cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28433102.v2
title: <b>A relaxation-diffusion MRI dataset of aging mouse brains at 9.4 Tesla</b>

description: <b>Introduction:</b>This dataset contains relaxation-diffusion MRI (rdMRI) data of mouse brains, aimed at investigating age-related microstructural changes. It includes data collected from five different age groups (2, 6, 12, 18 and 24 months old, six per age group) of mice, acquired with five echo times (22, 37, 52, 67 and 82 ms) at 9.4T Bruker MRI and preprocessed using a specialized pipeline. All animal experiments were conducted in accordance with the Institutional Animal Care and Use Committee of Southern Medical University.<b>Contact infomation:</b>Name: Xinyuan ZhangEmail: zhangxyn@smu.edu.cn<b>Primary acquisition parameters：</b><b>·</b>T2-weighted images- Sequence: 2D TurboRARE- TR/TE = 3200/11 ms- Resolution = 0.08 × 0.08 mm²<br><b>·</b>Diffusion-weighted images- Sequence = 2D multi shot DWI SE-EPI- TR = 3200 ms- TEs = 22, 37, 52, 67 and 82 ms- b-value = 500, 1000, 1500, and 2500 s/mm²- directions = 30, 30, 30, 30- b0 images = 6- Resolution = 0.1 × 0.1 mm²<b>Directory Structure:</b>Due to the upload limitations of FigShare, the DICOM formatted raw data has not been uploaded; only the NIfTI formatted raw data is available. If you require the DICOM format, please feel free to contact us.1. | dwi_raw_data/ (contains raw multi-TE diffusion MRI data in NIFTI format, along with the exported MRI protocols (method), b-values (dwi.bval), and b-vectors (dwi.bvec))| 2months/| sub_1| TE=22ms-dwi_raw.dcm-dwi_raw.nii.gz-method(MRI protocols)| TE=37ms| TE=52ms| TE=67ms| TE=82ms| sub_2| sub_3| sub_4| sub_5| sub_6| 6months/| 12months/| 18months/| 24months/2. | dwipreproc_data/ (contains the preprocessed diffusion MRI data in NIfTI format (dwipreproc.nii.gz) and the brain mask (mask.nii.gz))| 2months/| sub_1| TE=22ms-dwipreproc.nii.gz-mask.nii.gz| TE=37ms| TE=52ms| TE=67ms| TE=82ms| sub_2| sub_3| sub_4| sub_5| sub_6| 6months/| 12months/| 18months/| 24months/3. | REDIM/ (contains relaxation-regressed diffusion data in NIfTI format (wl_RelaxRegressed_dwi.nii.gz), along with derived metrics and results)| 2months/| sub_1-wl_RelaxRegressed_dwi.nii.gz (relaxation-regressed diffusion signal)-wl_r.nii.gz (relaxation rate)-DTI metrics (AD.nii, RD.nii, MD.nii, FA.nii)-NODDI metrics (file "NODDI")-ANTs registration results "wl_b0_***"-FOD data| sub_2| sub_3| sub_4| sub_5| sub_6| 6months/| 12months/| 18months/| 24months/4. | T2_TurboRARE_data/ (contains T2-weighted anatomical images in DICOM format (T2w.dcm).)| 2months/| sub_1-T2w.dcm| sub_2| sub_3| sub_4| sub_5| sub_6| 6months/| 12months/| 18months/| 24months/5. README6. dwi_grad.txt (dwi_raw_126directions (6 b0 images))7. REDIM_grad.txt (relaxation-regressed diffusion signal 121directions (1 b0 images))8. AMBA_structural_lable.nii9. AMBA_Template_lable.nii10. REDIM_code_mice/zhangxyn@smu.edu.cnzhangxyn@smu.edu.cn11. REDIM_scripts_mice/<b>Code and scripts:</b>The REDIM method code can be found in the folder . The processing scripts are organized in the folder and include , , , ,
DOI: 10.17632/pc534rgswf.1
title: MicroED, X-ray powder diffraction and optical microscopy raw data

