cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30393814.v2
title: PINN-TurbNet for predicting optical turbulence in LEO satellite-to-ground laser communication links

description: Atmospheric optical turbulence (OT) remains a major limitation for the reliability of low Earth orbit (LEO) satellite-to-ground laser communication (SGLC) links. Here, we propose PINN-TurbNet, a physics-informed neural network that embeds planetary boundary layer (PBL) dynamics and Navier-Stokes constraints into a 3D Swin-Transformer U-Net. By jointly minimizing data and physics residuals, the model achieves a mean absolute error (MAE) of 0.313, outperforming conventional baselines. This framework provides a physically consistent and accurate approach for optimizing LEO-SGLC performance.
DOI: 10.6084/m9.figshare.30393814.v1
title: PINN-TurbNet for predicting atmospheric turbulence in LEO satellite-to-ground laser communication links

description: Atmospheric turbulence significantly impacts the performance of laser communication links between low Earth orbit (LEO) satellites and ground stations. In this study, we analyze minute-level meteorological data to reveal the spatial distribution of turbulence intensity. Based on these insights, we propose a physics-informed neural network model, PINN-TurbNet, which integrates physical constraints into a Transformer-based architecture to enhance turbulence prediction accuracy.
DOI: 10.57754/fdat.4w1jh-9r504
title: Self-Paced Reading Studie PRO-Kontrolle Lesarten

description: Self-Paced Reading Studie mit Zwecksätzen zur PRO-Kontrolle des Zustandspassivs in der Nachzustandslesart
description: Research carried out in work package A01 of the SFB 833.
DOI: 10.6084/m9.figshare.30542171
title: The priming effect in aquaculture waters

description: The priming effects in aquaculture waters
DOI: 10.6084/m9.figshare.30542171.v1
title: The priming effect in aquaculture waters

description: The priming effects in aquaculture waters
DOI: 10.15468/dl.tavgak
title: Occurrence Download

description: A dataset containing 4074 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-71.52883 41.50228,-71.53613 41.492,-71.51948 41.48927,-71.5159 41.50094,-71.52883 41.50228))"
 ]
}

 The dataset includes 4074 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018021-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkqjbb
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Denmoza rhodacantha"
 ]
}

 The dataset includes 494 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018022-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17195630
title: Neotropical Networks Project

description: In situ biodiversity monitoring data are essential to track progress toward international conservation goals. However, such monitoring initiatives are unevenly distributed worldwide, with a bias toward temperate, developed regions. Information on monitoring networks in the Neotropical region is scattered and difficult to access.

We aim to create a catalog of monitoring initiatives as a data paper and accompanying website. For this project, a "biodiversity monitoring network" is any initiative that collects time-series biodiversity data at multiple sites using standardized protocols, typically coordinated by a central administration. We focus on terrestrial, freshwater, and marine networks across the Neotropics (Central and South America, the Caribbean, and Mexico).
DOI: 10.6084/m9.figshare.30506276
title: Article Data

description: Article Data
DOI: 10.6084/m9.figshare.30506276.v2
title: Article Data

description: Article Data
DOI: 10.6084/m9.figshare.30506276.v1
title: Article Data

description: Article Data
DOI: 10.5281/zenodo.16674852
title: Data on the carbon reactivity index measured on marine surface sediments.

description: The following parameters are included:

Sample_ID: Unique sample identification code

Gear_type: BC - box corer, GR - grab sampler, MC - multi corer, VG - video grab

Latitude - lLatitude in WGS84

Longitude - Longitude in WGS84

Water_depth - Water depth in metres (not necessarily corrected for tide)

