cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/qh5-585-2ds
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4hm-aax-qyr
title: Elphidium complanatum (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m68-539-ca6
title: †Hanzawaia producta (Terquem, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g86-a1z-0sy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t5b-6tx-xbd
title: Calcarina spengleri (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gg5-w3b-3mw
title: Glaphyrammina americana (Cushman, 1910)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/547-jlg-qp8
title: Textularia agglutinans d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/phx-s8e-r7v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xd-1xx-3d5
title: †Karreriella danica (Franke, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkj-jvg-f27
title: Ammonia batava (Hofker, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.v7ruda
title: Occurrence Download

description: A dataset containing 2320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apatura metis Frey, 1829, Astacus astacus (Linnaeus, 1758), Austropotamobius torrentium (von Paula Schrank, 1803), Bolbelasmus unicornis (Schrank, 1789), Buprestis splendens Fabricius, 1775, Buprestis splendens Voet, 1806, Callimorpha Latreille, 1809, Callimorpha quadripunctaria (Poda, 1761), Paracossulus thrips Hübner, 1818, Cerambyx cerdo Linnaeus, 1758, Coenagrion ornatum (Selys, 1850), Cordulegaster heros Theischinger, 1979, Dioszeghyana schmidtii Diószeghy, 1935, Dioszeghyana schmidti Rákosy, 1996, Eriogaster catax (Linnaeus, 1767), Euphydryas Scudder, 1872, Euphydryas aurinia (Rottemburg, 1775), Euplagia quadripunctaria (Poda, 1761), Hirudo medicinalis Linnaeus, 1758, Hirudo verbana Carena, 1820, Hyles hippophaes Staudinger, 1874, Hyles hippophaes Esper, 1789, Lindenia tetraphylla (Vander Linden, 1825), Lucanus cervus (Linnaeus, 1758), Lycaena dispar (Haworth, 1803), Maculinea arion (Linnaeus, 1758), Morimus asper funereus Mulsant, 1862, Morimus asper funereus Ilic & Curcic, 2013, Morimus asper funereus Vukajlovic & Zivanovic, 2014, Morimus funereus Mulsant, 1862, Ophiogomphus cecilia (Geoffroy, 1785), Ophiogomphus cecilia (Fourcroy, 1785), Osmoderma eremita (Scopoli, 1763), Osmoderma eremita (Scopoli, 1763), Papilio alexanor Esper, 1800, Paracaloptenus caloptenoides (Brunner von Wattenwyl, 1861), Parnassius apollo (Linnaeus, 1758), Parnassius mnemosyne (Linnaeus, 1758), Polyommatus eroides Frivaldsky, 1835, Probaticus subrugosus (Duftschmidt, 1812), Proserpinus proserpina Pallas, 1772, Pseudophilotes bavius (Ivirsmann, 1832), Pseudophilotes bavius (Eversmann, 1832), Rhysodes sulcatus (Fabricius, 1787), Rosalia alpina (Linnaeus, 1758), Rosalia alpina LeConte, 1852, Rosalia alpina Aurivillius, 1912, Rosalia alpina Brustel, Berger & Cocquempot, 2003, Rosalia alpina Vuillet, 1911, Rosalia alpina Lameere, 1887, Rosalia alpina Takakuwa, 1998, Stenobothrus eurasius Zubovski, 1898, Stenobothrus eurasius Zubovski, 1898, Stylurus flavipes (Charpentier, 1825), Unio crassus Retzius, 1788, Unio crassus Philipsson, 1788, Unio crassus Say, 1817, Unio elongatulus C.Pfeiffer, 1825, Vertigo angustior Jeffreys, 1830, Vertigo moulinsiana (Dupuy, 1849), Zerynthia polyxena (Denis & Schiffermüller), 1775)",
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2320 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010753-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1129149
title: Digital Archive from an Archaeological Excavation at Upper Oldhams Farm, Youlgreave, Derbyshire, July 2023

description: This collection consists of images, site record data and a vector graphic from an archaeological excavation by Archaeological Research Services Ltd. Work occurred at Upper Oldhams farm, Long Rake, Youlgreave, in July, 2023.The archaeological excavation encountered four archaeological features within the eastern extent of the development. These included two pits, a possible ditch and a stake hole.
DOI: 10.25824/redu/rxnvo3
title: Study of W/O emulsion flow within centrifugal pumps

