cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x3z6vb
title: Occurrence Download

description: A dataset containing 5685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-128.58071 29.21923,-61.10541 29.21923,-61.10541 54.79357,-128.58071 54.79357,-128.58071 29.21923))",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 5685 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001538-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3295nn
title: Occurrence Download

description: A dataset containing 4822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Eira barbara",
 "Year 2000-2025"
 ]
}

 The dataset includes 4822 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001539-251025141854904/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.30446597.v2
title: Supplemental Dissertation Tables

description: Sup 1. IFU ReviewSup 2a-c. Cognitive sentence syntax for the Remember, Understand, Evaluate, and Create levelsSup 3. 7-, 8-, 9-, 10-, 11-Factor solutionsSup 4. Qualitative review of the sentences used in the study
DOI: 10.15468/dl.cukkz4
title: Occurrence Download

description: A dataset containing 53137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 53137 records from 474 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001532-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxcn7n
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adelpha ethelda",
 "Year 1965-2015"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001542-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s49r29
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 297 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001528-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5sbsn
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adelpha leucerioides",
 "Year 1965-2015"
 ]
}

 The dataset includes 199 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001543-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2v84x
title: Occurrence Download

description: A dataset containing 1407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Junonia evarete",
 "Year 1965-2015"
 ]
}

 The dataset includes 1407 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001544-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdmbz4
title: Occurrence Download

description: A dataset containing 5158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-124.48653 25.15769,-70.88842 25.15769,-70.88842 49.12648,-124.48653 49.12648,-124.48653 25.15769))",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 5158 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001545-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17451401
title: Molten carbonate electrolyzer for synthetic fuel generation - experimental data for OA
DOI: 10.5281/zenodo.17451402
title: Molten carbonate electrolyzer for synthetic fuel generation - experimental data for OA
DOI: 10.5281/zenodo.17451391
title: Minimal anonymized interim dataset (ongoing) for the Biotube Maker (BTM1) clinical trial

description: This dataset accompanies the study protocol entitled “Safety and efficacy of an iBTA-induced autologous Biotube® vascular graft and its preparation device BTM1 in below-the-knee bypass surgery for chronic limb threatening ischemia: A protocol for an open-label, single-arm, multicenter clinical trial.”

The dataset includes minimal anonymized interim data derived from the ongoing investigator-initiated multicenter clinical trial evaluating the Biotube Maker (BTM1) and Biotube® regenerative vascular grafts in patients with chronic limb-threatening ischemia (CLTI).

The dataset structure reflects the variables described in the protocol, such as patient demographics, implant site, Biotube formation, implantation status, patency, wound healing, pain improvement, and limb salvage outcomes.

“Ongoing” indicates cases still under follow-up, while “not_enrolled” refers to subjects yet to be recruited.

The full anonymized dataset will be deposited upon completion of patient enrollment and final analysis, in accordance with ethical and legal requirements.
DOI: 10.5281/zenodo.17451392
title: Minimal anonymized interim dataset (ongoing) for the Biotube Maker (BTM1) clinical trial

description: This dataset accompanies the study protocol entitled “Safety and efficacy of an iBTA-induced autologous Biotube® vascular graft and its preparation device BTM1 in below-the-knee bypass surgery for chronic limb threatening ischemia: A protocol for an open-label, single-arm, multicenter clinical trial.”

The dataset includes minimal anonymized interim data derived from the ongoing investigator-initiated multicenter clinical trial evaluating the Biotube Maker (BTM1) and Biotube® regenerative vascular grafts in patients with chronic limb-threatening ischemia (CLTI).

The dataset structure reflects the variables described in the protocol, such as patient demographics, implant site, Biotube formation, implantation status, patency, wound healing, pain improvement, and limb salvage outcomes.

“Ongoing” indicates cases still under follow-up, while “not_enrolled” refers to subjects yet to be recruited.

