cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17244830
title: Machine Learning-Assisted Optimization of Cu-Based HTLs for Lead-Free Sr3PBr3 Perovskite Solar Cells Achieving Over 30% Efficiency via SCAPS-1D Simulation

description: This ZIP archive contains data, figures, and analyses related to the development and optimization of Sr₃PBr₃-based solar cells incorporating various Cu-based inorganic hole transport layers (HTLs). The contents support simulation-driven insights into device architecture, material parameters, interface engineering, and machine learning-based performance prediction.

Sections included:





Novel Sr₃PBr₃ solar cells without HTL, with various Cu-based HTLs, and with optimized HTL




Band configuration of Sr₃PBr₃-based photovoltaic cells




Impact of varying absorber thickness and doping density in Sr₃PBr₃




Contour plots illustrating effects of active layer thickness and defect density on performance metrics




Effect of varying SnS₂ layer thickness and donor concentration




Impact of interface defect density at the Sr₃PBr₃/CBTS interface




Combined effect of interface defect density and absorber thickness




Influence of series and shunt resistance with and without CBTS HTL




Temperature-dependent behavior of device performance




J–V characteristics and Quantum Efficiency of the proposed cell




Machine learning-based analysis using Random Forest and SHAP values for PCE prediction.
DOI: 10.15468/dl.kpj6xc
title: Occurrence Download

description: A dataset containing 91986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-180 -50,180 -50,180 50,-180 50,-180 -50))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitis vinifera"
 ]
}

 The dataset includes 91986 records from 608 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037087-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3px5n
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización y monitoreo de fauna silvestre en el área de influencia directa de Hidrocasanare- Yopal del 2014 a 2017"
 ]
}

 The dataset includes 657 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037153-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q94v2t
title: Occurrence Download

description: A dataset containing 4000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Mantodea"
 ]
}

 The dataset includes 4000 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037159-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27191
title: Chandra X-ray Observatory ObsId 27191

description: Multi-Probe Studies of Merging Galaxy Clusters
DOI: 10.15468/dl.auzn8p
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización biológica de la ventana de biodiversidad Ciénaga, Municipio de Ciénaga, Magdalena, Colombia"
 ]
}

 The dataset includes 955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037156-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27956
title: Chandra X-ray Observatory ObsId 27956

description: Stellar activity with TESS and Chandra
DOI: 10.25574/27957
title: Chandra X-ray Observatory ObsId 27957

description: High-resolution X-ray tomography of the western lobe of W50 - a PeVatron accelerator driven by SS 433's jets
DOI: 10.15468/dl.cdvk9r
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.78053 -9.89949,41.78053 -9.89949,41.78053 9.89949,-7.78053 9.89949,-7.78053 -9.89949))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gilbertiodendron dewevrei"
 ]
}

 The dataset includes 627 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037157-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/jstf-c7er-yt00
title: Purdue University Portable In Situ Precipitation Stations (PIPS) Data. Version 1.0

description: This data set contains drop size distribution and surface meteorological data from the Purdue University Portable In Situ Precipitation Stations (PIPS) that were deployed at locations around northern Alabama and southern Tennessee during the VORTEX-SE 2017 field season. Each of the PIPS has a OTT Parsivel2 laser disdrometer and a surface meteorological station. The drop size distribution data are at 10 second intervals and the surface meteorological data are at 1 second intervals. The data were collected during VORTEX-SE 2017 IOPs and one PIPS was run continuously next to the University of Massachusetts FMCW radar. The data are in a comma-delimited ASCII format.
DOI: 10.15468/dl.zgvxpc
title: Occurrence Download

description: A dataset containing 1452 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Baixo Sabor: Construction and Reservoir Filling Phases – Kingfisher (Alcedo atthis and Dipper (Cinclus cinclus) - [2010-2014]"
 ]
}

 The dataset includes 1452 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037160-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6nu5x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takecallis taiwana",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037162-250920141307145/datasets/export for details.
DOI: 10.15468/dl.78bfmj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takecallis taiwana",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037163-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tp5sn6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takecallis taiwana",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037164-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fssfz4
title: Occurrence Download

description: A dataset containing 71752 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodes"
 ]
}

 The dataset includes 71752 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037084-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/h2rw-jg1c-ns0c
title: UIUC Doppler Lidar Data. Version 0.1

description: This dataset includes the Doppler Lidar Data from the University of Illinois Urbana-Champaign (UIUC) for the Stable Atmospheric Variability and Transport (SAVANT) field project. The Doppler Lidar that was deployed is the StreamLine XR from Halo Photonics. The data included in this dataset are NOT quality-controlled. The data were recorded in ASCII format with file extension name of .hpl and are categorized based on their scan/sample type indicated by the naming conventions listed in the readme file. The data are in tar files with one tar file per experiment time period.
DOI: 10.15468/dl.a6vu4w
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Occurrence evidence, Living Specimen, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cordyceps militaris"
 ]
}

 The dataset includes 1340 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037165-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxu62s
title: Occurrence Download

description: A dataset containing 1090336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.16_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1090336 records from 546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037100-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14186757
title: SHOWCASE Task 2.7 Biodiversity Indicator maps for the Portuguese case study area (Evora, Portel, Cuba, Vidigueira and Beja)

description: The data set for the SHOWCASE Task 2.7 Portuguese case study area of  the Municipalities of Evora, Portel, Cuba, Vidigueira and Beja encompasses 48 raster maps (GEOTIF format) at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:



