cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e231312
title: Department of Veterans Affairs State Summaries - Tennessee

description: Contains statistics related to the VA in Tennessee. Files are in CSV format, along with a PDF of the entire page. Includes count of facilities by type as of 2001, expenditures by type for FY 2019, the veteran population broken down by gender and veteran/retiree status as of 2019. Age distribution, period of service, household income, and educational attainment are compared to national averages. Healthcare and benefit amounts (as of 2020) are broken down by type. Population projections are given, broken down by age, gender, period of service, and race/ethnicity. Future age distribution over time is also projected.<br>
DOI: 10.3886/e231312v1
title: Department of Veterans Affairs State Summaries - Tennessee

description: Contains statistics related to the VA in Tennessee. Files are in CSV format, along with a PDF of the entire page. Includes count of facilities by type as of 2001, expenditures by type for FY 2019, the veteran population broken down by gender and veteran/retiree status as of 2019. Age distribution, period of service, household income, and educational attainment are compared to national averages. Healthcare and benefit amounts (as of 2020) are broken down by type. Population projections are given, broken down by age, gender, period of service, and race/ethnicity. Future age distribution over time is also projected.<br>
DOI: 10.15468/dl.t4atf9
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tanacetum cinerariifolium (Trevis.) Sch.Bip."
 ]
}

 The dataset includes 1344 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007105-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231313
title: NCVAS State Summary Missouri FY2019

description: Map and tables with data describing Missouri's veteran population. Data tables cover: Veterans Affairs (VA) facilities and expenditures; veteran population including age distribution, period of service, household income, and educational attainment; veterans' use of VA healthcare and benefits; and projected veteran population changes as well as projections by age, age distribution over time, gender, period of service, and race/ethnicity.
DOI: 10.3886/e231313v1
title: NCVAS State Summary Missouri FY2019

description: Map and tables with data describing Missouri's veteran population. Data tables cover: Veterans Affairs (VA) facilities and expenditures; veteran population including age distribution, period of service, household income, and educational attainment; veterans' use of VA healthcare and benefits; and projected veteran population changes as well as projections by age, age distribution over time, gender, period of service, and race/ethnicity.
DOI: 10.15468/dl.mtg79a
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049224-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16959074
title: РОЛЬ МАГНИЯ И КОРРЕКЦИЯ ЦИТРАТОМ МАГНИЯ БОЛЬНЫХ БРОНХИАЛЬНОЙ АСТМОЙ
DOI: 10.5281/zenodo.16959075
title: РОЛЬ МАГНИЯ И КОРРЕКЦИЯ ЦИТРАТОМ МАГНИЯ БОЛЬНЫХ БРОНХИАЛЬНОЙ АСТМОЙ
DOI: 10.15468/dl.n3rfmv
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diaphus ostenfeldi Tåning, 1932",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 250 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003931-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bgpcsxzgw3
title: A pathogen peptidoglycan scaffold coated with artificial biomembrane promotes broad resistance to bacterial infections by dynamically reprogramming macrophage metabolism.

description: The data includes LM@pBLP Characterization experiments, particle size and potential, transmission electron microscopy, Fourier transform infrared spectroscopy, flow cytometry, safety experiments. LM@pBLP Induced rapid protection, broad-spectrum protection, long-lasting protection, in vitro macrophage experiments, mouse in vivo experiments, and in vitro macrophage experiments. Measure the expression levels of cytokines and training immune markers using qPCR. Measure the concentrations of lactate, glucose, ROS, and NO in the supernatant and serum of mouse cells using a detection kit. Survival rate and weight changes of mice.
DOI: 10.17632/bgpcsxzgw3.1
title: A pathogen peptidoglycan scaffold coated with artificial biomembrane promotes broad resistance to bacterial infections by dynamically reprogramming macrophage metabolism.

description: The data includes LM@pBLP Characterization experiments, particle size and potential, transmission electron microscopy, Fourier transform infrared spectroscopy, flow cytometry, safety experiments. LM@pBLP Induced rapid protection, broad-spectrum protection, long-lasting protection, in vitro macrophage experiments, mouse in vivo experiments, and in vitro macrophage experiments. Measure the expression levels of cytokines and training immune markers using qPCR. Measure the concentrations of lactate, glucose, ROS, and NO in the supernatant and serum of mouse cells using a detection kit. Survival rate and weight changes of mice.
DOI: 10.17632/vr86wvd3k3.1
title: Aluminium Beverage Can 330ml Sleek Size Production Quality Data set for different Production Stages

description: Data were collected from a controlled aluminium can manufacturing environment over the course of one week during regular production shifts. A systematic random sampling technique was employed to ensure that the data were representative of typical process conditions.
For each batch produced, samples were taken at predetermined intervals, capturing real-time production conditions. A total of 10 samples were collected for each of the six critical quality parameters:

