cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fx4d7c
title: Occurrence Download

description: A dataset containing 1313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (United States of America, Bermuda, Vanuatu, American Samoa, Bahamas, Mauritius, Brazil, Jamaica, Japan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Euglandina rosea (A.Férussac, 1821)"
 ]
}

 The dataset includes 1313 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070172-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15747683
title: Constraints for Rotor Inflow Benchmarks - Stable Cases

description: Data to be used as constraints for the rotor inflow benchmarks (stable cases) as defined in https://rotor-inflow-benchmark.readthedocs.io/UVW*.csv : high-frequency (20 Hz) time series of three-dimensional wind velocity vector over 24 hours centered on the periods of interest, obtained from meteorological tower sonic anemometers

NL*.nc: low-frequency (1 Hz) time series of longitudinal wind velocity over each period, obtained from nacelle-mounted scanning lidar after quality control, temporal upsampling, interpolation to a regular grid and the use of a machine learning model to fill in gaps introduced by blade passage in front of the lidar

LES*.nc: low-frequency (1 Hz) time series of longitudinal wind velocity over each period, obtained from large-eddy simulations performed to match the experimental field measurements

UVW_les*.csv: high-frequency (25 Hz) time series of three-dimensional wind velocity vector at two heights for the 704 seconds of the large-eddy simulations

optional-lidar-ppi-scans.zip: This contains the 1 Hz horizontal lidar scans that are the basis for the NL*.nc files. We include this optional dataset to explore the question: how different are reconstructed inflows when using the PPI scans versus the heavily processed inflow plane data as a constraint?
DOI: 10.5281/zenodo.15747684
title: Constraints for Rotor Inflow Benchmarks - Stable Cases

description: Data to be used as constraints for the rotor inflow benchmarks (stable cases) as defined in https://rotor-inflow-benchmark.readthedocs.io/UVW*.csv : high-frequency (20 Hz) time series of three-dimensional wind velocity vector over 24 hours centered on the periods of interest, obtained from meteorological tower sonic anemometers

NL*.nc: low-frequency (1 Hz) time series of longitudinal wind velocity over each period, obtained from nacelle-mounted scanning lidar after quality control, temporal upsampling, interpolation to a regular grid and the use of a machine learning model to fill in gaps introduced by blade passage in front of the lidar

LES*.nc: low-frequency (1 Hz) time series of longitudinal wind velocity over each period, obtained from large-eddy simulations performed to match the experimental field measurements

UVW_les*.csv: high-frequency (25 Hz) time series of three-dimensional wind velocity vector at two heights for the 704 seconds of the large-eddy simulations

optional-lidar-ppi-scans.zip: This contains the 1 Hz horizontal lidar scans that are the basis for the NL*.nc files. We include this optional dataset to explore the question: how different are reconstructed inflows when using the PPI scans versus the heavily processed inflow plane data as a constraint?
DOI: 10.5519/qd.p9g87ch7
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (120 records)
DOI: 10.34847/nkl.01394609
title: Décompte des principaux types de pièces d’armement découvertes au sein des sanctuaires gaulois (RAO supplément 14, tableau VII)
DOI: 10.15468/dl.edvjnz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Limenitis populi (Linnaeus, 1758)"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070173-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3xmef
title: Occurrence Download

description: A dataset containing 4941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Greece, Israel, Spain, Morocco, Italy, France, Tunisia, Cyprus, Algeria, Croatia, Portugal, Jordan, Syrian Arab Republic, Egypt, Libya, Türkiye, Monaco, Slovenia, Bosnia and Herzegovina, Montenegro, Albania, Palestine, State of, Lebanon)",
 "TaxonKey is Solanum elaeagnifolium Cav."
 ]
}

