cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nf84k7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea balangshanensis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049465-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6354
title: AI-Awareness-Probe-2025
DOI: 10.57967/hf/6236
title: AI-Awareness-Probe-2025
DOI: 10.34740/kaggle/dsv/12883690
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.v5va5e
title: Occurrence Download

description: A dataset containing 3415 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((41.81896 -0.9367197, 44.69773 -0.9367197, 44.69773 2.308565, 41.81896 2.308565, 41.81896 -0.9367197))"
 ]
}

 The dataset includes 3415 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013789-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5akuw
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005404-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv5erd
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005405-251120083545085/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/13849592
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.j4bw9f
title: Occurrence Download

description: A dataset containing 54109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Living Specimen)",
 "TaxonKey is Emys orbicularis"
 ]
}

 The dataset includes 54109 records from 760 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005379-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e92a87
title: Occurrence Download

description: A dataset containing 66949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pelecanus philippensis, Pelecanus philippensis crispus)"
 ]
}

 The dataset includes 66949 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005382-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17608411
title: Engineering of maximally entangled orbital angular momentum states via path identity

description: Raw data for the plots in the manuscript titled "Engineering of maximally entangled orbital angular momentum states via path identity".
DOI: 10.5281/zenodo.17608410
title: Engineering of maximally entangled orbital angular momentum states via path identity

description: Raw data for the plots in the manuscript titled "Engineering of maximally entangled orbital angular momentum states via path identity".
DOI: 10.5281/zenodo.17698779
title: unique_dataset_v1
DOI: 10.5281/zenodo.17698780
title: unique_dataset_v1
DOI: 10.5281/zenodo.17698576
title: Data for "Single-Cell Mapping of Alternative Splicing Linked to Checkpoint Immunotherapy Response"

description: These data and source code belong to the supplementary materials of the under-review manuscript: "Single-Cell Mapping of Alternative Splicing Linked to Checkpoint Immunotherapy Response", and are provided for peer review only.



detected_ASE_structure.tsv.gz: Structural information of all ASEs identified by JAseC;

ASE_count_and_PSI_per_sample_per_cell_type.tsv.gz: PSI values and junction counts data for ASEs in each major cell type and each sample;

stLFR_validated_ASEs.tsv.gz: ASEs validated by stLFR data;

scATAC_readnum_per_cell_type_in_consensus_peak.tsv.gz: Read counts of each consensus peak in scATAC data, stratified by cell type;

JAseC.tar.gz: Source code of the JAseC program.
DOI: 10.5281/zenodo.15848593
title: Data for "Single-Cell Mapping of Alternative Splicing Linked to Checkpoint Immunotherapy Response"

description: These data and source code belong to the supplementary materials of the under-review manuscript: "Single-Cell Mapping of Alternative Splicing Linked to Checkpoint Immunotherapy Response", and are provided for peer review only.



detected_ASE_structure.tsv.gz: Structural information of all ASEs identified by JAseC;

ASE_count_and_PSI_per_sample_per_cell_type.tsv.gz: PSI values and junction counts data for ASEs in each major cell type and each sample;

stLFR_validated_ASEs.tsv.gz: ASEs validated by stLFR data;

scATAC_readnum_per_cell_type_in_consensus_peak.tsv.gz: Read counts of each consensus peak in scATAC data, stratified by cell type;

JAseC.tar.gz: Source code of the JAseC program.
DOI: 10.15468/dl.ntcw52
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllostachys vivax"
 ]
}

 The dataset includes 90 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005411-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43kytb
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Living Specimen)",
 "TaxonKey is Emys orbicularis occidentalis"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005412-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17544124
title: Aquatic macroinvertebrate and macrophyte records from 31 ponds in the Geneva area (Switzerland, 2021-2022)

description: This set contains aquatic macroinvertebrate and macrophyte data collected in 2021 and 2022 in 31 ponds around Geneva, Switzerland, as part of a study on the benefits of pond creation for biodiversity.

