cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.thwku3
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halpe hindu"
 ]
}

 The dataset includes 97 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004492-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45n6jg
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Baccaurea motleyana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 111 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004494-260129131611470/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.31220764
title: GRAIL-seq; All required content in "Code and Software Submission Checklist" as a single zip file

description: these are the source code, README file, pseudocode, demo datasets, and annotation files used in GRAIL-seq T-to-C analysis.
DOI: 10.6084/m9.figshare.31220764.v3
title: GRAIL-seq; All required content in "Code and Software Submission Checklist" as a single zip file

description: these are the source code, README file, pseudocode, demo datasets, and annotation files used in GRAIL-seq T-to-C analysis.
DOI: 10.6084/m9.figshare.31220764.v2
title: Demo dataset and annotation file for GRAIL-seq

description: these are the demo datasets and annotation files for GRAIL-seq code.
DOI: 10.15468/dl.eh3z35
title: Occurrence Download

description: A dataset containing 2100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bischofia javanica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2100 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004496-260129131611470/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-2233788342
title: Structural mechanisms of protein for biomedical and biotechnological application: pathological processes, targeted therapies, and enzyme des

description: We request the continuation of previous BAG MX-2650, created from the ESRF recommendation to merge several groups from south-east Spain. The team is intrinsically heterogeneous reflected in a diversity of research lines, focused on deciphering the molecular mechanisms of proteins and complexes involved in pathological processes, targeted therapies, and enzyme design, with applications in drug discovery and protein engineering. We are still on the process of a proper organization of shifts awarded, trying to use the provided synchrotron resources in the most efficient way by the different groups. This resource is of paramount relevance to advance our studies as confirmed by the contribution of our experiments in high-impact structural research.
DOI: 10.15151/esrf-es-2303733393
title: Phase transformations during heat treatment sequence of a carburized secondary-hardening steel

description: Microstructural evolutions occurring during tempering of carburized secondary-hardening (CSH) steels have been scarcely studied, contrary to low-alloy steels. Aim of this proposal is to perform in situ HEXRD experiments to address the new metallurgical issues raised by CSH steels. The latter are submitted, after carburizing, to a complex sequence of thermal treatments (annealing, austenitization, cyrogenic treatment, triple tempering). High amount of alloying elements induces various populations of carbides, which impact the metallurgical phenomena during the full sequence of treatments: austenite/martensitic transformations, carbide precipitation/dissolution, carbon redistribution and dislocations recovery. These phenomena occur simultaneously and HEXRD experiments have proved effective to track all of them in situ, in a quantitative way and with one-run experiments. Innovative heat treatments to produce and temper nanostructured bainite will also be studied in this proposal.
DOI: 10.15151/esrf-es-2303075054
title: Impact of Individual and Collective Anisotropy of Magnetic Nanoparticles on their Heat Generation Ability under High-Frequency Alternating M

description: We aim to investigate the mechanisms of heat generation in magnetic hyperthermia by analyzing how CoNi nanoparticles (NPs) dissipate energy under an alternating magnetic field (AMF). Our study focuses on two key parameters: collective anisotropy and individual anisotropy of NPs, both of which critically influence frictional heating. To achieve this, CoNi NPs will be embedded in polyethylene glycol (PEG) matrices of varying viscosities to control their dynamics. Using SAXS and XPCS, we will systematically examine (1) collective anisotropy, where pre-aligned NPs form chain-like structures due to strong magnetic interactions, and (2) individual anisotropy, by comparing spherical and dumbbell-shaped NPs to assess the role of shape in energy dissipation. By correlating structural and dynamic measurements with heat generation under AMF, we aim to clarify how these anisotropies impact friction-driven heating, advancing the understanding of magnetic hyperthermia.
DOI: 10.15151/esrf-es-2302395984
title: Dolomite mineralization and crystal structure: Implications for breast and thyroid microcalcifications and disease progression

description: Microcalcifications (MCs), a key feature of breast and thyroid cancer, are calcium deposits that vary in composition. We recently showed in a retrospective study that calcium carbonate is a major component of MCs found in breast precancerous lesions. For the first time, we identified dolomite [CaMg(CO₃)₂] MCs, which were linked to higher malignancy potential and likely formed due to chemical fluctuations in the tumor microenvironment. We aim to investigate the existence of distinct dolomite types in tumor lesions and their association with specific biological microenvironments. Following our recent µXRD and µXRF mapping experiments at beamline ID13 on breast tissues from three patients, we now propose to obtain a broader dataset, incorporating breast and thyroid samples, to further investigate the role of MCs, particularly dolomite, in tumor progression.
DOI: 10.15151/esrf-es-2301224070
title: Dynamic Coherent X-ray Diffraction imaging (CXDI) of Calcium Carbonate growth and precipitation

