cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9dfk7q
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - DOL - Aéroport de Deauville-Inventaires Aéro Biodiversité - DOL - EPOC 10"
 ]
}

 The dataset's 10 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007111-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxz2yp
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Albania, Algeria, Austria, Belgium, Bulgaria, Croatia, Czechia, France, Georgia, Germany, Greece, Hungary, Italy, Montenegro, Morocco, North Macedonia, Portugal, Romania, Russian Federation, Serbia, Slovakia, Slovenia, Spain, Switzerland, Tunisia, Türkiye, Ukraine)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita caesarea",
 "Year 1000-2020"
 ]
}

 The dataset includes 1265 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007143-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6an62g
title: Occurrence Download

description: A dataset containing 2146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Panthera onca"
 ]
}

 The dataset includes 2146 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007142-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18458888
title: Statistics of Hi-C data
DOI: 10.82503/aqora.2602.a2ep9
title: Quantum Circuit Optimization
title: Quantum Circuit Optimization
DOI: 10.5281/zenodo.18458887
title: Statistics of Hi-C data
DOI: 10.15468/dl.mjhjeb
title: Occurrence Download

description: A dataset containing 1516911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bistorta vivipara, Selaginella selaginoides, Riccardia latifrons, Carex marina, Bistorta officinalis, Tephroseris integrifolia, Orthothecium, Hedysarum boreale, Cherleria arctica, Digitaria leptorhachis, Cherleria obtusiloba, Tephroseris integrifolia, Tephroseris integrifolia, Silene wahlbergella, Sabulina michauxii, Cherleria biflora, Sabulina rosei, Aconitum kusnezoffii, Heracleum moellendorffii, Ranunculus paishanensis, Bistorta ochotensis, Chrysanthemum oreastrum, Erigeron alpicola, Pseudocherleria macrocarpa, Rhodiola cretinii, Arabidopsis lyrata petraea, Omalotheca supina, Viscaria alpina, Dichodon cerastoides, Pseudocherleria macrocarpa, Valeriana sitchensis, Rumex lapponicus, Pseudocherleria aizoides, Turanecio taraxacifolius, Rumex scutatus, Helictochloa versicolor, Cherleria circassica, Selaginella densa, Delwiensia pattersonii, Stellaria irrigua, Craspedia aurantia jamesii, Pappochroma nitidum, Scleranthus biflorus, Rumex acetosella, Pimelea biflora, Exocarpos nanus, Hovea montana, Leptinella filicula, Trachymene humilis, Goodenia hederacea, Olearia phlogopappa flavescens, Olearia phlogopappa, Orites lancifolius, Xerochrysum subundulatum, Campanula dasyantha chamissonis, Pinus pumila, Anemonastrum narcissiflorum, Arabidopsis lyrata petraea, Ranunculus propinquus subborealis, Koenigia ocreata, Sabulina verna, Dryas octopetala)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1516911 records from 3141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007075-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8shsd
title: Occurrence Download

description: A dataset containing 2283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2283 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027037-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc7p4t
title: Occurrence Download

description: A dataset containing 48856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Opisthocomus hoazin"
 ]
}

 The dataset includes 48856 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027039-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68h483
title: Occurrence Download

description: A dataset containing 8080014 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-121.0043 40.37164, -120.56509 40.40177, -120.53199 40.41452, -120.52696 40.41753, -120.16102 40.65175, -120.14748 40.67605, -120.02036 40.92822, -120.01998 40.94426, -119.85541 47.94196, -119.85746 47.95009, -119.86166 47.95824, -119.86745 47.96246, -120.72596 48.51897, -120.83619 48.55112, -120.84222 48.55084, -120.85143 48.54934, -120.94662 48.5303, -120.94806 48.52988, -121.03378 48.4956, -121.04335 48.48862, -121.04726 48.4857, -121.04842 48.48452, -121.05032 48.48232, -121.05408 48.47667, -121.0607 48.4604, -121.46354 47.36804, -121.81888 45.94967, -122.35538 42.26486, -122.36831 42.11331, -122.3661 42.1068, -122.34991 42.06593, -122.34329 42.0508, -121.36794 40.63243, -121.35828 40.62479, -121.0043 40.37164))"
 ]
}

 The dataset includes 8080014 records from 831 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026971-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nky6k7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027040-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hza8gu
title: Occurrence Download

description: A dataset containing 267320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sisymbrium officinale"
 ]
}

 The dataset includes 267320 records from 1645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026976-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acnz75
title: Occurrence Download

description: A dataset containing 119881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lipandra polysperma"
 ]
}

 The dataset includes 119881 records from 883 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025008-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18417619
title: ROMANLARDA SO'ZLASHUV NUTQINING BADIIY VA MADANIY FUNKSIYASI (M.M.DO'ST "DARVOZA YONIDAGI IT" HIKOYASI MISOLIDA).

