cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26342197.v4
title: SE imaging simulation and experiment

description: The seismic wave can generated a seismoelectric(SE) wave at the interface between the partically saturated zone and aquifer, which is essentically an electricmagnetic wave. The SE wave carries the interfacial information so that it can be used for imaging the aquifer interface.We propose a method using the seismoelectric waves for imaging the irregular aquifer interface and validate the method using simulation and experiment.
DOI: 10.15468/dl.gxfrhm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea minuta K.C.Landon, R.A.Edwards & Nozaic"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028112-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5z5nfp
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gentianella crispata (Vis.) Holub)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 59 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028111-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11669622
title: Future wave climate in the Mediterranean Sea and associated uncertainty from an ensemble of 31 GCM-RCM wave simulations

description: The data provided is used in a study aimed at assessing future changes in the Mediterranean wave climate. A total of 31 GCM-RCM simulations were used to characterize the wave climate during the historical (1979-2005), mid-century (2034-2060), and end-century (2074-2100) periods. Changes in seasonal significant wave height (Hs) and peak period (Tp) wave parameters are evaluated for both the mean and intense (quantile 0.95) wave climate, along with the shift in wave direction (wave peak dominant direction, θp) for sea states characterized as intense. The robustness of the climate change signal is evaluated following the guidelines outlined in the Sixth Assessment Report (AR6) of the Intergovernmental Panel on Climate Change. Additionally, using a wave hindcast as a reference, the changes in future extreme events are assessed by fitting a GEV to a unique and coherent set of bias-corrected annual maxima from each model.

We provide data used to obtain the results of our study, comprising: 1) wave climate statistics for Hs, Tp, and θp for each model and each period studied; 2) two sets of annual maxima distribution for each model, which were bias-corrected assuming that the set of extreme events follows either a Gumbel distribution or a GEV distribution. For more details on the methods to obtain these files describing wave climate statistical as used in the study, please refer to Toomey et al., 2024: "Future wave climate in the Mediterranean Sea and associated uncertainty from an ensemble of GCM-RCM wave simulations."
DOI: 10.15468/dl.tzpa8c
title: Occurrence Download

description: A dataset containing 16541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oecophylla Smith, 1860"
 ]
}

 The dataset includes 16541 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028113-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4n3xq
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gentianella lutescens (Velen.) Holub)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 120 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028117-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdzmks
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea minuta K.C.Landon, R.A.Edwards & Nozaic"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028118-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78pzcu
title: Occurrence Download

description: A dataset containing 109784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample)",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "Year 2010-2024"
 ]
}

 The dataset includes 109784 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028101-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykeqtu
title: Occurrence Download

description: A dataset containing 25763 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorymyrmex Mayr, 1866"
 ]
}

 The dataset includes 25763 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028116-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xfer4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geocaryum cynapioides (Guss.) Engstrand)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028119-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awh9fc
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea stuhlmannii (Engl.) Schweinf. & Gilg"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028120-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4h8yt
title: Occurrence Download

description: A dataset containing 0 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)"
 ]
 }
 },
 "TaxonKey is one of (Synotis jinshajiangensis M.Tang)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028121-241107131044228/datasets/export for details.
DOI: 10.5281/zenodo.13310290
title: 5D-NP-FABTECH_ALD - Open Dataset for: "ZnO vapor phase infiltration into photo-patternable polyacrylate networks for the microfabrication of hybrid organic-inorganic structures"

description: This is the open dataset for the paper: "L. Demelius, L. Zhang, A. M. Coclite and M. D. Losego, ZnO vapor phase infiltration into photo-patternable polyacrylate networks for the microfabrication of hybrid organic–inorganic structures, Mater. Adv., 2024, 5, 8464–8474."

This includes the supplementary information and all the source material that was used for the paper preparation.

For each folder (sub-dataset), there exists a corresponding readme file describing the content and including material.
DOI: 10.5281/zenodo.13310291
title: 5D-NP-FABTECH_ALD - Open Dataset for: "ZnO vapor phase infiltration into photo-patternable polyacrylate networks for the microfabrication of hybrid organic-inorganic structures"

description: This is the open dataset for the paper: "L. Demelius, L. Zhang, A. M. Coclite and M. D. Losego, ZnO vapor phase infiltration into photo-patternable polyacrylate networks for the microfabrication of hybrid organic–inorganic structures, Mater. Adv., 2024, 5, 8464–8474."

This includes the supplementary information and all the source material that was used for the paper preparation.

For each folder (sub-dataset), there exists a corresponding readme file describing the content and including material.
DOI: 10.15468/dl.furb9d
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disanthus cercidifolius Maxim."
 ]
}

 The dataset includes 628 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028122-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gtq82
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphaea sulphurea Gilg"
 ]
}

 The dataset includes 68 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028126-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wyyye
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium asphodeloides Burm.f.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 274 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028125-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zmf93
title: Occurrence Download

description: A dataset containing 0 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)"
 ]
 }
 },
 "TaxonKey is one of (Synotis jowaiensis (N.P.Balakr.) R.Mathur)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028129-241107131044228/datasets/export for details.
DOI: 10.15468/dl.zq5q3e
title: Occurrence Download

description: A dataset containing 7207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrmecocystus Wesmael, 1838"
 ]
}

 The dataset includes 7207 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028127-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2xrkk
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "TaxonKey is Muscardinus Kaup, 1829"
 ]
}

 The dataset includes 134 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056096-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4chy3y
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis disticha Jacq."
 ]
}

 The dataset includes 49 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028132-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10843790
title: USI-HEAR Dataset
title: Human Activity Recognition Using Ear-Worn Sensors and Machine Learning

description: This is the open repository for the USI-HEAR dataset.