Wild bees abundance  (WBA)

Wild bees species richness (WBR)

Spider abundance (SpA)

Spider species richness (SpR)

Vascular plants species richness (PlaR)

Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)


Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: permanent crops (olive orchards).
DOI: 10.5281/zenodo.14184489
title: Reference for SlicerSPECTRecon automated tests

description: Zipped file contains reference resources for the automated testing of the SlicerSPECTRecon extension module. The module uses these as benchmarks against the test data provided ("for_slicer_recon") to ensure the accuracy of the module and easily know when things break. Resources include:

i. Reference reconstructed volumes to test the OSEM, OSMAPOSL, BSREM algorithms 

ii. Reference dicom file converted from the simind file of the jazak phantom to test the simind to dicom conversion method

iii. Reference attenuation maps to test attenuation map alignment

iv. Reference scatter data to test the correct loading of the scatter data information.
DOI: 10.5281/zenodo.14184490
title: Reference for SlicerSPECTRecon automated tests

description: Zipped file contains reference resources for the automated testing of the SlicerSPECTRecon extension module. The module uses these as benchmarks against the test data provided ("for_slicer_recon") to ensure the accuracy of the module and easily know when things break. Resources include:

i. Reference reconstructed volumes to test the OSEM, OSMAPOSL, BSREM algorithms 

ii. Reference dicom file converted from the simind file of the jazak phantom to test the simind to dicom conversion method

iii. Reference attenuation maps to test attenuation map alignment

iv. Reference scatter data to test the correct loading of the scatter data information.
DOI: 10.5281/zenodo.14190900
title: Reference for SlicerSPECTRecon automated tests

description: Zipped file contains reference resources for the automated testing of the SlicerSPECTRecon extension module. The module uses these as benchmarks against the test data provided ("for_slicer_recon") to ensure the accuracy of the module and easily know when things break. Resources include:

i. Reference reconstructed volumes to test the OSEM, OSMAPOSL, BSREM algorithms 

ii. Reference dicom file converted from the simind file of the jazak phantom to test the simind to dicom conversion method

iii. Reference attenuation maps to test attenuation map alignment

iv. Reference scatter data to test the correct loading of the scatter data information.
DOI: 10.15468/dl.hmp243
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tectona philippinensis Benth. & Hook.f. ex Merr."
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023231-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bk3q9g
title: Occurrence Download

description: A dataset containing 7011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.96979 8.88897,-73.6119 8.88897,-73.6119 9.5241,-73.96979 9.5241,-73.96979 8.88897))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7011 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023233-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqw6bc
title: Occurrence Download

description: A dataset containing 3642785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1999-2021"
 ]
}

 The dataset includes 3642785 records from 1650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023219-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd86uk
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cousinia hamadae Juz."
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010842-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqk8aj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caranx papuensis Alleyne & Macleay, 1877",
 "Country is India"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010539-160623103540712/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.25908634
title: Morphology_Lepomis gibbosus_2024

description: Data are used for comparison of pumpkinseed populations coming from variable latitudes in Europe
DOI: 10.15468/dl.x3ywjp
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica sparsa G.Sinclair"
 ]
}

 The dataset includes 689 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046719-240314170635999/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.25908634.v1
title: Morphology_Lepomis gibbosus_2024

description: Data are used for comparison of pumpkinseed populations coming from variable latitudes in Europe
DOI: 10.15468/dl.uxa2hj
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalacrocorax pelagicus Pallas, 1811"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050661-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz20cb
title: Occurrence Download

description: A dataset containing 2182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.56714 36.56929,-80.47363 36.53294,-80.47363 36.22238,-80.52792 36.21021,-80.51586 35.94448,-80.0091 35.92983,-80.01362 36.55596,-80.56714 36.56929))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2182 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001933-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gr534q
title: Occurrence Download

description: A dataset containing 239790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (COL.13_2, COL.31_2, COL.11_2, COL.22_2)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trochilidae"
 ]
}

 The dataset includes 239790 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046682-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqphh8
title: Occurrence Download

description: A dataset containing 4059 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pyrrhula erythaca Blyth, 1862"
 ]
}

 The dataset includes 4059 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050646-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuddt3
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Tillandsia purpurea Ruiz & Pav."
 ]
}

 The dataset's 3 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001931-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tq25r
title: Occurrence Download

description: A dataset containing 793 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica silvatica (Welw. ex Engl.) Beentje"
 ]
}

 The dataset includes 793 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046677-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezxyj6
title: Occurrence Download

description: A dataset containing 3831 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Chloropsis palawanensis (Sharpe, 1877)"
 ]
}

 The dataset includes 3831 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050680-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ocb84u
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "TaxonKey is Encephalartos Lehm."
 ]
}

 The dataset includes 148 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001927-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.danw9r
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is one of (Observation.org, Nature data from around the World, iNaturalist Research-grade Observations)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2014-2024"
 ]
}

 The dataset includes 874 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046671-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbamds
title: Occurrence Download

description: A dataset containing 1279 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Clytorhynchus vitiensis (Hartlaub, 1866)"
 ]
}

 The dataset includes 1279 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050682-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.saeiop
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Densidad poblacional para fauna medida por medio de cámaras trampa en los Valores Objeto de Conservación (VOC) del territorial Andes Occidentales",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001936-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmn8fr
title: Occurrence Download

description: A dataset containing 4228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protoperidinium crassipes (Kofoid) Balech, 1974"
 ]
}

 The dataset includes 4228 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039971-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.