description: Dataset acquired during study of centrifugal pumps operating with emulsion w/o flow.
DOI: 10.48577/jpl.rhpnqr
title: Architecture and field operation of a portable digital holographic microscope for in situ measurements of bacterial motility

description: The development of a next-generation, portable digital holographic microscope enables the realtime volumetric characterization of bacterial behavior in extreme environments. This microscope is designed to observe bacteria in their native habitats, minimizing the experimental bias introduced by the extraction of samples for laboratory studies. The instrument, which operates at a wavelength of 405 nm and offers a spatial resolution of 1 micron, is fully self-contained with onboard computing and power, allowing hours of uninterrupted operation in the field. This digital holographic microscope is 180 mm x 300 mm x 135 mm and is less than 16 pounds, allowing easy transport to brine pools at the field sites described in this investigation. The instrument was field tested at the Boulby Underground Research Laboratory in the UK, where bacterial motility was observed and characterized in brine pockets undisturbed by human contamination. The holographic architecture of the microscope captures volumetric data at a video rate without moving parts, providing a stable long-term platform for field operation. This technology, identical to the proposed design for spaceflight instruments, will aid in the search for life on icy moons by improving our understanding of bacterial behavior in extreme conditions. Future developments of this platform will focus on refining data reduction algorithms and operational methodologies for Earth-based and space-based applications.
DOI: 10.15468/dl.va8uqm
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.2_1",
 "TaxonKey is Oreamnos americanus (Blainville, 1816)"
 ]
}

 The dataset includes 1926 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010340-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se94zf
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melozone aberti (S.F.Baird, 1852)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 324 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010339-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk9977
title: Occurrence Download

description: A dataset containing 21564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((24.07719 34.38149,27.13705 35.08699,24.914 35.84712,23.04327 35.84712,24.07719 34.38149))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 21564 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011021-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtdcjc
title: Occurrence Download

description: A dataset containing 70408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America, Guatemala)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 70408 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018343-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11543654
title: Mapping of PM(T) concerns in EU, including essential uses -  Annexes 1 and 2 (database and documentation)

description: Database : Substances mapping and database documentation.

Database used for mapping PM(T) substances, i.e., creating connections, associations, or representations between substances for analysis, classification, modeling, or data visualization. The results of the mapping are presented within deliverable 5.1 of the Horizon 2020 funded project PROMISCES. 

Deliverable 5.1 is available here 

Preventing Recalcitrant Organic Mobile Industrial chemicalS for Circular Economy in the Soil-sediment-water system | PROMISCES | Project | Results | H2020 | CORDIS | European Commission (europa.eu)
DOI: 10.60555/0cdm-r472
title: Pore-Mushy Zone Interaction during Directional Solidification of Alloys: Three Dimensional Simulation and Comparison with Experiments

description: The primary objective of this research was to develop a numerical 3D model capable of simulating the pore-mushy zone interaction during directional solidification of
Succinonitrile -Water alloys in microgravity and test the simulation results against the Pore Formation and Mobility Investigation (PFMI) microstructural observations, quantitatively and qualitatively.
DOI: 10.15468/dl.q6zxz7
title: Occurrence Download

description: A dataset containing 296741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Primates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 296741 records from 720 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018356-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3fpgq
title: Occurrence Download

description: A dataset containing 83936 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 Tringa incana (J.F.Gmelin, 1789)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 83936 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018346-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15346351
title: SPACEL embryo
DOI: 10.5281/zenodo.15346352
title: SPACEL embryo
DOI: 10.15468/dl.8v6tgp
title: Occurrence Download

description: A dataset containing 21405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea batatas (L.) Lam.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 21405 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018359-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15351117
title: Simulation data and machine learning models from 'A Python toolbox for neural circuit parameter inference'

description: Simulation datasets generated using the LIF network model, along with the trained machine learning models, supporting the article 'A Python Toolbox for Neural Circuit Parameter Inference'. Accepted for publication in npj Systems Biology and Applications.

The data folder contains features extracted from simulation data using two methods: catch22 and 1/f slope (stored in the power_spectrum_parameterization_1 folder). Each method-specific folder includes feature files labeled as sim_X and their corresponding parameter files labeled as sim_theta. Additionally, features extracted from EEG electrodes are organized in EEG subfolders within each method's directory.

