cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15020699
title: Dataset to accompany publication "Re-defining non-tracking solar cell efficiency limits with directional spectral filters"

description: This dataset accompanies the publication "Re-defining non-tracking solar cell efficiency limits with directional spectral filters" published in ACS Photonics (10.1021/acsphotonics.4c02181). The data can be used to reproduce figures 2-4 in the main text and all plots with data in the supporting information (noting figure 1 in the main text is only schematics). All data was generated via home-built modelling codes. All files are in .CSV and easily readable. The abstract for the associated paper is as follows:

Optical filters that respond to the wavelength and direction of incident light can be used to increase the efficiency of tracking solar cells. However, as tracking solar cells are more expensive to install and maintain, it is likely that non-tracking solar cells will remain the main product of the (terrestrial) solar cell industry.  Here we demonstrate that wavelength and directionally selective filters can also be used to increase the efficiency limit of non-tracking solar cells at the equator beyond what is currently understood by up to ~ 0.5 % (relative ~ 1.8 %). We also reveal that such filters can be used to regulate the energy output of solar cells throughout a day or year, and can reduce the thickness of the absorber layer by up to 40 %. We anticipate that similar gains would be seen at other latitudes. As this filter has complex wavelength-direction functionality, we present a proof-of-concept design based on Luneburg lenses, demonstrating these filters can be realized. Our results will enable solar cells with higher efficiency and more stable output while using less material.
DOI: 10.5281/zenodo.15020700
title: Dataset to accompany publication "Re-defining non-tracking solar cell efficiency limits with directional spectral filters"

description: This dataset accompanies the publication "Re-defining non-tracking solar cell efficiency limits with directional spectral filters" published in ACS Photonics (10.1021/acsphotonics.4c02181). The data can be used to reproduce figures 2-4 in the main text and all plots with data in the supporting information (noting figure 1 in the main text is only schematics). All data was generated via home-built modelling codes. All files are in .CSV and easily readable. The abstract for the associated paper is as follows:

Optical filters that respond to the wavelength and direction of incident light can be used to increase the efficiency of tracking solar cells. However, as tracking solar cells are more expensive to install and maintain, it is likely that non-tracking solar cells will remain the main product of the (terrestrial) solar cell industry.  Here we demonstrate that wavelength and directionally selective filters can also be used to increase the efficiency limit of non-tracking solar cells at the equator beyond what is currently understood by up to ~ 0.5 % (relative ~ 1.8 %). We also reveal that such filters can be used to regulate the energy output of solar cells throughout a day or year, and can reduce the thickness of the absorber layer by up to 40 %. We anticipate that similar gains would be seen at other latitudes. As this filter has complex wavelength-direction functionality, we present a proof-of-concept design based on Luneburg lenses, demonstrating these filters can be realized. Our results will enable solar cells with higher efficiency and more stable output while using less material.
DOI: 10.5281/zenodo.15044711
title: Argon adsorption isotherms of mesoporous silica MCM-41 at 87 K

description: Gas adsorption isotherms of three mesoporous silica MCM-41 samples measured with argon at 87 K. The pore diameters of the MCM-41 samples are 2.7 nm, 4.1 nm, and 4.4 nm, respectively.
DOI: 10.5281/zenodo.15044712
title: Argon adsorption isotherms of mesoporous silica MCM-41 at 87 K

description: Gas adsorption isotherms of three mesoporous silica MCM-41 samples measured with argon at 87 K. The pore diameters of the MCM-41 samples are 2.7 nm, 4.1 nm, and 4.4 nm, respectively.
DOI: 10.15468/dl.cn632a
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microctonus aethiops Nees, 1834",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014803-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm96t4
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus kwangtungensis Chun & Tsiang"
 ]
}

 The dataset includes 235 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014805-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhdbnm
title: Occurrence Download

description: A dataset containing 1034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natator depressus (Garman, 1880)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1034 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014806-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnnzdt
title: Occurrence Download

description: A dataset containing 3340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xanthium italicum, Xanthium italicum, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti, Xanthium italicum Moretti．, Xanthium italicum Moretti, 1822, Xanthium italicum Moretti, 1822, Xanthium strumarium L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3340 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014807-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nprevk
title: Occurrence Download

description: A dataset containing 162150 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ditsong National Museum of Natural History Collection: 1805-2008"
 ]
}

