cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30611300
title: Dataset for Review Article on Waste Foundry Sand optimised for concrete production

description: This data set include all the data presented in the review paper, collating hundreds of data from refereed articles. The file is an accessible XLS format, with explanation and units well defined. <br>This work stems from an industry funded PhD and an EPSRC IAA. More information can be found here: https://www.cardiff.ac.uk/community/our-local-community-projects/innovation-for-all/2023-projects/wasterebuilt-a-circular-approach-to-transform-waste-sand-into-resource-for-the-built-environment
DOI: 10.6084/m9.figshare.30611300.v1
title: Dataset for Review Article on Waste Foundry Sand optimised for concrete production

description: This data set include all the data presented in the review paper, collating hundreds of data from refereed articles. The file is an accessible XLS format, with explanation and units well defined. <br>This work stems from an industry funded PhD and an EPSRC IAA. More information can be found here: https://www.cardiff.ac.uk/community/our-local-community-projects/innovation-for-all/2023-projects/wasterebuilt-a-circular-approach-to-transform-waste-sand-into-resource-for-the-built-environment
DOI: 10.15468/dl.rr5pu8
title: Occurrence Download

description: A dataset containing 3022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (ARG, CHL, PRY, URY, FLK, BRA.21_1, BRA.16_1, BRA.24_1)",
 "TaxonKey is Hypericum"
 ]
}

 The dataset includes 3022 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031393-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5hex-9x70
title: "R-Zoo: A Rectilinear Floorplan Benchmark Dataset for EDA Physical Design Research"

description: "This repository contains R-Zoo, a comprehensively developed and rigorously validated benchmark dataset of rectilinear floorplans designed for research in electronic design automation (EDA) and physical chip design."
DOI: 10.15468/dl.w2v99j
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (The New York Botanical Garden Herbarium (NY), Tropicos MO Specimen Data, Royal Botanic Gardens, Kew - Herbarium Specimens, NMNH Extant Specimen Records (USNM, US), University of South Florida Herbarium (USF), NY herbarium - The New York Botanical Garden - Amostras Brasileiras Repatriadas - Herbário Virtual REFLORA)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia acreana"
 ]
}

 The dataset includes 130 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031395-251025141854904/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.cc200k6t
title: CCDC 1847575: Experimental Crystal Structure Determination

description: Related Article:  Ridaphun Nongrum, George Kupar Kharmawlong, Jims World Star Rani, Noimur Rahman, Arup Dutta, Rishanlang Nongkhlaw|2019|J.Heterocycl.Chem.|56||doi:10.1002/jhet.3680
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.cc200lc0
title: CCDC 1847611: Experimental Crystal Structure Determination

description: Related Article:  Ridaphun Nongrum, George Kupar Kharmawlong, Jims World Star Rani, Noimur Rahman, Arup Dutta, Rishanlang Nongkhlaw|2019|J.Heterocycl.Chem.|56||doi:10.1002/jhet.3680
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.cc200ld1
title: CCDC 1847612: Experimental Crystal Structure Determination

description: Related Article:  Ridaphun Nongrum, George Kupar Kharmawlong, Jims World Star Rani, Noimur Rahman, Arup Dutta, Rishanlang Nongkhlaw|2019|J.Heterocycl.Chem.|56||doi:10.1002/jhet.3680
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.cc200pvl
title: CCDC 1847719: Experimental Crystal Structure Determination

description: Related Article:  Ridaphun Nongrum, George Kupar Kharmawlong, Jims World Star Rani, Noimur Rahman, Arup Dutta, Rishanlang Nongkhlaw|2019|J.Heterocycl.Chem.|56||doi:10.1002/jhet.3680
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.cc2mqycp
title: CCDC 2435123: Experimental Crystal Structure Determination

description: Related Article: Shu-Cong Fan, Yong-Peng Li, Jia-Wen Wang, Chen-Chen Xing, Zi-Yuan Liu, Wenyu Yuan, Ying Wang, Quan-Guo Zhai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c11494
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.cc2mqydq
title: CCDC 2435124: Experimental Crystal Structure Determination

description: Related Article: Shu-Cong Fan, Yong-Peng Li, Jia-Wen Wang, Chen-Chen Xing, Zi-Yuan Liu, Wenyu Yuan, Ying Wang, Quan-Guo Zhai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c11494
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.cc2mqyfr
title: CCDC 2435125: Experimental Crystal Structure Determination

description: Related Article: Shu-Cong Fan, Yong-Peng Li, Jia-Wen Wang, Chen-Chen Xing, Zi-Yuan Liu, Wenyu Yuan, Ying Wang, Quan-Guo Zhai|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c11494
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.cc2n1f9g
title: CCDC 2444235: Experimental Crystal Structure Determination

description: Related Article: Lulu Shi, Ailun Liu, Yu Pang, Mingchun Li, Mei Liu, Lihui Liu|2025|Microchemical Journal|218|115803|doi:10.1016/j.microc.2025.115803
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.cc2n1fbh
title: CCDC 2444236: Experimental Crystal Structure Determination