The ML_models folder contains trained models, scalers, and—when using SBI approaches—density estimators, for various parameter inference configurations:





1_param/: models estimating a single parameter (E/I ratio)




2_param/: models estimating two parameters (E/I ratio and J_ext)




4_param/: models estimating four parameters (E/I ratio, time constants, and J_ext)



The EEG/ folder contains models trained specifically on features extracted from simulated EEG electrode data.

The held_out_data_models/ folder includes models trained on 90% of the simulation data, with the remaining 10% reserved for evaluation. The datasets/ subfolder within it contains the IDs of the held-out samples used for testing.

The code for loading and analyzing these data is available in the following repository: https://github.com/necolab-ugr/ncpi.
DOI: 10.5281/zenodo.15351118
title: Simulation data and machine learning models from 'A Python toolbox for neural circuit parameter inference'

description: Simulation datasets generated using the LIF network model, along with the trained machine learning models, supporting the article 'A Python Toolbox for Neural Circuit Parameter Inference'. Accepted for publication in npj Systems Biology and Applications.

The data folder contains features extracted from simulation data using two methods: catch22 and 1/f slope (stored in the power_spectrum_parameterization_1 folder). Each method-specific folder includes feature files labeled as sim_X and their corresponding parameter files labeled as sim_theta. Additionally, features extracted from EEG electrodes are organized in EEG subfolders within each method's directory.

The ML_models folder contains trained models, scalers, and—when using SBI approaches—density estimators, for various parameter inference configurations:





1_param/: models estimating a single parameter (E/I ratio)




2_param/: models estimating two parameters (E/I ratio and J_ext)




4_param/: models estimating four parameters (E/I ratio, time constants, and J_ext)



The EEG/ folder contains models trained specifically on features extracted from simulated EEG electrode data.

The held_out_data_models/ folder includes models trained on 90% of the simulation data, with the remaining 10% reserved for evaluation. The datasets/ subfolder within it contains the IDs of the held-out samples used for testing.

The code for loading and analyzing these data is available in the following repository: https://github.com/necolab-ugr/ncpi.
DOI: 10.15468/dl.9keaep
title: Occurrence Download

description: A dataset containing 68081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.74521 3.54673,-76.6188 3.54673,-76.6188 3.67159,-76.74521 3.67159,-76.74521 3.54673))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 68081 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018345-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy82xe
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-130.31010 21.68629,-73.68990 21.68629,-73.68990 44.31371,-130.31010 44.31371,-130.31010 21.68629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Yucca elata (Engelm.) Engelm."
 ]
}

 The dataset includes 193 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018361-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15320110
title: Pre-clinical data for "Plinabulin Following Radiation Enhances Dendritic Cell Maturation and Checkpoint Inhibitor Retreatment of Relapsed/Refractory Cancers"

description: Pre-Clinical Data for Med paper:

Plinabulin Following Radiation Enhances Dendritic Cell Maturation and Checkpoint Inhibitor Retreatment of Relapsed/Refractory Cancers

Steven H. Lin1*; Vivek Subbiah2y Evan N. Cohen3, Ziyi Li4, Yingjuan June Lu5, Ye Lin Son1, Yue Lyu4, Hui Gao3; Gitanjali Jayachandran3, Shinya Neri1†, Amrish Sharma1◊, Penny Fang1, Daniel Karp2, David Hong2, Jordi Rodon2, Hao Yu2, Jing Peng2, G. Kenneth Lloyd5, James R. Tonra5, James M. Reuben3, Lan Huang5**, Siqing Fu2***

1Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 2Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 3Hematopathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 4Biostatistics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 5BeyondSpring Pharmaceuticals, Inc, 100 Campus Dr, Florham Park, New Jersey 07932, USA.
description: Paper abstract:

Background: Plinabulin exerts immunomodulatory activity through guanine-nucleotide-exchange-factor (GEF)-H1 release from depolymerizing tubulin in the cytoskeleton, leading to dendritic-cell (DC) activation. Preclinical studies demonstrated that irradiation potentiates plinabulin-induced DC maturation, and when combined with immune-checkpoint-inhibitors (ICI), triggers an abscopal antitumor response via increased tumor-infiltrating DCs and T-cells. 

Methods: A Phase 1 translational study (NCT04902040) of plinabulin plus ICI after radiation therapy (RT) initiation was conducted in ICI-relapsed/refractory cancers with primary (safety, tolerability, and objective-tumor-response-rate) and secondary (disease-control-rate [DCR]) endpoints. 