The full anonymized dataset will be deposited upon completion of patient enrollment and final analysis, in accordance with ethical and legal requirements.
DOI: 10.15468/dl.tra3yy
title: Occurrence Download

description: A dataset containing 51303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, BLM - National Invasive Species Information Management System - Plants, Pl@ntNet automatically identified occurrences, Flora von Deutschland (Phanerogamen), INPN - Données flore des CBN agrégées par la FCBN, Artportalen, BSBI data from several English counties, up to 2018, Données acquises par le Conservatoire botanique national du Bassin parisien et son réseau (bénévoles, associations, autres structures professionnelles) - Flore du Bassin parisien (CBNBP), NSW BioNet Atlas, Pl@ntNet observations)",
 "PublishingOrg is one of (da86174a-a605-43a4-a5e8-53d484152cd3, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, c3ad790a-d426-4ac1-8e32-da61f81f0117, 43cab2b0-0653-11d9-acb2-b8a03c50a862, 1928bdf0-f5d2-11dc-8c12-b8a03c50a862, b8323864-602a-4a7d-9127-bb903054e97d, aa569acf-991d-4467-b327-8442f30ddbd2, ef66652d-3cc3-4140-b268-a07d1e53441b)",
 "TaxonKey is Onopordum acanthium"
 ]
}

 The dataset includes 51303 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001535-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bedng7
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Atelopus boulengeri"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001546-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufn5nc
title: Occurrence Download

description: A dataset containing 107404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "TaxonKey is Chrysemys picta",
 "Year 1950-2025"
 ]
}

 The dataset includes 107404 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001531-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znzxbz
title: Occurrence Download

description: A dataset containing 1558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlosyne eumeda",
 "Year 1965-2015"
 ]
}

 The dataset includes 1558 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001547-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048202
title: Tropical cyclone precipitation expands inland
DOI: 10.5281/zenodo.17084534
title: Tropical cyclone precipitation expands inland
DOI: 10.21979/n9/bih05p
title: Replication Data for: Pre_QE A0025 15 deg yaw Fluent

description: A/c=0.025 15 degree yawed simulation results
DOI: 10.15468/dl.azrjnb
title: Occurrence Download

description: A dataset containing 2303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlosyne rosita",
 "Year 1965-2015"
 ]
}

 The dataset includes 2303 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001548-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17449850
title: Global Enhanced Vegetation Index (EVI, MOD13Q1, 250 m, Bimonthly 2020) – Continental Subsets

description: This dataset provides bimonthly Enhanced Vegetation Index (EVI) composites for the year 2020 at 250 m spatial resolution, derived from the MOD13Q1 v6 product and distributed by OpenLandMap. The global rasters were subsetted into continental tiles using fixed geographic extents. Each continental archive contains six bimonthly EVI rasters covering the following periods: January–February 2020, March–April 2020, May–June 2020, July–August 2020, September–October 2020, and November–December 2020.

Raster values represent the median EVI per period (unitless, scaled ×10 000).Spatial reference system: EPSG 4326 (WGS 84).Spatial resolution: approximately 250 m (0.00225 degrees).File format: GeoTIFF (LZW-compressed, tiled, BigTIFF enabled).Each ZIP archive contains the six EVI rasters for one continent.

Continents and extents (longitude W/E, latitude S/N)North America Extent: W 170° to E 50°, S 10° to N 80°South America Extent: W 90° to E 30°, S 60° to N 15°Africa Extent: W 20° to E 55°, S 35° to N 37°Europe Extent: W 25° to E 40°, S 35° to N 72°Asia Extent: W 40° to E 180°, S 10° to N 83°Australia and Oceania Extent: W 110° to E 180°, S 50° to N 5°

Processing steps





Global MOD13Q1 EVI rasters (250 m) were downloaded from OpenLandMap.Source: stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json




Rasters were cropped to the continental extents listed above.




GeoTIFFs were written with LZW compression and tiled layout for efficient storage.




Files smaller than 1 MB were removed to exclude incomplete or empty tiles.




Each continent’s rasters were zipped into a single archive for distribution.



Example file namesEVI_North_America_250m.zipEVI_South_America_250m.zipEVI_Africa_250m.zipEVI_Europe_250m.zipEVI_Asia_250m.zipEVI_Australia_Oceania_250m.zip

Data source and citationOpenLandMap (2023). MOD13Q1 EVI Inpainted Dataset (250 m).stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json

Processing and compilationContinental subset compilation using R (terra v1.8-70).

