cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccy2ytr
title: CCDC 866785: Experimental Crystal Structure Determination

description: Related Article: Zhongbao Jian,N.K.Hangaly,Weifeng Rong,Zehuai Mou,Dongtao Liu,Shihui Li,A.A.Trifonov,J.Sundermeyer,Dongmei Cui|2012|Organometallics|31|4579|doi:10.1021/om3003703
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/ccy2yrp
title: CCDC 866783: Experimental Crystal Structure Determination

description: Related Article: Zhongbao Jian,N.K.Hangaly,Weifeng Rong,Zehuai Mou,Dongtao Liu,Shihui Li,A.A.Trifonov,J.Sundermeyer,Dongmei Cui|2012|Organometallics|31|4579|doi:10.1021/om3003703
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/ccy2ysq
title: CCDC 866784: Experimental Crystal Structure Determination

description: Related Article: Zhongbao Jian,N.K.Hangaly,Weifeng Rong,Zehuai Mou,Dongtao Liu,Shihui Li,A.A.Trifonov,J.Sundermeyer,Dongmei Cui|2012|Organometallics|31|4579|doi:10.1021/om3003703
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: 10.13140/rg.2.2.20342.27204
title: Collembola Pfaffenbronn
DOI: 10.5517/ccy2ynl
title: CCDC 866780: Experimental Crystal Structure Determination

description: Related Article: Zhongbao Jian,N.K.Hangaly,Weifeng Rong,Zehuai Mou,Dongtao Liu,Shihui Li,A.A.Trifonov,J.Sundermeyer,Dongmei Cui|2012|Organometallics|31|4579|doi:10.1021/om3003703
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/ccws1f3
title: CCDC 827465: Experimental Crystal Structure Determination

description: Related Article: Zi-Jian Yao, Ge Su, Guo-Xin Jin|2011|Chem.-Eur.J.|17|13298|doi:10.1002/chem.201101638
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.5bkwdn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lerista bunglebungle Storr, 1991, Lerista bunglebungle Storr, 1991)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042422-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unfgtj
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pseudotaxus chienii (W.C.Cheng) W.C.Cheng"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096841-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jcsktty4zn.1
title: Application of tDCS in Cerebral & cerebellar area of chronic stroke patients to see theimprovement in balance

description: Two intervention groups were taken. In one group, tDCS was administered in the cerebellar area, and in another group, tDCS was administered in the leg motor area of the cerebral cortex. Conventional treatment was given in both groups. In every group, 20 minutes of tDCS was given followed by 30 minutes of a conventional physiotherapy program. The intervention was administered 4 times a week for 4 weeks. One baseline and one post-intervention assessment were taken with the help of outcome measures such as the Balance Error Scoring System, Timed Up and Go test, Modified Rivermead Mobility Index, and Dynamic Gait Index.
DOI: 10.15468/dl.p8ymmj
title: Occurrence Download

description: A dataset containing 3058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Diplorhynchus condylocarpon (Müll.Arg.) Pichon"
 ]
}

 The dataset includes 3058 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008625-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epj37g
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon navajoa N.H.Holmgren",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077239-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trqbqm
title: Occurrence Download

description: A dataset containing 4779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lerista bipes (Fischer, 1882), Lerista ips Storr, 1980)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4779 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042386-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqsfbn
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anatoma alta (R.B.Watson, 1886)"
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077228-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzgy9v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oligodon forbesi (Boulenger, 1883))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042402-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asqpsd
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Chrysolaena flexuosa (Sims) H.Rob."
 ]
}

 The dataset includes 239 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096984-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbp3tz
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudothecadactylus lindneri Cogger, 1975)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 138 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042471-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrd99u
title: Occurrence Download

description: A dataset containing 1262735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Ericales"
 ]
}

 The dataset includes 1262735 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077209-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhhtjg
title: Occurrence Download

description: A dataset containing 2390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uma notata Baird, 1858)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2390 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042424-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55yjku
title: Occurrence Download

description: A dataset containing 10171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Anredera cordifolia (Ten.) Steenis, Syzygium leptostemon (Korth.) Merr. & L.M.Perry, Cryptocarya montana (Kosterm.) van der Werff, Vriesea fluviatilis Kessous & A.F.Costa, Ocotea tovarensis Mez)"
 ]
}

 The dataset includes 10171 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064105-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8xb7j
title: Occurrence Download

description: A dataset listing the 9 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "Geometry POLYGON((4.7122 50.89878,4.81905 50.89878,4.81905 50.91867,4.81905 50.94248,4.7122 50.94248,4.7122 50.89878))",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 9 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042449-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fr6e5
title: Occurrence Download

description: A dataset containing 2625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turbo castanea Gmelin, 1791"
 ]
}

