cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2qb5t2
title: CCDC 2512234: Experimental Crystal Structure Determination

description: Related Article: Yi-Lin Shen, Chia-Li Liu, Hsun-Chih Tai, Zhi-Ling Chen, Jhy-Der Chen|2026|CrystEngComm|||doi:10.1039/d5ce01151e
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.cc2qb5v3
title: CCDC 2512235: Experimental Crystal Structure Determination

description: Related Article: Yi-Lin Shen, Chia-Li Liu, Hsun-Chih Tai, Zhi-Ling Chen, Jhy-Der Chen|2026|CrystEngComm|||doi:10.1039/d5ce01151e
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.cc2qc6z9
title: CCDC 2513231: Experimental Crystal Structure Determination

description: Related Article: Rongzhen Li, Xuling Chen, Pengfei Li|2026|Eur.J.Org.Chem.|29|e70323|doi:10.1002/ejoc.70323
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.cc2qcs0x
title: CCDC 2513759: Experimental Crystal Structure Determination

description: Related Article: Intissar Hamdi, Jassem Wannassi, Noureddine Mhadhbi, Ali Ben Ahmed, Jeanneau Erwann, Naoufel Ben Hamadi, Ahlem Guesmi, Lotfi Khezami, Houcine Barhoumi, Houcine Naïli||Microchemical Journal|223||doi:10.1016/j.microc.2026.117298
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.cc2qdnyr
title: CCDC 2514625: Experimental Crystal Structure Determination

description: Related Article: Fernando Alves Barretto, Micael Rodrigues Macedo, Mariana Teles de Carvalho, Carolina Bastos Pereira Ligiero, Camilla Djenne Buarque||Tetrahedron|194||doi:10.1016/j.tet.2026.135176
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.cc2qdg6t
title: CCDC 2514416: Experimental Crystal Structure Determination

description: Related Article: Puja Singh, Pooja Nain, Manoj V. Mane, Aslam C. Shaikh|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00167
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.cc2qdg4r
title: CCDC 2514414: Experimental Crystal Structure Determination

description: Related Article: Puja Singh, Pooja Nain, Manoj V. Mane, Aslam C. Shaikh|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00167
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.cc2qj33h
title: CCDC 2517916: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Du, Chunyang Li, Congli Gao, Jimei Yao, Cai-Ming Liu, Yi-Quan Zhang, Xi-Li Li||J.Mol.Struct.|||doi:10.1016/j.molstruc.2026.145697
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.cc2qj35k
title: CCDC 2517918: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Du, Chunyang Li, Congli Gao, Jimei Yao, Cai-Ming Liu, Yi-Quan Zhang, Xi-Li Li||J.Mol.Struct.|||doi:10.1016/j.molstruc.2026.145697
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.cc2qj38n
title: CCDC 2517921: Experimental Crystal Structure Determination

description: Related Article: Xiaodi Du, Chunyang Li, Congli Gao, Jimei Yao, Cai-Ming Liu, Yi-Quan Zhang, Xi-Li Li||J.Mol.Struct.|||doi:10.1016/j.molstruc.2026.145697
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.cc2qklyv
title: CCDC 2519368: Experimental Crystal Structure Determination

description: Related Article: Chengli Deng, Jingzhi Cheng, Zijing Bai, Yutong He, Ruimin He, Binghan Du, Wei Shi, Peng Gao|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00130
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.cc2ql14j
title: CCDC 2519777: Experimental Crystal Structure Determination

description: Related Article: Xue-Cen Xu, Jie Wang, Yue Gong, Yu-Long Zhao|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00047
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.cc2mfjwh
title: CCDC 2426087: Experimental Crystal Structure Determination

description: Related Article: Lei Zhang, Zhongxin Li, Guojun Li, Qinghua Wu, Wenlong Ma, Yingjian Shang, Long Wang, Wenxin Gu, Erhong Hao, Lijuan Jiao|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00052
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.cc2qcfdy
title: CCDC 2513430: Experimental Crystal Structure Determination

description: Related Article: Amandine Flament, Sylvain Duval, Natacha Henry, Christophe Volkringer, Fabrice Salles, Christelle Tamain, Thierry Loiseau|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05710
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.cc2qcffz
title: CCDC 2513431: Experimental Crystal Structure Determination

