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

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stewartia pseudocamellia var. koreana (Nakai ex Rehder) Sealy"
 ]
}

 The dataset includes 12 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082555-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4j0ru
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Byrsonima verbascifolia (L.) DC."
 ]
}

 The dataset includes 68 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012646-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjrpa8
title: Occurrence Download

description: A dataset containing 2308 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daphniphyllum oldhamii (Hemsl.) K.Rosenthal"
 ]
}

 The dataset includes 2308 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082552-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbcbkw
title: Occurrence Download

description: A dataset containing 283719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystichum Roth"
 ]
}

 The dataset includes 283719 records from 732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012634-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx2a7b
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium griseum (Rydb.) K.Schum."
 ]
}

 The dataset includes 432 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153577-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqnxhq
title: Occurrence Download

description: A dataset containing 6556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trillium cernuum L."
 ]
}

 The dataset includes 6556 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082626-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lamjcc
title: Occurrence Download

description: A dataset containing 52075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "Geometry POLYGON((107.7644 11.85957,107.66725 11.70262,107.94377 10.88799,108.28756 11.01504,108.93777 11.31399,109.3563 11.89694,109.13956 12.2482,108.44451 12.34536,108.18293 12.00157,107.75693 11.87452,107.7644 11.85957))"
 ]
}

 The dataset includes 52075 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012639-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcj42f
title: Occurrence Download

description: A dataset containing 342202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eriophorum angustifolium Honck.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 342202 records from 769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082629-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfm2k4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013675-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.769gak
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 138 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013674-250914085247600/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-2212959277
title: Munich Crystallography BAG

description: The diverse groups of the Munich Crystallography BAG study a far range of subjects, reaching from structural aspects of fundamental cellular processes - such as RNA processing, protein folding and degradation, DNA repair, chromatin remodelling, enzymes - to the design of foldamers. The research groups are located at the LMU and TUM universities in Munich, at the Max-Planck-Institute of Biochemistry, Martinsried, and the Helmholtz Center, Neuherberg. Out-groups are located at the universities in Darmstadt and Ulm, Germany. The research groups use X-ray crystallography, single-particle cryo-EM, cryo-ET, SAXS, NMR and HDX and XL-MS mass-spectrometry for structural studies.
DOI: 10.15151/esrf-es-2243317971
title: continuation of tests on human heads with HiP-CT

description: continuation of the experiment for scanning human heads with HiP-CT
DOI: 10.15151/esrf-es-2188147533
title: The Israeli BAG

description: This Summary will only portray a very limited scope of the BAG proposal due to its size and more information will be available in the Global Summary. We plan establish a comprehensive structural narrative for the assembly and entry of viruses from the Bunyavirales family using X-ray crystallography, biophysics, biochemistry, and molecular virology. Using X-ray crystallography to obtain the 3D structure of GN and GC in different conformations and from different bunyavituses. We will pursue a structure of GN or GC bound to a neutralizing antibody to obtain new data for vaccine design. In the SAXS arena, we plan to continue the study on MT (microtubules) and expand the experiments with different nucleotide type and concentrations, (GTP, GDP, GMPCPP, and GMPPCP, GTP-gammaS). We will perform at selected points SEC-SAXS experiments in the presence of full-length tau (4RL). Our preliminary data revealed that 4RL promote MT assembly at 36C and of single tubulin rings at low temperatures.
DOI: 10.15151/esrf-es-2188154015
title: BAG Montpellier

description: The BAG of Montpellier gathers researchers from distinct institutes (CBS, IGF, IRIM and LPHI) affiliated to the INSERM, the CNRS and the university of Montpellier. 
The CBS is a node of the national infrastructure FRISBI. In this context, it is developping new methodologies for efficient ligand screening by X-ray diffraction. It is also involved in solving the structure of novel therapeutic targets to develop novel drug candidates. 
The IGF is involved in characterizing membrane proteins (mainly GPCRs) in order to better understand their functioning for therapeutic application. 
The IRIM and LPHI are focusing on several therapeutic targets related to infectious diseases in order to identify and develop novel inhibitors.
DOI: 10.15151/esrf-es-2221457632
title: Access to Structural biology protein-to-structure pipelines for translational research and discovery. Coordinated user access to integrated

description: This proposal seeks to provide user access to advanced protein structure determination and both ligand and fragment screening workflows, leveraging the collaborative strengths of the EMBL High Throughput Crystallization (HTX) facility and the ESRF MX beamlines in the context of the EMBL-ESRF JSBIG. Crystallization and fragment screening services provided by the EMBL’s HTX lab, including to access to the CrystalDirect technology, will be supported financially by Horizon Europe infrastructure projects. During this proposal we will transition from iNEXT Discovery (coordinated by Annastasis Perrakis) to newer funding programs like ISIDORE, an Instruct-ERIC. To ensure equal access opportunities, applications for user access will undergo a review and prioritization process through the Instruct Aria system, managed by an External Review Panel consisting of leading international scientists. We will also develop further new access modalities based on the integration of CrystalDirect at MASSIF1
DOI: 10.15151/esrf-es-2192737586
title: Structural investigation of membrane and water-soluble proteins

