cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15151/esrf-es-2243040734
title: Coupling µXRD/µXRF/µXAS measurements for a detailed study of light rare earth element speciation in complex mining and industrial wastes.

description: Driven by the world's growing population and rapid economic growth, the pressure on natural resources is exponentially increasing. It is the case for critical metals, including Rare Earth Elements (REEs), that are the heart of a number of strategic technologies for the environmental transition. In the context of a circular economy, the exploitation of secondary resources such as complex mining and industrial wastes for the production of REEs seems to be a viable solution, but it requires a fine characterization of the materials, including metal speciation, in order to identify their potential and explore new metallurgical systems based on selectivity. We propose here to specifically investigate the microscale speciation of light REEs (La, Ce, Pr, Nd), in various mining and industrial waste materials, by coupling µXRD measurement (ID13) to µXRF/µXAS (ID21).
DOI: 10.15151/esrf-es-2264619673
title: Characterization of minimum material requirements for high-speed X-ray diffraction microscopy of operating Surface Acoustic Waves (SAW) devi

description: Exploiting X-ray diffraction microscopy (XDM), this proposal aims at extending our physical description of the wave behavior in a Surface Acoustic Wave (SAW) device. The expected comprehensive description will contribute to improve the understanding of the interaction between the acoustic waves in the piezoelectric material and in the substrate. This in turn will help develop new sensors as well as low loss resonators and filters for the next generation of telecommunication standards. This proposal builds upon the lessons learnt from the beamtime related to proposal ME-1648 and the in-house experiment BLC 15862 for thorough characterization of required material parameters which allow real-time imaging of SAWs at ID01
DOI: 10.15151/esrf-es-2261982640
title: Characterizing the chemical and structural changes in the Interface Between De-Remineralized Dentin and Calcium-Releasing Restorative Materi

description: Dentin, the most abundant mineralized tissue in the human tooth, plays a crucial role in the overall mechanical performance and function of teeth however, can be damaged by demineralization as part of tooth ‘decay’. Successful repair requires recreating the precise spatial organization of mineral components, scaffold structures, and the soluble matrix. In this study we explore the outcomes of a novel demineralizing dental filling material, now in phase one clinical trials, by studying whether dentin can be repaired in terms of its structural organization. We anticipate that the combination of 2D microdiffraction measurements and XANES micro-spectroscopy analysis at the Ca k-edge will offer valuable insights into the characterization and speciation of the hierarchical nano- and micro-structure of both the demineralized lesion (damaged tissue) and the interface between the novel restorative material and the affected dentin.
DOI: 10.15151/esrf-es-2261323176
title: Compounds for magnetocaloric hydrogen liquefaction

description: We want to investigate the low-temperature crystal structure of compounds with a potential for magnetocaloric hydrogen liquefaction. The experiment is two-fold, where half of the experiment is to investigate HRE1-xVO3 (HRE = Ho, Dy, Er; 0≤x≤0.1) compounds and how the choice of HRE and A-site vacancies influence crystal structure, structural phase transitions, and their refrigerant properties. The second half is to investigate HRE1-xLRExMn2 (HRE = Gd, Dy; LRE= Pr, Nd; x = 0.25, 0.50) Laves compounds, which undergo a cubic to hexagonal phase transition upon heat treatment. Therefore, we want to confirm that the phase transition is not reversible at cryogenic temperatures. The results will provide insights into structure-property relationships, guiding the development of efficient magnetocaloric materials for hydrogen liquefaction.
DOI: 10.15151/esrf-es-2290410954
title: Anisotropic propagation of the ultrafast Mott insulator-to-metal phase transition in single crystal of V2O3 with tailored shape

description: This proposal aims at deepening our understanding of strain wave propagation during ultrafast photo-induced phase transitions in volume changing materials. We will study single crystals with shape tailored using using Focused Ion Beam technology. We will employ ultrafast light pulses and X-ray diffraction to analyze the effects of domains orientation on photo-induced IMT efficiency and time scale in single crystal of V2O3. Monoclinic distorsion and domains structure in the low symmetry insulating phase will also be studied carefully as a fonction of temperature. Results will help to understand better structural mechanism underlying IMT phase transition in Mott materials, and help to design new materials optimized for ultrafast and efficient switching.
DOI: 10.15468/dl.5kqpbj
title: Occurrence Download

description: A dataset containing 1862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ratufa bicolor",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1862 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036672-251120083545085/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-2274350222
title: CECOMEC project: characterization of double doped ceria with a lanthanide and a transition metal

