.99948 16.71249,-92.00332 16.75358,-92.0513 16.74669))",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, e2e717bf-551a-4917-bdc9-4fa0f342c530)",
 "Year 1981-2025"
 ]
}

 The dataset's 15 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072580-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/91gw-tp11
title: Research Data - A Systematic Review of Affordances and Sub-Affordances of Generative AI Chatbots in Language Learning

description: This systematic review addressed examined 24 studies on the use of generative AI (GenAI) chatbots in language learning classrooms by building on Kirschner’s usefulness framework (Kirschner et al., 2004) and a previous systematic review conducted prior to the launch of GenAI (Huang et al., 2021).
description: The systemic review was conducted with a database search of the following bibliographic databases - Academic Search Premier, Education Source, ERIC, Modern Language Association.
DOI: 10.5281/zenodo.15663675
title: Periodic ping from RIPE Atlas probes

description: This dataset contain periodic ping measurements from more than 500 RIPE Atlas probes for 16 days. Measurements were taken every 20 minutes. It is already preprocessed (remove outliers and etc). Dataset contain info for each probe: aproximate location, ASN (at the time of measurements) and other characteristics. Files contain data with minimal preprocessing and indexed and cleaned data. Contact to get access.
DOI: 10.5281/zenodo.15758127
title: Periodic ping from RIPE Atlas probes

description: This dataset contain periodic ping measurements from more than 500 RIPE Atlas probes for 16 days. Measurements were taken every 20 minutes. It is already preprocessed (remove outliers and etc). Dataset contain info for each probe: aproximate location, ASN (at the time of measurements) and other characteristics. Files contain data with minimal preprocessing and indexed and cleaned data. Contact to get access.
DOI: 10.15468/dl.vgmn3h
title: Occurrence Download

description: A dataset containing 145780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pedicularis labradorica Wirsing, Pedicularis lapponica L., Pedicularis oederi Vahl, Veronica longifolia L., Armeria maritima (Mill.) Willd.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 145780 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072578-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15696997
title: Monitoring Salinization in the Alberta Canal and Antwerp Harbor

description: The dataset contains hourly averaged samples of water conductivity, temperature and depth from 18 measurement stations distributed across the Alberta Canal and Antwer Harbor area. 

- conductivity EC25    µS/cm    specific electrical conductivity of the water at reference temperature of 25°C measured at the depth position of the sensor - proxy for salinity- water temperature    °C    water temperature measured at the depth position of the sensor- water depth    mm    relative water depth (depended on sensor position) - height of the water column above the sensor derived from pressure measurement 

The included files contain:



AquaSpice_CS3_AntwerpHarbor_Sensors_Conductivity.xlsx: Conductivity readings

AquaSpice_CS3_AntwerpHarbor_Sensors_Depth.csv: Depth readings

AquaSpice_CS3_AntwerpHarbor_Sensors_Temperature.csv: Temperature readings.

AquaSpice_CS3_AntwerpHarbor_Sensors_Locations.csv: Latitude/Longitude of the measurement stations
DOI: 10.5281/zenodo.15696998
title: Monitoring Salinization in the Alberta Canal and Antwerp Harbor

description: The dataset contains hourly averaged samples of water conductivity, temperature and depth from 18 measurement stations distributed across the Alberta Canal and Antwer Harbor area. 

- conductivity EC25    µS/cm    specific electrical conductivity of the water at reference temperature of 25°C measured at the depth position of the sensor - proxy for salinity- water temperature    °C    water temperature measured at the depth position of the sensor- water depth    mm    relative water depth (depended on sensor position) - height of the water column above the sensor derived from pressure measurement 

The included files contain:



AquaSpice_CS3_AntwerpHarbor_Sensors_Conductivity.xlsx: Conductivity readings

AquaSpice_CS3_AntwerpHarbor_Sensors_Depth.csv: Depth readings

AquaSpice_CS3_AntwerpHarbor_Sensors_Temperature.csv: Temperature readings.