description: The portfolio of this BAG includes structural investigation of membrane proteins as well as soluble proteins relevant to various scientific fields. Important basic science projects are concerned with the fundamentals of proton transport and the function of hitherto poorly characterised rhodopsins. In application-related activities we are addressing challenges in biotechnology (development of novel optogenetic tools, optimisation of enzymes for biomimetic synthesis) and medicine (evaluation of innovative autophagy modulators, understanding and preventing protein aggregation in disease).
DOI: 10.5281/zenodo.17149998
title: Respiratorische Synzytialvirusfälle in Deutschland

description: Im Datensatz "Respiratorische Synzytialvirusfälle in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu Infektionen mit dem Respiratorischen Synzytial-Virus (RSV) nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Bundeslandebene zu Infektionen nach Falldefinition des Robert Koch-Instituts, differenziert nach Altersgruppen. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15151/esrf-es-2220628949
title: Impact of Crosslinking on the Photonic Properties of Self-Assembled Bottle Brush Block Copolymers

description: The most vibrant and striking colors in nature are not produced by pigments but by the structural arrangement of transparent materials at scales comparable to visible light wavelength. In our research, we fabricated bottle brush block copolymer (BBCP)-based lamellar structures to achieve tunable structural colors and expand their applications in optical devices. In addition, we introduced BP based crosslinker in our system which gives us unique optical properties. Here, the project aims to utilize ultrasmall-angle X-ray scattering (USAXS) to characterize the internal lamellar domain structure and its evolution during crosslinking processes.
DOI: 10.15151/esrf-es-2220630641
title: Searching for structural Goldstone-like modes in 4H-Sr1-xCaxMnO3

description: The recent discovery of exotic domain topologies in ferroelectric materials has ignited renewed interest in these systems. It is now of interest to identify new ferroelectrics in which such rich topological behaviours can be stabilised to acquire deeper fundamental understanding of how they form. We recently performed a high-resolution powder diffraction experiment at the ID22 beamline on the six-layer hexagonal polytype of BaTiO3, and we found that a structural Goldstone-like mode enables an unusual quasi-continuous domain texture to emerge at low temperatures. Our preliminary DFT calculations suggest similar Goldstone-like modes may be observed in other perovskite polytypes, and we now seek to validate this on an experimental basis by performing a high-resolution diffraction experiment at ID22 on the 4H-Sr1-xCaxMnO3 system. This represents a vital step in illustrating a generalisable mechanism by which exotic domain topologies may be stabilised in ferroelectric perovskites.
DOI: 10.5281/zenodo.17150003
title: Laborbestätigte Influenzafälle in Deutschland

description: Im Datensatz "Laborbestätigte Influenzafälle in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu Infektionen mit dem Influenzavirus nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Bundeslandebene zu Infektionen nach Falldefinition des Robert Koch-Instituts, differenziert nach Altersgruppen. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.m5c22a
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudosenegalia feddeana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013676-250914085247600/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-2243163068
title: Multimodal grain mapping of Inconel718 and Ti shape memory alloy

description: Use PCT, DCT, s-3DXRD and Topotomo to characterize deformation and damage in these samples
DOI: 10.15151/esrf-es-2223370896
title: XAS Investigation of Ti Sites in Ziegler-Natta Precatalysts for Polypropylene Polymerization

description: This proposal aims to investigate the molecular-level structure of Ti sites in Ziegler-Natta precatalysts using XAS at the Ti K-edge. Our primary objectives are to examine Ti sites in propylene polymerization precatalysts, both treated and untreated with pyridine, and to compare these with well-defined molecular references. By analyzing the XANES spectra, we will focus on identifying key spectroscopic signatures related to Ti oxidation state, coordination geometry, and the influence of alkoxo ligands and internal donors. This study will provide crucial insights into the structure-performance relationship of Ti sites in Ziegler-Natta catalysts, advancing the understanding of their role in catalysis and aiding in the rational design of more efficient polymerization catalysts.
DOI: 10.5281/zenodo.17129242
title: Reliable Requirement Engineering Using LLM for Tag Governance

description: This artifact accompanies our CASCON 2025 paper on Reliable Requirements Engineering. It provides the full implementation of our High-Level JSON (HLJ)–centric tag governance pipeline, including scripts, datasets, and evaluation harnesses. The artifact enables users to reproduce reported results—such as Precision, Recall, and F1-score across multiple models (GPT-4.1, Opus4, Meta-70B)—and to inspect per-tag evaluations, audit trails, and reasoning logs. By combining SBERT-based semantic similarity, hybrid clustering, and canonical tag mapping, the pipeline ensures results are not only reproducible but also fully auditable. Config-driven pipelines (v0, v1, v2) make experiments easy to replicate or extend. We expect this resource to support both researchers extending our methods and practitioners validating LLM outputs in requirements workflows.
DOI: 10.5281/zenodo.17149974
title: Reliable Requirement Engineering Using LLM for Tag Governance