Depth_from_cm - Upper limit of sediment depth interval in cm

Depth_to_cm - Lower limit of sediment depth interval in cm

TOC_pc - Measured total organic carbon content in weight-%

OML_pc - Measured content of labile organic matter in weight-%

OMrecal_pc - Measured content of recalcitrant organic matter in weight-%

OMref_pc - Measured content of refractory organic matter in weight-%

OMR_pc - Sum of OMrecal_pc and OMref_pc

OMtot_pc - Total content of organic matter in weight-%

CRI - Carbon reactivity index

Source - Source of data
DOI: 10.5281/zenodo.16674851
title: Data on the carbon reactivity index measured on marine surface sediments.

description: The following parameters are included:

Sample_ID: Unique sample identification code

Gear_type: BC - box corer, GR - grab sampler, MC - multi corer, VG - video grab

Latitude - lLatitude in WGS84

Longitude - Longitude in WGS84

Water_depth - Water depth in metres (not necessarily corrected for tide)

Depth_from_cm - Upper limit of sediment depth interval in cm

Depth_to_cm - Lower limit of sediment depth interval in cm

TOC_pc - Measured total organic carbon content in weight-%

OML_pc - Measured content of labile organic matter in weight-%

OMrecal_pc - Measured content of recalcitrant organic matter in weight-%

OMref_pc - Measured content of refractory organic matter in weight-%

OMR_pc - Sum of OMrecal_pc and OMref_pc

OMtot_pc - Total content of organic matter in weight-%

CRI - Carbon reactivity index

Source - Source of data
DOI: 10.5281/zenodo.17533977
title: КЛИНИЧЕСКАЯ ЭФФЕКТИВНОСТЬ ФИТОПРЕПАРАТА «НЕФУРИН» ПРИ КОМПЛЕКСНОМ ЛЕЧЕНИИ БОЛЬНЫХ С ХРОНИЧЕСКОЙ МОЧЕКАМЕННОЙ БОЛЕЗНЬЮ.
DOI: 10.5281/zenodo.17533976
title: КЛИНИЧЕСКАЯ ЭФФЕКТИВНОСТЬ ФИТОПРЕПАРАТА «НЕФУРИН» ПРИ КОМПЛЕКСНОМ ЛЕЧЕНИИ БОЛЬНЫХ С ХРОНИЧЕСКОЙ МОЧЕКАМЕННОЙ БОЛЕЗНЬЮ.
DOI: 10.15468/dl.yghw7b
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.24718 36.15696,-10.48356 36.15696,-10.48356 37.13325,-12.24718 37.13325,-12.24718 36.15696))",
 "TaxonKey is Porifera"
 ]
}

 The dataset's 13 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018003-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17534096
title: Global Lessons, Local Solutions - Integrating International Perspectives into Intimate Partner Violence in Pakistan
DOI: 10.5281/zenodo.17534097
title: Global Lessons, Local Solutions - Integrating International Perspectives into Intimate Partner Violence in Pakistan
DOI: 10.15468/dl.mfccgn
title: Occurrence Download

description: A dataset containing 1930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.8913 30.45783,49.91483 30.45783,49.91483 55.59805,-12.8913 55.59805,-12.8913 30.45783))",
 "TaxonKey is Amanita caesarea",
 "Year 1967-2025"
 ]
}

 The dataset includes 1930 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018024-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnsjb3
title: Occurrence Download

description: A dataset containing 1721482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1721482 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017992-251025141854904/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.29665850
title: 6MWT_IMU_Dataset.zip

description: The folder contains MATLAB structures with accelerations and angular velocities of 60 healthy subjects collected from a single inertial sensor positioned on the pelvis; MATLAB functions to process data; an Excel file to summarize demographic and gait parameters; and a text file with the description of the dataset.
DOI: 10.6084/m9.figshare.29665850.v1
title: 6MWT_IMU_Dataset.zip