LicenseCreative Commons Attribution 4.0 International (CC BY 4.0)
DOI: 10.5281/zenodo.17449851
title: Global Enhanced Vegetation Index (EVI, MOD13Q1, 250 m, Bimonthly 2020) – Continental Subsets

description: This dataset provides bimonthly Enhanced Vegetation Index (EVI) composites for the year 2020 at 250 m spatial resolution, derived from the MOD13Q1 v6 product and distributed by OpenLandMap. The global rasters were subsetted into continental tiles using fixed geographic extents. Each continental archive contains six bimonthly EVI rasters covering the following periods: January–February 2020, March–April 2020, May–June 2020, July–August 2020, September–October 2020, and November–December 2020.

Raster values represent the median EVI per period (unitless, scaled ×10 000).Spatial reference system: EPSG 4326 (WGS 84).Spatial resolution: approximately 250 m (0.00225 degrees).File format: GeoTIFF (LZW-compressed, tiled, BigTIFF enabled).Each ZIP archive contains the six EVI rasters for one continent.

Continents and extents (longitude W/E, latitude S/N)North America Extent: W 170° to E 50°, S 10° to N 80°South America Extent: W 90° to E 30°, S 60° to N 15°Africa Extent: W 20° to E 55°, S 35° to N 37°Europe Extent: W 25° to E 40°, S 35° to N 72°Asia Extent: W 40° to E 180°, S 10° to N 83°Australia and Oceania Extent: W 110° to E 180°, S 50° to N 5°

Processing steps





Global MOD13Q1 EVI rasters (250 m) were downloaded from OpenLandMap.Source: stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json




Rasters were cropped to the continental extents listed above.




GeoTIFFs were written with LZW compression and tiled layout for efficient storage.




Files smaller than 1 MB were removed to exclude incomplete or empty tiles.




Each continent’s rasters were zipped into a single archive for distribution.



Example file namesEVI_North_America_250m.zipEVI_South_America_250m.zipEVI_Africa_250m.zipEVI_Europe_250m.zipEVI_Asia_250m.zipEVI_Australia_Oceania_250m.zip

Data source and citationOpenLandMap (2023). MOD13Q1 EVI Inpainted Dataset (250 m).stac.openlandmap.org/evi_mod13q1.tmwm.inpaint/collection.json

Processing and compilationContinental subset compilation using R (terra v1.8-70).

LicenseCreative Commons Attribution 4.0 International (CC BY 4.0)
DOI: 10.5281/zenodo.17451450
title: Multifunctional Artificial Immunoengineering (MAI): A Foundational Framework for Next-Generation Hybrid Immunomodulatory Constructs with In-Construct Biocomputation

description: This manuscript introduces Multifunctional Artificial Immunoengineering (MAI), a pioneering interdisciplinary framework that fuses synthetic biology, systems immunology, nanoscale engineering, computational immunodynamics, adaptive control, self-assembly, reinforcement learning, biocompatibility design, and in-construct biocomputation to create hybrid intelligent immunomodulatory constructs (HIMCs). HIMCs function as autonomous, multi-role immune sentinels, delivering polychronic polyfunctionality, reactive nanoporosity, optimized renal clearance, autoimmunity-aware regulation, and embedded DNA/ribozyme logic for real-time decision-making and quantized effector release.Grounded in seven core pillars—from polyfunctional binding thermodynamics to nanoscale disassembly and biocomputation theory—the framework addresses limitations of monofunctional immunotherapies by enabling dynamic threat response to pathogens and cancer. Key theoretical models include a coupled immunodynamic PDE system for spatiotemporal simulations, autoimmunity-penalized reinforcement learning for adaptive control, and variance-based global sensitivity analysis (GSA) for robustness calibration.Methodologies encompass epitope mapping via cryo-EM and AlphaFold, Rosetta-optimized assembly, RL training on GPU clusters, and validation techniques like smFRET for release profiling. In silico results demonstrate rapid pathogen clearance (e.g., 4.9–12.4 hours for diverse strains), near-complete CRS risk mitigation (0.3% incidence), 97.3% DNA logic fidelity, and tumor volume regression to 12.7% of baseline within 14 days, outperforming controls.The discussion highlights MAI's adaptivity, safety, and autonomy, extending DNA origami applications while outlining a 15-year translational roadmap to FDA/EMA approval and cost reductions to $180/dose. Ethical safeguards address dual-use risks, equity, and governance. As a self-contained conceptual paradigm, this work lays the foundation for next-generation immunoprotection, bridging theory to clinical potential without empirical data generation.
DOI: 10.5281/zenodo.17451451
title: Multifunctional Artificial Immunoengineering (MAI): A Foundational Framework for Next-Generation Hybrid Immunomodulatory Constructs with In-Construct Biocomputation