The following files are available (in both .csv and .txt formats):

- "PondInfo" contains information on the surveyed ponds (including name, location, surface, perimeter);- "inv_data"  contains the macroinvertebrate data;- "veg_data" contains the macrophyte data;- "Metadata" describes all variables found in the files mentioned above.

Aquatic macroinvertebrate and macrophyte data were collected as part of the PONDERFUL project following a standardised protocol. Aquatic macroinvertebrates were sampled in May 2021 (for all ponds except one, sampled in 2022) with a small-framed hand net (mesh size 0.5 mm, rectangular frame 14 x 10 cm). At each pond, the net was vigorously swept in the water for 2 minutes (about 80 sweeps of 1 m). The collected specimens were picked alive from the sample in the laboratory. Only specimens belonging to Gastropoda, Coleoptera, Ephemeroptera, Odonata and Trichoptera were sorted and then identified to species level where possible.

Macrophyte species (submerged, floating and emergent) were recorded during the vegetation period (July-August 2021). Macrophytes were inventoried as exhaustively as possible by surveying the entire surface of the ponds. Macrophytes were identified to species level where possible, and abundance classes were attributed to each taxon following the DAFOR scale. Only aquatic taxa were kept for the analysis, following a list from Indermuehle et al. (2010, https://doi.org/10.23818/limn.29.08).
DOI: 10.15468/dl.avdu86
title: Occurrence Download

description: A dataset containing 22734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasypus novemcinctus"
 ]
}

 The dataset includes 22734 records from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005413-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17544123
title: Aquatic macroinvertebrate and macrophyte records from 31 ponds in the Geneva area (Switzerland, 2021-2022)

description: This set contains aquatic macroinvertebrate and macrophyte data collected in 2021 and 2022 in 31 ponds around Geneva, Switzerland, as part of a study on the benefits of pond creation for biodiversity.

The following files are available (in both .csv and .txt formats):

- "PondInfo" contains information on the surveyed ponds (including name, location, surface, perimeter);- "inv_data"  contains the macroinvertebrate data;- "veg_data" contains the macrophyte data;- "Metadata" describes all variables found in the files mentioned above.

Aquatic macroinvertebrate and macrophyte data were collected as part of the PONDERFUL project following a standardised protocol. Aquatic macroinvertebrates were sampled in May 2021 (for all ponds except one, sampled in 2022) with a small-framed hand net (mesh size 0.5 mm, rectangular frame 14 x 10 cm). At each pond, the net was vigorously swept in the water for 2 minutes (about 80 sweeps of 1 m). The collected specimens were picked alive from the sample in the laboratory. Only specimens belonging to Gastropoda, Coleoptera, Ephemeroptera, Odonata and Trichoptera were sorted and then identified to species level where possible.

Macrophyte species (submerged, floating and emergent) were recorded during the vegetation period (July-August 2021). Macrophytes were inventoried as exhaustively as possible by surveying the entire surface of the ponds. Macrophytes were identified to species level where possible, and abundance classes were attributed to each taxon following the DAFOR scale. Only aquatic taxa were kept for the analysis, following a list from Indermuehle et al. (2010, https://doi.org/10.23818/limn.29.08).
DOI: 10.26165/juelich-data/imgxdv
title: Infrared Reference Spectra

description: This data repository provides access to simulated infrared radiance spectra for a range of atmospheric conditions and satellite observation geometries. The spectra cover the spectral range from 650 to 2650 cm-1 (3.77 to 15.4 microns), with a spectral sampling and resolution of 0.05 cm-1. Spectroscopic data were taken from the HITRAN2k database.
DOI: 10.15468/dl.fmr5bw
title: Occurrence Download

description: A dataset containing 2233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonum oxyspermum"
 ]
}