USI-HEAR is a dataset containing inertial data collected from Nokia Bell Labs' eSense earbuds. The eSense's left unit contains a 6-axis IMU (i.e., 3-axis accelerometer and 3-axis gyroscope). The dataset is comprised of data collected from 30 different participants performing 7 scripted activities (headshaking, nodding, speaking, eating, staying still, walking, and walking while speaking). Each activity was  recorded over ~180 seconds. Data sampling rate is variable (with a universal lower-bound of ~60Hz) due to Android's API limitations.

Current contents:



raw_data.zip: raw sensor data, with participants' demographic information

dataset_preprocessed.zip: pre-processed data used for the corresponding publications (for reproducibility purposes)


Until the main publication corresponding to the dataset is available, we kindly ask you to contact the first author to request access to the data.

In future versions, the repository will also include:



processed data



downsampled versions

extracted features



code for the data analysis related to the (yet-unpublished) dataset's publication, containing a HAR pipeline analysis with both ML and DL techniques
DOI: 10.5281/zenodo.10843791
title: USI-HEAR Dataset
title: Human Activity Recognition Using Ear-Worn Sensors and Machine Learning

description: This is the open repository for the USI-HEAR dataset.

USI-HEAR is a dataset containing inertial data collected from Nokia Bell Labs' eSense earbuds. The eSense's left unit contains a 6-axis IMU (i.e., 3-axis accelerometer and 3-axis gyroscope). The dataset is comprised of data collected from 30 different participants performing 7 scripted activities (headshaking, nodding, speaking, eating, staying still, walking, and walking while speaking). Each activity was  recorded over ~180 seconds. Data sampling rate is variable (with a universal lower-bound of ~60Hz) due to Android's API limitations.

Current contents:



raw_data.zip: raw sensor data, with participants' demographic information

dataset_preprocessed.zip: pre-processed data used for the corresponding publications (for reproducibility purposes)


Until the main publication corresponding to the dataset is available, we kindly ask you to contact the first author to request access to the data.

In future versions, the repository will also include:



processed data



downsampled versions

extracted features



code for the data analysis related to the (yet-unpublished) dataset's publication, containing a HAR pipeline analysis with both ML and DL techniques
DOI: 10.15468/dl.x7xuvc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lynx canadensis Kerr, 1792)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Country is Brazil"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028135-241107131044228/datasets/export for details.
DOI: 10.15468/dl.b8zhnt
title: Occurrence Download

description: A dataset containing 25768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium macrorrhizum L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 25768 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028133-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m97r9t
title: Occurrence Download

description: A dataset containing 77427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aruncus dioicus (Walter) Fernald"
 ]
}

 The dataset includes 77427 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028130-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xbst5
title: Occurrence Download

description: A dataset containing 1824291 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus L'Hér."
 ]
}

 The dataset includes 1824291 records from 1059 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019966-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.33899.82725
title: Using Python for Principles of Econometrics: Code by Chapter
DOI: 10.5517/ccvggrh
title: CCDC 788477: Experimental Crystal Structure Determination

description: Related Article: K.Ha, S.B.Park, Y.J.Lee, H.J.Kim|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2120|doi:10.1107/S1600536810028813
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/ccvggsj
title: CCDC 788478: Experimental Crystal Structure Determination

description: Related Article: J.S.Nirmalram, P.T.Muthiah|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2121|doi:10.1107/S1600536810029119
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/ccvggtk
title: CCDC 788479: Experimental Crystal Structure Determination

description: Related Article: Xingxun Zhu, Ming Hu|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2123|doi:10.1107/S1600536810028874
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/ccvggvl
title: CCDC 788480: Experimental Crystal Structure Determination

description: Related Article: D.T.de Lill, A.de Bettencourt-Dias|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2124|doi:10.1107/S1600536810028837
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/ccvggwm
title: CCDC 788481: Experimental Crystal Structure Determination

description: Related Article: Si-Si Li, Bei Zhang, Hong-Lin Zhang|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2125|doi:10.1107/S1600536810028850
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/ccvggxn
title: CCDC 788482: Experimental Crystal Structure Determination

description: Related Article: H.K.A.Kashi, B.S.Palakshamurthy, M.VinduVahini, H.T.Srinivasa, H.C.Devarajegowda|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2126|doi:10.1107/S1600536810028965
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/ccvggyp
title: CCDC 788483: Experimental Crystal Structure Determination

description: Related Article: A.M.Asiri, S.A.Khan, M.N.Tahir|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2127|doi:10.1107/S1600536810029284
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/ccvggzq
title: CCDC 788484: Experimental Crystal Structure Determination

description: Related Article: H.D.Choi, P.J.Seo, B.W.Son, U.Lee|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2128|doi:10.1107/S1600536810029144
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/ccvgh0s
title: CCDC 788485: Experimental Crystal Structure Determination

description: Related Article: Yingming Mo, Hong-Jun Zang, Bo-Wen Cheng|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2129|doi:10.1107/S1600536810029211
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/ccvgh1t
title: CCDC 788486: Experimental Crystal Structure Determination

description: Related Article: M.Armaghan, M.M.Amini, S.W.Ng|2010|Acta Crystallogr.,Sect.E:Struct.Rep.Online|66|o2130|doi:10.1107/S1600536810029156
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.