description: MicroED data, X-ray powder diffraction data and optical microscopy data corresponding to the paper "Amorphous quininium aspirinate from neat mechanochemistry: Diffracting nanocrystalline domains and quick recrystallization upon exposure to solvent vapours".
DOI: 10.5281/zenodo.15580070
title: Tendencies in Research on Attitudes towards Learning Mathematics: a Bibliometric Analysis (1970-2024)

description: Dataset downloaded from the Scopus database using Attitudes and Mathematics as keywords on September 26, 2024
DOI: 10.5281/zenodo.15580071
title: Tendencies in Research on Attitudes towards Learning Mathematics: a Bibliometric Analysis (1970-2024)

description: Dataset downloaded from the Scopus database using Attitudes and Mathematics as keywords on September 26, 2024
DOI: 10.25919/86wd-8z38
title: Parkes observations for project PX500 semester 2025APRS_17

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.25959/fck8-x216
title: Decadal changes in California’s temperate mesophotic reef invertebrate community through the 2014-2016 Northeast Pacific marine heatwave

description: This repository contains R scripts and datasets used for the analysis presented in "Decadal changes in California’s temperate mesophotic reef invertebrate community through the 2014-2016 Northeast Pacific marine heatwave". The code includes workflows for data processing, interpolation, and visualisation of bottom temperature climatology and anomalies. All analyses were conducted in R (version 2.2.2) to ensure full reproducibility.

Biological data are derived from remotely operated vehicle (ROV) surveys conducted by the California Department of Fish and Wildlife (CDFW) and Marine Applied Research and Exploration (MARE) between 2005 and 2021. Surveys targeted marine protected areas (MPAs) and adjacent reference sites, following a standardised protocol for long-term monitoring. Sites were selected based on survey coverage across three periods: pre-2014, during the 2014–2016 marine heatwave (MHW), and post-2016.

Environmental data include NOAA OI SST V2 High Resolution Dataset (NOAA PSL) and monthly mean seawater potential temperature from the GLORYS12V1 product (Copernicus Marine Service).
DOI: 10.18739/a20r9m56r
title: Seasonal soil active layer measurements from a Circumpolar Active Layer Monitoring (CALM) project for site 'Sagwon Hills MNT' (U32 A), Alaska North Slope, United States (Alaska)

description: This site is registered with the Circumpolar Active Layer Monitoring (CALM) program. It is one among a network of sites that represent a coordinated effort to standardize the collection and access to thaw measurements in representative undisturbed permafrost landscapes. This dataset contains long-term spatial thaw depth observations using mechanical probing on dates indicated by file column headers. To ensure relative consistency within the record, end-of-season measurement dates are within the same Julian calendar week during the height of the thaw season (mid-August to mid-September). It is important to note that the date of maximum annual thaw, interpreted as the active layer thickness, can vary from year to year and between sites.
DOI: 10.15468/dl.fzqtny
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanoloxia cyanoides (Lafresnaye, 1847))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016451-250525065834625/datasets/export for details.
DOI: 10.18739/a2w08wj1p
title: Seasonal soil active layer measurements from a Circumpolar Active Layer Monitoring (CALM) project for site 'Sagwon Hills MNT' (U32 A), Alaska North Slope, United States, Alaska, 1995-2023

description: This site is registered with the Circumpolar Active Layer Monitoring (CALM) program. It is one among a network of sites that represent a coordinated effort to standardize the collection and access to thaw measurements in representative undisturbed permafrost landscapes. This dataset contains long-term spatial thaw depth observations using mechanical probing on dates indicated by file column headers. To ensure relative consistency within the record, end-of-season measurement dates are within the same Julian calendar week during the height of the thaw season (mid-August to mid-September). It is important to note that the date of maximum annual thaw, interpreted as the active layer thickness, can vary from year to year and between sites.
DOI: 10.15468/dl.q8pwqg
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weigela florida",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 50 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049689-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qx67v8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weigela florida",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049690-250811113504898/datasets/export for details.
DOI: 10.15468/dl.w6bmtw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weigela florida",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049688-250811113504898/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2m34qm
title: CCDC 2416100: Experimental Crystal Structure Determination

