cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jm378tjnrt.1
title: Preprocessed Image Dataset of Indian Tea Leaves for Plant Disease Recognition: Helopeltis and Red Spider based

description: Present dataset contains a curated and preprocessed dataset of images of Indian tea leaves developed to facilitate research work in the field of plant disease recognition and automated classification using computer vision and machine learning techniques. The current dataset is dedicated to two important diseases of tea plants, i.e. Helopeltis infection and Red Spider and the healthy tea leaves, which constitute a three class classification problem under real field conditions. The dataset contains RGB images of the tea leaves from Indian regions of tea growing. Images were shot under natural light and background variations in order to maintain the complexity that occurs in the real world and between leaves in terms of leaf orientations, textures, and surface appearance. To improve the robustness and usability of deep learning models, extensive image preprocessing procedures were implemented and, as a result, several transformed versions of the original images were obtained. Three different classes are represented in the dataset: healthy tea leaves which have no known symptoms, tea leaves infested by Helopeltis with evident signs of puncture marks and localised necrotic areas, and tea leaves infested by Red Spider Mite with signs of bronzing, discoloration and surface degradation. Each class is stored as its own directory to enable the easy loading and labeling of models to be trained on the data.
A total of ten preprocessing techniques were implemented on each of the original images to produce a variety of feature representations. These include conversing the image to grayscale, converting the image to binary, Gaussian blurring with kernel sizes of 3x3, 5x5, 7x7, and 9x9, adding Gaussian noise with intensities of 2% and 4%, and rotating the images with an angle of +15deg and -15deg. The inclusion of multiple preprocessing variants means that the influence of noise, texture, intensity and geometrical transformation on disease recognition performance can be studied. All of the images are standard formatted and arranged to ensure consistency between experiments. The dataset can be used for starting tasks such as image classification, impact analysis of preprocessing, feature extraction comparison and benchmarking of deep learning architectures. By providing both original visual features and a variety of preprocessed features, the dataset is favourable for the establishment of robust and generalizable models for plant disease detection. This dataset is published for academic and research purposes and is intended to contribute on precision agriculture, smart farming system/sustainable tea crop management based on data-driven disease diagnosis contribution.
DOI: 10.17632/w8b9f9xpg5
title: Supplemental material

description: Supplemental material for article "Region-Specific Molecular Signatures of Yak Milk Unraveled by Integrated Lipidomic and Metabolomic Profiling"
DOI: 10.17632/w8b9f9xpg5.1
title: Supplemental material

description: Supplemental material for article "Region-Specific Molecular Signatures of Yak Milk Unraveled by Integrated Lipidomic and Metabolomic Profiling"
DOI: 10.5517/ccdc.csd.cc2ppqrw
title: CCDC 2493539: Experimental Crystal Structure Determination

description: Related Article: Joanna Urbańczyk, Aidan P. McKay, David B. Cordes, Tomas Lebl, Miles H. Aukland, Allan J. B. Watson|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c04971
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.cc2ppqsx
title: CCDC 2493540: Experimental Crystal Structure Determination

description: Related Article: Joanna Urbańczyk, Aidan P. McKay, David B. Cordes, Tomas Lebl, Miles H. Aukland, Allan J. B. Watson|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c04971
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.cc2ppqty
title: CCDC 2493541: Experimental Crystal Structure Determination

description: Related Article: Joanna Urbańczyk, Aidan P. McKay, David B. Cordes, Tomas Lebl, Miles H. Aukland, Allan J. B. Watson|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c04971
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.cc2psf0y
title: CCDC 2496120: Experimental Crystal Structure Determination

description: Related Article: Wei Sun, Xue-Song Peng, Guo-Yin Sun, Juan Liao, Lei Yang, Yan-Ping Zhang, Jian-Qiang Zhao, Ming-Qiang Zhou, Wei-Cheng Yuan|2026|Org.Chem.Front.|||doi:10.1039/d5qo01724f
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.cc2pvq6h
title: CCDC 2498327: Experimental Crystal Structure Determination

