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

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiroptera",
 "Geometry POLYGON ((-94.96504587\t16.35618444, -94.96504587\t16.79773266, -94.48006669\t16.79773266, -94.48006669\t16.35618444, -94.96504587\t16.35618444))",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 414 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021397-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5524/102801
title: Supporting data for "An Interpretable Graph-Regularized Optimal Transport Framework for Diagonal Single-Cell Integrative Analysis"

description: An optimal transport based multi-omics integration framework with interpretable embeddings and clustering, evaluated on real single-cell multi-omics datasets (RNA-seq and ATAC-seq) as well as simulated datasets that mimic two-modality scenarios
DOI: 10.3535/902-gnk-qq8
title: Marsupella emarginata var. aquatica (Lindenb.) Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ja3-74p-lj9
title: Verrucaria geophila Zahlbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.uqjsca
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holttumochloa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001130-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpy5cr
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Homonoia riparia"
 ]
}

 The dataset includes 80 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001131-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5n2k2
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionKey is 11cb3e72-eac6-48c8-bcb3-4668c2ca7eaa",
 "OccurrenceStatus is Present",
 "TaxonKey is Globularia"
 ]
}

 The dataset includes 374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001132-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18424452
title: Datasets for distillation of CHGNet to DeePMD for α, β, γ phases of Ag₂S with VASP fine-tuning

description: This repository contains ZIP archives with datasets used for knowledge distillation from a CHGNet model to a faster DeePMD model while preserving accuracy for the three polymorphs (α, β, γ) of silver sulfide (Ag₂S). The datasets include CHGNet data and additional DFT (VASP) reference calculations for fine-tuning.

Purpose:These datasets enable the training of a computationally efficient DeePMD potential that matches the accuracy of the more expensive CHGNet model, with additional refinement using high-quality DFT data.

Methods:





Initial sampling: Molecular Dynamics using CHGNet (Crystal Hamiltonian Graph Neural Network)




Reference data: DFT calculations performed with VASP (Vienna Ab initio Simulation Package)



Target: Distillation to DeePMD (Deep Potential Molecular DynamicsUsage notes:The data is structured for direct use with DeePMD-kit (*.raw and *.npy formats). Also the training scripts (fine-tune.zip/input.json and fine-tune.zip/finetune.json) are provided. Please arrange *.raw and *.npy data in accordange with input.json and finetune.json files.
DOI: 10.5281/zenodo.18424453
title: Datasets for distillation of CHGNet to DeePMD for α, β, γ phases of Ag₂S with VASP fine-tuning

description: This repository contains ZIP archives with datasets used for knowledge distillation from a CHGNet model to a faster DeePMD model while preserving accuracy for the three polymorphs (α, β, γ) of silver sulfide (Ag₂S). The datasets include CHGNet data and additional DFT (VASP) reference calculations for fine-tuning.

Purpose:These datasets enable the training of a computationally efficient DeePMD potential that matches the accuracy of the more expensive CHGNet model, with additional refinement using high-quality DFT data.

Methods:





Initial sampling: Molecular Dynamics using CHGNet (Crystal Hamiltonian Graph Neural Network)




Reference data: DFT calculations performed with VASP (Vienna Ab initio Simulation Package)



Target: Distillation to DeePMD (Deep Potential Molecular DynamicsUsage notes:The data is structured for direct use with DeePMD-kit (*.raw and *.npy formats). Also the training scripts (fine-tune.zip/input.json and fine-tune.zip/finetune.json) are provided. Please arrange *.raw and *.npy data in accordange with input.json and finetune.json files.
DOI: 10.3535/2mq-4e5-s55
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k3j-mw5-522
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vzz-h37-pz2
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/54c-7bg-t5k
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e87-j8p-ccg
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v5e-9n1-exg
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gge-2cv-qd9
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kb9-klf-4k6
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3sj-a82-zja
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xp9-1ry-ek2
title: Cladonia pleurota (Flörke) Schaer.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.18425330
title: Phase-Aligned Correspondence in a High-Dimensional Holographic Framework
DOI: 10.5281/zenodo.18425331
title: Phase-Aligned Correspondence in a High-Dimensional Holographic Framework
DOI: 10.5281/zenodo.18425150
title: Data for Optimizing biomass partitioning in wheat using UAV-based hyperspectral phenomic and genomic prediction: kernel-based and machine learning approaches