description: Related Article: Amandine Flament, Sylvain Duval, Natacha Henry, Christophe Volkringer, Fabrice Salles, Christelle Tamain, Thierry Loiseau|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05710
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.cc2qcfg0
title: CCDC 2513432: Experimental Crystal Structure Determination

description: Related Article: Amandine Flament, Sylvain Duval, Natacha Henry, Christophe Volkringer, Fabrice Salles, Christelle Tamain, Thierry Loiseau|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05710
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.t362s2
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sempervivum heuffelii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 29 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021334-260208012135463/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.cc2qrghg
title: CCDC 2524996: Experimental Crystal Structure Determination

description: Related Article: XiangXin Zhang|2026|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.cc2qrgjh
title: CCDC 2524997: Experimental Crystal Structure Determination

description: Related Article: XiangXin Zhang|2026|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.cc2qs4l8
title: CCDC 2525650: Experimental Crystal Structure Determination

description: Related Article: XiangXin Zhang|2026|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.cc2mjs65
title: CCDC 2429197: Experimental Crystal Structure Determination

description: Related Article: Yanpeng Gao, Yang Fei, Le Guo, Reza Abazari, Xiutang Zhang|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.6c00060
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: 10.21227/vktw-y987
title: "A low-latency, short-horizon dataset for rapid cyberattack detection in 5G O-RAN environments."

description: "This dataset releases real packet capture (PCAP) files collected from a 5G Open Radio Access Network (O-RAN) testbed over short time windows (\u224840 s) to support reproducible research on low-latency cyberattack detection at the network edge. The captures were recorded under controlled scenarios that include benign TCP\/HTTP communications and Distributed Denial-of-Service (DDoS) flooding traffic, covering TCP SYN flood and UDP flood cases. The dataset is designed as a short-horizon benchmark to capture rapid attack dynamics under realistic O-RAN operating conditions. Since the release consists of raw PCAPs, users may extract flow- or packet-level features using their preferred toolchains (e.g., LUCID or Argus) and use the traces to evaluate time-critical and data-efficient security analytics, including decentralized and federated learning (FL) workflows."
DOI: 10.6084/m9.figshare.29974348
title: <b><i>figsimR</i></b><b>: An R Package for Simulating Fig–wasp Community Dynamics</b>

description: 1. Fig-fig wasp systems represent a widely applicable but underutilized framework for community assembly research, yet their multi-trophic structure and species interactions substantially increase the complexity of community simulation.2. We present figsimR, an open-source, modular R package that implements fig wasp community simulation via a single high-level function, simulate_figwasp_community(), with controllable mechanisms and reproducible workflows. The calculations of standard α/β-diversity and network metrics also integrated into this package, thereby allowing outputs to support downstream comparison.3. We demonstrate a typical workflow—parameter setup, simulation, and metric calculation—on fig wasp communities associated with <i>Ficus racemosa</i> using an agent-based model that integrates documented biological traits and available data for this system. We also show how the package can be used to assess a baseline model’s goodness-of-fit and to dissect the asymmetric contributions of individual processes using the built-in “mechanism knockout” framework (allowing to quantify the contribution for each mechanism in community assembly)., including both mean fit and variance coverage as joint diagnostics, revealing mean–variance trade-offs across mechanisms (e.g., ovule-layer stratification and host sanctions).4. figsimR reduces the difficulty of conducting process-based analyses in fig wasp communities research. Its modular design makes it straightforward to extend to other fig-fig wasp systems. The source code, documentation, and examples are openly accessible.
DOI: 10.15468/dl.wcqpuy
title: Occurrence Download

description: A dataset containing 14576 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "DatasetKey is one of (Inventario de flora, avifauna, mamíferos, mariposas y peces realizado en el sector de Puerto Abeja y durante la expedición científica en la ventana Mesay en el sector sur del Parque Nacional Natural Serranía de Chiribiquete)"
 ]
}

