cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15722535
title: Comparing Xenium 5K and Visium HD Data from Identical Tissue Slide at a Pathological Perspective

description: This record contains two 10x Genomics Loupe Browser files derived from Visium HD spatial-transcriptomic experiments on human lung and colon cancer tissues. Raw FASTQs were processed with Space Ranger count (16 threads, 128 GB RAM) against the GRCh38-2024-A reference and Xenium Prime 5 K probe-set. Detailed commands are provided in the accompanying Bash scripts. Files can be browsed interactively with Loupe Browser ≥ 9.0.
DOI: 10.5281/zenodo.15722536
title: Comparing Xenium 5K and Visium HD Data from Identical Tissue Slide at a Pathological Perspective

description: This record contains two 10x Genomics Loupe Browser files derived from Visium HD spatial-transcriptomic experiments on human lung and colon cancer tissues. Raw FASTQs were processed with Space Ranger count (16 threads, 128 GB RAM) against the GRCh38-2024-A reference and Xenium Prime 5 K probe-set. Detailed commands are provided in the accompanying Bash scripts. Files can be browsed interactively with Loupe Browser ≥ 9.0.
DOI: 10.15468/dl.98bn4r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065651-250525065834625/datasets/export for details.
DOI: 10.15468/dl.equ98d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065652-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15340992
title: PUDL Raw FERC Form 2

description: Raw Federal Energy Regulatory Commission (FERC) Form 2 data, archived from https://www.ferc.gov/industries-data/natural-gas/industry-forms/form-2-2a-3-q-gas-historical-vfp-data


This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



	
The PUDL Repository on GitHub
	
PUDL Documentation
	
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.w328pv
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paphinia herrerae Dodson"
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065653-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wze4k3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065655-250525065834625/datasets/export for details.
DOI: 10.15468/dl.n2nk24
title: Occurrence Download

description: A dataset containing 30664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Brazil, Paraguay)",
 "TaxonKey is Schoeniophylax phryganophilus (Vieillot, 1817)"
 ]
}

 The dataset includes 30664 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065654-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6ybpz
title: Occurrence Download

description: A dataset containing 578606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasCoordinate is true",
 "Modified is 2025-05-24,2025-06-23",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 {
 "not" : {
 "Issue" : [
 "is Continent coordinate mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate out of range"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate reprojected"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate reprojection failed"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate reprojection suspicious"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate uncertainty meters invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Geodetic datum invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Zero coordinate"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Taxon match aggregate"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Taxon match none"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Taxon match higher rank"
 ]
 }
 }
 ]
}

 The dataset includes 578606 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065644-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15723531
title: Temporaxis Morning Forecast – 6/23/25

description: This forecast was generated using the Temporaxis Topological Forecasting Engine, which applies recursive motif detection and divergence-based collapse modeling to evaluate solar active regions. The system identifies phase-state instabilities that may lead to elevated X-ray flare activity.

The engine is currently in its tuning phase. Forecast outputs reflect internally derived collapse signatures and topological risk structures.

Temporaxis is a patent-pending system.

Weekly validation logs will be published each Monday morning to summarize flare outcomes, prediction accuracy, and model performance.
DOI: 10.3886/e233930
title: Registered nurse effect on long length of stay in the heart failure hospitalizations of African Americans

description: The purpose of this study was to identify
interprofessional team configurations associated with long lengths of hospital
stay in African Americans with heart failure hospitalizations, the influence of
patient intersectionality, and the related effect of the presence of RNs on
their length of hospital stay.
DOI: 10.3886/e233930v1
title: Registered nurse effect on long length of stay in the heart failure hospitalizations of African Americans

description: The purpose of this study was to identify
interprofessional team configurations associated with long lengths of hospital
stay in African Americans with heart failure hospitalizations, the influence of
patient intersectionality, and the related effect of the presence of RNs on
their length of hospital stay.
DOI: 10.6084/m9.figshare.29386460
title: Bibliographie article analysé

description: Bibliographie regroupant l'ensemble des études étudiés dans le cadre de ma revue systématique.
DOI: 10.6084/m9.figshare.29386460.v1
title: Bibliographie article analysé