description: This manuscript introduces Multifunctional Artificial Immunoengineering (MAI), a pioneering interdisciplinary framework that fuses synthetic biology, systems immunology, nanoscale engineering, computational immunodynamics, adaptive control, self-assembly, reinforcement learning, biocompatibility design, and in-construct biocomputation to create hybrid intelligent immunomodulatory constructs (HIMCs). HIMCs function as autonomous, multi-role immune sentinels, delivering polychronic polyfunctionality, reactive nanoporosity, optimized renal clearance, autoimmunity-aware regulation, and embedded DNA/ribozyme logic for real-time decision-making and quantized effector release.Grounded in seven core pillars—from polyfunctional binding thermodynamics to nanoscale disassembly and biocomputation theory—the framework addresses limitations of monofunctional immunotherapies by enabling dynamic threat response to pathogens and cancer. Key theoretical models include a coupled immunodynamic PDE system for spatiotemporal simulations, autoimmunity-penalized reinforcement learning for adaptive control, and variance-based global sensitivity analysis (GSA) for robustness calibration.Methodologies encompass epitope mapping via cryo-EM and AlphaFold, Rosetta-optimized assembly, RL training on GPU clusters, and validation techniques like smFRET for release profiling. In silico results demonstrate rapid pathogen clearance (e.g., 4.9–12.4 hours for diverse strains), near-complete CRS risk mitigation (0.3% incidence), 97.3% DNA logic fidelity, and tumor volume regression to 12.7% of baseline within 14 days, outperforming controls.The discussion highlights MAI's adaptivity, safety, and autonomy, extending DNA origami applications while outlining a 15-year translational roadmap to FDA/EMA approval and cost reductions to $180/dose. Ethical safeguards address dual-use risks, equity, and governance. As a self-contained conceptual paradigm, this work lays the foundation for next-generation immunoprotection, bridging theory to clinical potential without empirical data generation.
DOI: 10.13140/rg.2.2.18930.57283
title: WhatsApp Image 2025-10-26 at 19.09.49
DOI: 10.34740/kaggle/dsv/13512708
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kzvm54
title: Occurrence Download

description: A dataset containing 9048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "TaxonKey is Molothrus aeneus"
 ]
}

 The dataset includes 9048 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001550-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17451453
title: Sistema predictivo de defensa Sísmica

description: Este documento constituye una declaración pública de prioridad científica, técnica y económica del proyecto TCDS — Sistema Predictivo de Defensa Sísmica.

Por su carácter de infraestructura de seguridad planetaria, se solicita su consideración como iniciativa de interés urgente para los Estados, agencias de protección civil y fondos multilaterales.

Cualquier intento de copia o apropiación sin reconocimiento se considerará violación de derechos morales y patrimoniales del autor.
DOI: 10.15468/dl.dn2dr4
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoebis agarithe fisheri",
 "Year 1965-2015"
 ]
}

 The dataset includes 570 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001551-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3n3q3
title: Occurrence Download

description: A dataset containing 1000193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen, Human Observation, Occurrence evidence)",
 "GadmGid is one of (KAZ, TJK, KGZ, UZB, TKM)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1000193 records from 677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001541-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111288621
title: Jerusalem Stele, HITBP Jslm 23

description: [Text Description:] Monument fragment from the Ophel ❧ [Text or Publication Number Note:] HITBP Jslm 23, IAA 1987-1060 ❧ [Excavation Description:] Found in debris of Byzantine building in south of Temple Mount in 1987 ❧ [Medium:] Stone ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Monument fragment, broken on all four sides, 27 x 24 x 10 cm. ❧ [Physical Object Note:] Four lines of text ❧