 The dataset includes 4941 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070174-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29245041
title: High HBsAg clearance rate and viral dynamics in HBeAg-positive, ALT-normal children and adolescents with chronic HBV infection: results from the prospective sprout project

description: Hepatitis B e antigen (HBeAg)-positive chronic hepatitis B virus (HBV) infection in children and adolescents with normal alanine aminotransferase (ALT) levels constitutes a substantial population in China, yet the optimal timing for antiviral therapy remains unclear. This prospective, real-world study, conducted as the primary centre of the Sprout Project, evaluated the hepatitis B surface antigen (HBsAg) loss rate and viral-immune dynamics of pegylated interferon α (PEG-IFN-α) treatment in 85 chronic HBV patients aged 3–18 years over a 24-month period. A total of 27 HBeAg-positive, ALT-normal patients were selected for analysis. Patients were treated with a combination of PEG-IFN-α and entecavir. After 24 months, the overall HBsAg loss rate was 48.15%, with 47.37% in the immune-tolerant phase and 50% in the grey zone phase. Among those who cleared HBsAg, 84.62% had ALT elevation prior to anti-HBsAg antibody (HBsAb) seroconversion, which occurred 28–400 days before HBsAg loss. While HBsAg and HBV DNA were cleared by 24 months in the HBsAg loss group, 23.08% of children remained HBeAg-positive. Notably, 61.54% developed detectable HBsAb prior to HBsAg loss. Children aged 3–7 years had significantly higher clearance rates than those aged 8–18 years. These findings support the effectiveness of PEG-IFN-α combined with nucleos(t)ide analogs in achieving high HBsAg loss rates in young, HBeAg-positive, ALT-normal chronic HBV children and adolescents, with immune activation potentially preceding ALT elevation, and offers valuable insights into the viral-immune dynamics during treatment, highlighting the potential of antiviral therapy in this population.
DOI: 10.6084/m9.figshare.29245041.v1
title: High HBsAg Clearance Rate and Viral Dynamics in HBeAg-Positive, ALT-Normal Children and Adolescents with Chronic HBV Infection: Results from the Prospective Sprout Project

description: Hepatitis B e antigen (HBeAg)-positive chronic hepatitis B virus (HBV) infection in children and adolescents with normal alanine aminotransferase (ALT) levels constitutes a substantial population in China, yet the optimal timing for antiviral therapy remains unclear. This prospective, real-world study, conducted as the primary center of the Sprout Project, evaluated the hepatitis B surface antigen (HBsAg) loss rate and viral-immune dynamics of pegylated interferon α (PEG-IFN-α) treatment in 85 chronic HBV patients aged 3–18 years over a 24-month period. A total of 27 HBeAg-positive, ALT-normal patients were selected for analysis. Patients were treated with a combination of PEG-IFN-α and entecavir. After 24 months, the overall HBsAg loss rate was 48.15%, with 47.37% in the immune-tolerant phase and 50% in the gray zone phase. Among those who cleared HBsAg, 84.62% had ALT elevation prior to anti-HBsAg antibody (HBsAb) seroconversion, which occurred 28 to 400 days before HBsAg loss. While HBsAg and HBV DNA were cleared by 24 months in the HBsAg loss group, 23.08% of children remained HBeAg-positive. Notably, 61.54% developed detectable HBsAb prior to HBsAg loss. Children aged 3 - 7 years had significantly higher clearance rates than those aged 8 - 18 years. These findings support the effectiveness of PEG-IFN-α combined with nucleos(t)ide analogs in achieving high HBsAg loss rates in young, HBeAg-positive, ALT-normal chronic HBV children and adolescents, with immune activation potentially preceding ALT elevation, and offers valuable insights into the viral-immune dynamics during treatment, highlighting the potential of antiviral therapy in this population.
DOI: 10.6084/m9.figshare.29245041.v2
title: High HBsAg clearance rate and viral dynamics in HBeAg-positive, ALT-normal children and adolescents with chronic HBV infection: results from the prospective sprout project

