cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/dans-x2f-ttt7
title: Proefsleuvenonderzoek Vaassen Kerkweg 16 Proefsleuvenonderzoek aan de Kerkweg 16 te Vaassen in de gemeente Epe

description: &lt;p&gt;Tijdens het proefsleuvenonderzoek in het plangebied aan de Kerkweg 16 te Vaassen, gemeente Epe, zijn 3 proefsleuven aangelegd met een gezamenlijke oppervlakte van ca. 140 m². In 2 van de 3 proefsleuven zijn (sub)recente sporen aangetroffen van woningen annex schoenmakerij die ca. 30 jaar geleden zijn afgebroken voor de bouw van de huidige bibliotheek Vaassen. Deze sporen kunnen archeologisch niet als belangwekkend worden beschouwd.&lt;/p&gt;&lt;p&gt;Uit de waardering volgens door de KNA voorgeschreven wijze blijkt dat de vindplaats die is aangetroffen niet behoudenswaardig is.&lt;/p&gt;&lt;p&gt;Verder is in het plangebied een bouwvoor plus plaggendek, op een zandpakket met grind (colluvium / sneeuwsmeltwaterafzettingen), op dekzand (C-horizont) aangetroffen. De bouwvoor plus plaggendek lijken grotendeels geroerd, en bevatten onder meer modern baksteenpuin en plastic. Ook het onderliggende bodemprofiel (podzolprofiel) leek niet meer intact, waardoor de kans op het aantreffen van archeologische resten in situ laag is.&lt;/p&gt;
DOI: 10.15468/dl.grp6dx
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Notothylas orbicularis"
 ]
}

 The dataset includes 54 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032685-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-zuv-ngzd
title: Archeologische begeleiding Hengelo (Gld) Molenenk 5 Archeologische begeleiding aan de Molenenk 5 te Hengelo (Gld) in de gemeente Bronckhorst

description: &lt;p&gt;Uit de archeologische begeleiding blijkt dat er archeologische resten uit de Late Bronstijd - eerste helft van de Midden IJzertijd binnen het plangebied aanwezig zijn. Vermoedelijk horen deze resten bij een groter nederzettingsterrein dat zich uitstrekt onder het huidige industrieterrein. Met de greppel uit deze periode is een bijzondere context aangetroffen waardoor er sprake is van meerwaarde.&lt;/p&gt;
DOI: 10.15468/dl.96uzq4
title: Occurrence Download

description: A dataset containing 11799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caularthron"
 ]
}

 The dataset includes 11799 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032687-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9te5t
title: Occurrence Download

description: A dataset containing 1247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pantoea agglomerans (Beijerinck, 1888) Gavini et al., 1989"
 ]
}

 The dataset includes 1247 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022733-250402121839773/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/9357644
title: Jugadores de futbol de la RFEF temporada 2023-2024
DOI: 10.15468/dl.dx82xx
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macrozoobenthos-North Adriatic-Gulf of Trieste, C1-LTER time-series 2014-2018"
 ]
}

 The dataset includes 551 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010046-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/5df377c3-29ee-4371-9a1d-77cb546cc5b8
title: Optical sensing of water contaminants using organic semiconductors (dataset)
DOI: 10.5281/zenodo.13739483
title: Comprehensive Evaluation of Alternative API, Excipient, and Packaging Material Sources: A Regulatory Perspective

description: Incorporating alternative sources for Active Pharmaceutical Ingredients (API), excipients, and primary packaging materials in approved pharmaceutical products necessitates rigorous evaluation to ensure product quality, safety, and efficacy are maintained. Regulatory agencies, including the World Health Organization (WHO), the United States Food and Drug Administration (US FDA), the European Medicines Agency (EMA), and the UK Medicines and Healthcare products Regulatory Agency (UK MHRA), require comprehensive data to assess such changes. This abstract summarizes the key data requirements across these agencies, focusing on API, excipients, and primary packaging materials.

For APIs, critical data include comparative analytical testing, impurity profiling, stability studies under ICH conditions, and bioequivalence studies when applicable. Agencies mandate risk assessments and process validation to ensure the new API source does not compromise the product's critical quality attributes (CQAs) or therapeutic performance.

For excipients, regulatory bodies require detailed information on the new supplier’s compliance with Good Manufacturing Practices (GMP), certificate of analysis (CoA), and comparative studies to demonstrate equivalence in performance, stability, and compatibility with the drug product. Stability testing, extractables and leachables analysis, and risk assessment play crucial roles in ensuring the excipient change does not negatively impact product quality or patient safety.

