cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc60yjn
title: CCDC 179661: Experimental Crystal Structure Determination

description: Related Article: C.Z-J.Lin, S.S-Y.Chui, S.M-F.Lo, F.L-Y.Shek, Mingmei Wu, K.Suwinska, J.Lipkowski, I.D.Williams|2002|Chem.Commun.||1642|doi:10.1039/b201501n
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/cc60ylq
title: CCDC 179663: Experimental Crystal Structure Determination

description: Related Article: C.Z-J.Lin, S.S-Y.Chui, S.M-F.Lo, F.L-Y.Shek, Mingmei Wu, K.Suwinska, J.Lipkowski, I.D.Williams|2002|Chem.Commun.||1642|doi:10.1039/b201501n
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: 10.48459/rsw2-8p49
title: Snow depth basal ice Sassendalen 2024
DOI: 10.5281/zenodo.18081127
title: SEM Withered Plant (BSE, 2025-12-29 · Set03) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-29 · Set03) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-29 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 250×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18081126
title: SEM Withered Plant (BSE, 2025-12-29 · Set03) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-29 · Set03) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-29 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 250×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.48459/mf96-zc39
title: Air temperature Werenskioldbreen
DOI: 10.6084/m9.figshare.28573253
title: Data for "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species"

description: This is the dataset for the following publication:Journal: New PhytologistTitle: "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species".Authors: Chris Mutugi Murithi, Jan Pisek, Daniel Schraik, Brian N. Bailey, Jing Liu, Atticus E.L. Stovall, Matheus Boni Vicari, Guang Zheng, Andrew Skidmore
DOI: 10.6084/m9.figshare.28573253.v2
title: Data for "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species"

description: This is the dataset for the following publication:Journal: New PhytologistTitle: "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species".Authors: Chris Mutugi Murithi, Jan Pisek, Daniel Schraik, Brian N. Bailey, Jing Liu, Atticus E.L. Stovall, Matheus Boni Vicari, Guang Zheng, Andrew Skidmore
DOI: 10.6084/m9.figshare.28573253.v1
title: Data for "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species"

description: This is the dataset for the following publication:Journal: New PhytologistTitle: "Intercomparison of methods for estimating leaf inclination angle distribution with terrestrial Lidar for broadleaf tree species".Authors: Chris Mutugi Murithi, Jan Pisek, Daniel Schraik, Brian N. Bailey, Jing Liu, Atticus E.L. Stovall, Matheus Boni Vicari, Guang Zheng, Andrew Skidmore
DOI: 10.6084/m9.figshare.27129813
title: Summary statistic of GWAS for AD-CVD

description: Summary statistics of GWASs of latent factors representing shared genetic liability to three autoimmune diseases (systemic lupus erythematosus, rheumatoid arthritis, and type 1 daibetes) and four cardiovascular diseases (coronary artery disease, heart failure, stroke, and peripheral artery disease) estimated using GenomicSEM.<br>The summary statistics are provided on an "AS-IS" basis, without any type of warranty, expressed or implied, including but not limited to any warranty as to their performance, merchantability, or fitness for any particular purpose.If investigators use these data, any and all consequences are entirely their responsibility. The user agrees that to cite the appropriate publication in any communications or publications arising directly or indirectly from these data by downloading and and using these data.
DOI: 10.6084/m9.figshare.27129813.v1
title: Summary statistic of GWAS for AD-CVD

description: Summary statistics of GWASs of latent factors representing shared genetic liability to three autoimmune diseases (systemic lupus erythematosus, rheumatoid arthritis, and type 1 daibetes) and four cardiovascular diseases (coronary artery disease, heart failure, stroke, and peripheral artery disease) estimated using GenomicSEM.<br>The summary statistics are provided on an "AS-IS" basis, without any type of warranty, expressed or implied, including but not limited to any warranty as to their performance, merchantability, or fitness for any particular purpose.If investigators use these data, any and all consequences are entirely their responsibility. The user agrees that to cite the appropriate publication in any communications or publications arising directly or indirectly from these data by downloading and and using these data.
DOI: 10.5281/zenodo.18076274
title: Example Dataset: Coastal Temperature Measurements (2018–2024)