description: Doped ceria materials find potential application in a range of fields such as electrolytes for solid oxide fuel cells and oxygen storage materials. The doping in these materials with aliovalent ions leads to the formation of Oxygen vacancies within the ceria lattice, improving ionic transport properties of doped CeO2-δ compounds. These materials have also been reported to be capable to form metallic nanoparticles on the surface of their grains acting as catalytic sites for electrochemical reactions. The project aims to systematically study a series of co-doped ceria materials, where the doping will involve always a Lanthanide and a Transition Metal. The synergistic effect on the structure and defect chemistry of the two dopants will be investigated. XAS analysis will be applied to characterize oxidation state and local environment in systems where the Lanthanide dopant will be either Samarium or Neodymium, and the Transition metal will be changed with a metal among Co, Ni, Cu.
DOI: 10.5281/zenodo.17852483
title: Global Ocean Methane Seepage Flux Based on Submarine Observation of South China Sea Combine with Machine Learning

description: Data for article “Global Ocean Methane Seepage Flux Based on Submarine Observation of South China Sea Combine with Machine Learning”

Marine methane seepage represents a critical component of the global carbon-water cycle, yet existing studies face persistent challenges: scarcity of long-term continuous monitoring data, difficulty in capturing the complex interactions of multiple environmental factors, and limited scalability from local observations to global estimates. 

This research addresses these gaps through three major innovations. 

First, we pioneer the application of machine learning with SHAP analysis in marine methane seepage prediction, achieving exceptional model accuracy (R² > 0.95) while ensuring model transparency and interpretability. 

Second, our study systematically identifies key environmental sensitivity factors controlling seepage dynamics from seafloor sedimentary layers to the seawater interface, revealing that pressure dominates high-intensity seepage events (61% contribution) with distinct tidal periodicity. 

Third, we provide robust quantitative estimates of methane flux at both regional (South China Sea: 0.964 ± 0.482 Tg CH₄/year) and global scales (11.465±0.382 ~ 49.613±1.394 Tg CH₄/year), global ocean methane seepage flux is significantly underestimated (beforehand 6-12 Tg CH₄/year).
DOI: 10.5281/zenodo.17852484
title: Global Ocean Methane Seepage Flux Based on Submarine Observation of South China Sea Combine with Machine Learning

description: Data for article “Global Ocean Methane Seepage Flux Based on Submarine Observation of South China Sea Combine with Machine Learning”

Marine methane seepage represents a critical component of the global carbon-water cycle, yet existing studies face persistent challenges: scarcity of long-term continuous monitoring data, difficulty in capturing the complex interactions of multiple environmental factors, and limited scalability from local observations to global estimates. 

This research addresses these gaps through three major innovations. 

First, we pioneer the application of machine learning with SHAP analysis in marine methane seepage prediction, achieving exceptional model accuracy (R² > 0.95) while ensuring model transparency and interpretability. 

Second, our study systematically identifies key environmental sensitivity factors controlling seepage dynamics from seafloor sedimentary layers to the seawater interface, revealing that pressure dominates high-intensity seepage events (61% contribution) with distinct tidal periodicity. 

Third, we provide robust quantitative estimates of methane flux at both regional (South China Sea: 0.964 ± 0.482 Tg CH₄/year) and global scales (11.465±0.382 ~ 49.613±1.394 Tg CH₄/year), global ocean methane seepage flux is significantly underestimated (beforehand 6-12 Tg CH₄/year).
DOI: 10.15468/dl.upqqzc
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amana edulis",
 "Year 2009-2025"
 ]
}

 The dataset includes 755 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036673-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edkgba
title: Occurrence Download

description: A dataset containing 3821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum erubescens, Viburnum chingii, Viburnum chinshanense, Viburnum cinnamomifolium, Viburnum congestum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3821 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036674-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8qnuk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricidea aberrans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036675-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjt8r9
title: Occurrence Download

description: A dataset containing 862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ratufa macroura",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 862 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036676-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17852600
title: Breast Cancer Dynamics in Indonesia: Model Parameters, Assumptions, and Initial Conditions for Modified SEIR Simulation

description: This dataset contains the complete set of parameters, assumptions, initial conditions, and supporting notes used to develop a modified SEIR model aimed at estimating the burden of breast cancer in Indonesia. The model adapts classical SEIR epidemiological structures by redefining compartments to represent cancer progression states, including Susceptible (S), Preclinical (P), Clinical (C), Treatment (T), Remission (R), and Death (D).

The dataset includes:





Mathematical parameters (β, γ, δ, α, μ, ρ, θ) derived from national statistics, WHO reports, scientific publications, and logical assumptions where official data are unavailable.




Calculation steps referencing incidence rates, mortality rates, remission probabilities, recurrence rates, and treatment transitions.