description: Related Article: Lijuan Gao, Guochao Li, Gang Xu, Shihang Xu, Shanhe Li, Juzheng Zhang, Zhenlei Zhang, Hong Liang, Feng Yang|2026|J.Med.Chem.|||doi:10.1021/acs.jmedchem.5c01882
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: 10.17632/ckwrdm8j5z
title: Clinical reports and microbiological patterns of necrotizing fasciitis in patients with eczematous dermatoses

description: This dataset summarizes published case reports of necrotizing fasciitis occurring in patients with eczematous dermatoses. Extracted variables include demographics, underlying dermatologic condition, microbiological findings, anatomical location, severity markers (LRINEC score and presence of sepsis at presentation), treatment, and clinical outcomes. The dataset is provided to support the clinical and microbiological interpretation of a reported case of necrotizing fasciitis arising in chronic hand eczema.
DOI: 10.5517/ccdc.csd.cc2pvqcn
title: CCDC 2498332: Experimental Crystal Structure Determination

description: Related Article: Lijuan Gao, Guochao Li, Gang Xu, Shihang Xu, Shanhe Li, Juzheng Zhang, Zhenlei Zhang, Hong Liang, Feng Yang|2026|J.Med.Chem.|||doi:10.1021/acs.jmedchem.5c01882
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.cc2pw7g9
title: CCDC 2498831: Experimental Crystal Structure Determination

description: Related Article: Yuchi Zhao, Yanxin Gu, Li Li, Zhonglin Tao|2026|Adv.Synth.Catal.|368|e70297|doi:10.1002/adsc.70297
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: 10.17632/ckwrdm8j5z.1
title: Clinical reports and microbiological patterns of necrotizing fasciitis in patients with eczematous dermatoses

description: This dataset summarizes published case reports of necrotizing fasciitis occurring in patients with eczematous dermatoses. Extracted variables include demographics, underlying dermatologic condition, microbiological findings, anatomical location, severity markers (LRINEC score and presence of sepsis at presentation), treatment, and clinical outcomes. The dataset is provided to support the clinical and microbiological interpretation of a reported case of necrotizing fasciitis arising in chronic hand eczema.
DOI: 10.5517/ccdc.csd.cc2pw7hb
title: CCDC 2498832: Experimental Crystal Structure Determination

description: Related Article: Yuchi Zhao, Yanxin Gu, Li Li, Zhonglin Tao|2026|Adv.Synth.Catal.|368|e70297|doi:10.1002/adsc.70297
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.cc2px4wn
title: CCDC 2499712: Experimental Crystal Structure Determination

description: Related Article: Rekha Bai, Wan-Lin Cheng, Chun-Yu Peng, Yu-Hao Chen, Pin-Han Wang, Chin-Fa Lee|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00146
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.cc2pylw4
title: CCDC 2501107: Experimental Crystal Structure Determination

description: Related Article: Zhi-Feng Wu, Qing-Song Yang, You-Song Ding, and Zhiping Zheng|2025|Inorganics|13|413|doi:10.3390/inorganics13120413
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.cc2pylx5
title: CCDC 2501108: Experimental Crystal Structure Determination

description: Related Article: Zhi-Feng Wu, Qing-Song Yang, You-Song Ding, and Zhiping Zheng|2025|Inorganics|13|413|doi:10.3390/inorganics13120413
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.cc2pyly6
title: CCDC 2501109: Experimental Crystal Structure Determination

description: Related Article: Zhi-Feng Wu, Qing-Song Yang, You-Song Ding, and Zhiping Zheng|2025|Inorganics|13|413|doi:10.3390/inorganics13120413
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.cc2pylz7
title: CCDC 2501110: Experimental Crystal Structure Determination

description: Related Article: Zhi-Feng Wu, Qing-Song Yang, You-Song Ding, and Zhiping Zheng|2025|Inorganics|13|413|doi:10.3390/inorganics13120413
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.cc2pym09
title: CCDC 2501111: Experimental Crystal Structure Determination

description: Related Article: Zhi-Feng Wu, Qing-Song Yang, You-Song Ding, and Zhiping Zheng|2025|Inorganics|13|413|doi:10.3390/inorganics13120413
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: 10.17632/j7tgdn4fzm
title: TABLE S1: Cd(Re) CORRELATION DATA (SUPPLEMENTARY)