description: In nature, we observe precipitation and growth mineralisation from liquids as biomineralisation in the form of bones and protective shells and as the geological formations of stalactites and stalagmites. Calcium carbonate (CaCO3) will be used as a model system for these reactions as the reactions are well-documented protocols. Even with decades of research into precipitation and growth pathways, visualisation of these processes remains challenging. In this proposal, we aim to perform in-situ dynamic coherent X-ray diffraction imaging (CXDI) experiments with CaCO3 to image the nucleation and seeded growth using a supersaturated solution within a custom-made microfluidic sample chamber at &lt; 10 nm resolution.
DOI: 10.15468/dl.bpsean
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Breynia androgyna",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 544 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004499-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74798b
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Breynia macrantha",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 214 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004502-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7qbj5
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Breynia oblongifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 932 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004504-260129131611470/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/14694499
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.seysyq
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bridelia exaltata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 135 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004507-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45emu8
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bridelia pervilleana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 464 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004509-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/9e7e-a542
title: "3D Reconstruction of Long Object not Fitted in the Field of View of CT-Scanner using Sparse View Helical Scan Geometry"

description: "Long-object reconstruction under sparse-view helical computed tomography (CT) remains challenging due to truncation artifacts, noise degradation, and contrast loss. This manuscript presents a reconstruction frame work that addresses the instrumentation and measurement challenges associated with long-object imaging in helical CT. The framework emphasizes sparse-view acquisition, and this emphasis reduces scanning time and radiation exposure while preserving measurement efficiency. The study employs the Single-View Multiplicative Algebraic Reconstruction Technique (SvMART) as the core algebraic solver. It adapts for long-object scenarios through an proposed upscaling and downscaling strategy using Long object Reconstruction using Scale Adaption (LORSA). The upscaling operation stabilizes voxel\u2013ray interactions under truncation, while the downscaling operation restores the reconstructed volume to the original resolution. The recon struction process maintains numerical stability under lim ited projections. It supports long-object imaging beyond the scanner FOV. The framework further incorporates a post reconstruction enhancement module using the proposed Long object Reconstruction using Single Iteration (LORSI). It suppresses noise and improves structural clarity without modifying reconstruction geometry. The combined strategy produces improved reconstruction quality using fewer pro jections, thereby supporting efficient long-object imaging under constrained measurement conditions. Quantitative evaluation using the Structural Similarity Index, Jaccard Similarity Coefficient, Hausdorff Distance, and Chamfer Distance are performed. These show consistent improve ments from SvMART TO LORSA i.e., 5.8%, 9%, 8.6%, 7.36%, respectively and SvMART to LORSI are 28.7%, 24.3%, 21.94% and 29.91%, respectively. It increases structural fidelity and boundary accuracy. The proposed framework enables accurate reconstruction using fewer projection views, thereby reducing radiation dose, improv ing scanner efficiency, and extending system lifespan."
DOI: 10.15468/dl.3zwbsp
title: Occurrence Download

description: A dataset containing 1035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecops corvus"
 ]
}

 The dataset includes 1035 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004511-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yzfpa
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chorisandrachne diplosperma",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004512-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwd48c
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cleistanthus cunninghamii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 293 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004515-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18447118
title: MLMGCN-CVD

description: LLM-Driven Multimodal Graph Framework for Sequence-Level Modeling of Gut Microbiome in Cardiovascular Disease
DOI: 10.5281/zenodo.17629525
title: 3D Modeling of Insects for Electromagnetic Simulations

description: This repository provides micro-CT data and CT-derived 3D models of the bumble bee Bombus terrestris used in the study “3D Modeling of Insects for Electromagnetic Simulations.”

It includes:





Reconstructed micro-CT image data of Bombus terrestris




Anatomically realistic STL models derived from the CT scans and used for full-wave electromagnetic (FDTD) simulations



The 3D models represent different levels of geometric refinement and anatomical representation, including homogeneous and heterogeneous configurations (exoskeleton and internal tissue), and were used to evaluate radio-frequency electromagnetic field (RF-EMF) absorption across a wide frequency range, including the 5G mmWave band (26 GHz).The following files are included:



Bombus_Terrestris_3_E.zip: containing the micro CT imaging data

CT Scan Workflow.zip: containing the scripts to generate 3D models from the imaging data in Blender and Python

Insect Animation.zip: An animation of the bumble bee model, used for frame-per-frame determination of its RF absorption under constant exposure and the blender files used to create it.