description: The folder contains MATLAB structures with accelerations and angular velocities of 60 healthy subjects collected from a single inertial sensor positioned on the pelvis; MATLAB functions to process data; an Excel file to summarize demographic and gait parameters; and a text file with the description of the dataset.
DOI: 10.5281/zenodo.17534126
title: THE SIGNIFICANCE OF BUSINESS ENGLISH IN TODAY'S GLOBALIZED ECONOMY
DOI: 10.5281/zenodo.17534125
title: THE SIGNIFICANCE OF BUSINESS ENGLISH IN TODAY'S GLOBALIZED ECONOMY
DOI: 10.15468/dl.gbmuxw
title: Occurrence Download

description: A dataset containing 1234869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 1234869 records from 1922 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017978-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwxd7v
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.78466 6.95448,-71.81601 6.96781,-71.84511 6.97226,-71.85295 6.95337,-71.85295 6.92225,-71.81265 6.90336,-71.77683 6.91781,-71.7813 6.94003,-71.78466 6.95448))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 380 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004440-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kck74
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aethomyias nigrorufus (Salvadori, 1895))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291779-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xn4xn2
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis megalostachys Munby"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052573-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xuf5m
title: Occurrence Download

description: A dataset containing 3606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megascops nudipes (Daudin, 1800))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3606 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwcvd3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nonnula amaurocephala Chapman, 1921)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301167-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psjj7e
title: Occurrence Download

description: A dataset containing 12053373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dryobates pubescens (Linnaeus, 1766))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12053373 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297563-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agj7n8
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis polysperma Barratte & Murb."
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052590-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fwceq
title: Occurrence Download

description: A dataset containing 2039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vidua fischeri (Reichenow, 1882))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2039 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301139-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hg5vg7
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepisanthes amoena (Hassk.) Leenh."
 ]
}

 The dataset includes 332 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055824-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv3srf
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poospiza garleppi (Berlepsch, 1893))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 358 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297612-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnu4qb
title: Occurrence Download

description: A dataset containing 29720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis minutissima L."
 ]
}

 The dataset includes 29720 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052574-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9udxz6
title: Occurrence Download

description: A dataset containing 5757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanerpes hypopolius (Wagler, 1829))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5757 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291793-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x874kd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum amplexicaule Lauener"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301149-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5x7y6
title: Occurrence Download

description: A dataset containing 800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((-3.83452 35.17722,42.83452 35.17722,42.83452 53.82278,-3.83452 53.82278,-3.83452 35.17722))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophrys minuticauda",
 "Year 1982-2003"
 ]
}

 The dataset includes 800 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297604-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmev36
title: Occurrence Download

description: A dataset containing 1199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostyrax corymbosus Siebold & Zucc."
 ]
}

 The dataset includes 1199 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052575-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d7uen
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spinus thibetanus (Hume, 1872), Serinus thibetanus (Hume, 1872))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 664 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301151-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv59rr
title: Occurrence Download

description: A dataset containing 1274579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Material sample",
 "Country is New Zealand",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1274579 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046500-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sapvxe
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ottelia acuminata (Gagnep.) Dandy"
 ]
}

 The dataset includes 199 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055830-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5ba4d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum angusticassidatum Steinb."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301155-220831081235567/datasets/export for details.
DOI: 10.15468/dl.z6wwf5
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ponerorchis faberi (Rolfe) X.H.Jin, Schuit. & W.T.Jin"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052584-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3dpc9
title: Occurrence Download

description: A dataset containing 1984 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of California, Davis Center for Plant Diversity - Algae"
 ]
}

 The dataset includes 1984 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067570-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg94xq
title: Occurrence Download

description: A dataset containing 44399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "TaxonKey is Bromus tectorum L."
 ]
}

 The dataset includes 44399 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055834-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89zr8p
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tipularia szechuanica Schltr."
 ]
}

 The dataset includes 34 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052592-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcn7bp
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Myrcia cruciflora A.R.Lourenço & E.Lucas"
 ]
}

 The dataset includes 39 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297591-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anpnv4
title: Occurrence Download

description: A dataset containing 9182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crithagra citrinelloides (Rüppell, 1840))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9182 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301157-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.