 The dataset includes 2625 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100692-220831081235567/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.25697193
title: <b>Anonymised</b> Data Set

description: To access the <b>"Main Study Analysis.omv"</b> anonymised data set created in jamovi™ version 2.3.28,Install the latest <b>solid</b> version of jamovi™ via this link https://www.jamovi.org/download.html.<b>solid</b> version is <i>Recommended for Most Users</i> and the <b>current</b> version has the <i>Latest Features</i>.Download the anonymised data set (.omv), and open via jamovi™, to view it.
DOI: 10.17632/dj294yyr9b.1
title: RepeatModeler and SSR finder derived mapped loci to chromosomes 1 to 12 of Capsicum baccatum and Capsicum chinense

description: This dataset contains annotated repetitive loci files of the cultivated hot chili peppers Capsicum baccatum and Capsicum chinense. Genome assemblies GCA_002271885.2_ASM227188v2 and GCA_002271895.2_ASM227189v2 were characterized via the RepeatModeler and SSR finder tools. The resultant annotated repetitive loci files are valuable and now available to the interested community for downstream analysis.
DOI: 10.15468/dl.59p8bd
title: Occurrence Download

description: A dataset containing 1406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-88.1111577000000068 41.5378845999999982, -88.1111577000000068 41.5391446000000002, -88.1111577000000068 41.5410346000000033, -88.1111577000000068 41.5424745999999985, -88.1111577000000068 41.5439146000000008, -88.1111577000000068 41.5449046000000024, -88.1111577000000068 41.5468845999999985, -88.1093601799999959 41.5468845999999985, -88.1067539600000060 41.5468845999999985, -88.1043274799999949 41.5468845999999985, -88.1022604799999982 41.5468845999999985, -88.1010023099999984 41.5468845999999985, -88.0993846599999983 41.5468845999999985, -88.0977670000000046 41.5468845999999985, -88.0965087000000011 41.5468845999999985, -88.0965087000000011 41.5448146000000023, -88.0965087000000011 41.5429245999999992, -88.0965087000000011 41.5412146000000035, -88.0965087000000011 41.5392346000000003, -88.0965087000000011 41.5378845999999982, -88.0980366099999941 41.5378845999999982, -88.1001036100000050 41.5378845999999982, -88.1015415300000058 41.5378845999999982, -88.1041477400000019 41.5378845999999982, -88.1063944800000058 41.5378845999999982, -88.1081918699999989 41.5378845999999982, -88.1092703099999994 41.5378845999999982, -88.1111577000000068 41.5378845999999982))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1406 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087854-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kmjg84z8cj.1
title: Annotated genes in cassava/mandioca/yuca (Manihot esculenta) via Eggnog-mapper, iTAK and PlantTFDB

description: This dataset contains annotated genes files of the widespread starchy crop cassava/mandioca/yuca. Coding protein genes of GCF_001659605.2_M.esculenta_v8 were characterized via the Eggnog-mapper, iTAK and PlantTFDB tools. The resultant annotated genes files are valuable and now available to the interested community for downstream analysis.
DOI: 10.15468/dl.f44m4z
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Línea base del medio biótico en los bosques para Acuerdos de Conservación Voluntaria en la microcuenca de la Quebrada Aguablanca -El Morro Yopal"
 ]
}

 The dataset includes 455 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073989-230530130749713/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.20481123.v3
title: Data from "Sensing the Full Dynamics of the Human Hand with a Neural Interface and Deep Learning"

description: Format
This dataset contains the ground truths and predictions of all deep learning models from Sîmpetru et al (<sub>https://doi.org/10.1101/2022.07.29.502064</sub>).
Fig. 2-4
The data is formatted as follows:

 The data used for <em>Fig. 2</em> is stored under <strong>3D_points_{random, testset}</strong> depending on whether the AI was tested with the random or the test set.
 The data used for <em>Fig. 3</em> is stored under <strong>angle_{random, test set}</strong> depending on whether the AI was tested with the random or the test set.
 The data used for <em>Fig. 4</em> is stored under <strong>force</strong>.
 Each of these folders contains the predicted and expected data for each of the 13 subjects stored as <strong>Subject{1, ..., 13}_{predicted, expected}.pkl</strong>.

