cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18150138
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.57967/hf/7448
title: tujuh2
DOI: 10.15468/dl.jfwue3
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is China",
 "GadmGid is CHN.25_1",
 "Geometry POLYGON((110 34,113 34,113 36,110 36,110 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is The taxon concept ID was not found in the checklist",
 "OccurrenceStatus is Present",
 "TaxonKey is Phasianus colchicus",
 "Year 2015-2026"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074185-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7bwaz
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.13.15_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 746 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074186-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17951521
title: Additional images for Optimization of database system performance under shock load

description: The saved files belong to a thesis entitled Optimization of database system performance under shock load. 

It contains:



Four PDF documents with graphs illustrating user behavior during selected days. This data concerns transactions and timeouts.

Three PDF documents containing graph scripts that are included in the thesis and created in RStudio. The scripts are divided into three documents according to the sections of the practical part of the thesis. The documents contain notes and a description of the dataset used.

One file in .sql format. It contains SQL queries used to obtain data from the original information system database.


The datasets of the obtained data, or data excerpts used for visualization, cannot be published for security reasons.
DOI: 10.5281/zenodo.17951522
title: Additional images for Optimization of database system performance under shock load

description: The saved files belong to a thesis entitled Optimization of database system performance under shock load. 

It contains:



Four PDF documents with graphs illustrating user behavior during selected days. This data concerns transactions and timeouts.

Three PDF documents containing graph scripts that are included in the thesis and created in RStudio. The scripts are divided into three documents according to the sections of the practical part of the thesis. The documents contain notes and a description of the dataset used.

One file in .sql format. It contains SQL queries used to obtain data from the original information system database.


The datasets of the obtained data, or data excerpts used for visualization, cannot be published for security reasons.
DOI: 10.15468/dl.t3bgpc
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.13.7_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 97 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074188-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yz3nvf
title: Occurrence Download

description: A dataset containing 2098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Camelina sativa)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2098 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074187-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e242405
title: Brain Gain in Late Colonial Indonesia: New Evidence on Chinese Migration and Wages

description: This is the replication package for Hup, Mark and Pim de Zwart. "Brain Gain in Late Colonial Indonesia: New Evidence on Chinese Migration and Wages", Journal of Economic History.<br><br>Abstract: During the "Age of Mass Migration", many Chinese migrants came to colonial Indonesia. We find that these migratory flows included many skilled workers, contrary to the belief that they mostly consisted of unskilled labourers. We construct a new dataset of migration and potential surplus earnings for different types of work for the period ca. 1900-1920. Our analyses show that high earnings for skilled work, but not for unskilled work, strongly incentivized migration. Given the scarcity of skilled labour in Indonesia, the skilled migrants may have significantly contributed to economic growth in general and the growing trade-based sectors in particular.
DOI: 10.3886/e242405v1
title: Brain Gain in Late Colonial Indonesia: New Evidence on Chinese Migration and Wages

description: This is the replication package for Hup, Mark and Pim de Zwart. "Brain Gain in Late Colonial Indonesia: New Evidence on Chinese Migration and Wages", Journal of Economic History.<br><br>Abstract: During the "Age of Mass Migration", many Chinese migrants came to colonial Indonesia. We find that these migratory flows included many skilled workers, contrary to the belief that they mostly consisted of unskilled labourers. We construct a new dataset of migration and potential surplus earnings for different types of work for the period ca. 1900-1920. Our analyses show that high earnings for skilled work, but not for unskilled work, strongly incentivized migration. Given the scarcity of skilled labour in Indonesia, the skilled migrants may have significantly contributed to economic growth in general and the growing trade-based sectors in particular.
DOI: 10.15468/dl.qgxcmk
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.13.11_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 118 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074190-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59dpfk
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Draba nemorosa",
 "Year 1970-2000"
 ]
}

 The dataset includes 177 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074191-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.py6bg4
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Bos grunniens",
 "Year 1970-2026"
 ]
}

 The dataset includes 1138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074192-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghbt3m
title: Occurrence Download

description: A dataset containing 687249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alliaria petiolata)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 687249 records from 2165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074183-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bduay7
title: Occurrence Download

description: A dataset containing 23651 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loxodonta Anonymous, 1827"
 ]
}

 The dataset includes 23651 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006438-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwndaf
title: Occurrence Download

description: A dataset containing 26263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aloe L.",
 "Year 2000-2024"
 ]
}

 The dataset includes 26263 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006440-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crrhep
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Beryx splendens Lowe, 1834",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006441-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7yhpw
title: Occurrence Download

description: A dataset containing 7507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenomera andreae (Müller, 1923)"
 ]
}

