cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bb9t9d
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Thaumatotibia leucotreta (Meyrick, 1913)",
 "Year 1991-2024"
 ]
}

 The dataset includes 40 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002273-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rmmznpxmss.1
title: Data for: Incorporating Non-Covalent Interactions in Transfer Learning Gaussian Process Regression Models for Molecular Simulations

description: This repository provides additional data to accompany the paper:

"Incorporating Noncovalent Interactions in Transfer Learning Gaussian Process Regression Models for Molecular Simulations"
M. L. Brown, B. K. Isamura, J. M. Skelton and P. L. A. Popelier
Journal of Chemical Theory and Computation (2024)
DOI: 10.1021/acs.jctc.4c00402

This article utilises s a dimeric GPR model in the quantum chemical topology based force field, FFLUX, for the first time, allowing for simulations free from non-bonded potentials. This model is benchmarked against a monomer model (combined with a Lennard-Jones potential). Transfer learning is also implemented to counteract the cost of training systems with increased dimensionality. This repository makes available a full set of data from these calculations, including:

• Energies of dimers used to calculate formation energies;
• Gaussian process regression (GPR) models used in simulations;
• Data for the calculated IR spectra;
• Files used to generate the optimised structures;
• Visual supporting data for the paper;
• Data used to train and test models;
• Forces used for vibrational frequency calculations.

For details of how this data was generated, users are referred to the published article and supporting information.

While DL_FFLUX (the program that houses the FFLUX force field) has not yet been made publicly available, input files and the GPR models are provided for when it is made available.
DOI: 10.17632/w32bjrt48s.1
title: Investigation of the effectiveness of interactive Telerehabilitation and Transcutaneous Electrical Nerve Stimulation on pain, functionality, disability and quality of life in patients with nonspecific chronic neck pain

description: Investigation of the effectiveness of interactive Telerehabilitation and Transcutaneous Electrical Nerve Stimulation on pain, functionality, disability and quality of life in patients with nonspecific chronic neck pain
DOI: 10.15468/dl.sq2yb2
title: Occurrence Download

description: A dataset containing 11381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sesleria albicans Kit. ex Schult."
 ]
}

 The dataset includes 11381 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002272-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pk8fmprkvf.4
title: Data_ZhuangMa_submitted2024

description: All data produced in this study and literature data shown in Figures in the manuscript
DOI: 10.17632/pk8fmprkvf.3
title: Data_ZhuangMa_submitted2024

description: All data produced in this study and literature data shown in Figures in the manuscript
DOI: 10.17632/pk8fmprkvf.2
title: First-principles calculations of equilibrium inter-mineral nickel isotope fractionation in the mantle

description: All data produced in this study and literature data shown in Figures in the manuscript
DOI: 10.17632/pk8fmprkvf.1
title: First-principles calculations of equilibrium inter-mineral nickel isotope fractionation in the mantle

description: All data produced in this study and literature data shown in Figures in the manuscript
DOI: 10.15468/dl.r6bpnb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Fungi Databank",
 "TaxonKey is Curreya pithyophila (J.C.Schmidt & Kunze) Arx & E.Müll."
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002276-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k72m8v
title: Occurrence Download

description: A dataset containing 1502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Metrodorea flavida K.Krause, Esenbeckia coriacea A.C.Sm.)"
 ]
}

 The dataset includes 1502 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5p9xx
title: Occurrence Download

description: A dataset containing 10613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.72935 43.94066,-71.72232 43.94085,-71.72101 43.95108,-71.7291 43.95133,-71.72935 43.94066))",
 "HasGeospatialIssue is false",
 "Year 2018-2024"
 ]
}

 The dataset includes 10613 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002277-240626123714530/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.25656951
title: A New High-Resolution Multi-Drought Indices Dataset for Mainland China; CHM_Drought

description: CHM_Drought，an innovative and comprehensive long-term meteorological drought dataset with a spatial resolution of 0.1° and data collected from 1961 to 2022 in mainland China. It features six pivotal meteorological drought indices: the standardized precipitation index (SPI), standardized precipitation evapotranspiration index (SPEI), evaporative demand drought index (EDDI), Palmer drought severity index (PDSI), self-calibrating Palmer drought severity index (SC-PDSI), and vapor pressure deficit (VPD), of which SPI, SPEI, and EDDI contain multi-scale features for periods of 2 weeks and 1–12 months.The dataset features a comprehensive application of high-density meteorological station data and a complete framework starting from basic meteorological elements (the China Hydro-Meteorology dataset, CHM).Global attributes:·<b> </b>Variable = SPEI-xx, SPI-xx, EDDI-xx, PDSI, SC-PDSI, VPD· Date format = NetCDF· Temporal Range = 1961-01-01 to 2022-12-31· Spatial Resolution = 0.1 degree· Spatial extent = 18°N–54°N, 72°E–136°E· Missing value = NA
DOI: 10.15468/dl.za6jzj
title: Occurrence Download

description: A dataset containing 11239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum cinereum (Cav.) Pers."
 ]
}