Bright Can Axial Load
Finished Can Height
Flange Width
Groove Diameter after Reformer
Dome Depth with Reformer
Finished Can Buckle Pressure
DOI: 10.17632/m448rzky7y.1
title: Expert-Level Understanding of Social Scenes Requires Early Visual Experience. Naveh et al.

description: We studied 28 late-sighted Ethiopian children who were born with bilateral cataracts and remained nearly-blind for years, recovering pattern-vision only at late childhood. This "natural experiment" offers a rare opportunity to assess the causal effect of early visual experience on later function acquisition. Here, we focus on vision-based understanding of human social-interactions. The late-sighted were poorer than typically-developing peers (albeit better than chance) in categorizing observed social scenes (as friendly or aggressive), irrespective of the display format (i.e. full-body videos, still images, or point-light displays). They were also impaired in recognizing single-person attributes which are useful for human interaction understanding (such as judging heading-direction based on biological-motion cues, or emotional states from body-posture gestures). Thus, comprehension of visually-observed socially-relevant actions and body gestures is impaired in the late-sighted. We conclude that early visual experience is necessary for developing the skills required for utilizing visual cues for social scene understanding.

The dataset consists of the stimuli used for the experiments in the paper “Expert-Level Understanding of Social Scenes Requires Early Visual Experience”. 

The stimuli for experiments 1, 2 & 3 were animated based on motion capture data, obtained from three databases: mocap.cs.cmu.edu, created with funding from NSF EIA-0196217; motekentertainment.com; and the PLAViMoP database (https://plavimop.prd.fr/en/motions). Recorded trajectories were processed and retargeted on avatar models from the Mixamo dataset (https://www.mixamo.com), using the commercial software Autodesk Motion Builder (http://usa.autodesk.com), with different combinations of six avatars, downloaded from the Mixamo dataset (https://www.mixamo.com). 

The stimuli for experiment 4 are based on images from the BESST body postures pictures set (www.rub.de/neuropsy/BESST.html). The face in each image was obscured by a grey ellipse.
DOI: 10.15468/dl.6h72jw
title: Occurrence Download

description: A dataset containing 35761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Gabon",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 35761 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003620-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17651804
title: Ecosystem-scale methane emissions from peatlands of the Hudson Bay Lowlands

description: Files include:

Daily_CH4flux_ancillary_data_PB2_2017-2019.csv, Daily_CH4flux_ancillary_data_PB1_2016-2017.csv, Daily_CH4flux_ancillary_data_ARB_2011-2019.csv, Daily_CH4flux_ancillary_data_ARF_2011-2019.csv

Daily average methane (CH4) fluxes and corresponding daily average values of environmental factors (calculated from gapfilled datasets) used to characterize drivers of methane fluxes at four peatland sites in the Hudson Bay Lowlands: 1) a treed patterned fen near Attawapiskat River (Ameriflux code: CA-ARF and abbreviation, ARF, 52⁰42'02'' N, 83⁰57'18'' W); 2) a bog near Attawapiskat River (Ameriflux code: CA-ARB and abbreviation, ARB, 52⁰41'42'' N, 83⁰56'42'' W); 3) a peat plateau with permafrost table at about 1 m depth in Polar Bear Provincial Park (Ameriflux code: CA-PB1 and abbreviation, PB1, 54⁰56'30'' N, 83⁰27'28'' W); 4) a thawing peatland in Polar Bear Provincial Park (Ameriflux code: CA-PB2 and abbreviation, PB1, 54⁰56'20'' N, 83⁰28'25'' W).

Methane fluxes were measured with the eddy covariance technique. The second column (CH4 flux) contains all daily average CH4 fluxes calculated from gapfilled data, while the third column ("CH4 flux with >= 8") contains daily average CH4 fluxes calculated for days where at least 8 non-modelled 30-minute averages were available in the day. 

Data_files.zip: Datasets include ancillary variables and fluxes pre- and post-cleaning and gap-filled at the 30 min time step, daily, monthly and annual.