description: Related Article: Lulu Shi, Ailun Liu, Yu Pang, Mingchun Li, Mei Liu, Lihui Liu|2025|Microchemical Journal|218|115803|doi:10.1016/j.microc.2025.115803
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.cc2n2pq5
title: CCDC 2445457: Experimental Crystal Structure Determination

description: Related Article: Chi Gao, Hongye Zhu, Cong Xu, Mang Wang|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c02012
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.cc2n3vd1
title: CCDC 2446563: Experimental Crystal Structure Determination

description: Related Article: Di Wu, Sheng Tao, Tao Wang, Jun-Yuan Tang, Fei Chen, Zhi-Hong Du, Chun-Bo Bo, Min Li, Bin Dai, Ning Liu|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01471
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.cc2n3vk6
title: CCDC 2446568: Experimental Crystal Structure Determination

description: Related Article: Di Wu, Sheng Tao, Tao Wang, Jun-Yuan Tang, Fei Chen, Zhi-Hong Du, Chun-Bo Bo, Min Li, Bin Dai, Ning Liu|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01471
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.b3bphz
title: Occurrence Download

description: A dataset listing the 172861 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15 75, 34 75, 34 34, -15 34,-15 75))",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 172861 records were derived from 2113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031384-251025141854904/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.29946455
title: Extended Data Fig. 2d - Rf 0.13 - Scan 161 (ORB63906)

description: Extended Data Fig. 2d - Rf 0.13 - Scan 161 (ORB63906)
DOI: 10.6084/m9.figshare.29946455.v1
title: Extended Data Fig. 2d - Rf 0.13 - Scan 161 (ORB63906)

description: Extended Data Fig. 2d - Rf 0.13 - Scan 161 (ORB63906)
DOI: 10.5281/zenodo.15548257
title: Chinese Speech Prosody Benchmark

description: How to model and estimate speech prosody is considered a challenging task in understanding and generating natural speech. We introduce the Mandarin Speech Prosody Benchmark (MSPB), a linguistically grounded dataset for evaluating Speech Large Language Models (Speech LLMs) in Mandarin. MSPB comprises eight tasks covering crucial prosodic features and their interactions with syntax, semantics, and pragmatics. All MSPB items, designed per Mandarin linguistic principles and validated by experts, were phonetically recorded and verified. We evaluated six Speech LLMs (GPT-4o, Gemini-1.5-Pro, Gemini-2-Flash, Qwen2-Audio-7B-Instruct, GLM-4-Voice, MiniCPM-o 2.6). Although some models perform well with context-rich cues (e.g., irony), they generally struggle with subtle prosodic variations (e.g., focus marking) and underperform humans. MSPB provides a valuable tool for assessing and advancing prosodic comprehension, highlighting the importance of enhanced prosodic integration in future research. This release includes the MSPB dataset, comprising questions, corresponding audio files, and ground-truth answers, along with an example evaluation script for benchmarking Speech LLMs. Due to encoding issues with Zenodo’s online ZIP file viewer, some filenames containing Chinese characters may appear incorrectly on the web page. English translations and explanations for these filenames are provided in the README.
DOI: 10.5281/zenodo.15548258
title: Chinese Speech Prosody Benchmark

description: How to model and estimate speech prosody is considered a challenging task in understanding and generating natural speech. We introduce the Mandarin Speech Prosody Benchmark (MSPB), a linguistically grounded dataset for evaluating Speech Large Language Models (Speech LLMs) in Mandarin. MSPB comprises eight tasks covering crucial prosodic features and their interactions with syntax, semantics, and pragmatics. All MSPB items, designed per Mandarin linguistic principles and validated by experts, were phonetically recorded and verified. We evaluated six Speech LLMs (GPT-4o, Gemini-1.5-Pro, Gemini-2-Flash, Qwen2-Audio-7B-Instruct, GLM-4-Voice, MiniCPM-o 2.6). Although some models perform well with context-rich cues (e.g., irony), they generally struggle with subtle prosodic variations (e.g., focus marking) and underperform humans. MSPB provides a valuable tool for assessing and advancing prosodic comprehension, highlighting the importance of enhanced prosodic integration in future research. This release includes the MSPB dataset, comprising questions, corresponding audio files, and ground-truth answers, along with an example evaluation script for benchmarking Speech LLMs. Due to encoding issues with Zenodo’s online ZIP file viewer, some filenames containing Chinese characters may appear incorrectly on the web page. English translations and explanations for these filenames are provided in the README.
DOI: 10.15468/dl.zasrv8
title: Occurrence Download

description: A dataset containing 38069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-99.24563 19.49328,-99.12487 19.49328,-99.12487 19.5928,-99.24563 19.5928,-99.24563 19.49328))"
 ]
}