Primary packaging material changes require a thorough evaluation of mechanical and barrier properties, container-closure integrity (CCI), and extractables and leachables studies. Stability testing with the new packaging material under ICH conditions, risk assessments, and functional equivalence testing are essential to confirm the packaging material’s suitability in protecting the drug product throughout its shelf life.

In conclusion, stringent regulatory expectations underscore the importance of comprehensive data generation and risk mitigation strategies when incorporating alternative sources for APIs, excipients, and packaging materials in pharmaceutical products. Adherence to these guidelines ensures product safety, efficacy, and compliance with global regulatory standards.
DOI: 10.5281/zenodo.13739484
title: Comprehensive Evaluation of Alternative API, Excipient, and Packaging Material Sources: A Regulatory Perspective

description: Incorporating alternative sources for Active Pharmaceutical Ingredients (API), excipients, and primary packaging materials in approved pharmaceutical products necessitates rigorous evaluation to ensure product quality, safety, and efficacy are maintained. Regulatory agencies, including the World Health Organization (WHO), the United States Food and Drug Administration (US FDA), the European Medicines Agency (EMA), and the UK Medicines and Healthcare products Regulatory Agency (UK MHRA), require comprehensive data to assess such changes. This abstract summarizes the key data requirements across these agencies, focusing on API, excipients, and primary packaging materials.

For APIs, critical data include comparative analytical testing, impurity profiling, stability studies under ICH conditions, and bioequivalence studies when applicable. Agencies mandate risk assessments and process validation to ensure the new API source does not compromise the product's critical quality attributes (CQAs) or therapeutic performance.

For excipients, regulatory bodies require detailed information on the new supplier’s compliance with Good Manufacturing Practices (GMP), certificate of analysis (CoA), and comparative studies to demonstrate equivalence in performance, stability, and compatibility with the drug product. Stability testing, extractables and leachables analysis, and risk assessment play crucial roles in ensuring the excipient change does not negatively impact product quality or patient safety.

Primary packaging material changes require a thorough evaluation of mechanical and barrier properties, container-closure integrity (CCI), and extractables and leachables studies. Stability testing with the new packaging material under ICH conditions, risk assessments, and functional equivalence testing are essential to confirm the packaging material’s suitability in protecting the drug product throughout its shelf life.

In conclusion, stringent regulatory expectations underscore the importance of comprehensive data generation and risk mitigation strategies when incorporating alternative sources for APIs, excipients, and packaging materials in pharmaceutical products. Adherence to these guidelines ensures product safety, efficacy, and compliance with global regulatory standards.
DOI: 10.5281/zenodo.11220436
title: MUDDAT: A SENTINEL-2 IMAGE-BASED MUDDY WATER BENCHMARK DATASET FOR ENVIRONMENTAL MONITORING.

description: This is a dataset for mapping muddy waters based on Sentinel-2 (L2A products) satellite imagery. The image data are saved as GeoTIFF files and metadata files are provided in json format. There are 19 images in total, based on 16 distinct European Areas of Interest (AOIs), covering a total of 9 countries such as:



Greece

Italy

France

Spain

Belgium

UK

Sweden

Finland and

Serbia


From the Sentinel-2 L2A products were extracted 10 spectral bands and then resampled to a 10m spatial resolution. All spectral bands used can be found in the Metadata/Source files. The annotated images comprise 3 classes, "Non-muddy", "Muddy" and "Ambiguous". More details about the annotation methodology can be found on the accepted abstract (file: Accepted_Abstract_03_15_2024.pdf) or the published paper, that you can find here: 10.1109/IGARSS53475.2024.10642051.
DOI: 10.5281/zenodo.11220437
title: MUDDAT: A SENTINEL-2 IMAGE-BASED MUDDY WATER BENCHMARK DATASET FOR ENVIRONMENTAL MONITORING.

description: This is a dataset for mapping muddy waters based on Sentinel-2 (L2A products) satellite imagery. The image data are saved as GeoTIFF files and metadata files are provided in json format. There are 19 images in total, based on 16 distinct European Areas of Interest (AOIs), covering a total of 9 countries such as:



Greece

Italy

France

Spain

Belgium

UK

Sweden

Finland and

Serbia


From the Sentinel-2 L2A products were extracted 10 spectral bands and then resampled to a 10m spatial resolution. All spectral bands used can be found in the Metadata/Source files. The annotated images comprise 3 classes, "Non-muddy", "Muddy" and "Ambiguous". More details about the annotation methodology can be found on the accepted abstract (file: Accepted_Abstract_03_15_2024.pdf) or the published paper, that you can find here: 10.1109/IGARSS53475.2024.10642051.
DOI: 10.15468/dl.udnu9f
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macrozoobenthos-North Adriatic-Gulf of Trieste, C1-LTER time-series 2014-2018"
 ]
}