description: This dataset supports the development and validation of a unified micro–meso–macro modeling framework for high-bandwidth electrohydraulic actuation. It includes CFD-simulated discharge coefficient (Cd) values across 112 Reynolds number cases (Re = 100–5000), experimentally validated frequency response data (magnitude and phase up to 800 Hz), closed-loop bandwidth measurements (650 Hz at −3 dB), and natural frequency results (950 Hz). Data also covers system performance under varying operating pressures (15–21 MPa) and inertial loads (1.5–2.5 kg). Tables summarize model parameters, transient inertia effects (equivalent fluid mass: 12.9 kg), and ablation studies showing errors from neglecting Cd(Re) or fluid inertia. All results are within ±3.2% uncertainty, with 96.8% prediction accuracy. This dataset enables reproducibility of multi-scale dynamics coupling micro-scale flow physics with macro-scale control behavior.
DOI: 10.17632/j7tgdn4fzm.1
title: TABLE S1: Cd(Re) CORRELATION DATA (SUPPLEMENTARY)

description: This dataset supports the development and validation of a unified micro–meso–macro modeling framework for high-bandwidth electrohydraulic actuation. It includes CFD-simulated discharge coefficient (Cd) values across 112 Reynolds number cases (Re = 100–5000), experimentally validated frequency response data (magnitude and phase up to 800 Hz), closed-loop bandwidth measurements (650 Hz at −3 dB), and natural frequency results (950 Hz). Data also covers system performance under varying operating pressures (15–21 MPa) and inertial loads (1.5–2.5 kg). Tables summarize model parameters, transient inertia effects (equivalent fluid mass: 12.9 kg), and ablation studies showing errors from neglecting Cd(Re) or fluid inertia. All results are within ±3.2% uncertainty, with 96.8% prediction accuracy. This dataset enables reproducibility of multi-scale dynamics coupling micro-scale flow physics with macro-scale control behavior.
DOI: 10.17632/ygvc7zmj85
title: Development and Validation of a Scale to Measure Adherence to Topical Steroids and Moisturizers

description: Supplementary material for Development and Validation of a Scale to Measure Adherence to Topical Steroids and Moisturizers
DOI: 10.17632/ygvc7zmj85.1
title: Development and Validation of a Scale to Measure Adherence to Topical Steroids and Moisturizers

description: Supplementary material for Development and Validation of a Scale to Measure Adherence to Topical Steroids and Moisturizers
DOI: 10.17632/jj9s37gtzc
title: Comparative Lipidomic Profiling of Camel and Cow Milk from a Shared Semi-Desert Pasture: Implications for Camel Adapta-tion to Arid Environments

description: opment in desert environments. Using UHPLC-MS/MS and targeted oxylipidomics, we compared milk from free-grazing camels and cows from the same region. We identi-fied 2,460 lipids across 44 subclasses and 11 oxygenated lipids in three groups. Glyc-erophospholipids (GP) were dominant in both. We found 498 differentially expressed lipids, including potential biomarkers such as phosphatidylinositol (PI 18:0/22:3), phosphatidylethanolamine (PE 18:0/22:3), and two triacylglycerol (TG) species. Camel milk was dominated by phosphatidylcholine (PC, approximately 49%) and PI (ap-proximately 22%), whereas cow milk was predominantly composed of TG (nearly 98%). Pathway analysis showed 11 key altered lipid pathways, mainly glycerophospholipid metabolism. These results define camel milk's unique lipid profile—linked to desert adaptation-and provide molecular insights into its role in supporting neonatal camels in arid environments.
DOI: 10.17632/jj9s37gtzc.2
title: Comparative Lipidomic Profiling of Camel and Cow Milk from a Shared Semi-Desert Pasture: Implications for Camel Adapta-tion to Arid Environments