description: This dataset contains hourly coastal sea-surface temperature measurements from three sensor stations collected between 2018 and 2024. Data are provided as CSV files with accompanying README documentation and quality-control flags.
description: Quality control applied: outlier removal using median absolute deviation and sensor drift correction.
description: Sea-surface temperature was recorded hourly using calibrated thermistor sensors. Data were transmitted via cellular telemetry, aggregated daily, and validated using automated QC rules and manual spot checks.
DOI: 10.5281/zenodo.18084837
title: SEM Withered Plant (BSE Series) — Kikoh Matsuura (Art–Science Archive)

description: Parent (series) record for *SEM Withered Plant (BSE)* by Kikoh Matsuura.  This record serves as the hub for all child datasets in the series.

**Files included:**- A series overview (TXT) documenting scope, naming rules, citation style, and file policy- A machine-readable index (CSV) that will be updated to list child datasets (DOIs, imaging parameters, etc.)

Each child dataset contains raw, uncompressed BMP images (≈10 per set, number varies) acquired with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.  Child records provide detailed READMEs with exact parameters (accelerating voltage, working distance, vacuum, pixel size, field of view, frame time, coating).

This parent provides a stable concept DOI for the entire *SEM Withered Plant (BSE)* series.  Child datasets link back via *IsPartOf*, and this parent enumerates them via *HasPart*.  

*This series visualizes the hidden order and chance in withered plants through SEM-BSE, leaving a unique trace at the boundary between art and science.*
DOI: 10.6084/m9.figshare.30949082
title: AlphaFold-Predicted Chalcone Synthase (CHS) Protein Models from Medicinal Plants

description: This dataset contains AlphaFold-predicted three-dimensional structures of Chalcone Synthase (CHS) enzymes derived from medicinal plant species. The models were used for structural analysis and molecular docking studies as described in the associated manuscript.<br>
DOI: 10.6084/m9.figshare.30949082.v1
title: AlphaFold-Predicted Chalcone Synthase (CHS) Protein Models from Medicinal Plants

description: This dataset contains AlphaFold-predicted three-dimensional structures of Chalcone Synthase (CHS) enzymes derived from medicinal plant species. The models were used for structural analysis and molecular docking studies as described in the associated manuscript.<br>
DOI: 10.13140/rg.2.2.14021.72162
title: Reviewer certificate awarded to Pedro Contreras in recognition of his contribution to three manuscripts in 2025 for the Journal Symmetry - MDPI.
DOI: 10.34808/7t2p-8q35
title: Enriched Time-Series Dataset of Polish Forest Composition (2009-2019)

description: VERSION 1.1
Visualisation files generated using  DOI IDhttps://doi.org/10.34808/p0nz-dv57 
Visualizations (7 PNG files, 2.67 MB, 300 DPI):1. temporal_trends.png (212 KB) - Area/volume trends 2009-20192. diversity_indices.png (429 KB) - 4-panel biodiversity metrics3. age_structure.png (241 KB) - Age distribution4. composition_trends.png (177 KB) - Coniferous vs deciduous5. growth_productivity.png (390 KB) - MAI, CAI, volume/ha6. species_comparison.png (168 KB) - Species distribution (2019)7. comprehensive_dashboard.png (654 KB) - 9-panel overview This dataset contains a Python tool for processing forest inventory data and calculating standard forestry and ecological metrics. The tool reads Excel spreadsheets containing forest inventory data and outputs organized datasets with derived variables. All formulas based on published literature. See code documentation for specific citations. The related dataset https://doi.org/10.34808/jks7-0274   provides the processing tool for users with their own inventory data or custom analysis requirements., whereas this dataset provides processed data for immediate use.
Input processing:

Reads XLSX format inventory file
Standardizes species names to forestry codes
Parses age class categories
Classifies tree types and age categories

Metric calculation:

Biodiversity indices: Shannon Index (H' = -Σ(pi × ln(pi))), Simpson Index (D = 1 - Σ(pi²)), Pielou's Evenness (J' = H'/ln(S)), Species Richness
Age structure: Weighted mean age, age class distribution percentages, coefficient of variation
Composition: Coniferous/deciduous ratios by area and volume, dominant species identification
Growth: Mean Annual Increment (Volume/(Area × Age)), Current Annual Increment (ΔVolume/Area)
Temporal: Year-over-year changes in area and volume

Data provenance tracking:

Tags each derived value with source type
Categories: RAW, RAW_SUMMED, CALCULATED, COUNTED, DETERMINED, ESTIMATED
Generates metadata file explaining categories

Implementation Details:

Language: Python 3.7+
Dependencies: pandas (≥1.3.0), numpy (≥1.21.0), scipy (≥1.7.0), openpyxl (≥3.0.0)
Lines of code: ~680
Processing time: &lt;10 seconds for 1,260 records

Input Requirements:



Excel file (.xlsx) with columns:
Species (text)
Year (integer)
Tree_Type (text)
Category (text, e.g., "Age_41-60")
Volume_m3 (float)
Area_ha (float)



Documentation:



README: Installation, usage, API reference
Usage examples: 16 practical scenarios
Validation report: Detailed test results



Limitations:
- Designed for hierarchical age-class inventory data- Assumes standard forestry category naming conventions- Growth metrics require age class information- MAI calculation depends on age class midpoint estimates
DOI: 10.5281/zenodo.18084553
title: Slip deficit rate files for "New Megathrust Locking Model for the Southern Kurile Subduction Zone Incorporating Viscoelastic Relaxation and Non-Uniform Compliance of Upper Plate"

description: Slip deficit rate files for the following paper:

Itoh, Y., Nishimura, T., Wang, K., & He, J. (2021). New megathrust locking model for the southern Kurile subduction zone incorporating viscoelastic relaxation and non-uniform compliance of upper plate. Journal of Geophysical Research: Solid Earth, 126, e2020JB019981. https://doi.org/10.1029/2020JB019981

See readme.txt for the details.
DOI: 10.5281/zenodo.18084554
title: Slip deficit rate files for "New Megathrust Locking Model for the Southern Kurile Subduction Zone Incorporating Viscoelastic Relaxation and Non-Uniform Compliance of Upper Plate"

description: Slip deficit rate files for the following paper:

Itoh, Y., Nishimura, T., Wang, K., & He, J. (2021). New megathrust locking model for the southern Kurile subduction zone incorporating viscoelastic relaxation and non-uniform compliance of upper plate. Journal of Geophysical Research: Solid Earth, 126, e2020JB019981. https://doi.org/10.1029/2020JB019981

See readme.txt for the details.
DOI: 10.13140/rg.2.2.34154.38080
title: Iraqi Journal for Administrative Sciences ‫اإلدارية‬ ‫للعلوم‬ ‫العراقية‬ ‫المجلة‬ Analyzing the Determinants of Bank Profitability: The impact of Size, Growth, Efficiency, and Financial Structure in Iraq
DOI: 10.15468/dl.eaetez
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Nigeria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysichthys nigrodigitatus",
 "Year 1970-2025"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068406-251120083545085/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/14330642
title: Data Cleaning & Analysis
DOI: 10.13140/rg.2.2.25765.77287
title: Reviewer certificate awarded to Pedro Contreras in recognition of his contribution to four manuscripts in 2025 for the Journal Symmetry - MDPI.
DOI: 10.5281/zenodo.18084399
title: citharinus_gibbosus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18084400
title: citharinus_gibbosus_spades_01.fasta.gz
DOI: 10.57903/uj/r54xss
title: Tracking locality in the time evolution of disordered systems - replication data

description: This dataset contains raw time evolution data for the disordered XXZ model used to produce figures in the paper. Figures are included in PDF format.
DOI: 10.34740/kaggle/dsv/14330704
title: TMDB Top-Rated Movies Dataset for EDA & ML (10K+)
DOI: 10.15468/dl.9j9gk3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coffea",
 "Year 2006-2010"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068408-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m75669
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Moschus moschiferus"
 ]
}