description: Bibliographie regroupant l'ensemble des études étudiés dans le cadre de ma revue systématique.
DOI: 10.5281/zenodo.15723586
title: THE ROLE OF TAX SYSTEMS IN SUPPORTING SELF-EMPLOYMENT AND FREELANCING
DOI: 10.5281/zenodo.15723587
title: THE ROLE OF TAX SYSTEMS IN SUPPORTING SELF-EMPLOYMENT AND FREELANCING
DOI: 10.15468/dl.st4nuw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065656-250525065834625/datasets/export for details.
DOI: 10.5066/p13omu52
title: Ecological Potential Fractional Component Cover Based on Long-Term Satellite Observations Across the Western United States Version 2

description: Rangelands have immense inherent spatial and temporal variability, yet assessments of land condition and trends are often assessed relative to the condition of a limited number of representative points or in some cases reference data is lacking. Ecological Potential (EP) data are spatially comprehensive and quantitative baseline for comparison of current rangeland vegetation conditions, trends, and management targets. We define EP as the potential fractional cover of components (bare ground, herbaceous, litter, shrub, sagebrush, and tree) in the least disturbed and most productive spaces and times of western North America since 1985. This dataset enables: 1) setting realistic expectations for restoration and management targets at 30-meter resolution, 2) better understanding of the extent of vegetation departure from potential and 3) improved spatial understanding of vegetation composition and productivity variation. We produce EP maps across rangelands in western North America by training regression tree models in ecologically intact sites (low annual grass cover, no burn history, >60 m from roads, relatively low bare ground cover). Our primary independent variables for the EP model were Landsat composites representing the 10th, 50th, and 90th percentile NDVI of the year (1985-2024) with the highest RCMAP total vegetation cover (i.e., tree + herbaceous + shrub cover). All spectral bands associated with the year of highest vegetation cover were used as input. Other independent variables in models included digital soils, topography data, and latitude/longitude. We calculate departures from EP cover predictions in the 2024 actual RCMAP cover. Next, we use a classification scheme to convert EP, 2024, and 1985 cover values into an 11-class thematic map. The study area encompasses all or part of 22 states and a vast range of biophysical conditions, vegetation conditions, and disturbance history. The region is 5,103,524 km2, of which 3,830,654 km2 was rangeland.
DOI: 10.15468/dl.8mpsyg
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera rothii Baker"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065657-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15719502
title: PUDL Raw Mine Safety and Health Administration (MSHA) Mines

description: The Mine dataset lists all Coal and Metal/Non-Metal mines under MSHA's jurisdiction. It includes such information as the current status of each mine (Active, Abandoned, NonProducing, etc.), the current owner and operating company, commodity codes and physical attributes of the mine. Archived from 
https://arlweb.msha.gov/OpenGovernmentData/OGIMSHA.asp

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.2dd9w8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065658-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15723601
title: SALLMOMELLOSIS-AN ACUTE INFECTIOUS DISEASE THAT IS TRANSMITTED BY THE FECAL-ORAL MECHANISM, MAINLY DAMAGE TO THE GASTROINTESTINAL TRACT
DOI: 10.5281/zenodo.15723602
title: SALLMOMELLOSIS-AN ACUTE INFECTIOUS DISEASE THAT IS TRANSMITTED BY THE FECAL-ORAL MECHANISM, MAINLY DAMAGE TO THE GASTROINTESTINAL TRACT
DOI: 10.6084/m9.figshare.29383724
title: African Winged Termite meal Can Also Promote Growth of Sharp Tooth Catfish (Clarias Gariepinus).pdf

description: Abstract: Sharp-tooth catfish with initial average weight of 280.95g were fed one of the four iso-nitrogenous diets with inclusion levels of 0 g/kg, 50g/kg, 100g/kg, and 150 g/kg of African winged termite meal (TM) as fishmeal replacement for 105 days. Results revealed that all the feeding groups exhibited similar (P&gt;0.05) growth parameters and nutrient digestibility of crude protein, crude lipid, amino and fatty acids. Feeding with different inclusion levels of termite meal did not negatively affect growth parameters such as daily growth, specific growth, feed conversion, visceral somatic index, condition factor as well as nutrient digestibility index of the fish. The study therefore concludes that diets prepared with TM can successfully be used to promote growth performance and nutrient digestibility of the Sharp-tooth catfish. Key words: Aquaculture, aquafeed, termite meal, growth of catfish.
DOI: 10.6084/m9.figshare.29383724.v1
title: African Winged Termite meal Can Also Promote Growth of Sharp Tooth Catfish (Clarias Gariepinus).pdf