Insect_Model_Versions.zip: The different insect model versions studied in the paper in Blender format.

preview model.png: Illustration of the model

V3_MIXED_TISSUE.stl: STL file of the V3 model


This dataset was collected as part of the European Union’s Horizon-funded ETAIN (Exposure To electromAgnetic fIelds and plaNetary health) project, which has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101057216.515
DOI: 10.5281/zenodo.17629524
title: 3D Modeling of Insects for Electromagnetic Simulations

description: This repository provides micro-CT data and CT-derived 3D models of the bumble bee Bombus terrestris used in the study “3D Modeling of Insects for Electromagnetic Simulations.”

It includes:





Reconstructed micro-CT image data of Bombus terrestris




Anatomically realistic STL models derived from the CT scans and used for full-wave electromagnetic (FDTD) simulations



The 3D models represent different levels of geometric refinement and anatomical representation, including homogeneous and heterogeneous configurations (exoskeleton and internal tissue), and were used to evaluate radio-frequency electromagnetic field (RF-EMF) absorption across a wide frequency range, including the 5G mmWave band (26 GHz).The following files are included:



Bombus_Terrestris_3_E.zip: containing the micro CT imaging data

CT Scan Workflow.zip: containing the scripts to generate 3D models from the imaging data in Blender and Python

Insect Animation.zip: An animation of the bumble bee model, used for frame-per-frame determination of its RF absorption under constant exposure and the blender files used to create it.

Insect_Model_Versions.zip: The different insect model versions studied in the paper in Blender format.

preview model.png: Illustration of the model

V3_MIXED_TISSUE.stl: STL file of the V3 model


This dataset was collected as part of the European Union’s Horizon-funded ETAIN (Exposure To electromAgnetic fIelds and plaNetary health) project, which has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101057216.515
DOI: 10.5281/zenodo.18447117
title: MLMGCN-CVD

description: LLM-Driven Multimodal Graph Framework for Sequence-Level Modeling of Gut Microbiome in Cardiovascular Disease
DOI: 10.15468/dl.t6sjk8
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discocarpus essequeboensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 212 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004519-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ke8fqw
title: Occurrence Download

description: A dataset containing 47390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (function (name, pos = -1, envir = as.environment(pos), all.names = FALSE, pattern, sorted = TRUE) \n{\n if (!missing(name)) {\n pos &lt;- tryCatch(name, error = function(e) e)\n if (inherits(pos, \"error\")) {\n name &lt;- substitute(name)\n if (!is.character(name)) \n name &lt;- deparse(name)\n warning(gettextf(\"%s converted to character string\", sQuote(name)), domain = NA)\n pos &lt;- name\n }\n }\n all.names &lt;- .Internal(ls(envir, all.names, sorted))\n if (!missing(pattern)) {\n if ((ll &lt;- length(grep(\"[\", pattern, fixed = TRUE))) && ll != length(grep(\"]\", pattern, fixed = TRUE))) {\n if (pattern == \"[\") {\n pattern &lt;- \"\\\\[\"\n warning(\"replaced regular expression pattern '[' by '\\\\\\\\['\")\n }\n else if (length(grep(\"[^\\\\\\\\]\\\\[&lt;-\", pattern))) {\n pattern &lt;- sub(\"\\\\[&lt;-\", \"\\\\\\\\\\\\[&lt;-\", pattern)\n warning(\"replaced '[&lt;-' by '\\\\\\\\[&lt;-' in regular expression pattern\")\n }\n }\n grep(pattern, all.names, value = TRUE)\n }\n else all.names\n}, Bidens pilosa)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47390 records from 788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004518-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25kq3e
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus gerardiana"
 ]
}

 The dataset includes 194 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004521-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxt884
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flueggea leucopyrus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 263 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004523-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pqzfv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flueggea virosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004525-260129131611470/datasets/export for details.
DOI: 10.15468/dl.bcmrx8
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glochidion ferdinandi",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 552 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004529-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcfk2u
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glochidion ramiflorum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 207 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004531-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb7pbh
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heywoodia lucens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 85 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004533-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444997
title: Explainable Mamba-Transformer Hybrid Networks for Multi-Class Dark Web Malware Classification Dataset
DOI: 10.5281/zenodo.18444996
title: Explainable Mamba-Transformer Hybrid Networks for Multi-Class Dark Web Malware Classification Dataset