 The dataset includes 11239 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beqw7k
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Siparuna krukovii A.C.Sm.)"
 ]
}

 The dataset includes 323 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002280-240626123714530/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.26117486
title: Male and female corticosterone levels-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze individual corticosterone concentrations across experimental groups.
DOI: 10.6084/m9.figshare.26117492
title: Male-Female corticosterone correlation-cohabitation from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female corticosterone correlations of pair bonds while cohabitating in their housing tanks
DOI: 10.6084/m9.figshare.26117486.v1
title: Male and female corticosterone levels-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze individual corticosterone concentrations across experimental groups.
DOI: 10.6084/m9.figshare.26117498
title: Male-Female corticosterone correlation-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female corticosterone correlations across experimental groups.
DOI: 10.6084/m9.figshare.26117501
title: Male-Female behavioral correlation-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female behavioral correlations across experimental groups.
DOI: 10.6084/m9.figshare.26117492.v1
title: Male-Female corticosterone correlation-cohabitation from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female corticosterone correlations of pair bonds while cohabitating in their housing tanks
DOI: 10.6084/m9.figshare.26117498.v1
title: Male-Female corticosterone correlation-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female corticosterone correlations across experimental groups.
DOI: 10.6084/m9.figshare.26117504
title: Statistics notebook from Physiological state matching in a pair bonded poison frog

description: This document contains all of the statistical analyses and code that were used to generate results.
DOI: 10.6084/m9.figshare.26117501.v1
title: Male-Female behavioral correlation-experiments from Physiological state matching in a pair bonded poison frog

description: This dataset was used to analyze male-female behavioral correlations across experimental groups.
DOI: 10.6084/m9.figshare.26117504.v1
title: Statistics notebook from Physiological state matching in a pair bonded poison frog

description: This document contains all of the statistical analyses and code that were used to generate results.
DOI: 10.15468/dl.73dp4c
title: Occurrence Download

description: A dataset containing 1748 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo biológico de especies de anfibios desarrollado por el proyecto PARG"
 ]
}

 The dataset includes 1748 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002281-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9btr7t
title: Occurrence Download

description: A dataset containing 9584 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Androsace chamaejasme Wulfen"
 ]
}

 The dataset includes 9584 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002282-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6092709
title: Mikrokosmos-difficulty dataset

description: We introduce score difficulty classification as a subtask of music information retrieval (MIR), which may be used in music education technologies, for personalised curriculum generation, and score retrieval. For this purpose, we introduce a novel dataset for the task, Mikrokosmos-difficulty, containing 147 symbolic piano pieces and the corresponding difficulty labels derived by its composer Béla Bartók and the publishers.



About the dataset


Béla Bartók’s Mikrokosmos Sz. 107 is a collection of 153 piano pieces published in six volumes between 1926 and 1939 and progressively ranked in terms of difficulty. Individual compositions go from extremely simple and easy beginner exercises to challenging advanced technical musical works.

We propose the Mikrokosmos-difficulty dataset based on a subset of 146 pieces from the Mikrokosmos collection, discarding the 7 pieces composed for four hands performance. We group the pieces on three levels of difficulty according to the original classification in the editions by the publishers Wiener and Henle Verlag. Correspondingly, the beginner level contains the pieces 1-66 (Volumes I and II), the moderate level contains the pieces 67-121 (Volumes III and IV), the professional level contains the pieces 122-153 (Volumes V and VI). The 6-volume-long collection is obtained from IMSLP in pdf format. The conversion to machine-readable symbolic representations in musicXML was done semi-automatically using a commercial Optical Music Recognition (OMR) software, and manual corrections. The statistics are presented in the next table




 
Beginner
Moderate
Professional




n scores
62
54
31


n notes
μ = 108.58 σ = 57.16
μ = 260.40 σ = 111.00
μ = 650.06 σ = 322.15


n bars
μ = 20.37 σ = 9.64
μ = 33.35 σ = 13.27
μ = 63.12 σ = 29.30


tempo
μ = 107.25 σ = 24.48
μ = 112.62 σ = 59.75
μ = 182.45 σ = 113.13




where we can see that Mikrokosmos-difficulty dataset is biased in lengths and tempo. Therefore, analyzing the technique difficulty in this dataset requires robustness to variations in length and tempo.