description: This artifact accompanies our CASCON 2025 paper on Reliable Requirements Engineering. It provides the full implementation of our High-Level JSON (HLJ)–centric tag governance pipeline, including scripts, datasets, and evaluation harnesses. The artifact enables users to reproduce reported results—such as Precision, Recall, and F1-score across multiple models (GPT-4.1, Opus4, Meta-70B)—and to inspect per-tag evaluations, audit trails, and reasoning logs. By combining SBERT-based semantic similarity, hybrid clustering, and canonical tag mapping, the pipeline ensures results are not only reproducible but also fully auditable. Config-driven pipelines (v0, v1, v2) make experiments easy to replicate or extend. We expect this resource to support both researchers extending our methods and practitioners validating LLM outputs in requirements workflows.
DOI: 10.15468/dl.sce5u8
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurema blanda",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013678-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bnnhf
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013679-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.13235
title: Phytoplankton Retention Mechanisms in Estuaries: A Case Study of the Elbe Estuary

description: This repository contains the <strong>model configuration and output</strong> for the publication:

<strong>Phytoplankton Retention Mechanisms in Estuaries: A Case Study of the Elbe Estuary.</strong>

Due to their role as primary producers, phytoplankton is essential for the proliferation of estuarine ecosystems. However, as small drifting organisms, phytoplankton cannot resist currents. Estuaries not only represent challenging habitats due to a strong salinity gradient, but also have net transport into oceans. So far, little is known about how phytoplankton retain themselves in estuaries. We present a new individual-based Lagrangian model of the Elbe estuary examining possible retention mechanisms of phytoplankton. In more detail, we investigated how reproduction, sinking and rising, as well as diel vertical migration might allow for population survival. We find that rising favors the retention success, fast sinking cause the opposite. We further provide first estimates on outwashing losses. Our simulations illustrate that shallow stretches of water along the river banks are essential for the long-term survival of phytoplankton populations. These results give important indications for ecosystem-based management of estuaries.
DOI: 10.25592/uhhfdm.13234
title: Phytoplankton Retention Mechanisms in Estuaries: A Case Study of the Elbe Estuary

description: This repository contains the <strong>model configuration and output</strong> for the publication:

<strong>Phytoplankton Retention Mechanisms in Estuaries: A Case Study of the Elbe Estuary.</strong>

Due to their role as primary producers, phytoplankton is essential for the proliferation of estuarine ecosystems. However, as small drifting organisms, phytoplankton cannot resist currents. Estuaries not only represent challenging habitats due to a strong salinity gradient, but also have net transport into oceans. So far, little is known about how phytoplankton retain themselves in estuaries. We present a new individual-based Lagrangian model of the Elbe estuary examining possible retention mechanisms of phytoplankton. In more detail, we investigated how reproduction, sinking and rising, as well as diel vertical migration might allow for population survival. We find that rising favors the retention success, fast sinking cause the opposite. We further provide first estimates on outwashing losses. Our simulations illustrate that shallow stretches of water along the river banks are essential for the long-term survival of phytoplankton populations. These results give important indications for ecosystem-based management of estuaries.
DOI: 10.6084/m9.figshare.30155416.v2
title: Exploring Potential Cognitive Decline in Future Generations Due to Over-Reliance on Artificial Intelligence (AI): The Mediating Role of User Characteristics.

description: Dataset Purpose: This dataset was collected to explore potential Cognitive Decline in Future Generations Due to Over-Reliance on Artificial Intelligence (AI): The Mediating Role of User Characteristics.Collection Method: The data sample was collected from 270 students at Comilla University, Noakhali Science and Technology University, Jagannath University, and Feni University using a cross-sectional method in Bangladesh during 2025. Each participant provided information about their age, gender, education, and faculties.Variable Explanation: 1. Age: Age of Participants 2. Gender: Participant's gender. 3. University: participants University. 4. Education Level: Participant's education level. 5. Faculties: Faculties of Participants. 6. UC: User Characteristics. 7. DL: Dependency Level 8. Adoption Context. 9. CD: Cognitive Decline.
DOI: 10.15468/dl.9ttp9f
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013680-250914085247600/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.30155401.v6
title: Durable Concrete Foundations Supporting Lethbridge Homeowners by K & M Hall Concrete Ltd

description: K & M Hall Concrete Ltd. focuses on building residential concrete foundations that stand the test of time. Homeowners searching for a foundation near me in Lethbridge can rely on their experienced team to handle every aspect, from site preparation to finishing. Their approach guarantees strong, reliable, and safe foundations that give homes lasting security.
DOI: 10.15468/dl.vukr4s
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013682-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcsebe
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterocarpus steinbachianus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013684-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4vu8m
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013683-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.