 The dataset includes 162150 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014794-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crvgrh
title: Occurrence Download

description: A dataset containing 4106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Machaeropterus regulus (Hahn, 1819)"
 ]
}

 The dataset includes 4106 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014811-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14849569
title: Louvre Pb isotopes and elemental data

description: Excel csv spreadsheet
DOI: 10.15468/dl.6r9mxe
title: Occurrence Download

description: A dataset containing 3106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilope cervicapra (Linnaeus, 1758)"
 ]
}

 The dataset includes 3106 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014810-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m9jhm
title: Occurrence Download

description: A dataset containing 12978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratopipra rubrocapilla (Temminck, 1821)"
 ]
}

 The dataset includes 12978 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014808-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqruhw
title: Occurrence Download

description: A dataset containing 19264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19264 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014812-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15045089
title: Runoff and sediment at the hydrological station in the lower Yellow River
DOI: 10.5281/zenodo.15045090
title: Runoff and sediment at the hydrological station in the lower Yellow River
DOI: 10.15468/dl.cwu34v
title: Occurrence Download

description: A dataset containing 4927 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BRBA herbarium - Universidade Federal do Oeste da Bahia - Herbário Virtual Reflora"
 ]
}

 The dataset includes 4927 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014813-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33kfzc
title: Occurrence Download

description: A dataset containing 135628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA"
 ]
}

 The dataset includes 135628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014802-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzgyak
title: Occurrence Download

description: A dataset containing 650166 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Maritimes Spring Research Vessel Surveys"
 ]
}

 The dataset includes 650166 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014800-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftaggc
title: Occurrence Download

description: A dataset containing 43538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caretta caretta (Linnaeus, 1758)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 43538 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014815-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jek9cd
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Somotrichus unifasciatus (Dejean, 1831)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014816-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z95nyh
title: Occurrence Download

description: A dataset containing 498238 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DFO Pacific Groundfish - Hecate Strait Multispecies Assemblage Bottom Trawl Survey"
 ]
}

 The dataset includes 498238 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014801-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc5nh9
title: Occurrence Download

description: A dataset containing 36144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycorma delicatula (White, 1845)"
 ]
}

 The dataset includes 36144 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014819-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pjdm3
title: Occurrence Download

description: A dataset containing 4802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus persica (L.) Stokes"
 ]
}

 The dataset includes 4802 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014818-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gb2qz
title: Occurrence Download

description: A dataset containing 1523874 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Maritimes Summer Research Vessel Surveys"
 ]
}

 The dataset includes 1523874 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014804-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/kfvy-s639
title: Freehand 3D ultrafast Doppler reconstruction sample dataset

description:  Sample dataset of a freehand 3D ultrafast Doppler scan acquired during brain tumor resection surgery. The dataset includes the beamformed ultrasound images, as well as the simultaneously acquired optical tracking data, describing the position of the ultrasound probe in space. An example of how to reconstruct a 3D volume can be found in the attached python script. This script requires installation of the following python packages: matplotlib, sklearn, nibabel, numpy, scipy, cupy, knee, h5py. Optionally, some functions can leverage computation on a GPU for more computationally intensive steps in the pipeline. These can be set by passing a gpu=True argument. This dataset accompanies IEEE TMI submission TMI-2024-3272.
DOI: 10.15468/dl.j2x9aq
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pericallis malvifolia (L'Hér.) B.Nord."
 ]
}

 The dataset includes 1265 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014821-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eeebns
title: Occurrence Download

description: A dataset containing 135628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA"
 ]
}

 The dataset includes 135628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014814-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkebwv
title: Occurrence Download

description: A dataset containing 50250873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "SpeciesKey is not null",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 {
 "not" : {
 "License" : [
 "is one of (CC-BY-NC 4.0)"
 ]
 }
 },
 {
 "and" : [
 "Year is greater than 2005",
 "Year is less than or equal to 2008"
 ]
 }
 ]
}

 The dataset includes 50250873 records from 1515 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014792-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8pz26
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taeniurops meyeni",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Occurrence evidence",
 "BasisOfRecord is Specimen"
 ]
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1499 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004421-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive105981.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0097939.10fu
title: SH0097939.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive105981.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive105982.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0097940.10fu
title: SH0097940.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive105982.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive105983.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive105983.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive105984.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0097941.10fu
title: SH0097941.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive105984.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.