cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34740/kaggle/dsv/8576350
title: OnlineFree
DOI: 10.15468/dl.bhbfn7
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Storeria storerioides (Cope, 1866)"
 ]
}

 The dataset includes 634 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029755-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8576349
title: AutoXGB
DOI: 10.15468/dl.ps69d1
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thais lacera (Born, 1778)"
 ]
}

 The dataset includes 98 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021231-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlel01
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psacalium cirsiifolium (Zucc.) H.Rob. & Brettell"
 ]
}

 The dataset includes 242 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005626-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9skd32
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adromischus nanus (N.E.Br.) Poelln.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315499-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9qfuv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudo hermanni Gmelin, 1789",
 "Year 1000-1980"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036607-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj87ee
title: Occurrence Download

description: A dataset containing 116145 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliotropium L."
 ]
}

 The dataset includes 116145 records from 833 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326200-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nsc7gwf7tb.1
title: PANNA: Properties from Artificial Neural Network Architectures

description: Prediction of material properties from first principles is often a computationally expensive task. Recently, artificial neural networks and other machine learning approaches have been successfully employed to obtain accurate models at a low computational cost by leveraging existing example data. Here, we present a software package “Properties from Artificial Neural Network Architectures” (PANNA) that provides a comprehensive toolkit for creating neural network models for atomistic systems following the Behler–Parrinello topology. Besides the core routines for neural network training, it includes data parser, descriptor builder for Behler–Parrinello class of symmetry functions and force-field generator suitable for integration within molecular dynamics packages. PANNA offers a variety of activation and cost functions, regularization methods, as well as the possibility of using fully-connected networks with custom size for each atomic species. PANNA benefits from the optimization and hardware-flexibility of the underlying TensorFlow engine which allows it to be used on multiple CPU/GPU/TPU systems, making it possible to develop and optimize neural network models based on large datasets.
DOI: 10.15468/dl.f326xv
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassula corallina Thunb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 116 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315636-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jibgnf
title: Occurrence Download

description: A dataset containing 10413 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 10413 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003930-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab52ts
title: Occurrence Download

description: A dataset containing 7141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaenia cristata Pelzeln, 1868"
 ]
}

 The dataset includes 7141 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313869-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbee9w
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Picea chihuahuana Martínez"
 ]
}

 The dataset includes 71 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017014-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqbwip
title: Occurrence Download

description: A dataset containing 1020 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is French Guiana",
 "Country is Guyana",
 "Country is Suriname",
 "Country is Brazil",
 "Country is Peru",
 "Country is Bolivia (Plurinational State of)"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Ateles paniscus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1020 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029764-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8865r5
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bouteloua ramosa Scribn."
 ]
}

 The dataset includes 114 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413437-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewnpvw
title: Occurrence Download

description: A dataset containing 2793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.775 52.575,5.825 52.575,5.825 52.625,5.775 52.625,5.775 52.575))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306729-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3qzxm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315718-200613084148143/datasets/export for details.
DOI: 10.15468/dl.zaahvj
title: Occurrence Download

description: A dataset containing 456918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daucus carota L."
 ]
}

 The dataset includes 456918 records from 1040 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034170-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akm4us
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC7708"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019375-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv9kg4
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Queensland",
 "TaxonKey is Xiphophorus maculatus (Günther, 1866)"
 ]
}

 The dataset includes 466 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019376-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bhdzz
title: Occurrence Download

description: A dataset containing 8726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera pardus (Linnaeus, 1758)"
 ]
}

 The dataset includes 8726 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019377-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11116641
title: Improving access to and reuse of research results, publications and data for scientific purposes - Stakeholders' consultations results

description: The data sets were created via data collection effort for the Horizon Europe-funded "study to evaluate the effects of the EU copyright framework on research and the effects of potential interventions and to identify and present relevant provisions for research in EU data and digital legislation, with a focus on rights and obligations". The study was contacted by DG RTD. 

This research project supports Action 2 objectives of the European Research Area (ERA) Policy Agenda 2022-2024, which aims to propose an EU legislative and regulatory framework for copyright and data that is fit for research. The report provides a comprehensive analysis of barriers to the access and reuse of publicly funded research, including scientific publications and data. It assesses existing EU copyright legislation and EU data and digital legislation. It also assesses regulatory frameworks and national initiatives and identifies potential areas for improvement.

Using a methodological, evidence-based approach (including the survey results posted in this repository), the study presents possible legislative and non-legislative measures to improve the current EU copyright and data framework and align it with the needs of scientific research and open research data principles. 

The data sets include the raw data of the three surveys (survey 1 targeted at researchers, survey 2 targeted at research-performing organisations, and survey 3 targeted at publishers). All surveys have two major parts: one concerning copyright legislation and another concerning data and digital legislation. In addition, we provide interview notes, they are also organised into two parts: one concerning copyright legislation and another concerning data and digital legislation. 

The data collection effort was partially supported by our colleagues from the Institute for Information Law (IVIR) and KU Leuven CiTIP.
DOI: 10.5281/zenodo.11198677
title: Improving access to and reuse of research results, publications and data for scientific purposes - Stakeholders' consultations results

description: The data sets were created via data collection effort for the Horizon Europe-funded "study to evaluate the effects of the EU copyright framework on research and the effects of potential interventions and to identify and present relevant provisions for research in EU data and digital legislation, with a focus on rights and obligations". The study was contacted by DG RTD. 