 The dataset includes 2233 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005415-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2638
title: Edge-IoT device physical stress performance dataset

description: Data collected from the Physical Stress application onto small computing devices. Telemetry collected from the sensorization of a RaspberryPi v.4B performance, serving TorchServer queries, under environmental stress, such as temperature, humidity and voltage changes, in a controlled test chamber. The device has been stressed with ambient temperatures up to 105ºC and humidity from 8% to 82%, also voltage changes from 4.6V to 5.2V, while queries with variable VideoAnalytics load from an external machine. Ambient metrics have been taken from the controlled chamber sensorization (out-of-board sensors), form the same device (resources usage from OS), and from the client side (quality of service).
description: ApacheBench, Version 2.3, Revision 1903618
description: Python, 3.12.3
description: TorchServe, 0.12.0
description: Environmental physical set-up for source experiments:
* Controlled environment in a closed cardboard chamber, containing the Raspberry Pi v.4B device, and containing the DH11 sensors for humidity and temperature, with orifice for cables. The Arduino data collector is kept outside of the chamber. The chamber is heated with a "mug heater" from 55ºC to 75ºC to achieve ~85ºC inside the chamber and ~105ºC inside the RaspberriPi CPU. Also, the chamber is humidified with a purified water diffusion humidifier to increase humidity from 8% to 82%, though an opening in the cover, avoiding directing the water diffusion to the board or sensors. The RaspberryPi is powered by a programmable power source, applying voltages 4.6V to 5.2V, as minimum and maximum according to the manufacturer indications, also from users reporting device failures outside such range. Logical stress is performed from an external machine with higher computational power, connected to the RaspberryPi via ethernet cable, varying the number of concurrent queries to stress the device CPU, while collecting the sensors data from the Arduino via USB.
* The telemetry and sensors data have been recorded raw from sensors, client and operating system, to reproduce a real environment with potentially variation on sensors, controllers and client data reporting.
INTEL UFunding #14780
DOI: 10.15468/dl.saw6qm
title: Occurrence Download

description: A dataset containing 866402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Agriades glandon, Agrodiaetus damon, Albulina orbitulus, Anthocharis euphenoides, Boloria napaea, Boloria pales, Boloria titania, Carcharodus lavatherae, Charaxes jasius, Coenonympha corinna, Colias phicomone, Elkalyce alcetas, Erebia alberganus, Erebia epiphron, Erebia melampus, Erebia meolans, Fabriciana niobe, Heteropterus morpheus, Hipparchia fagi, Lampides boeticus, Leptotes pirithous, Lysandra hispana, Melanargia occitanica, Melitaea phoebe, Parnassius apollo, Parnassius mnemosyne, Polyommatus eros, Pyrgus armoricanus, Pyrgus malvoides, Thymelicus acteon)"
 ]
}

 The dataset includes 866402 records from 3134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005391-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex6fej
title: Occurrence Download

description: A dataset containing 3690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae",
 "Year 1950-2025"
 ]
}

 The dataset includes 3690 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009765-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndkqpb
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pistacia vera"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006500-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t7bez
title: Occurrence Download

description: A dataset containing 3231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphausia crystallorophias",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "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 3231 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006501-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17193420
title: Ergebnisse zur nicht-invasiven Röntgenfluoreszenzanalyse von Eisengallustinten im Homburger Folioheft, ergänzt durch weitere Hölderlin-Handschriften

description: Die vorliegenden Daten dokumentieren die Ergebnisse einer materialanalytischen Untersuchung an Handschriften Friedrich Hölderlins, insbesondere am sogenannten Homburger Folioheft. Ziel war es, mit naturwissenschaftlichen Methoden neue Erkenntnisse zur Datierung und Schreibpraxis des Dichters zu gewinnen. Während frühere Untersuchungen vorrangig auf inhaltliche und stilistische Kriterien oder Wasserzeichen zurückgriffen, stand hier erstmals die Analyse der verwendeten Eisengallustinten im Mittelpunkt.

Die Methode der Röntgenfluoreszenzanalyse erlaubt eine zerstörungsfreie Untersuchung der elementaren Zusammensetzung der Tinten. Referenzmessungen am reinen Papier sind notwendig, um die Beiträge des Papiers (etwa Kobalt, Nickel oder Arsen) auszuschließen. Mittels des Fingerprint-Modells erfolgt die Auswertung. 