 The dataset includes 14576 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021335-260208012135463/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.29974348.v1
title: <b><i>figsimR</i></b><b>: A Mechanistic Simulator for Diagnosing Community Assembly and Quantifying Theoretical Boundaries</b>

description: One of the central challenges in ecology is to account for the variability observed in nature. Traditional models have largely focused on predicting mean patterns, often overlooking the information embedded in ecological variance itself. We argue that mismatches between theory and empirical reality should not be dismissed as model failure, but instead embraced as a powerful diagnostic of theoretical limits. Standardizing and replicating such diagnostic assessments requires dedicated computational tools. To this end, we present <i>figsimR</i>, an open-source, modular R package designed to construct a “Full Intrinsic Model” (FIM)—a system-specific theoretical model that incorporates all known internal mechanisms. From this, figsimR generates a purely theory-driven “Stochastic Envelope” that defines the boundary of model-predicted community variability. By comparing this envelope with empirical observations, users can quantify what we call the “Variation Gap”—the divergence between theoretical predictions and real-world variability. Moreover, figsimR’s modular architecture enables systematic “mechanism knockout experiments,” allowing researchers to dissect the relative contribution of each internal process to community structure, much like gene knockout approaches in genetics. Using a well-studied fig–wasp mutualistic system as a case study, we demonstrate how figsimR reveals a substantial variation gap and identifies spatial niche partitioning as the key internal driver maintaining theoretical community structure. figsimR offers both a transferable research framework and a powerful computational toolbox, designed to shift ecological modeling from predicting means to explaining variability—a step toward a more diagnostic and mechanistic science of community assembly.figsimR_mee_run_all.R: A one-click script reproduces Figs. 1–4 with fixed random seeds.
DOI: 10.6084/m9.figshare.29974348.v2
title: <b><i>figsimR</i></b><b>: An R Package for Simulating Fig–wasp Community Dynamics</b>

description: 1. Fig-fig wasp systems represent a widely applicable but underutilized framework for community assembly research, yet their multi-trophic structure and species interactions substantially increase the complexity of community simulation.2. We present figsimR, an open-source, modular R package that implements fig wasp community simulation via a single high-level function, simulate_figwasp_community(), with controllable mechanisms and reproducible workflows. The calculations of standard α/β-diversity and network metrics also integrated into this package, thereby allowing outputs to support downstream comparison.3. We demonstrate a typical workflow—parameter setup, simulation, and metric calculation—on fig wasp communities associated with <i>Ficus racemosa</i> using an agent-based model that integrates documented biological traits and available data for this system. We also show how the package can be used to assess a baseline model’s goodness-of-fit and to dissect the asymmetric contributions of individual processes using the built-in “mechanism knockout” framework (allowing to quantify the contribution for each mechanism in community assembly)., including both mean fit and variance coverage as joint diagnostics, revealing mean–variance trade-offs across mechanisms (e.g., ovule-layer stratification and host sanctions).4. figsimR reduces the difficulty of conducting process-based analyses in fig wasp communities research. Its modular design makes it straightforward to extend to other fig-fig wasp systems. The source code, documentation, and examples are openly accessible.
DOI: 10.15468/dl.wdf2uw
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sempervivum montanum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 474 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021336-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a4dye
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinocrassula indica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 354 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021337-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpmaea
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylecodon striatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021338-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58gjb7
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "TaxonKey is Eugenia xalapensis"
 ]
}

 The dataset includes 249 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021339-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18654224
title: AUTO-DZ-ACT — 3I/ATLAS Daily Observational Snapshots (2025-07-01 → 2026-01-29)

description: Raw, non-instrumental observational archive for 3I/ATLAS (Interstellar Object) collected from official astronomical data sources. Contains 214 daily timestamped snapshots (2025-07-01 to 2026-01-29) with complete cryptographic integrity verification (SHA-256) and provenance documentation. Data aggregated from: IAU Minor Planet Center (MPC), NASA/JPL Small-Body Database (SBDB), NASA/JPL Horizons, ESA Near-Earth Object Coordination Centre (NEOCC), NASA Center for Near-Earth Object Studies (CNEOS), and NASA Planetary Data System Small Bodies Node. Each snapshot includes source attribution, retrieval timestamps (ISO 8601 UTC), and content verification hashes. Archive operates under provenance-based archiving standards with immutability protection. No scientific analysis, interpretation, or instrumental observation—raw institutional data preservation only. Part of AUTO-DZ-ACT cosmic observatory framework (Layer-1 data collection) governed by TRIZEL-BASELINE-v1.0.0.