Total season CH4flux and GPP_HBL_tower_sites_2011-2019.csv Total season (April 1 - Nov 30) gap-filled methane fluxes and gross primary productivity (GPP) derived for the four peatland sites described above. GPP was derived from eddy covariance flux measurements of net ecosystem CO2 exchange and gap-filled as described by Beaver, J., Humphreys, E. R., & King, D. (2024). Random forest development and modeling of gross primary productivity in the Hudson Bay lowlands. Canadian Journal of Remote Sensing/Journal Canadien de Teledetection, 50(1). https://doi.org/10.1080/07038992.2024.2355937

Matlab Scripts.zip: Matlab scripts which process the pre-cleaned data through QA/QC protocols, gap-filling, and analysis.
DOI: 10.5281/zenodo.5776567
title: Ecosystem-scale methane emissions from peatlands of the Hudson Bay Lowlands

description: Files include:

Daily_CH4flux_ancillary_data_PB2_2017-2019.csv, Daily_CH4flux_ancillary_data_PB1_2016-2017.csv, Daily_CH4flux_ancillary_data_ARB_2011-2019.csv, Daily_CH4flux_ancillary_data_ARF_2011-2019.csv

Daily average methane (CH4) fluxes and corresponding daily average values of environmental factors (calculated from gapfilled datasets) used to characterize drivers of methane fluxes at four peatland sites in the Hudson Bay Lowlands: 1) a treed patterned fen near Attawapiskat River (Ameriflux code: CA-ARF and abbreviation, ARF, 52⁰42'02'' N, 83⁰57'18'' W); 2) a bog near Attawapiskat River (Ameriflux code: CA-ARB and abbreviation, ARB, 52⁰41'42'' N, 83⁰56'42'' W); 3) a peat plateau with permafrost table at about 1 m depth in Polar Bear Provincial Park (Ameriflux code: CA-PB1 and abbreviation, PB1, 54⁰56'30'' N, 83⁰27'28'' W); 4) a thawing peatland in Polar Bear Provincial Park (Ameriflux code: CA-PB2 and abbreviation, PB1, 54⁰56'20'' N, 83⁰28'25'' W).

Methane fluxes were measured with the eddy covariance technique. The second column (CH4 flux) contains all daily average CH4 fluxes calculated from gapfilled data, while the third column ("CH4 flux with >= 8") contains daily average CH4 fluxes calculated for days where at least 8 non-modelled 30-minute averages were available in the day. 

Data_files.zip: Datasets include ancillary variables and fluxes pre- and post-cleaning and gap-filled at the 30 min time step, daily, monthly and annual.

Total season CH4flux and GPP_HBL_tower_sites_2011-2019.csv Total season (April 1 - Nov 30) gap-filled methane fluxes and gross primary productivity (GPP) derived for the four peatland sites described above. GPP was derived from eddy covariance flux measurements of net ecosystem CO2 exchange and gap-filled as described by Beaver, J., Humphreys, E. R., & King, D. (2024). Random forest development and modeling of gross primary productivity in the Hudson Bay lowlands. Canadian Journal of Remote Sensing/Journal Canadien de Teledetection, 50(1). https://doi.org/10.1080/07038992.2024.2355937

Matlab Scripts.zip: Matlab scripts which process the pre-cleaned data through QA/QC protocols, gap-filling, and analysis.
DOI: 10.15468/dl.yvzt6x
title: Occurrence Download

description: A dataset containing 27331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dictyota dichotoma (Huds.) J.V.Lamour.",
 "Year 1925-2025"
 ]
}

 The dataset includes 27331 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013651-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35wyjg
title: Occurrence Download

description: A dataset containing 81398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Clavulina J.Schröt., 1888, Clavulinaceae)"
 ]
}

 The dataset includes 81398 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013634-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjjtzf
title: Occurrence Download

description: A dataset containing 16449 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Zoológica de la Universidad del Tolima (CZUT)- Ictiología"
 ]
}

 The dataset includes 16449 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011954-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231573
title: Replication data for: Patchwork Policies, Spillovers, and the Search for Oil and Gas

description: The United States has a complex patchwork of mineral ownership, where rights to oil and gas may be owned by the federal government, state governments, or private agents. I show why the policies imposed by one owner have theoretically ambiguous spillover effects on the drilling and production outcomes of neighboring plots of land. Exploiting a natural experiment in Wyoming with exogenous ownership assignment, I find significant spillovers: federal land close to state land has a lower probability of drilling than federal land far from state land.
DOI: 10.3886/e231573v1
title: Replication data for: Patchwork Policies, Spillovers, and the Search for Oil and Gas