description: Optimizing biomass partitioning is essential for achieving sustainable yield improvement in wheat, particularly under increasing environmental stress. Traits such as spike partitioning index (SPI), harvest index (HI), and fruiting efficiency (FE) are central to understanding how assimilates are allocated between vegetative and reproductive organs. However, their complex physiology and the difficulty of manual phenotyping have limited their routine use in breeding programs. This study assessed the potential of unmanned aerial vehicle (UAV)-based hyperspectral reflectance data to predict biomass partitioning traits and related yield components in wheat. Three trials of facultative soft wheat lines (2022–2024) and an independent validation set of advanced breeding lines were used to develop genomic prediction (GP), phenomic prediction (PP), and integrated multi-omic models combining genomic, phenomic, and environmental covariates (ECs).
DOI: 10.5281/zenodo.18425151
title: Data for Optimizing biomass partitioning in wheat using UAV-based hyperspectral phenomic and genomic prediction: kernel-based and machine learning approaches

description: Optimizing biomass partitioning is essential for achieving sustainable yield improvement in wheat, particularly under increasing environmental stress. Traits such as spike partitioning index (SPI), harvest index (HI), and fruiting efficiency (FE) are central to understanding how assimilates are allocated between vegetative and reproductive organs. However, their complex physiology and the difficulty of manual phenotyping have limited their routine use in breeding programs. This study assessed the potential of unmanned aerial vehicle (UAV)-based hyperspectral reflectance data to predict biomass partitioning traits and related yield components in wheat. Three trials of facultative soft wheat lines (2022–2024) and an independent validation set of advanced breeding lines were used to develop genomic prediction (GP), phenomic prediction (PP), and integrated multi-omic models combining genomic, phenomic, and environmental covariates (ECs).
DOI: 10.5281/zenodo.18425316
title: Dataset for "Etiology and burden of rickets in hospitalized children: a retrospective study from Vietnam"
DOI: 10.5281/zenodo.18425317
title: Dataset for "Etiology and burden of rickets in hospitalized children: a retrospective study from Vietnam"
DOI: 10.15468/dl.9bpnf7
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neomyzus circumflexus"
 ]
}

 The dataset includes 241 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001134-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqdvp7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001136-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18425371
title: Dataset used in "How to win a match? Key Goal-Scoring Patterns in the 2024 Peruvian League"
DOI: 10.15468/dl.nkbk7f
title: Occurrence Download

description: A dataset containing 3626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brassica napus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3626 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001137-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20350/digitalcsic/17915
title: The absolute cross section of the reactive collision of P⁺(³P) with D2 : a combined theoretical and experimental study [Dataset]

description: contains the diractories EXP and THEO - directory EXP Contains the experimental raw data structured as follow: EIS: directory containing the data function of photon energy Ek: directory containing the data function of collision energy PCl3: directory containing the data related to the mass spectra and photon energy scans procedure and procedure Cake: Igor executables used for the data analysis - directory THEO Contains the theoretical raw data structured as follow: the three directories contain the data of to QCT cross section associated to each PES 1Tap (1³A'), 1Tapp (1³A'') and (2³A'') Each PES directory contains the associated total cross section as function of collision energy considering D2 at 300K, as well as 7 subdirectories associated to each rotational level J0-J6. Each of these subdirectories contain the cross section specific to rotational level of D2. Cross sections are given in angstrom square and the collision energies are in eV.
DOI: 10.20350/digitalcsic/17911
title: Supporting information Impact of Submarine Groundwater Discharge on Microbial Communities in a Highly Anthropized Coastal Lagoon (Mar Menor, SE Spain) [Dataset]
DOI: 10.20350/digitalcsic/17912
title: Jeunes activistes tunisiens au Forum Social Mondial 2015
title: Encuesta Forum Social Mondial 2015

description: Enlaces a publicaciones/otros resultados de investigación que utilizan los datos: http://hdl.handle.net/10261/415432
DOI: 10.34847/nkl.88b9lnzg
title: Evolution de la population carcérale Niger 1998-2024