description: Mazkur maqolada roman va nasriy asarlarda so‘zlashuv nutqining badiiy hamda madaniy funksiyalari Murod Muhammad Do‘stning “Darvoza yonidagi it” hikoyasi misolida keng va tizimli tarzda tahlil qilinadi. Tadqiqotda so‘zlashuv nutqining badiiy matndagi o‘rni, uning obraz yaratish, xarakter ochish, ijtimoiy muhit va milliy mentalitetni aks ettirishdagi ahamiyati yoritiladi. Hikoyadagi dialoglar, oddiy xalqona iboralar, nutqiy qoliplar va intonatsion vositalar qahramonlarning ichki dunyosi, ruhiy kechinmalari hamda ijtimoiy mavqeini ifodalovchi muhim lisoniy omillar sifatida talqin qilinadi.Shuningdek, so‘zlashuv nutqining madaniy funksiyasi — xalqona tafakkur, urf-odatlar, axloqiy me’yorlar va jamiyatga xos qadriyatlarni badiiy ifodalashdagi roli ochib beriladi.
DOI: 10.5281/zenodo.18417620
title: ROMANLARDA SO'ZLASHUV NUTQINING BADIIY VA MADANIY FUNKSIYASI (M.M.DO'ST "DARVOZA YONIDAGI IT" HIKOYASI MISOLIDA).

description: Mazkur maqolada roman va nasriy asarlarda so‘zlashuv nutqining badiiy hamda madaniy funksiyalari Murod Muhammad Do‘stning “Darvoza yonidagi it” hikoyasi misolida keng va tizimli tarzda tahlil qilinadi. Tadqiqotda so‘zlashuv nutqining badiiy matndagi o‘rni, uning obraz yaratish, xarakter ochish, ijtimoiy muhit va milliy mentalitetni aks ettirishdagi ahamiyati yoritiladi. Hikoyadagi dialoglar, oddiy xalqona iboralar, nutqiy qoliplar va intonatsion vositalar qahramonlarning ichki dunyosi, ruhiy kechinmalari hamda ijtimoiy mavqeini ifodalovchi muhim lisoniy omillar sifatida talqin qilinadi.Shuningdek, so‘zlashuv nutqining madaniy funksiyasi — xalqona tafakkur, urf-odatlar, axloqiy me’yorlar va jamiyatga xos qadriyatlarni badiiy ifodalashdagi roli ochib beriladi.
DOI: 10.15139/s3/armggj
title: Data Management and Sharing Plan for: Protein Disorder as a Mechanism of RNA Binding and Regulation

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.6084/m9.figshare.30999568.v1
title: CT and WB

description: Data on CT and WB
DOI: 10.15468/dl.8bnk5e
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metatrophis margaretae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000243-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6e686
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinorhynchus theragrae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000244-260129131611470/datasets/export for details.
DOI: 10.15468/dl.nb52g4
title: Occurrence Download

description: A dataset containing 7249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castilleja hispida"
 ]
}

 The dataset includes 7249 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000245-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18417598
title: De novo assembly of a viral genome using quantum algorithm (Sequences and data)
DOI: 10.5281/zenodo.18417599
title: De novo assembly of a viral genome using quantum algorithm (Sequences and data)
DOI: 10.6084/m9.figshare.30999568
title: CT and WB

description: Data on CT and WB
DOI: 10.6084/m9.figshare.30999568.v3
title: CT and WB

description: Data on CT and WB
DOI: 10.15468/dl.dq2rkc
title: Occurrence Download

description: A dataset containing 15661032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2009-2016"
 ]
}

 The dataset includes 15661032 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000207-260129131611470/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.30999568.v2
title: CT and WB

description: Data on CT and WB
DOI: 10.15468/dl.zdk3br
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Pateobatis uarnacoides"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000246-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e238922
title: ECIN Replication Package for "Macroeconomic Forecasting During Recessions and Expansions in the US and the Euro Area"

description: This study systematically evaluates forecasting performance of 11 DSGE and 2 BVAR models during recessions and expansions in the US and the euro area. Results show that no single model dominates: parsimonious models perform well in stable periods and at short horizons, while richer DSGE specifications with financial frictions, flexible inflation targeting, or labor market dynamics improve forecasts during recessions. BVARs excel in interest rate forecasting, especially in expansions. Crisis-specific extensions, such as Covid-related shocks, yield temporary gains. Forecast accuracy depends on the economic state, variable, horizon, and evaluation metric, underscoring the need for a diversified, context-dependent modeling toolkit.<br><br><br>
DOI: 10.3886/e238922v3
title: ECIN Replication Package for "Macroeconomic Forecasting During Recessions and Expansions in the US and the Euro Area"

