cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/d7t-ff8-s4r
title: Equisetum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wtk-dha-fml
title: Equisetum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.a3z9vg
title: Occurrence Download

description: A dataset containing 103943 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LACM Invertebrate Paleontology"
 ]
}

 The dataset includes 103943 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042184-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/e2d437bddf1166a733b0df09c87f89f1
title: Multiple Element Limitation in Northern Hardwood Ecosystems (MELNHE): Litterfall mass 2009-2022

description: This dataset describes litterfall mass collected in the Multiple Element Limitation in Northern Hardwood Ecosystems (MELNHE) study in New Hampshire from fall 2009 through summer 2022. Litter was collected three times per year: fall (late October or early November), spring (June), and summer (August). Fall litter was sorted by species in a subset of stands. This data package also includes the R code used to impute missing data for analysis, a manually edited data file used in the R code flow, and a file matching the labels for litterfall collectors from the original (pre Fall 2011) and current (Fall 2011 and onwards) labeling systems. All collectors have the most current label if known for all years of data.
 
 Additional detail on MELNHE, including a table of stand descriptions, project description, and a diagram of plot configuration can be found in this data package:
 
 Yanai, R.D., M. Fisk, and T.J. Fahey. 2024. Multiple Element Limitation in Northern Hardwood Ecosystems (MELNHE): Project description, plot characteristics and design ver 2. Environmental Data Initiative. https://doi.org/10.6073/pasta/6cc8a39d052834c030650fb29937bf4f (Accessed 2024-10-17).
 
 Litterfall chemistry data for a subset of these samples can be found in the following data package:
 
 Fisk, M.C., R.D. Yanai, S.D. Hong, C.R. See, and S. Goswami. 2022. Litter chemistry and masses for the MELNHE NxP fertilization experiment ver 1. Environmental Data Initiative. https://doi.org/10.6073/pasta/8b2975a3a02cbcfb1b0a12ac954576d4 (Accessed 2024-06-09).
 
 These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.6084/m9.figshare.30648386
title: Figure 5: Temporal evolution of protected area occupancy

description: Data and code for temporal analysis of protected areas within the MAR (Figure 5) from "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data includes country boundaries, marine protected areas, and terrestrial protected areas. More information on data sources and citations can be found in the "readme" file.
DOI: 10.6084/m9.figshare.30648386.v3
title: Figure 5: Temporal evolution of protected area occupancy

description: Data and code for temporal analysis of protected areas within the MAR (Figure 5) from "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data includes country boundaries, marine protected areas, and terrestrial protected areas. More information on data sources and citations can be found in the "readme" file.
DOI: 10.6084/m9.figshare.30648386.v2
title: Figure 5: Temporal evolution of protected area occupancy

description: Data and code for temporal analysis of protected areas within the MAR (Figure 5) from "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data includes country boundaries, marine protected areas, and terrestrial protected areas. More information on data sources and citations can be found in the "readme" file.
DOI: 10.15468/dl.2pqvfj
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 23.09913, -108.1188 23.09913, -108.1188 23.24913, -108.2688 23.24913, -108.2688 23.09913))"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042202-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tshf86
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 5.89998508502834",
 "DecimalLongitude is less than 5.90304463821274",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 75 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042201-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnxagd
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudobatos percellens"
 ]
}

 The dataset includes 379 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042203-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vaso6t
title: Données de l'association Indre Nature - Données faune Indre Nature 2016-2017

description: Données de faune privées et produites sur fonds publics par l'association Indre Nature en 2016 et 2017
DOI: 10.6084/m9.figshare.30648248
title: Figure 1: MAR Study Map Data and Code

description: Data and R Code used in the study map (Figure 1) in "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data layers include coral, mangrove, seagrass, human population, and MAR boundary. See "readme" for more information on data sources and citations.
DOI: 10.6084/m9.figshare.30648248.v4
title: Figure 1: MAR Study Map Data and Code

description: Data and R Code used in the study map (Figure 1) in "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data layers include coral, mangrove, seagrass, human population, and MAR boundary. See "readme" for more information on data sources and citations.
DOI: 10.6084/m9.figshare.30648248.v3
title: Figure 1: MAR Study Map Data and Code

description: Data and R Code used in the study map (Figure 1) in "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data layers include coral, mangrove, seagrass, human population, and MAR boundary. See "readme" for more information on data sources and citations.
DOI: 10.5519/qd.8jds4g7s
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3613 records)
DOI: 10.15468/wmmuuh
title: Inventaire de la flore d'Alsace - Données Herbiers de l'Université de Strasbourg

description: Herbier de l'Université de Strasbourg
DOI: 10.6084/m9.figshare.30648425
title: Supplementary Material for: Machine Learning Risk Prediction for Treated Retinopathy of Prematurity in Infants