This research project supports Action 2 objectives of the European Research Area (ERA) Policy Agenda 2022-2024, which aims to propose an EU legislative and regulatory framework for copyright and data that is fit for research. The report provides a comprehensive analysis of barriers to the access and reuse of publicly funded research, including scientific publications and data. It assesses existing EU copyright legislation and EU data and digital legislation. It also assesses regulatory frameworks and national initiatives and identifies potential areas for improvement.

Using a methodological, evidence-based approach (including the survey results posted in this repository), the study presents possible legislative and non-legislative measures to improve the current EU copyright and data framework and align it with the needs of scientific research and open research data principles. 

The data sets include the raw data of the three surveys (survey 1 targeted at researchers, survey 2 targeted at research-performing organisations, and survey 3 targeted at publishers). All surveys have two major parts: one concerning copyright legislation and another concerning data and digital legislation. In addition, we provide interview notes, they are also organised into two parts: one concerning copyright legislation and another concerning data and digital legislation. 

The data collection effort was partially supported by our colleagues from the Institute for Information Law (IVIR) and KU Leuven CiTIP.
DOI: 10.15468/dl.7dtafa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menaethius dentatus Stimpson, 1857"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019379-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nj7v5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menaethius subserratus Adams & White, 1848"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019380-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vf8gu
title: Occurrence Download

description: A dataset containing 884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Queensland",
 "TaxonKey is Cyprinus carpio Linnaeus, 1758"
 ]
}

 The dataset includes 884 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019381-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpwzar
title: Occurrence Download

description: A dataset containing 838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bocconia frutescens L."
 ]
}

 The dataset includes 838 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019382-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4htd5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menaethius areolatus Dana, 1851"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019383-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87fmxm
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Queensland",
 "TaxonKey is Carassius auratus (Linnaeus, 1758)"
 ]
}

 The dataset includes 430 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019384-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-1471234506
title: IBS BAG

description: The IBS BAG includes in this proposal IBS teams and external groups from CEA-Cadarache (St Paul lez Durance) and IRBA (Brétigny-sur-Orge). We study structure-function relationships of proteins emphasizing in human health, biotechnology and methodology. Most of the projects are a continuation of the MX-2498 proposal and can be grouped into different topics as follows: host-pathogen interaction, new therapy targets, fundamental cellular mechanisms, membrane proteins, biotechnological applications and methodology. Some of these projects use integrative approaches (X-ray crystallography, cryo-EM, SAXS and NMR), together with other biophysical and biochemical studies, and very recently the use of AI, with the aim to fully understand the complexity of the biological macromolecular systems under study.
DOI: 10.15151/esrf-es-1593623448
title: Dynamic fracturing of Bone-Implant systems as seen through in-situ MHz X-ray radioscopy

description: The aim of this proposal is to perform ultra-high-speed X-ray in-situ imaging of rapidly running cracks under impacts in (porcine and artificial) bone + scaffold systems. The goal is to understand how 3D-printed biodegradable scaffolds must be customized, patient-specifically, to stabilize and reinforce fractured bone, i.e., to be in mechanical and dynamical harmony with the surrounding bone while stimulating bone regeneration.
DOI: 10.15151/esrf-es-1593627014
title: in situ SAXS study of biomimetic magnetite formation

description: Magnetotactic bacteria sustainably produce chains of magnetite nanoparticles with exceptional properties. Inspired by these bacteria, we developed a synthetic route emulating the bacteria’s proteins with charged polymers inducing a biomineralization-reminiscent crystal formation. Using in-situ SAXS and ex-situ cryo-XANES, we elucidated the gained control via a kinetic stabilization of a transient iron phase, also observed in the bacteria. While new evidence shows that this stabilization is based on an electrostatic polymer-precursor interaction, different polymers show deviations in the final nanoparticle morphology. We accordingly propose an in situ SAXS study to monitor the formation of magnetite nanoparticles, with a primary focus on characterizing the weakly scattering, pre-nucleation iron species. This study aims to understand the effect of different polycations on the kinetic stabilization of low-density iron, particularly considering variations in polymer molecular weight.
DOI: 10.15468/dl.nc4kct
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menaethius tuberculatus Adams & White, 1848"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019385-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jax3cf
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Queensland",
 "TaxonKey is Macquaria ambigua (Richardson, 1845)"
 ]
}

 The dataset includes 931 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019386-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghubms
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC7709"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019387-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68dkne
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAM2585"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019389-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxqzx8
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Queensland",
 "TaxonKey is Scleropages leichardti Günther, 1864"
 ]
}

 The dataset includes 174 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019388-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m62swd
title: Occurrence Download

description: A dataset containing 253461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sisymbrium officinale (L.) Scop.)"
 ]
}

 The dataset includes 253461 records from 1719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019378-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg5qz6
title: Occurrence Download

description: A dataset containing 248936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus petraea (Matt.) Liebl.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((25.280527 74.385866, 34 74.516506, 34 35.773364, 32.861584 35.588421, 26.375071 34.609982, 22.816449 34.504241, 13.627633 36.690862, 10.001544 38.719154, -0.356862 36.404548, -9.323257 35.627079, -12.292937 57.408982, 25.280527 74.385866))"
 ]
}

 The dataset includes 248936 records from 1141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004495-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.