AquaSpice_CS3_AntwerpHarbor_Sensors_Locations.csv: Latitude/Longitude of the measurement stations
DOI: 10.25345/c5mg7g78c
title: MassIVE MSV000098368 - Deep Multi-omic Analysis of Blood Predicts Post-Acute Sequelae of COVID-19 (PASC) Independently of Patient Symptoms
title: Millions of patients surviving COVID-19 infection develop post-acute sequelae of COVID-19 (PASC), a long-term, multi-systemic and debilitating condition leading to cognitive and physical dysfunctions and severely disrupting quality of life. No biomarker of PASC encompassing multi-organ deficits has been yet identified. Here, we prospectively enrolled 187 individuals with self-reported PASC involving multiple organs and seeking care due to quality-of-life deterioration. We compared these participants with 100 acute COVID-19 patients and with 44 healthy-control subjects. Blood samples were processed for state-of-the-art mass spectrometry-based proteomic and lipidomic analysis and leukocyte next-generation RNA sequencing. We found that PASC is associated with perturbations of the biomolecular plasma and leukocyte-transcriptional landscapes independently of the symptoms referred by affected individuals. PASC multi-omic profiles imply a failure to regain a normal molecular profile in these patients and suggests aberrations in multiple biological pathways, including multiple lipid classes, chromatin-associated processes, G protein-coupled receptor kinases, and others. A machine learning algorithm fed with only 10 features results in a very high predictive power for PASC diagnosis. A web-based tool (https://covid-omics.app) was generated to facilitate access to the presented data and enable further analyses. Our research indicates that a minimally invasive blood test to detect limited features and involving a bedside-scalable technology can establish PASC diagnosis independently of the symptom elicited by the affected individual.
DOI: 10.15468/dl.muxemb
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus elaphus Linnaeus, 1758"
 ]
}

 The dataset includes 477 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072593-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbwzke
title: Occurrence Download

description: A dataset containing 25789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polemonium acutiflorum Willd. ex Roemer & J.A.Schultes, Androsace septentrionalis L., Douglasia ochotensis (Roem. & Schult.) Hultén, Rhamnus davurica P.Lawson, Rosa acicularis Lindl.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 25789 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072595-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adm82n
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.13_1",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 492 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072596-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqbpvt
title: Occurrence Download

description: A dataset containing 69826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Falco tinnunculus Linnaeus, 1758",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 69826 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072586-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15733247
title: mzrtsim: Raw Data Simulation for Reproducible Gas/Liquid Chromatography–Mass Spectrometry Based Non-targeted Metabolomics Data Analysis

description: All the data for 'mzrtsim: Raw Data Simulation for Reproducible Gas/Liquid Chromatography–Mass Spectrometry Based Non-targeted Metabolomics Data Analysis'

sim.zip is stimulated data for intensity cutoff 0.05. simxcms.csv is peak intensity profiles for their simulated peaks.

sim3.zip are simulated data for normal/leading/tailing peaks with tailing factor of 1, 0.8, and 1.5, respectively.

All the csv files begin with sim3 are extracted peaks list from the sim3.zip with corresponding data analysis software.

csv.zip recorded the m/z, retention time, intensity, and compounds name for simulated compound for each condition (sim.zip and sim3.zip).

sep1.mzML: simulation for 8 isomers with similar m/z while different retention times. 7 peaks are non baseline separation peaks. Peaks profile is saved in spe1.csv file.

xcms.csv, mzmine.csv, openms.csv: peaks found in sep1.mzML by xcms, mzmine 4.5 and openms, respectively.

R code: https://github.com/yufree/democode/blob/master/meta/simfin.R

Website of mzrtsim package: https://yufree.github.io/mzrtsim/
DOI: 10.5281/zenodo.8299781
title: mzrtsim: Raw Data Simulation for Reproducible Gas/Liquid Chromatography–Mass Spectrometry Based Non-targeted Metabolomics Data Analysis

description: All the data for 'mzrtsim: Raw Data Simulation for Reproducible Gas/Liquid Chromatography–Mass Spectrometry Based Non-targeted Metabolomics Data Analysis'

sim.zip is stimulated data for intensity cutoff 0.05. simxcms.csv is peak intensity profiles for their simulated peaks.

sim3.zip are simulated data for normal/leading/tailing peaks with tailing factor of 1, 0.8, and 1.5, respectively.

All the csv files begin with sim3 are extracted peaks list from the sim3.zip with corresponding data analysis software.

csv.zip recorded the m/z, retention time, intensity, and compounds name for simulated compound for each condition (sim.zip and sim3.zip).

sep1.mzML: simulation for 8 isomers with similar m/z while different retention times. 7 peaks are non baseline separation peaks. Peaks profile is saved in spe1.csv file.

xcms.csv, mzmine.csv, openms.csv: peaks found in sep1.mzML by xcms, mzmine 4.5 and openms, respectively.

R code: https://github.com/yufree/democode/blob/master/meta/simfin.R

Website of mzrtsim package: https://yufree.github.io/mzrtsim/
DOI: 10.13145/bacdive5618.20251217.10
title: Mesonia phycicola Kang and Lee 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073774.10fu
title: SH0073774.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5619.20250331.9.3
title: Muricauda ruestringensis Bruns et al. 2001

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5619.20251217.10
title: Muricauda ruestringensis Bruns et al. 2001

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073775.10fu
title: SH0073775.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5620.20250331.9.3
title: Myroides odoratus (Stutzer 1929) Vancanneyt et al. 1996 emend. Hahnke et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5620.20251217.10
title: Myroides odoratus (Stutzer 1929) Vancanneyt et al. 1996 emend. Hahnke et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.