description: This study systematically evaluates forecasting performance of 11 DSGE and 2 BVAR models during recessions and expansions in the US and the euro area. Results show that no single model dominates: parsimonious models perform well in stable periods and at short horizons, while richer DSGE specifications with financial frictions, flexible inflation targeting, or labor market dynamics improve forecasts during recessions. BVARs excel in interest rate forecasting, especially in expansions. Crisis-specific extensions, such as Covid-related shocks, yield temporary gains. Forecast accuracy depends on the economic state, variable, horizon, and evaluation metric, underscoring the need for a diversified, context-dependent modeling toolkit.<br><br><br>
DOI: 10.5281/zenodo.18407454
title: Trapping and cooling mechanisms in blue-detuned magneto-optical traps of molecules

description: Data presented in our paper "Trapping and cooling mechanisms in blue-detuned magneto-optical traps of molecules"
DOI: 10.5281/zenodo.18407453
title: Trapping and cooling mechanisms in blue-detuned magneto-optical traps of molecules

description: Data presented in our paper "Trapping and cooling mechanisms in blue-detuned magneto-optical traps of molecules"
DOI: 10.15468/dl.fgpdeu
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Musanga cecropioides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 501 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000248-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wp5cj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1830",
 "Year is less than or equal to 1834"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000247-260129131611470/datasets/export for details.
DOI: 10.15468/dl.7w227u
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinorhynchus truttae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000249-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bykquq
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Khaya anthotheca"
 ]
}

 The dataset includes 787 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000251-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ysbjw
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrianthus preussii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 273 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000252-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tce8tk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinorhynchus veli",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000253-260129131611470/datasets/export for details.
DOI: 10.15468/dl.3f6sng
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sander lucioperca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1835",
 "Year is less than or equal to 1839"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000254-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my2w2q
title: Occurrence Download

description: A dataset containing 766 records in GBIF matching the query:
SELECT
 '595' 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;= 61.2993700571118
 AND decimalLatitude &lt;= 66.79314043790278
 AND decimalLongitude &gt;= 134.4772137880194
 AND decimalLongitude &lt;= 161.64070613337742
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 766 records were derived from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000236-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/f2b80194584b019d44436258b55309fd
title: Colored dissolved organic matter (CDOM) absorbance from lagoon, ocean, and river sites along the Alaska Beaufort Sea coast, 2021-ongoing

description: Multiple water types (river, lagoon, ocean) from the North Slope of Alaska and nearshore Beaufort Sea are sampled seasonally by the Beaufort Lagoon Ecosystems LTER (BLE LTER) Core Program to investigate biogeochemical linkages between terrestrial, lagoon, and open ocean ecosystems. Water samples from multiple depths are collected during full ice cover (April), ice break-up (mid-June to early July), and open water (late July and August) periods, filtered, and analyzed for light absorption spectra within 24 hours of collection. Wavelength-specific light absorption coefficients are reported between 250 and 600 nanometers. The data is organized in "long" or "tidy" format, with columns of station, date, wavelength, and absorption. Please see included MakeColumnsAsWavelengths.R, MakeColumnsAsDates.R, and ReshapeDataInExcel.txt for some common ways to reorganize the table for further CDOM analysis. 

 
In 2022, data from 2019 were removed due to quality issues (please see revision 1 of this dataset for 2019 CDOM values). For users who may have used 2019 data from this dataset, there are additional files to inform decisions going forward. "BLE_LTER_CDOM_2019_sample_flags.csv" lists which 2019 samples are entirely unreliable, versus usable with caution. "BLE_LTER_CDOM_2021_blank_mean_sd_absorptions.csv" lists mean and standard deviations at each wavelength from all blanks taken in 2021; this is meant to give info on the instruments used and will not be updated further. Please see the methods section for more information on 2019 data.
DOI: 10.5281/zenodo.16936476
title: Data for the Paper "Multi-Taxonomy Vulnerability Classification with Hierarchically Finetuned Language Models"

description: This repository contains the data and experiment artifacts used in the paper "Multi-Taxonomy Vulnerability Classification with Hierarchically Finetuned Language Models" (accepted for publication at DIMVA 2026). The repository is organized as follows:



config/ – Configuration files used for running the experiments.

data/ – The dataset used in the study.

flat_classifiers/ – Logs, checkpoints, and configuration files for experiments with flat classifiers.

hierarchical_classifiers/ – Logs, checkpoints, and configuration files for experiments with hierarchical classifiers.

temporal_splits/ – Data and configurations for experiments evaluating temporal splits.

text_generation_models/ – Predictions and prompts used for experiments with text generation models as classifiers.


Each fine-tuning experiment folder (e.g., within flat_classifiers, hierarchical_classifiers, or temporal_splits) follows a consistent structure that includes configuration files, TensorBoard logs, and test metrics. To save space on Zenodo, checkpoints and other large files have been omitted.