description: opment in desert environments. Using UHPLC-MS/MS and targeted oxylipidomics, we compared milk from free-grazing camels and cows from the same region. We identi-fied 2,460 lipids across 44 subclasses and 11 oxygenated lipids in three groups. Glyc-erophospholipids (GP) were dominant in both. We found 498 differentially expressed lipids, including potential biomarkers such as phosphatidylinositol (PI 18:0/22:3), phosphatidylethanolamine (PE 18:0/22:3), and two triacylglycerol (TG) species. Camel milk was dominated by phosphatidylcholine (PC, approximately 49%) and PI (ap-proximately 22%), whereas cow milk was predominantly composed of TG (nearly 98%). Pathway analysis showed 11 key altered lipid pathways, mainly glycerophospholipid metabolism. These results define camel milk's unique lipid profile—linked to desert adaptation-and provide molecular insights into its role in supporting neonatal camels in arid environments.
DOI: 10.17632/cm3yjnyvp5
title: TRIP HEA and Fe-SMA welded joint - NFFA DATA

description: APT data acquired under NFFA proposal ID 161 for the paper used in the paper "Insights into the compatibility of a metastable FeMnCoCr high entropy alloy with a Fe-based shape memory alloy".

Each subfolder is a measurement.

An even elemental composition was consistently observed in all cases.
DOI: 10.17632/cm3yjnyvp5.1
title: TRIP HEA and Fe-SMA welded joint - NFFA DATA

description: APT data acquired under NFFA proposal ID 161 for the paper used in the paper "Insights into the compatibility of a metastable FeMnCoCr high entropy alloy with a Fe-based shape memory alloy".

Each subfolder is a measurement.

An even elemental composition was consistently observed in all cases.
DOI: 10.15468/dl.qfqrss
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.608627485197662 48.388409718860316, 16.716191876575838 48.38192124466343, 16.72586554020421 48.45408965379054, 16.618148371169454 48.460588873995256, 16.608627485197662 48.388409718860316))"
 ]
}

 The dataset includes 1691 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021851-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqmy3y
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Eriachne insularis"
 ]
}

 The dataset includes 68 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021850-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cn97vksh7s
title: Raw data and processing procedures for "Research on the Design of Interactive Systems for Community Health Products from the Perspective of Information Processing"

description: These documents include the raw datasets generated during the research process, the survey instruments used for data collection, and a detailed description of the data processing procedures. Additionally, access information for the prototype of the product (APP) discussed in the study is also provided. All these supplementary materials can accompany the paper for peer review.
DOI: 10.17632/cn97vksh7s.1
title: Raw data and processing procedures for "Research on the Design of Interactive Systems for Community Health Products from the Perspective of Information Processing"

description: These documents include the raw datasets generated during the research process, the survey instruments used for data collection, and a detailed description of the data processing procedures. Additionally, access information for the prototype of the product (APP) discussed in the study is also provided. All these supplementary materials can accompany the paper for peer review.
DOI: 10.17632/bzfctjcfcf.1
title: Bibliometric Dataset and Systematic Review Protocol for: Orchestrating the Cognitive Supply Chain

description: This dataset contains the supplementary materials for the systematic literature review titled 'Orchestrating the Cognitive Supply Chain: A Review of Agentic AI, Asset Administration Shells, and Data Spaces in the Era of Industry 5.0'. It includes: (1) The exact Boolean search strings used for Scopus and Web of Science; (2) The full list of included papers with classification tags; (3) The VOSviewer network file used to generate the bibliometric cluster maps.
DOI: 10.17632/9shftdmsjd
title: Origin-Country Social Protection and Migration Intentions: Causal Evidence from Tunisia*

description: This replication package reproduces all results presented in “Origin-Country Social Protection and Migration Intentions: Causal Evidence from Tunisia” (ECMODE-D-25-01962R1). It contains the original Tunisia-HIMS 2021 non-migrant dataset (as provided by the Tunisian National Institute of Statistics), the cleaned analytical dataset used in the estimations, and a single master do-file that executes the full workflow: sample construction, weight recalibration, variable creation, IPWRA estimation, Double Machine Learning robustness checks, trimming procedures, Oster sensitivity analysis, heterogeneity analysis, and appendix tables. All results reported in the manuscript can be reproduced by running the master do-file in Stata 16–18. For detailed instructions and additional information, please refer to the accompanying README.pdf file.
*Version 2 (Revised after referee comments).
This version corrects folder structure issues, harmonizes the analytical sample, and includes the final cleaned dataset used in the final estimations.