 The dataset includes 7507 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006444-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tgep5
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Beta macrocarpa Guss."
 ]
}

 The dataset includes 859 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006443-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuzq9w
title: Occurrence Download

description: A dataset containing 1915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hirudo medicinalis Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 1915 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006449-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upgubj
title: Occurrence Download

description: A dataset containing 22060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagrus pagrus (Linnaeus, 1758)"
 ]
}

 The dataset includes 22060 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006445-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cntus9
title: Occurrence Download

description: A dataset containing 19477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus Linnaeus, 1758",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 19477 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006447-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsktbq
title: Occurrence Download

description: A dataset containing 2194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aloe vera (L.) Burm.f.",
 "Year 2000-2024"
 ]
}

 The dataset includes 2194 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006451-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvge68
title: Occurrence Download

description: A dataset containing 7525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeis guineensis Jacq.",
 "Year 1901-2024"
 ]
}

 The dataset includes 7525 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006454-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66wy79
title: Occurrence Download

description: A dataset containing 2215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adenomera hylaedactyla (Cope, 1868)"
 ]
}

 The dataset includes 2215 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006458-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9skpxj
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Musa ornata Roxb.",
 "Year 2000-2024"
 ]
}

 The dataset includes 379 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006457-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5yhnc
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Crocus thomasii Ten.",
 "Year 2000-2024"
 ]
}

 The dataset includes 120 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006456-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mvcvn
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Beryx decadactylus Cuvier, 1829",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006455-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy9vum
title: Occurrence Download

description: A dataset containing 4472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aloe ferox Mill.",
 "Year 2000-2024"
 ]
}

 The dataset includes 4472 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006459-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxq6vy
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Czechia)",
 "Geometry POLYGON((13.61923 50.58948,15.11393 50.58948,15.11393 51.11111,13.61923 51.11111,13.61923 50.58948))",
 "HasGeospatialIssue is false",
 "TaxonKey is Troglophilus neglectus Krauss, 1879"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006460-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zznwgr
title: Occurrence Download

description: A dataset containing 658647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juniperus communis L."
 ]
}

 The dataset includes 658647 records from 1706 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006418-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82x4cr
title: Occurrence Download

description: A dataset containing 499462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum vulgare L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 499462 records from 2683 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018283-250402121839773/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.29301816
title: Impact of positive control binding properties on anti-drug antibody assay performance

description: Monitoring anti-drug antibodies (ADAs) is a critical component of recombinant protein drug development. Positive controls in ADA assays are essential for evaluating assay quality, yet the influence of their binding properties on assay performance is not well understood. We evaluated a panel of surrogate positive controls with varying binding characteristics to investigate how their affinity and kinetic parameters impact ADA assay performance. Binding properties were measured using Bio-Layer Interferometry (BLI), and assays were evaluated for relative sensitivity and drug tolerance. This was a laboratory-based study; no human or animal subjects were involved. We observed a correlation between higher affinity (lower K<sub>D</sub> (equilibrium dissociation constant)) and lower k<sub>off</sub> (off-rate constant) with increased relative assay sensitivity. However, no consistent relationship was found between these binding parameters and drug tolerance. These findings suggest that binding kinetics of the positive control can significantly influence sensitivity but may not predict drug tolerance. Understanding the relationship between positive control binding properties and ADA assay performance can support the selection of reagents that optimize sensitivity. Limitations include the use of surrogate positive controls, which may not fully replicate the complexity of clinical ADA responses. When developing protein-based drugs, it’s important to test for anti-drug antibodies (ADAs), which can interfere with how well a drug works. These tests use positive control reagents to ensure the assay is working as expected. However, it’s not fully understood how the binding characteristics of these controls affect test results. In this study, we tested a group of lab-generated positive controls with different binding properties, including how tightly they bind to the drug and how quickly they bind and fall off. Using a technique called Bio-Layer Interferometry, we measured the strength and speed of these interactions. We then evaluated how these binding properties impacted the sensitivity of the ADA test and its ability to function in the presence of the drug (drug tolerance). We found that tighter binding and slower dissociation were linked to greater test sensitivity. However, there was no clear relationship between the binding properties and drug tolerance. This suggests that while the binding strength and kinetics of the positive controls can influence test sensitivity, they may not predict how the test performs when drug is present. These findings could help improve assay design, though it’s important to note that our use of lab-made controls may not fully replicate the complexity of actual patient antibodies.