Initial population values for each compartment (S₀, C₀, T₀, R₀, D₀).




Notes on limitations regarding Indonesian cancer data availability and harmonization challenges across sources.



This dataset supports reproducibility of the simulation presented in the related research manuscript and may be reused for further modelling of cancer epidemiology, health policy planning, and computational experimentation.

Dataset is provided in transparent form to improve model verifiability, encourage open scientific collaboration, and strengthen evidence-based cancer surveillance and decision support in Indonesia.
DOI: 10.5281/zenodo.17852601
title: Breast Cancer Dynamics in Indonesia: Model Parameters, Assumptions, and Initial Conditions for Modified SEIR Simulation

description: This dataset contains the complete set of parameters, assumptions, initial conditions, and supporting notes used to develop a modified SEIR model aimed at estimating the burden of breast cancer in Indonesia. The model adapts classical SEIR epidemiological structures by redefining compartments to represent cancer progression states, including Susceptible (S), Preclinical (P), Clinical (C), Treatment (T), Remission (R), and Death (D).

The dataset includes:





Mathematical parameters (β, γ, δ, α, μ, ρ, θ) derived from national statistics, WHO reports, scientific publications, and logical assumptions where official data are unavailable.




Calculation steps referencing incidence rates, mortality rates, remission probabilities, recurrence rates, and treatment transitions.




Initial population values for each compartment (S₀, C₀, T₀, R₀, D₀).




Notes on limitations regarding Indonesian cancer data availability and harmonization challenges across sources.



This dataset supports reproducibility of the simulation presented in the related research manuscript and may be reused for further modelling of cancer epidemiology, health policy planning, and computational experimentation.

Dataset is provided in transparent form to improve model verifiability, encourage open scientific collaboration, and strengthen evidence-based cancer surveillance and decision support in Indonesia.
DOI: 10.15468/dl.qjpvmt
title: Occurrence Download

description: A dataset containing 1657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricidea abranchiata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1657 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036679-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urwavh
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon asupak"
 ]
}

 The dataset includes 104 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036680-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.keaane
title: Occurrence Download

description: A dataset containing 23348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum corymbiflorum, Viburnum cylindricum, Viburnum davidi, Viburnum dilatatum, Viburnum erosum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23348 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036678-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awwzcv
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Redunca fulvorufula",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 494 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036682-251120083545085/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.30818345
title: The Elevated Dissolved Inorganic Carbon Concentration Enhances the Formation of Autochthonous Recalcitrant Dissolved Organic Carbon in Karst Aquatic Systems

description: 用于分析和绘图的研究报告中的水化学和荧光参数
DOI: 10.6084/m9.figshare.30818345.v1
title: The Elevated Dissolved Inorganic Carbon Concentration Enhances the Formation of Autochthonous Recalcitrant Dissolved Organic Carbon in Karst Aquatic Systems

description: 用于分析和绘图的研究报告中的水化学和荧光参数
DOI: 10.15468/dl.43mgjx
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricidea annae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036683-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uahdd7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reithrodontomys bakeri",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036684-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nj6ga
title: Occurrence Download

description: A dataset containing 6809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum farreri, Viburnum foetidum, Viburnum fordiae, Viburnum formosanum, Viburnum glomeratum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6809 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k7yhp
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Ateles hybridus",
 "Year 2015-2015"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036686-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2pdmk9
title: CCDC 2484791: Experimental Crystal Structure Determination

description: Related Article: Shubham Bisht|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2pdmlb
title: CCDC 2484792: Experimental Crystal Structure Determination

description: Related Article: Shubham Bisht|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qc6cp
title: CCDC 2513212: Experimental Crystal Structure Determination

description: Related Article: Yibo Shen|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2p988k
title: CCDC 2481558: Experimental Crystal Structure Determination

description: Related Article: hongxiang zhou|2025|CSD Communication|||
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.5kxeur
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon asupak"
 ]
}

 The dataset includes 104 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036688-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv8xzc
title: Occurrence Download

description: A dataset containing 1008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricidea hartmani",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1008 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036689-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8kpjq
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reithrodontomys hirsutus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036691-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25vck7
title: Occurrence Download

description: A dataset containing 1501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viburnum henryi, Viburnum inopinatum, Viburnum leiocarpum, Viburnum longipedunculatum, Viburnum lutescens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1501 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036692-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17844980
title: Data for "Enhancing Optically Induced Intersite Spin Transfer Through Magnetic Interface Engineering"
DOI: 10.5281/zenodo.17844981
title: Data for "Enhancing Optically Induced Intersite Spin Transfer Through Magnetic Interface Engineering"