 The dataset includes 551 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010048-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej5gpq
title: Occurrence Download

description: A dataset containing 3671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Colombia, Ecuador, Peru, Argentina, Bolivia (Plurinational State of), Venezuela (Bolivarian Republic of), Chile)",
 "TaxonKey is one of (Zuccagnia punctata Cav., Yunkia subscandens (Kuntze) Salariato & Al-Shehbaz, Yunkia boliviana (Britton) Salariato & Al-Shehbaz, Urocarpidium albiflorum Ulbr., Urmenetea atacamensis Phil., Tricomaria usillo Hook. & Arn., Trichosanchezia chrysothrix Mildbr., Trianaea nobilis Planch. & Linden, Trianaea naeka S.Knapp, Trianaea brevipes (Cuatrec.) S.Knapp, Trepadonia oppositifolia H.Rob. & H.Beltrán, Trepadonia mexiae (H.Rob.) H.Rob., Tourrettia lappacea (L'Hér.) Willd., Tournonia hookeriana Moq., Tetrasida weberbaueri (Ulbr.) Fryxell & Fuertes, Tetrasida serrulata Fryxell & Fuertes, Tetrasida chachapoyensis (Baker fil.) Fryxell & Fuertes, Tessmanniacanthus chlamydocardioides Mildbr., Tammsia anomala H.Karst., Styloceras penninervium A.H.Gentry & Aymard, Styloceras laurifolium (Willd.) Kunth, Styloceras kunthianum Juss., Styloceras connatum Torrez & P.Jørg., Styloceras columnare Müll.Arg., Styloceras brokawii A.H.Gentry & R.B.Foster, Streptosolen jamesonii (Benth.) Miers, Stilpnophyllum revolutum L.Andersson, Stilpnophyllum oellgaardii L.Andersson, Stilpnophyllum lineatum Hook.f., Stilpnophyllum grandifolium L.Andersson, Stephanbeckia plumosa H.Rob. & V.A.Funk, Stenosepala hirsuta C.H.Perss., Stellamaris pergrata (Ames) Mel.Fernández & Bogarín, Shuaria ecuadorica D.A.Neill & J.L.Clark, Septotheca tessmannii Ulbr., Scrobicaria soatana S.Díaz & A.Correa, Scrobicaria ilicifolia (L.fil.) B.Nord., Scrobicaria aquifolia (Cuatrec.) B.Nord.)",
 "Year 1946-2024"
 ]
}

 The dataset includes 3671 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010047-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk7vhm
title: Occurrence Download

description: A dataset containing 638628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eudyptula minor (J.R.Forster, 1781)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 638628 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010044-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puwg8u
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptopelis barbouri Ahl, 1929"
 ]
}

 The dataset includes 69 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010049-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e179641
title: Data and Code for: The Educational Consequences of Remote and Hybrid Instruction During the Pandemic

description: These files contain the programs and data for the journal article "The Educational Consequences of Remote and Hybrid Instruction During the Pandemic," American Economic Review: Insights.
description: Sample of grade 1-8 students in the United States.
DOI: 10.3886/e179641v1-156616
title: Data and Code for: The Educational Consequences of Remote and Hybrid Instruction During the Pandemic

description: These files contain the programs and data for the journal article "The Educational Consequences of Remote and Hybrid Instruction During the Pandemic," American Economic Review: Insights.
description: Sample of grade 1-8 students in the United States.
DOI: 10.15468/dl.6a3s37
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chamaecrista glandulosa var. swartzii (Wikstr.) H.S.Irwin & Barneby, Senna polyphylla var. neglecta H.S.Irwin & Barneby, Cecropia schreberiana subsp. antillarum (Snethl.) C.C.Berg & P.Franco, Dodonaea viscosa subsp. elaeagnoides (Rudolphi ex Ledeb. & Adlerstam) Acev.-Rodr.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 261 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010051-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/8kefpn
title: DK-model HIP - modelsetup 500- and 100m (DK5)