description: Introduction: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. However, current screening guidelines may be overly broad, necessitating better models to detect high-risk infants.
Methods: From a multicenter cohort of 103,701 infants (3301 [3.2%] treated for ROP) discharged from 298 neonatal intensive care units from 2006–2017 with birth weight ≤ 1500 grams or gestational age ≤ 30 weeks, we used clinically relevant variables to develop machine learning (ML) models at 2-week intervals from postnatal day 14 to 140 to stratify infants by ROP treatment timing. We assessed model performance by concordance index (C-index), area under the receiver operating characteristic curve (AUROC), and average precision (AP), validated performance in a cohort of 25,105 infants across 231 sites from 2018–2020, and compared model performance to a logistic regression (LR) model.
Results: In the validation cohort, the day-28 ML model outperformed the LR model by AUROC (0.916 [0.905–0.926] vs 0.903 [0.892–0.914]; p&lt;0.001) and AP (0.190 [0.167–0.217] vs 0.160 [0.140–0.183]; p&lt;0.001). Using the ML model at a 100% sensitivity threshold would have negative predictive value of 99.9% and could reduce the number of infants needing screening by 12% compared to current guidelines.
Conclusion: ML models can effectively predict the need for ROP treatment and stratify infants by risk, potentially reducing unneeded screening. Future work is needed to translate model-based ROP predictions to the clinical setting.
DOI: 10.6084/m9.figshare.30648425.v1
title: Supplementary Material for: Machine Learning Risk Prediction for Treated Retinopathy of Prematurity in Infants

description: Introduction: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. However, current screening guidelines may be overly broad, necessitating better models to detect high-risk infants.
Methods: From a multicenter cohort of 103,701 infants (3301 [3.2%] treated for ROP) discharged from 298 neonatal intensive care units from 2006–2017 with birth weight ≤ 1500 grams or gestational age ≤ 30 weeks, we used clinically relevant variables to develop machine learning (ML) models at 2-week intervals from postnatal day 14 to 140 to stratify infants by ROP treatment timing. We assessed model performance by concordance index (C-index), area under the receiver operating characteristic curve (AUROC), and average precision (AP), validated performance in a cohort of 25,105 infants across 231 sites from 2018–2020, and compared model performance to a logistic regression (LR) model.
Results: In the validation cohort, the day-28 ML model outperformed the LR model by AUROC (0.916 [0.905–0.926] vs 0.903 [0.892–0.914]; p&lt;0.001) and AP (0.190 [0.167–0.217] vs 0.160 [0.140–0.183]; p&lt;0.001). Using the ML model at a 100% sensitivity threshold would have negative predictive value of 99.9% and could reduce the number of infants needing screening by 12% compared to current guidelines.
Conclusion: ML models can effectively predict the need for ROP treatment and stratify infants by risk, potentially reducing unneeded screening. Future work is needed to translate model-based ROP predictions to the clinical setting.
DOI: 10.5281/zenodo.17627980
title: Lounais-Suomen vuosien 1750–1924 sekä Pohjois-Suomen vuosien 1750–2011 kokonaisfenologiaindeksisarjat

description: Tässä raportissa esitetään Lounais- ja Pohjois-Suomen osalta koostetut  kokonaiskasvifenologiaindeksisarjat alkaen vuodesta 1750.
DOI: 10.15468/dl.6tqjgn
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.1188 23.09913, -107.9688 23.09913, -107.9688 23.24913, -108.1188 23.24913, -108.1188 23.09913))"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042207-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcc72j
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 5.90304463821274",
 "DecimalLongitude is less than 5.90610419139713",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042209-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26007/9npn-bc57
title: New Horizons Documents for the Long Range Reconnaissance Imager, Version 2.0

description: This collection contains documents applicable to the LORRI
 instrument onboard the New Horizons spacecraft, such as documents
 describing the boresights, calibration techniques, and mission phase
 sequences of these instruments. These documents were migrated from
 the Planetary Data System (PDS) PDS3 format datasets. Labels were
 redesigned during migration. This second version includes sequence 
 tables from earlier mission phases.
DOI: 10.15468/dl.sr49p8
title: Occurrence Download

description: A dataset containing 1586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.94394 4.76494,-75.92488 4.76494,-75.92488 4.78417,-75.94394 4.78417,-75.94394 4.76494))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1586 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042206-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjvu84
title: Occurrence Download

description: A dataset containing 19741 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AIMSurv Aedes Invasive Mosquito species harmonized surveillance in Europe. AIM-COST Action"
 ]
}

 The dataset includes 19741 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042208-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17636842
title: Ennallistettuja kevätlämpötiloja Lounais-Suomesta vuodesta 1750 lähtien
DOI: 10.15468/dl.7ssqth
title: Occurrence Download

description: A dataset containing 2964784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Netherlands"
 ]
}

 The dataset includes 2964784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042180-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17639765
title: InSAR ionospheric delay calculated from GIM-JPLD data during 2019 to 2025
DOI: 10.5281/zenodo.17639766
title: InSAR ionospheric delay calculated from GIM-JPLD data during 2019 to 2025
DOI: 10.6084/m9.figshare.30648209.v1
title: Ghana Banks Resilience Dataset

description: This study explores the critical relationship between corporate governance practices and bank failures in Ghana, a matter that is central to the nation’s financial stability. Although Ghana’s banking sector has undergone substantial modernization, recent prominent failures have sparked doubts regarding the effectiveness of existing governance and regulatory frameworks, thereby motivating an empirical examination of the principal drivers of financial fragility.
DOI: 10.15468/dl.g4r6s6
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.9688 23.09913, -107.8188 23.09913, -107.8188 23.24913, -107.9688 23.24913, -107.9688 23.09913))"
 ]
}

 The dataset includes 79 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042212-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26007/am1z-c274
title: New Horizons Spacecraft Trajectory, Version 2.0

description: This collection contains New Horizons (NH) spacecraft trajectory in various 
 reference frames. 
 