description: Hepatitis B e antigen (HBeAg)-positive chronic hepatitis B virus (HBV) infection in children and adolescents with normal alanine aminotransferase (ALT) levels constitutes a substantial population in China, yet the optimal timing for antiviral therapy remains unclear. This prospective, real-world study, conducted as the primary centre of the Sprout Project, evaluated the hepatitis B surface antigen (HBsAg) loss rate and viral-immune dynamics of pegylated interferon α (PEG-IFN-α) treatment in 85 chronic HBV patients aged 3–18 years over a 24-month period. A total of 27 HBeAg-positive, ALT-normal patients were selected for analysis. Patients were treated with a combination of PEG-IFN-α and entecavir. After 24 months, the overall HBsAg loss rate was 48.15%, with 47.37% in the immune-tolerant phase and 50% in the grey zone phase. Among those who cleared HBsAg, 84.62% had ALT elevation prior to anti-HBsAg antibody (HBsAb) seroconversion, which occurred 28–400 days before HBsAg loss. While HBsAg and HBV DNA were cleared by 24 months in the HBsAg loss group, 23.08% of children remained HBeAg-positive. Notably, 61.54% developed detectable HBsAb prior to HBsAg loss. Children aged 3–7 years had significantly higher clearance rates than those aged 8–18 years. These findings support the effectiveness of PEG-IFN-α combined with nucleos(t)ide analogs in achieving high HBsAg loss rates in young, HBeAg-positive, ALT-normal chronic HBV children and adolescents, with immune activation potentially preceding ALT elevation, and offers valuable insights into the viral-immune dynamics during treatment, highlighting the potential of antiviral therapy in this population.
DOI: 10.15468/dl.mctmth
title: Occurrence Download

description: A dataset containing 1695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Paraguay, Argentina)",
 "TaxonKey is Thamnophilus punctatus (Shaw, 1809)"
 ]
}

 The dataset includes 1695 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070176-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.016933hs
title: "Dictionarium bovis" by Thomas of Pavia: Automatic Transcription
title: « Dictionarium bovis » de Thomas de Pavie : Transcription automatique

description: This dataset includes automatically segmented and transcribed manuscripts from Firenze, Biblioteca Medicea Laurenziana, Mss S. Crucis, Plut. XXVIII sin., cod. 2 (A–E), cod. 3 (F–N), cod. 5 (O–R), cod. 6 (R–Z), and cod. 4 (O–Q, Z). They were also divided into rubrics automatically.
description: Ce dataset comprend des manuscrits Firenze, Biblioteca Medicea Laurenziana, Mss S. Crucis, Plut. XXVIII sin., cod. 2 (A–E), cod. 3 (F–N), cod. 5 (O–R), cod. 6 (R–Z), et cod. 4 (O–Q, Z), segmentés et transcrits automatiquement. Ils ont également été divisés en rubriques automatiquement.
DOI: 10.15468/dl.yqkuuh
title: Occurrence Download

description: A dataset containing 5041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "OccurrenceStatus is Present",
 "TaxonKey is Channa argus (Cantor, 1842)"
 ]
}

 The dataset includes 5041 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070178-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.0174b057
title: images
DOI: 10.5281/zenodo.15748736
title: All code, data subsets, and environment specifications required to reproduce the ILS-MdPL experiments and figures

description:  ILS-MdPL Project: Code, Processed Data, and Environment Specifications

Wenpeng Xie (Institute of Industrial Science, The University of Tokyo)

Included Files





model/





src/ — MdPL source code




000check-results.ipynb — Measurement calculation tools




000gswp2.ipynb — Perturbed GSWP2 parameter generation for ILS




000process_dataset.ipynb — NetCDF → MdPL input data pipeline






script_figure/





Figure*.py — Figure generation scripts




results/ — Essential statistical data (CSV/NetCDF subsets) for each figure






script_ILS/





calibrated_parameter_for_ILS/ — Default & perturbed ILS parameters




Figure*_ILS/ — ILS execution scripts per figure






script_MdPL/





Figure*_MdPL/ — MdPL training/inference scripts and log files per figure






Environment





environment.yml — Conda environment (Python, PyTorch, xarray, etc.)




ILS_env.txt — ILS runtime environment details (PATH, LD_LIBRARY_PATH)
DOI: 10.5281/zenodo.15748737
title: All code, data subsets, and environment specifications required to reproduce the ILS-MdPL experiments and figures

description:  ILS-MdPL Project: Code, Processed Data, and Environment Specifications

Wenpeng Xie (Institute of Industrial Science, The University of Tokyo)

Included Files





model/





src/ — MdPL source code




000check-results.ipynb — Measurement calculation tools




000gswp2.ipynb — Perturbed GSWP2 parameter generation for ILS




000process_dataset.ipynb — NetCDF → MdPL input data pipeline






script_figure/





Figure*.py — Figure generation scripts




results/ — Essential statistical data (CSV/NetCDF subsets) for each figure






script_ILS/





calibrated_parameter_for_ILS/ — Default & perturbed ILS parameters




Figure*_ILS/ — ILS execution scripts per figure






script_MdPL/





Figure*_MdPL/ — MdPL training/inference scripts and log files per figure






Environment





environment.yml — Conda environment (Python, PyTorch, xarray, etc.)