 The dataset includes 57 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068409-251120083545085/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/14330884
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.34740/kaggle/dsv/14330875
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34740/kaggle/dsv/14330891
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.15468/dl.b5pn7m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Alces alces"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ns1g-t172
title: "Multimodal Misinformation Detection"

description: "weibo \uff0c twitter(Mediaevil2015) and Fakeddit(val)"
DOI: 10.15468/dl.njcc3p
title: Occurrence Download

description: A dataset containing 2338178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 2338178 records from 1510 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068403-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccxc51g
title: CCDC 844875: Experimental Crystal Structure Determination

description: Related Article: Zhi-Chao Zhang, Ya-Guang Chen, Qun Tang, Chun-Xia Zhang, Hua-Xin Meng|2014|Synth.React.Inorg.,Met.-Org.,Nano-Met.Chem.|44|434|doi:10.1080/15533174.2013.776591
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.ccxc5xb
title: CCDC 844902: Experimental Crystal Structure Determination

description: Related Article: Jianquan Hong, Wenji Zhai, Likui Wang, Yazhao Wang and Changge Zheng|2016|Z.Anorg.Allg.Chem.|642|1486|doi:10.1002/zaac.201600244
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.ccxc5w9
title: CCDC 844901: Experimental Crystal Structure Determination

description: Related Article: Jianquan Hong, Wenji Zhai, Likui Wang, Yazhao Wang and Changge Zheng|2016|Z.Anorg.Allg.Chem.|642|1486|doi:10.1002/zaac.201600244
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.ccxc5v8
title: CCDC 844900: Experimental Crystal Structure Determination

description: Related Article: Jianquan Hong, Wenji Zhai, Likui Wang, Yazhao Wang and Changge Zheng|2016|Z.Anorg.Allg.Chem.|642|1486|doi:10.1002/zaac.201600244
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/ccxc68q
title: CCDC 844913: Experimental Crystal Structure Determination

description: Related Article: Jiong Wen, E. Carolina Sañudo, Jingyun Hu, Min Chen, Min Hu|2014|Synth.React.Inorg.,Met.-Org.,Nano-Met.Chem.|44|1272|doi:10.1080/15533174.2013.801857
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/ccxc9l4
title: CCDC 845016: Experimental Crystal Structure Determination

description: Related Article: Lianmei Chen,Xiuling Cui,Haitao Cheng,Xiaopei Chen,Maoping Song, Mingsheng Tang,Donghui Wei,Yangjie Wu|2012|Appl.Organomet.Chem.|26|449|doi:10.1002/aoc.2839
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/ccxc9m5
title: CCDC 845017: Experimental Crystal Structure Determination

description: Related Article: Lianmei Chen,Xiuling Cui,Haitao Cheng,Xiaopei Chen,Maoping Song, Mingsheng Tang,Donghui Wei,Yangjie Wu|2012|Appl.Organomet.Chem.|26|449|doi:10.1002/aoc.2839
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/ccxcf3s
title: CCDC 845125: Experimental Crystal Structure Determination

description: Related Article: Fan-Jin Meng,Heng-Qing Jia,Ning-Hai Hu,Jing-Wei Xu|2013|Inorg.Chem.Commun.|28|41|doi:10.1016/j.inoche.2012.11.011
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/ccxcf4t
title: CCDC 845126: Experimental Crystal Structure Determination

description: Related Article: Fan-Jin Meng,Heng-Qing Jia,Ning-Hai Hu,Jing-Wei Xu|2013|Inorg.Chem.Commun.|28|41|doi:10.1016/j.inoche.2012.11.011
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.