description: Related Article: Shreyasi Banik, Vikas D. Ghule, Srinivas Dharavath|2025|J.Mater.Chem.A|13|11286|doi:10.1039/D5TA00790A
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.cc2m34rn
title: CCDC 2416101: Experimental Crystal Structure Determination

description: Related Article: Shreyasi Banik, Vikas D. Ghule, Srinivas Dharavath|2025|J.Mater.Chem.A|13|11286|doi:10.1039/D5TA00790A
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.cc2mk2dp
title: CCDC 2429482: Experimental Crystal Structure Determination

description: Related Article: Renbo Fang, Di Zhang, Jing Dong, Yeqin Feng, Chengpeng Liu, Liaoyuan Yao, Yingnan Chi, Changwen Hu|2025|Chem.Commun.|61|6182|doi:10.1039/D5CC01376C
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.sudr54
title: Occurrence Download

description: A dataset containing 605 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium ligustrinum"
 ]
}

 The dataset includes 605 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005626-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r33ngs
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnestis palala",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 108 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005627-260129131611470/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.31224469
title: <b>Data of</b> <b>Suberin barrier architecture and composition reveal the secrets of low cadmium accumulation in </b><b><i>Salvia miltiorrhiza </i></b><b>Bunge</b>

description: The Item is the data for the paper '<b>Suberin barrier architecture and composition reveal the secrets of low cadmium accumulation in </b><b><i>Salvia miltiorrhiza </i></b><b>Bunge</b>'.
DOI: 10.6084/m9.figshare.31224469.v1
title: <b>Data of</b> <b>Suberin barrier architecture and composition reveal the secrets of low cadmium accumulation in </b><b><i>Salvia miltiorrhiza </i></b><b>Bunge</b>

description: The Item is the data for the paper '<b>Suberin barrier architecture and composition reveal the secrets of low cadmium accumulation in </b><b><i>Salvia miltiorrhiza </i></b><b>Bunge</b>'.
DOI: 10.15468/dl.s8q72n
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnestis uncata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 80 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005630-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayrgvy
title: Occurrence Download

description: A dataset containing 1878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.33.32_1, USA.33.44_1, USA.33.3_1, USA.33.24_1, USA.33.42_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2000-2009"
 ]
}

 The dataset includes 1878 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005629-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dns8ye
title: Occurrence Download

description: A dataset containing 46743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.33.32_1, USA.33.44_1, USA.33.3_1, USA.33.24_1, USA.33.42_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2000-2020"
 ]
}

 The dataset includes 46743 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005631-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26021/canterburynz.28827644
title: CAMELS-NZ: Hydrometeorological time series and landscape attributes for New Zealand

description: To support comparative hydrology and climate impact research, we present a large-sample dataset with hourly streamflow and hydrometeorological data from 369 catchments across Aotearoa New Zealand. It includes detailed catchment attributes and represents diverse hydrological regimes. This open-access resource enables model evaluation and international comparisons and helps fill a key regional gap in global hydrological data.
DOI: 10.26021/canterburynz.28827644.v2
title: CAMELS-NZ: Hydrometeorological time series and landscape attributes for New Zealand

description: To support comparative hydrology and climate impact research, we present a large-sample dataset with hourly streamflow and hydrometeorological data from 369 catchments across Aotearoa New Zealand. It includes detailed catchment attributes and represents diverse hydrological regimes. This open-access resource enables model evaluation and international comparisons and helps fill a key regional gap in global hydrological data.
DOI: 10.26021/canterburynz.28827644.v3
title: CAMELS-NZ: Hydrometeorological time series and landscape attributes for New Zealand