Findings: This triple regimen was safe and achieved a DCR of 54% (3/13 partial response [PR] and 4/13 stable disease [SD]) in mostly heavily pre-treated patients. Responding tumors included non-small-cell-lung-cancer (2/2 PR+SD), head-and-neck-squamous-cell-carcinoma (2/3 PR+SD) and Hodgkin's lymphoma (2/2 PRs in patients after 12- or 16-prior lines-of-therapy). PR+SD patients had significantly higher GEF-H1 immune activation scores in peripheral blood and intra-tumorally at pre-treatment/baseline and DC activation/T-cell clonal expansion post-treatment than PD patients. 

Conclusions: These preliminary results provide a rationale for testing RT/plinabulin/ICI combination in future post-ICI-failure confirmatory trials.
DOI: 10.5281/zenodo.15320111
title: BeyondSpring Pre-Clinical Data For Med Manuscript May, 2025

description: Pre-Clinical Data for Med paper
DOI: 10.5281/zenodo.15351644
title: Pre-clinical data for "Plinabulin Following Radiation Enhances Dendritic Cell Maturation and Checkpoint Inhibitor Retreatment of Relapsed/Refractory Cancers"

description: Pre-Clinical Data for Med paper:

Plinabulin Following Radiation Enhances Dendritic Cell Maturation and Checkpoint Inhibitor Retreatment of Relapsed/Refractory Cancers

Steven H. Lin1*; Vivek Subbiah2y Evan N. Cohen3, Ziyi Li4, Yingjuan June Lu5, Ye Lin Son1, Yue Lyu4, Hui Gao3; Gitanjali Jayachandran3, Shinya Neri1†, Amrish Sharma1◊, Penny Fang1, Daniel Karp2, David Hong2, Jordi Rodon2, Hao Yu2, Jing Peng2, G. Kenneth Lloyd5, James R. Tonra5, James M. Reuben3, Lan Huang5**, Siqing Fu2***

1Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 2Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 3Hematopathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 4Biostatistics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, Texas, 77030, USA; 5BeyondSpring Pharmaceuticals, Inc, 100 Campus Dr, Florham Park, New Jersey 07932, USA.
description: Paper abstract:

Background: Plinabulin exerts immunomodulatory activity through guanine-nucleotide-exchange-factor (GEF)-H1 release from depolymerizing tubulin in the cytoskeleton, leading to dendritic-cell (DC) activation. Preclinical studies demonstrated that irradiation potentiates plinabulin-induced DC maturation, and when combined with immune-checkpoint-inhibitors (ICI), triggers an abscopal antitumor response via increased tumor-infiltrating DCs and T-cells. 

Methods: A Phase 1 translational study (NCT04902040) of plinabulin plus ICI after radiation therapy (RT) initiation was conducted in ICI-relapsed/refractory cancers with primary (safety, tolerability, and objective-tumor-response-rate) and secondary (disease-control-rate [DCR]) endpoints. 

Findings: This triple regimen was safe and achieved a DCR of 54% (3/13 partial response [PR] and 4/13 stable disease [SD]) in mostly heavily pre-treated patients. Responding tumors included non-small-cell-lung-cancer (2/2 PR+SD), head-and-neck-squamous-cell-carcinoma (2/3 PR+SD) and Hodgkin's lymphoma (2/2 PRs in patients after 12- or 16-prior lines-of-therapy). PR+SD patients had significantly higher GEF-H1 immune activation scores in peripheral blood and intra-tumorally at pre-treatment/baseline and DC activation/T-cell clonal expansion post-treatment than PD patients. 

Conclusions: These preliminary results provide a rationale for testing RT/plinabulin/ICI combination in future post-ICI-failure confirmatory trials.
DOI: 10.21227/jqn6-7n92
title: "Continuous Monitoring of Head Turns: Compliance, Kinematics, and Reliability of Wearable Sensing"

description: "This dataset includes continuous tri-axial accelerometer and gyroscope data collected from healthy adults over seven days in a free-living environment. The primary goal of this study is to understand naturalistic head-turning behavior by analyzing head kinematics, sensor compliance, and data reliability. The data were collected using Axivity AX6 sensors and processed to extract daily metrics of head movement and physical activity. This dataset supports research into natural head motion monitoring."
DOI: 10.15468/dl.y3e2xz
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España",
 "TaxonKey is Saxifraga lepismigena Planellas"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018364-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.