Die Analysen wurden 2024 in zwei Zeiträumen durchgeführt (19.08.-23.08.2024 und 09.12.-11.12.2024) und erlauben eine Differenzierung von Tintensorten. Die Messungen wurden mit einem mobilen Röntgenfluoreszenzspektrometer (Artax, Firma Bruker Nano GmbH) durchgeführt.

Insgesamt wurden 163 Messpunkte ausgewählt, dazu kommen 86 korrespondierende Papiermessungen. 

Der vorliegende Datensatz enthält die Dokumentation der Messungen und Auswertungen in Form eines Prüfberichts sowie die Rohdatensätze der Messungen.
DOI: 10.5281/zenodo.17193421
title: Ergebnisse zur nicht-invasiven Röntgenfluoreszenzanalyse von Eisengallustinten im Homburger Folioheft, ergänzt durch weitere Hölderlin-Handschriften

description: Die vorliegenden Daten dokumentieren die Ergebnisse einer materialanalytischen Untersuchung an Handschriften Friedrich Hölderlins, insbesondere am sogenannten Homburger Folioheft. Ziel war es, mit naturwissenschaftlichen Methoden neue Erkenntnisse zur Datierung und Schreibpraxis des Dichters zu gewinnen. Während frühere Untersuchungen vorrangig auf inhaltliche und stilistische Kriterien oder Wasserzeichen zurückgriffen, stand hier erstmals die Analyse der verwendeten Eisengallustinten im Mittelpunkt.

Die Methode der Röntgenfluoreszenzanalyse erlaubt eine zerstörungsfreie Untersuchung der elementaren Zusammensetzung der Tinten. Referenzmessungen am reinen Papier sind notwendig, um die Beiträge des Papiers (etwa Kobalt, Nickel oder Arsen) auszuschließen. Mittels des Fingerprint-Modells erfolgt die Auswertung. 

Die Analysen wurden 2024 in zwei Zeiträumen durchgeführt (19.08.-23.08.2024 und 09.12.-11.12.2024) und erlauben eine Differenzierung von Tintensorten. Die Messungen wurden mit einem mobilen Röntgenfluoreszenzspektrometer (Artax, Firma Bruker Nano GmbH) durchgeführt.

Insgesamt wurden 163 Messpunkte ausgewählt, dazu kommen 86 korrespondierende Papiermessungen. 

Der vorliegende Datensatz enthält die Dokumentation der Messungen und Auswertungen in Form eines Prüfberichts sowie die Rohdatensätze der Messungen.
DOI: 10.15468/dl.du2kva
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.73753000000001 24.410043, 88.660417 24.404466, 88.585223 24.387874, 88.513817 24.360679, 88.44797 24.323557, 88.389314 24.277431, 88.339296 24.223446, 88.299143 24.162938, 88.269835 24.097407, 88.25208000000001 24.028472, 88.246297 23.957834, 88.25260900000001 23.887234, 88.270841 23.818409, 88.300527 23.753048, 88.34092200000001 23.692756, 88.391025 23.639009, 88.449597 23.593122, 88.51519999999999 23.556216, 88.58622800000001 23.529192, 88.660946 23.51271, 88.73753000000001 23.507171, 88.814114 23.51271, 88.88883199999999 23.529192, 88.95986000000001 23.556216, 89.025463 23.593122, 89.084035 23.639009, 89.13413799999999 23.692756, 89.174533 23.753048, 89.20421899999999 23.818409, 89.22245100000001 23.887234, 89.228763 23.957834, 89.22298000000001 24.028472, 89.205225 24.097407, 89.175917 24.162938, 89.13576399999999 24.223446, 89.085746 24.277431, 89.02709 24.323557, 88.961243 24.360679, 88.889837 24.387874, 88.814643 24.404466, 88.73753000000001 24.410043))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006505-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxsxsv
title: Occurrence Download

description: A dataset containing 2930 records in GBIF matching the query:
SELECT
 '152' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -4.045127286108716
 AND decimalLatitude &lt;= 0.0
 AND decimalLongitude &gt;= -44.969125364547
 AND decimalLongitude &lt;= -39.91109648901506
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 2930 records were derived from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006491-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzjhc5
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphausia longirostris",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "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 348 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006506-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.