description: To support comparative hydrology and climate impact research, we present a large-sample dataset with hourly streamflow and hydrometeorological data from 369 catchments across Aotearoa New Zealand. It includes detailed catchment attributes and represents diverse hydrological regimes. This open-access resource enables model evaluation and international comparisons and helps fill a key regional gap in global hydrological data.
DOI: 10.15468/dl.tj2m42
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Connarus africanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 281 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005633-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uy7jxn
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is one of (Trichomanes guidoi, Serpocaulon wagneri, Saccoloma nigrescens, Pterozonium reniforme, Pteris praealta, Pteris pearcei, Polybotrya glandulosa, Polybotrya crassirhizoma, Pilularia americana, Pecluma imbeana, Pecluma hoehnei, Myriopteris myriophylla, Mycopteris steyermarkii, Megalastrum adenopteris, Lytoneuron bradei, Lindsaea rigidiuscula, Lindsaea meifolia, Lindsaea javitensis, Lindsaea hemiptera, Lindsaea filipendula, Hypolepis miodelii, Hypolepis guianensis, Hymenophyllum trichomanoides, Hymenophyllum trapezoidale, Hymenophyllum prionema, Goniopteris multigemmifera, Elaphoglossum riparium, Elaphoglossum praetermissum, Elaphoglossum polyblepharum, Elaphoglossum nanuzae, Elaphoglossum muscosum, Elaphoglossum matogrossense, Elaphoglossum lindenii, Elaphoglossum beckeri, Elaphoglossum angustum, Doryopteris cyclophylla, Doryopteris conformis, Doryopteris apparicioi, Diplazium mickelii, Diplazium aberrans, Danaea arbuscula, Cystopteris ulei, Cyclodium calophyllum, Cyathea platylepis, Cyathea dejecta, Ctenitis flexuosa, Ctenitis abyssi, Ceradenia jungermannioides, Campyloneurum chlorolepis, Asplenium zamiifolium, Asplenium escaleroense, Asplenium dissectum, Asplenium badinii, Anemia eriodes, Anemia dardanoi, Amauropelta podotricha, Alansmia lanigera, Alansmia bradeana, Adiantopsis timida)"
 ]
}

 The dataset includes 580 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005632-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdwvng
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhinolekos britskii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024920-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18410857
title: Global_CC&FS_researchers_mobility

description: This Zenodo record provides the processed data and scripts used to support the analyses and generate the figures for the associated manuscript.

Contents





Data/: processed (derived) datasets used in the main analyses.




Scripts/: scripts for data processing, analysis, and figure generation.



How to reproduce



Download and extract the archive.



Create the computing environment.


Run scripts in Scripts/.



Expected outputs: figures corresponding to the main and supplementary figures reported in the manuscript.
DOI: 10.5281/zenodo.18410858
title: Global_CC&FS_researchers_mobility

description: This Zenodo record provides the processed data and scripts used to support the analyses and generate the figures for the associated manuscript.

Contents





Data/: processed (derived) datasets used in the main analyses.




Scripts/: scripts for data processing, analysis, and figure generation.



How to reproduce



Download and extract the archive.



Create the computing environment.


Run scripts in Scripts/.



Expected outputs: figures corresponding to the main and supplementary figures reported in the manuscript.
DOI: 10.15468/dl.j65kmh
title: Occurrence Download

description: A dataset containing 214377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Oceanites oceanicus, Oceanites oceanicus oceanicus, Oceanites oceanicus exasperatus, Oceanites oceanicus chilensis)"
 ]
}

 The dataset includes 214377 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003113-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdh7cq
title: Occurrence Download

description: A dataset containing 1880 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Empetrum rubrum"
 ]
}

 The dataset includes 1880 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003181-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uys4eg
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cocconerion balansae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003180-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pvmek
title: Occurrence Download

description: A dataset containing 23730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burmanniaceae"
 ]
}

 The dataset includes 23730 records from 533 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003179-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.