description: Dépôt d’une série statistique reconstruite sur l’évolution de la population carcérale au Niger (1998–2024), dont détention préventive et capacité d'accueil officielle
DOI: 10.20350/digitalcsic/17913
title: Trachymela sloanei in southeastern Spain

description: Data for the paper Valera et al. (2026). Analyzing the ecological requirements of an invasive species the Australian tortoise beetle Trachymela sloanei (Blackburn, 1897) (Coleoptera: Chrysomelidae), to determine the prospects for its invasion process. Journal of Applied Entomology (in press).
description: [EN] Data about the occurrence of Trachymela sloanei in Almería. The data are linked to the article de Valera et al. (2026). Analyzing the ecological requirements of an invasive species the Australian tortoise beetle Trachymela sloanei (Blackburn, 1897)
description: [ES] Datos sobre la presencia de Trachymela sloanei en Almería. Los datos están vinculados al artículo de Valera et al. (2026). Analyzing the ecological requirements of an invasive species the Australian tortoise beetle Trachymela sloanei (Blackburn, 1897)
DOI: 10.20350/digitalcsic/17914
title: Jeunes activistes tunisiens au Forum Social Mondial 2013

description: Enlaces a publicaciones/otros resultados de investigación que utilizan los datos: https://doi.org/10.20350/digitalCSIC/17897
description: El objetivo de esta encuesta con cuestionarios en francés o árabe administrados en presencial durante la celebración del Foro Social Mundial (FMS) en Túnez en marzo de 2013 era profundizar en el conocimiento de la participación social y política de los jóvenes norteafricanos. Este fenómeno ha adquirido un renovado interés tanto sociológico como político tras las movilizaciones de protesta que protagonizaron fundamentalmente los jóvenes en el Magreb a principio de 2011. Para analizarlo hemos entrevistado a una muestra de más de 200 jóvenes activistas de Argelia, Marruecos, y Túnez con edades comprendidas entre 18 y 35 años y que son miembros de organizaciones de la sociedad civil.
DOI: 10.5281/zenodo.18424974
title: test

description: ZONODOV1版本的outputs_france的logs存在多余数据,请移步V2下载原outputs_france。
DOI: 10.15468/dl.s8c43d
title: Occurrence Download

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

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001139-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uks4wt
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hydrocotyle javanica"
 ]
}

 The dataset includes 102 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001141-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkqu5k
title: Occurrence Download

description: A dataset containing 175628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.64114 30.48708,-101.90641 30.48708,-101.90641 42.63146,-124.64114 42.63146,-124.64114 30.48708))",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 1970-2020"
 ]
}

 The dataset includes 175628 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001120-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6yl-gv6-1c1
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gbh-59s-8te
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3mr-8v2-afr
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3z4-q9z-8we
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lfk-xy3-qb3
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/btw-jcp-fkl
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nlg-qvw-g44
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/58m-1ff-a2s
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jz3-bef-m5p
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8z8-8kf-ta4
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gl8-vc4-ldv
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cht-4ne-0te
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t71-71s-2bz
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y6l-l37-4cx
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p3f-x52-ye7
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x1r-zbq-f41
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2yk-5r1-cdx
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5da-795-n7m
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tvl-nve-kyj
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5yg-sat-5my
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jx1-4fw-y91
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9n7-g5r-g61
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mea-7bm-6fp
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0c7-mwb-048
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wp6-mqx-876
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/240-mv2-zc5
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4fp-3pw-cga
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fka-8yq-wjs
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lcp-vxk-mnb
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0pd-zz8-ch0
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/224-fq6-dqh
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5rs-b87-xwj
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m1f-ks2-mxk
title: Protoblastenia szaferi J. Nowak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5517/cc4331c
title: CCDC 122141: Experimental Crystal Structure Determination

description: Related Article: S.Schulz, T.Bauer, M.Nieger|1999|Chem.Commun.||879|doi:10.1039/a901556f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.esh3hh
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hydrolea zeylanica"
 ]
}

 The dataset includes 163 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001142-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.