description: This .zip file contains DK-model HIP in 500 and 100m resolution. Simulated results with this model are shared and displayed at HIP and KAMP portals. GEUS har ophavsretten til DK-modellen Vi ønsker, at modellen bruges bredt ved løsning af opgaver eller nye undersøgelser, og giver derfor alle brugsret til modellen og data på følgende vilkår: 1.GEUS angives som kilde. 2.Brugen sker på eget ansvar, og dette skal fremgå overfor brugerens samarbejdspartnere. 3.For at sikre modellens udvikling informeres GEUS pr. email: geus@geus.dk i tilfælde, hvor der sker ændringer i modelkonceptet eller justeringer af den konceptuelle model (herunder den hydrostratigrafiske model). 4.Brugeren accepterer endvidere, at GEUS benytter sådanne ændringer/justeringer til en fremtidig opdatering af DK-modellen. National Vandressource Model udvikles og vedligeholdes løbende. Hvis man vil benytte versioner, der endnu ikke er frigivet, kan man henvende sig til os og få dem udleveret på ad hoc-basis. Det skal bemærkes, at DK-model HIP primært er udviklet og kalibreret til at simulere det terrænnære grundvand og således ikke uden videre kan forventes at kunne bruges i vandressource-sammenhænge.
DOI: 10.22008/fk2/8kefpn/hcwgdy
title: DK5_HIPmodels.zip

description: :unav
DOI: 10.22008/fk2/8kefpn/naqrha
title: DK5_HIPmodels.zip

description: :unav
DOI: 10.15468/dl.njx586
title: Occurrence Download

description: A dataset containing 1733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megadyptes antipodes (Hombron & Jacquinot, 1841)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 1733 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010053-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx74sj
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydroporus discretus Fairmaire & Brisout de Barneville, 1859"
 ]
}

 The dataset includes 3972 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010052-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccz7t5
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptopelis bocagii (Günther, 1865)"
 ]
}

 The dataset includes 453 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010055-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug8e5u
title: Occurrence Download

description: A dataset containing 294606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnocephalus cernuus (Linnaeus, 1758)"
 ]
}

 The dataset includes 294606 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010032-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jrp5x
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Ozoroa obovata var. elliptica R.Fern. & A.Fern."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010057-240906103802322/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.26976337
title: Tablas de resultados de los items analizados en cada podcast.

description: La esencia de esta investigación reside en la inmersión en la creación de pódcast en Extremadura (España), el estudio del uso de la creatividad aplicada a su narrativa y cómo se integran estas producciones sonoras en las redes sociales para atraer nuevos oyentes, generar experiencias y fomentar la interactividad desde una mirada educomunicadora.
DOI: 10.22008/fk2/mrc9gu
title: DK-model HIP - modelsetup 500- and 100m (DK4)

description: This .zip file contains DK-model HIP in 500 and 100m resolution. Simulated results with this model are shared and displayed at HIP and KAMP portals. GEUS har ophavsretten til DK-modellen Vi ønsker, at modellen bruges bredt ved løsning af opgaver eller nye undersøgelser, og giver derfor alle brugsret til modellen og data på følgende vilkår: 1.GEUS angives som kilde. 2.Brugen sker på eget ansvar, og dette skal fremgå overfor brugerens samarbejdspartnere. 3.For at sikre modellens udvikling informeres GEUS pr. email: geus@geus.dk i tilfælde, hvor der sker ændringer i modelkonceptet eller justeringer af den konceptuelle model (herunder den hydrostratigrafiske model). 4.Brugeren accepterer endvidere, at GEUS benytter sådanne ændringer/justeringer til en fremtidig opdatering af DK-modellen. National Vandressource Model udvikles og vedligeholdes løbende. Hvis man vil benytte versioner, der endnu ikke er frigivet, kan man henvende sig til os og få dem udleveret på ad hoc-basis. Det skal bemærkes, at DK-model HIP primært er udviklet og kalibreret til at simulere det terrænnære grundvand og således ikke uden videre kan forventes at kunne bruges i vandressource-sammenhænge.
DOI: 10.22008/fk2/mrc9gu/0ofion
title: DK4_HIPmodels.zip

description: :unav
DOI: 10.22008/fk2/mrc9gu/bxt7up
title: DK4_HIPmodels.zip

description: :unav
DOI: 10.5281/zenodo.13739385
title: Multichannel Seismic Reflection Data from RV Pelagia during cruise 64PE-445 (SALTAX project)

description: We present digital multichannel seismic reflection data from the central Red Sea. They were collected on RV Pelagia during cruise 64PE-445 as part of the SALTAX project (Augustin et al., 2019). A Delta Sparker system with 6 kJ and a dominant frequency of ~300 Hz was used as the seismic source. Seismic energy was recorded using a Microeel solid-state streamer with 24 channels and a length of 100 m. Data processing was carried out using VISTA software and comprised trace-editing, simple frequency filtering (50–2000 Hz), normal moveout correction (1500 m/s), common mid-point stacking, finite-difference post-stack migration, as well as top-muting and white noise removal. Interpretation of the seismic data was carried out using the KingdomSuite software of IHS.
DOI: 10.15468/dl.uyet69
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptopelis boulengeri (Werner, 1898)"
 ]
}

 The dataset includes 294 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010058-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.