 From launch, the reference frames include
 Heliocentric Aries Ecliptic Date (HAE_DATE) a.k.a. Solar Ecliptic (SE) Date, 
 Heliocentric Aries Ecliptic J2000 (HAE_J2000) a.k.a Solar Ecliptic (SE) J2000, 
 Heliocentric Earth Ecliptic (HEE), 
 Heliocentric Earth Equatorial (HEEQ) a.k.a. Stonyhurst heliographic,
 Heliographic Inertial (HGI) a.k.a. Heliocentric Inertial (HCI),
 Heliographic (HG) a.k.a. Heliocentric Inertial (HCI) or Carrington system, 
 J2000, 
 Jupiter International Astronomical Union (IAU_JUPITER), 
 Jupiter J2000, 
 Pluto International Astronomical Union (IAU_PLUTO), and
 Pluto J2000.
 This information migrated from the Planetary Data System (PDS) PDS3 format 
 dataset NH-A-SWAP-3-KEM1-V6.0. A single table was separated into 11 tables 
 and labels were redesigned during migration.
 
 For the Pluto Time of Closest Approach (TCA) plus or minus approximately 30 days,
 there are additional files available. During this time period the sampling rate varies.
 The Pluto TCA reference frames include 
 Heliographic (HG) a.k.a. Heliocentric Inertial (HCI) or Carrington system, 
 J2000,
 Pluto International Astronomical Union (IAU_PLUTO), and
 Pluto J2000.
 This information migrated from the Planetary Data System (PDS) PDS3 format 
 dataset NH-P-SWAP-3-PLUTO-V3.0. A single table was separated into 3 tables 
 and labels were redesigned during migration.
DOI: 10.34740/kaggle/dsv/13779240
title: The-last-mile-problem-in-early-drug-discovery
DOI: 10.15468/dl.ccyf6q
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Paspalum buckleyanum"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042211-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wpqq9
title: Occurrence Download

description: A dataset containing 3551811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is Sweden"
 ]
}

 The dataset includes 3551811 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042181-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zzchho
title: EA Protected Species Database Desmoulin's whorl snail

description: Desmoulin's whorl snail records within EA Protected Species database presented for QA.
DOI: 10.3886/e240421
title: Data and data appendix for: "Living Standards in Angola, 1760-1975"

description: Data and data appendix corresponding to: <br>Carvalhal, H. and Palma, N. (2025). Living standards in Angola, 1760-1975. <b>Explorations in Economic History</b>, forthcoming
DOI: 10.3886/e240421v1
title: Data and data appendix for: "Living Standards in Angola, 1760-1975"

description: Data and data appendix corresponding to: <br>Carvalhal, H. and Palma, N. (2025). Living standards in Angola, 1760-1975. <b>Explorations in Economic History</b>, forthcoming
DOI: 10.15468/dl.e4bvs5
title: Occurrence Download

description: A dataset containing 255700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is one of (Switzerland, Netherlands, United Kingdom of Great Britain and Northern Ireland, France, Germany, Austria, Belgium)",
 "TaxonKey is Castor fiber"
 ]
}

 The dataset includes 255700 records from 441 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042165-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17614059
title: Crude Oil Price Forecasting

description:  The approach combines volatility estimation via GARCH, bidirectional temporal feature extraction using BiLSTM, and nonlinear function approximation through KAN to improve forecasting performance.
DOI: 10.5281/zenodo.17641483
title: Crude Oil Price Forecasting

description:  The approach combines volatility estimation via GARCH, bidirectional temporal feature extraction using BiLSTM, and nonlinear function approximation through KAN to improve forecasting performance.
DOI: 10.15468/dl.9d6zkd
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 5.90610419139713",
 "DecimalLongitude is less than 5.90916374458153",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 440 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042213-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfex3y
title: Occurrence Download

description: A dataset containing 1578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis gmelini",
 "Year 2000-2025"
 ]
}

 The dataset includes 1578 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042215-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17641449
title: Tool Registry for Digital Humanities

description: Weekly snapshot of the Tool Registry for Digital Humanities from Wikidata. Data is being downloaded through a combination of SPARQL queries and API calls and serialised as Turtle and JSON-LD.
DOI: 10.15468/dl.929wd5
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.8188 23.09913, -107.6688 23.09913, -107.6688 23.24913, -107.8188 23.24913, -107.8188 23.09913))"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042216-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfdd4n
title: Occurrence Download

description: A dataset containing 336378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lactuca serriola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 336378 records from 2515 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042167-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/wh2-8n5-kap
title: Ulmus glabra Huds.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.