description: Abstract: Sharp-tooth catfish with initial average weight of 280.95g were fed one of the four iso-nitrogenous diets with inclusion levels of 0 g/kg, 50g/kg, 100g/kg, and 150 g/kg of African winged termite meal (TM) as fishmeal replacement for 105 days. Results revealed that all the feeding groups exhibited similar (P&gt;0.05) growth parameters and nutrient digestibility of crude protein, crude lipid, amino and fatty acids. Feeding with different inclusion levels of termite meal did not negatively affect growth parameters such as daily growth, specific growth, feed conversion, visceral somatic index, condition factor as well as nutrient digestibility index of the fish. The study therefore concludes that diets prepared with TM can successfully be used to promote growth performance and nutrient digestibility of the Sharp-tooth catfish. Key words: Aquaculture, aquafeed, termite meal, growth of catfish.
DOI: 10.15468/dl.43mrg6
title: Occurrence Download

description: A dataset containing 7689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-9999.0",
 "Geometry POLYGON((-119.62747 32.70452,-111.00716 32.70452,-111.00716 39.8439,-119.62747 39.8439,-119.62747 32.70452))",
 "TaxonKey is Cylindropuntia echinocarpa (Engelm. & J.M.Bigelow) F.M.Knuth"
 ]
}

 The dataset includes 7689 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065659-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bd64s
title: Occurrence Download

description: A dataset containing 66989 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 Circus pygargus (Linnaeus, 1758)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 66989 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065646-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja4wqe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistulifera H.Lange-Bertalot, 1997",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065660-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15622384
title: EIA RECS -- Residential Energy Consumption Survey

description: EIA administers the Residential Energy Consumption Survey (RECS) to a nationally representative sample of housing units. Traditionally, specially trained interviewers collect energy characteristics on the housing unit, usage patterns, and household demographics. For the 2020 survey cycle, EIA used Web and mail forms to collect detailed information on household energy characteristics. This information is combined with data from energy suppliers to these homes to estimate energy costs and usage for heating, cooling, appliances and other end uses — information critical to meeting future energy demand and improving efficiency and building design. Archived from 
https://www.eia.gov/consumption/residential/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.22002/exv89-7v481
title: Supporting data for "An algorithm to retrieve peroxyacetyl nitrate from AIRS"
DOI: 10.15468/dl.x45h7g
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Pomacea canaliculata (Lamarck, 1822)"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065662-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15723609
title: THE ROLE OF CONTRASTIVE ANALYSIS IN TEACHING ENGLISH PREPOSITIONS
DOI: 10.5281/zenodo.15723608
title: THE ROLE OF CONTRASTIVE ANALYSIS IN TEACHING ENGLISH PREPOSITIONS
DOI: 10.15468/dl.crpskh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragilaria construens (Ehrenberg) Grunow, 1862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065663-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15719955
title: Synthetic Wireless Network Dataset for AI-Enhanced Predictive Analytics in Next-Generation Network Simulations

description: This dataset was developed in support of the research project titled “Integrating Artificial Intelligence into Network Simulation for Enhanced Predictive Analytics.” The project focuses on improving network monitoring and outage prediction by incorporating AI techniques into simulated wireless environments. To facilitate this, synthetic data was generated using MATLAB to model a multi-user wireless network under varying signal conditions and resource constraints.

The simulation captures key communication metrics such as distance from the transmitter, received signal strength (RSSI), signal-to-noise ratio (SNR), and time steps representing different moments in network activity. These variables are intended to reflect realistic fluctuations in signal behavior, making the dataset useful for evaluating predictive analytics models.

Two versions of the dataset are included. The first file, Simulated_WirelessMetrics_Step1 (available in both .csv and .xlsx formats), contains the raw synthetic wireless data without labels. The second file, LabeledWirelessData_Step2, includes the same features as the first but with an added binary label “Outage” that indicates whether a communication failure occurred at a given point. This labeling was based on predefined thresholds for RSSI and SNR and is suitable for supervised learning tasks such as classification or anomaly detection.

The dataset can be used for training and evaluating machine learning models, benchmarking AI-assisted simulations, or exploring how signal conditions impact network performance. Both versions are provided in CSV and Excel formats to accommodate different tools and user preferences.