Fig. 5
The data for Fig. 5 is stored under <strong>comparison</strong>.  
<br>
To distinguish between the EMG forms used, we use:

 5 Hz low-pass filtered as <strong>3D_points_5</strong>
 5 Hz low-pass filtered and rectified as <strong>3D_points_5_rectified</strong>
 20 Hz low-pass filtered as <strong>3D_points_20</strong>
 20 Hz low-pass filtered and rectified as <strong>3D_points_20_rectified</strong> 
 raw as <strong>3D_points_raw</strong>
 raw and rectified as <strong>3D_points_raw_rectified</strong>
 raw and 20 Hz low-pass filtered combined as <strong>3D_points_raw20</strong>

<br>
Each of these folders contains the predicted and expected data for each of the 4 subjects, stored as <strong>Subject{1, ..., 4}_{predicted, expected}.pkl</strong>.<br>

General file format
The saved <strong>.pkl</strong> files are tables where the columns represent the joint labels (<em>Fig. 1B</em>) and the rows represent the bin number.
<br>
Each cell of the table contains a series of 3 values representing the x, y and z coordinates of the respective joint label at a given time.<br>
<br>

Loading
The stored files are <em>pandas</em> (high-level python library for tables manipulation) dataframes stored using <em>pickle</em> (python object serialisation library).<br>
<br>
To read such a file, we give the following minimal example:<br>
<br>
import pandas as pd<br>
<br>
dataframe = pd.read_pickle("PATH_TO_FILE.pkl")<br>
<br>
# display head (top 5 rows) of the dataframe<br>
print(dataframe.head())<br>
DOI: 10.15468/dl.2uavme
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tropidonophis punctiventris (Boettger, 1895))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042381-230224095556074/datasets/export for details.
DOI: 10.15468/dl.khr2dc
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon leiophyllus Pennell",
 "HasCoordinate is true"
 ]
}

 The dataset includes 248 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077227-220831081235567/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.20481123
title: Data from "Learning a Hand Model from Dynamic Movements using High-density EMG and Convolutional Neural Networks"

description: FormatThis dataset contains the ground truths and predictions of all deep learning models from Sîmpetru et al (<sub>https://doi.org/10.1101/2022.07.29.502064</sub>).Fig. 2-4The data is formatted as follows:The data used for <i>Fig. 2</i> is stored under <b>3D_points_{random, testset}</b> depending on whether the AI was tested with the random or the test set.The data used for <i>Fig. 3</i> is stored under <b>angle_{random, test set}</b> depending on whether the AI was tested with the random or the test set.The data used for <i>Fig. 4</i> is stored under <b>force</b>.Each of these folders contains the predicted and expected data for each of the 13 subjects stored as <b>Subject{1, ..., 13}_{predicted, expected}.pkl</b>.Fig. 5The data for Fig. 5 is stored under <b>comparison</b>.<br>To distinguish between the EMG forms used, we use: <br>5 Hz low-pass filtered as <b>3D_points_5</b>5 Hz low-pass filtered and rectified as <b>3D_points_5_rectified</b>20 Hz low-pass filtered as <b>3D_points_20</b>20 Hz low-pass filtered and rectified as <b>3D_points_20_rectified</b>raw as <b>3D_points_raw</b>raw and rectified as <b>3D_points_raw_rectified</b>raw and 20 Hz low-pass filtered combined as <b>3D_points_raw20</b><br>Each of these folders contains the predicted and expected data for each of the 4 subjects, stored as <b>Subject{1, ..., 4}_{predicted, expected}.pkl</b>.<br>General file formatThe saved <b>.pkl</b> files are tables where the columns represent the joint labels (<i>Fig. 1B</i>) and the rows represent the bin number.<br>Each cell of the table contains a series of 3 values representing the x, y and z coordinates of the respective joint label at a given time.<br><br>LoadingThe stored files are <i>pandas</i> (high-level python library for tables manipulation) dataframes stored using <i>pickle</i> (python object serialisation library).<br><br>To read such a file, we give the following minimal example:<br><br>import pandas as pd<br><br>dataframe = pd.read_pickle("PATH_TO_FILE.pkl")<br><br># display head (top 5 rows) of the dataframe<br>print(dataframe.head())<br>
DOI: 10.15468/dl.9pa4g7
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sceloporus exsul Dixon, Ketchersid & Lieb, 1972)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042466-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n25p8h
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Turbo cailletii P.Fischer & Bernardi, 1857"
 ]
}

 The dataset includes 162 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100687-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enu3xs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Trogoderma granarium Everts, 1898",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100710-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ctrsk8
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carlia diguliensis (Kopstein, 1926))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 94 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042431-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.