 The dataset includes 38069 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024701-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vusmdn
title: Occurrence Download

description: A dataset containing 24179932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "BasisOfRecord is Specimen",
 "TaxonKey is one of (Acanthaceae, Amaryllidaceae, Apocynaceae, Araceae, Araliaceae, Asparagaceae, Asphodelaceae, Aspleniaceae, Asteliaceae, Asteraceae, Balsaminaceae, Begoniaceae, Blechnaceae, Bromeliaceae, Burmanniaceae, Cactaceae, Campanulaceae, Commelinaceae, Costaceae, Crassulaceae, Cyatheaceae, Cyclanthaceae, Cyperaceae, Davalliaceae, Dennstaedtiaceae, Dryopteridaceae, Ericaceae, Gentianaceae, Gesneriaceae, Grossulariaceae, Hydrangeaceae, Hymenophyllaceae, Hypodematiaceae, Lamiaceae, Lentibulariaceae, Liliaceae, Lindsaeaceae, Lomariopsidaceae, Lycopodiaceae, Marantaceae, Melastomataceae, Moraceae, Myrtaceae, Nepenthaceae, Nephrolepidaceae, Oleandraceae, Onagraceae, Ophioglossaceae, Orchidaceae, Pandanaceae, Phyllonomaceae, Piperaceae, Pittosporaceae, Polypodiaceae, Primulaceae, Psilotaceae, Pteridaceae, Rapateaceae, Rosaceae, Rubiaceae, Schizaeaceae, Schlegeliaceae, Scrophulariaceae, Selaginellaceae, Solanaceae, Tectariaceae, Urticaceae, Zamiaceae, Zingiberaceae)"
 ]
}

 The dataset includes 24179932 records from 1819 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004826-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2q2m0g
title: CCDC 2504955: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.30608423.v2
title: Climate-driven emergence of nitrogen export hotspots in Northern China's croplands

description: Source data for article "Climate-driven emergence of nitrogen export hotspots in Northern China's croplands"
DOI: 10.5517/ccdc.csd.cc2q2pm4
title: CCDC 2505036: Experimental Crystal Structure Determination

description: Related Article: Luqi Xie|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2qj2
title: CCDC 2505064: Experimental Crystal Structure Determination

description: Related Article: Wang Xiaotong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2r8v
title: CCDC 2505087: Experimental Crystal Structure Determination

description: Related Article: Luqi Xie|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2twj
title: CCDC 2505168: Experimental Crystal Structure Determination

description: Related Article: Shen Shumin|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q2vth
title: CCDC 2505197: Experimental Crystal Structure Determination

description: Related Article: Max T. Hill, Jonathan D. Sellars, Paul G. Waddell|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.y5u2v2
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Daptrius, Milvago chimachima)"
 ]
}

 The dataset includes 272 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007025-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fwemnf
title: PDB: 5VL3, CD-22 in complex with epratuzumab (310K, 37°C, 100 ns)

description: Molecular Dynamics Simulations (100 nanoseconds) of CD-22 in complex with epratuzumab at 310K (37°C). Includes PDB files obtained every 50 ns.
DOI: 10.17605/osf.io/jymhr
title: CONS，INEX and international energy prices

description: Four monthly data series including consumer sentiment, inflation expectations, Brent crude oil and natural gas prices
DOI: 10.5281/zenodo.10628455
title: S66 | EAWAGTPS | Parent-Transformation Product Pairs from Eawag

description: Parent-Transformation Product Pairs of various micropollutants from Eawag: Swiss Federal Institute for Aquatic Science and Technology (https://www.eawag.ch/en/), described in Schollee et al 2017 DOI:10.1007/s13361-017-1797-6 . Dataset DOI: 10.5281/zenodo.3754448.

Update 23/04/2020: fixed names, added synonym columns and classification information.Update 15/05/2020: adjusted classification information following feedback from Juliane.Update 13/01/2023: adjusted selected BT entries based on feedback from Emma Palm.Update 07/02/2023: adjusted selected BT entries to fix 4-Me-BT issues. 
description: For full details see original article: http://doi.org/10.1007/s13361-017-1797-6
DOI: 10.5281/zenodo.3754448
title: S66 | EAWAGTPS | Parent-Transformation Product Pairs from Eawag

description: Parent-Transformation Product Pairs of various micropollutants from Eawag: Swiss Federal Institute for Aquatic Science and Technology (https://www.eawag.ch/en/), described in Schollee et al 2017 DOI:10.1007/s13361-017-1797-6 . Dataset DOI: 10.5281/zenodo.3754448.

Update 23/04/2020: fixed names, added synonym columns and classification information.Update 15/05/2020: adjusted classification information following feedback from Juliane.Update 13/01/2023: adjusted selected BT entries based on feedback from Emma Palm.Update 07/02/2023: adjusted selected BT entries to fix 4-Me-BT issues. 
description: For full details see original article: http://doi.org/10.1007/s13361-017-1797-6
DOI: 10.7910/dvn/izjuku
title: PDB: 5VL3, CD-22 in complex with epratuzumab (311K, 38°C, 100 ns)

description: Molecular Dynamics Simulations (100 nanoseconds) of CD-22 in complex with epratuzumab at 311K (38°C). Includes PDB files obtained every 50 ns.
DOI: 10.15468/dl.xuxere
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blackfordiidae"
 ]
}

 The dataset includes 348 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007029-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.