For more information and citation, please refer to the paper:

@inproceedings{Ramoneda2022,  author    = {Pedro Ramoneda and Nazif Can Tamer and Vsevolod Eremenko and Marius Miron and Xavier Serra},  title     = {Score difficulty analysis for piano performance education based on fingering},  booktitle = {ICASSP 2022 IEEE International Conference on Acoustics, Speech and Signal Processing},  year      = {2022}}
DOI: 10.15468/dl.8q34zu
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Siparuna krukovii A.C.Sm.)"
 ]
}

 The dataset includes 323 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002284-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpv62n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Peropteryx leucoptera Peters, 1867"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002285-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgk9wm
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Procyon lotor (Linnaeus, 1758)"
 ]
}

 The dataset includes 765 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002286-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/01493
title: Chandra X-ray Observatory ObsId 01493
DOI: 10.25574/01494
title: Chandra X-ray Observatory ObsId 01494
DOI: 10.5525/gla.researchdata.1667
title: ECG recordings for patients entered into the RelieHF study
DOI: 10.15468/dl.m8mrbz
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Swiss National Fungi Databank",
 "TaxonKey is Curreya pithyophila (J.C.Schmidt & Kunze) Arx & E.Müll."
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002287-240626123714530/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.cc2fqlh8
title: CCDC 2256040: Experimental Crystal Structure Determination

description: Related Article: Shuai Huang, Jian-Zhu Wang, Yang-Li Pu, Yu-Yan Liu, Ying Chen, Lin Chen, Xian-Li Zhou|2024|Phytochemistry|225|114186|doi:10.1016/j.phytochem.2024.114186
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.cc2gtv8f
title: CCDC 2288955: Experimental Crystal Structure Determination

description: Related Article: G. Logeshwari, K. R. Jeyashri, H. Manikandan, K. Sivakumar, S. Selvanayagam, V. Rajathi|2024|J.Mol.Struct.|1316|138890|doi:10.1016/j.molstruc.2024.138890
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.cc2gw3r7
title: CCDC 2290179: Experimental Crystal Structure Determination

description: Related Article: Shuai Huang, Jian-Zhu Wang, Yang-Li Pu, Yu-Yan Liu, Ying Chen, Lin Chen, Xian-Li Zhou|2024|Phytochemistry|225|114186|doi:10.1016/j.phytochem.2024.114186
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.cc2gy8f4
title: CCDC 2292246: Experimental Crystal Structure Determination

description: Related Article: Sung Hyun Yoo, Jérémie Buratto, Arup Roy, Morgane Pasco, Karolina Pulka-Ziach, Gavin W. Collie, Gilles Guichard|2024|Org.Biomol.Chem.|22|731|doi:10.1039/D3OB01873C
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.cc2h0bnj
title: CCDC 2294237: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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.cc2h0bpk
title: CCDC 2294238: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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.cc2h0bql
title: CCDC 2294239: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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: 10.34740/kaggle/ds/5294166
title: [🍅Rotten Tomatoes] Best RomComs💘Of All Time
DOI: 10.5517/ccdc.csd.cc2h0brm
title: CCDC 2294240: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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.cc2h0bvq
title: CCDC 2294243: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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.cc2h0bwr
title: CCDC 2294244: Experimental Crystal Structure Determination

description: Related Article: Gang Wu, Sheng-Yi Zhuang, Jiabin Xing, Qihan Lin, Zhan-Ting Li, Dan-Wei Zhang|2024|Org.Lett.|26|2007|doi:10.1021/acs.orglett.4c00033
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.cc2h49yx
title: CCDC 2298059: Experimental Crystal Structure Determination

description: Related Article: Hengyu Lin, Yihao Yang, Brian G. Diamond, Tian-Hao Yan, Vladimir I. Bakhmutov, Kelechi W. Festus, Peiyu Cai, Zhifeng Xiao, Mingwan Leng, Ibukun Afolabi, Gregory S. Day, Lei Fang, Christopher H. Hendon, Hong-Cai Zhou|2024|J.Am.Chem.Soc.|146|1491|doi:10.1021/jacs.3c10917
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.