description: The United States has a complex patchwork of mineral ownership, where rights to oil and gas may be owned by the federal government, state governments, or private agents. I show why the policies imposed by one owner have theoretically ambiguous spillover effects on the drilling and production outcomes of neighboring plots of land. Exploiting a natural experiment in Wyoming with exogenous ownership assignment, I find significant spillovers: federal land close to state land has a lower probability of drilling than federal land far from state land.
DOI: 10.13140/rg.2.2.15649.88168
title: In Search for Cultural Identities, in Rekh Magazine, 21st January 2026 - https://pfisogni.wixsite.com/rekh-magazine/post/in-search-for-cultural-identity
DOI: 10.15468/dl.tzuuqj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.79000000000001 2.685176, 99.719661 2.679608, 99.651055 2.663038, 99.585874 2.635877, 99.525724 2.598793, 99.472086 2.552701, 99.426282 2.498736, 99.389438 2.438228, 99.36246199999999 2.372667, 99.34601600000001 2.303668, 99.340503 2.232931, 99.346058 2.162197, 99.362543 2.093208, 99.389549 2.027662, 99.426412 1.967173, 99.472223 1.913228, 99.525854 1.867157, 99.58598499999999 1.830092, 99.65113599999999 1.802946, 99.719703 1.786386, 99.79000000000001 1.780821, 99.860297 1.786386, 99.928864 1.802946, 99.994015 1.830092, 100.054146 1.867157, 100.107777 1.913228, 100.153588 1.967173, 100.190451 2.027662, 100.217457 2.093208, 100.233942 2.162197, 100.239497 2.232931, 100.233984 2.303668, 100.217538 2.372667, 100.190562 2.438228, 100.153718 2.498736, 100.107914 2.552701, 100.054276 2.598793, 99.99412599999999 2.635877, 99.928945 2.663038, 99.860339 2.679608, 99.79000000000001 2.685176))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003395-260120142942310/datasets/export for details.
DOI: 10.15468/dl.ht299c
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pongo abelii"
 ]
}

 The dataset includes 512 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003396-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14574629
title: Berita UNNES
DOI: 10.15468/dl.e2rmqm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((100.192 2.693176, 100.12166 2.687607, 100.053054 2.671038, 99.98787299999999 2.643877, 99.927722 2.606793, 99.874084 2.560701, 99.82827899999999 2.506736, 99.791436 2.446227, 99.76446 2.380666, 99.748013 2.311668, 99.742501 2.240931, 99.74805600000001 2.170197, 99.76454099999999 2.101208, 99.79154699999999 2.035662, 99.828411 1.975173, 99.874222 1.921228, 99.927853 1.875157, 99.987984 1.838092, 100.053135 1.810946, 100.121703 1.794386, 100.192 1.788821, 100.262297 1.794386, 100.330865 1.810946, 100.396016 1.838092, 100.456147 1.875157, 100.509778 1.921228, 100.555589 1.975173, 100.592453 2.035662, 100.619459 2.101208, 100.635944 2.170197, 100.641499 2.240931, 100.635987 2.311668, 100.61954 2.380666, 100.592564 2.446227, 100.555721 2.506736, 100.509916 2.560701, 100.456278 2.606793, 100.396127 2.643877, 100.330946 2.671038, 100.26234 2.687607, 100.192 2.693176))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003398-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.18331419
title: Consolidated-Undrained Shear Behavior of Diatomaceous Mudstones: Implications for Submarine Landslides

description: Each tab represents data necesssary to re create the figures in the associated paper "Consildated-Undrained Shear Behavior of Diatomaceous Mudstones: Implications for Submarine Landslides".
DOI: 10.5281/zenodo.18331420
title: Consolidated-Undrained Shear Behavior of Diatomaceous Mudstones: Implications for Submarine Landslides

description: Each tab represents data necesssary to re create the figures in the associated paper "Consildated-Undrained Shear Behavior of Diatomaceous Mudstones: Implications for Submarine Landslides".
DOI: 10.7910/dvn/mnt4uq
title: Replication Data for: Text as Data for Crisis-Early Warning: A Comparative Assessment of NLP Methods for Conflict Prediction

description: Natural language processing (NLP) tools have been applied successfully in improving predictions in a wide range of research areas. However, what works in one area may not work in conflict research. This paper, therefore, seeks to offer an initial assessment of the most prominent NLP methods for conflict prediction tasks. It evaluates the performance of features extracted from a conflict dictionary, two sentiment dictionaries, a word-scaling approach, dynamic topic models, and a transformer model on a classical conflict prediction task. The results highlight the importance of considering different NLP approaches, depending on the availability of text sources and other predictor variables.
DOI: 10.25976/v87k-2m08
title: Peninsula Streams Water Temperature Monitoring

description: This project utilizes HOBO tidbit water temperature loggers (UTBI-001) to collect water temperature data in three streams: Tetayut Creek, Hagan-Graham Creek, and Millstream. The loggers were strategically deployed in Summer 2023 to capture continuous temperature measurements, allowing for insights into temporal variations and thermal profiles. The findings will enhance understanding of stream thermal regimes and their impact on aquatic organisms, supporting informed management decisions for conservation.
description: HOBO tidbit water temperature loggers (UTBI-001) passively collect water temperature readings every hour.