ILS_env.txt — ILS runtime environment details (PATH, LD_LIBRARY_PATH)
DOI: 10.15468/dl.8td4es
title: Occurrence Download

description: A dataset containing 15841 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arborophila torqueola (Valenciennes, 1825)"
 ]
}

 The dataset includes 15841 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070179-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e114452v1
title: Replication data for: Nonlinear Persistence and Partial Insurance: Income and Consumption Dynamics in the PSID

description: In this paper we highlight the importance of the PSID in understanding income dynamics and consumption insurance. We explore the nonlinear nature of income shocks and describe a new quantile-based panel data framework for income dynamics. In this approach the persistence of past income shocks is allowed to vary according to the size and sign of the current shock. The model provides a good match with data and we confirm the results on population register data from Norway. Using the enhanced consumption and asset data in the PSID, nonlinear persistence is shown to have key implications for consumption insurance.
DOI: 10.15468/dl.jv9y4z
title: Occurrence Download

description: A dataset containing 494 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 Cygnus atratus (Latham, 1790)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 494 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070181-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13730679
title: Source data for the C-GWAS study of human facial shape

description: These dataset are from Xiong et al. Combined genome-wide association study of facial traits in Europeans increases explained variance and improves prediction. Nat Commun. 2025 upcoming. This dataset contains meta-analysis GWAS summary statistics of 946 pairwise distances between 44 facial landmarks from 5 cohorts of European ancestry. The summary statistics consist of a unified SNP information file (filename SnpInfo.tsv) and 946 separate data files containing the Beta and P for each distance (filename X_Y.tsv, where X and Y represent the two landmarks of the distance). The 946 data files are grouped into 36 folders, indicating that they are distances within (n=8) or between (n=28, pairwise) 8 facial regions. The definitions of landmarks and facial regions can be found in Figure 1 of the manuscript.
DOI: 10.15468/dl.f7mqby
title: Occurrence Download

description: A dataset containing 194906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ischnura elegans (Vander Linden, 1820)",
 "Country is France"
 ]
}

 The dataset includes 194906 records from 2632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070185-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae1jfx
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactris turbinocarpa Barb.Rodr."
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001777-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9exw4
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Gazania linearis (Thunb.) Druce)"
 ]
}

 The dataset includes 2189 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001767-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35268
title: Case summaries for 83 cases (1955-1991), 1991

description: Collection of material re case summaries of the 83 selected cases by the Independent Commission - cases against LAPD (1955-1991), 1991 May 31 - June 12. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.vnm95n
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.14723 -4.75579,-59.85277 -4.75579,-59.85277 9.75579,-96.14723 9.75579,-96.14723 -4.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Humiriastrum procerum (Little) Cuatrec."
 ]
}

 The dataset includes 75 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165403-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe1ms2
title: Occurrence Download

description: A dataset containing 1534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oriturus superciliosus (Swainson, 1838)"
 ]
}

 The dataset includes 1534 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001777-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-43848
title: 83 litigation investigation summaries, updated version, 1991-06-20

description: Collection of material re case summaries of the 83 selected cases by the Independent Commission - cases against LAPD, 1991 June 20. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.y9ywyp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Adesmia macrostachya Benth."
 ]
}

 The dataset includes 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0165406-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-43865
title: 83 litigation investigation summaries, updated version, 1991-06-20

description: Collection of material re case summaries of the 83 selected cases by the Independent Commission - cases against LAPD, 1991 June 20. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.a9shjj
title: Occurrence Download

description: A dataset containing 19056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Bahamas"
 ]
}

 The dataset includes 19056 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001777-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.