cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14884306
title: Puritan Bennett Ventilator Waveform Data

description: Puritan Bennett ventilator waveform data (sampling frequency 50Hz) for development of ventilator Clinical Decision Support Systems.  Please see https://dx.doi.org/10.3233/SHTI190235 for research article for which this dataset accompanies.

 

Please cite the following paper if this dataset is used:



@article{rehm2019improving,  title={Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode.},  author={Rehm, Gregory B and Kuhn, Brooks T and Nguyen, Jimmy and Anderson, Nicholas R and Chuah, Chen Nee and Adams, Jason Yeates},  journal={Studies in health technology and informatics},  volume={264},  pages={318--322},  year={2019}}


 

Additional Details

See A Computational System for Detecting the Acute Respiratory Distress Syndrome Using Physiologic Waveform Data from Mechanical Ventilators for more information on the dataset and the IRB approved protocol (#647002) for the data collection within intensive care environments of the University of California Davis Medical Center.  Briefly,

General Inclusion



Age ≥ 18

Mechanically ventilated in the ICU


General Exclusion



Transferred to ICU from outside facility

Chronic tracheostomy prior to admission

Known or suspected bronchopleural fistula

Diffuse chronic fibrotic lung disease

Pregnant women

Prisoners
DOI: 10.5281/zenodo.14880080
title: Dataset: Decadal Atlantic-Pacific Interactions in CMIP6 and E3SM Models (1950-2014)

description: This dataset supports the analysis of decadal-scale interactions between the tropical Atlantic and Pacific Oceans in climate models. It contains processed data from 27 CMIP6 models and two configurations of E3SM during 1950-2014, focusing on tropical Walker circulation and extratropical wave responses.
DOI: 10.5281/zenodo.14880079
title: Dataset: Decadal Atlantic-Pacific Interactions in CMIP6 and E3SM Models (1950-2014)

description: This dataset supports the analysis of decadal-scale interactions between the tropical Atlantic and Pacific Oceans in climate models. It contains processed data from 27 CMIP6 models and two configurations of E3SM during 1950-2014, focusing on tropical Walker circulation and extratropical wave responses.
DOI: 10.5281/zenodo.14884585
title: Dataset: Decadal Atlantic-Pacific Interactions in CMIP6 and E3SM Models (1950-2014)

description: This dataset supports the analysis of decadal-scale interactions between the tropical Atlantic and Pacific Oceans in climate models. It contains processed data from 27 CMIP6 models and two configurations of E3SM during 1950-2014, focusing on tropical Walker circulation and extratropical wave responses.
DOI: 10.5281/zenodo.11235257
title: NAHosMIP - monthly surface air temperature and precipitation

description: This dataset is for data generated from the North Atlantic Hosing Model Intercomparison Project (NAHosMIP), which is documented in Jackson et al, 2023. 

Data used in that paper (including AMOC streamfunctions) can be found here 

Experiments



picon - preindustrial control which was run as part of CMIP6 (Eyring et al., 2016),

u03-hos - constant uniform hosing of 0.3 Sv. 

u03-r50 - experiment with no hosing initialised 50 years into u03-hos

u03-r100 - experiment with no hosing initialised 100 years into u03-hos


Models

Eight CMIP6 models took part: CanESM5, CESM2, EC-Earth3, HadGEM3-GC3-1LL, HadGEM3-GC3-1MM, IPSL-CM6A-LR, MPI-ESM1-2-HR, MPI-ESM1-2-LR  

Variables



tas - surface air temperature (monthly resolution)

pr - precipitation (monthly resolution)

evspsbl - surface evaporation (including sublimation and transpiration)

psl - sea level pressure


File name convention

We use the CMIP file naming convention, so for example:

tas_Amon_HadGEM3-GC31-LL_u03-r100_r1i1p1f1_gn_215001-215912.nc

$variable_$timeresolution_$model_$experiment_$version_$grid_$date.nc

Files with the same variable and model are combined in a tar file:

$variable_$timeresolution_$model_$version_$grid.tar
DOI: 10.5281/zenodo.14628540
title: NAHosMIP - monthly surface air temperature and precipitation v2

description: This dataset is for data generated from the North Atlantic Hosing Model Intercomparison Project (NAHosMIP), which is documented in Jackson et al, 2023. 

Data used in that paper (including AMOC streamfunctions) can be found here 

Experiments



picon - preindustrial control which was run as part of CMIP6 (Eyring et al., 2016),

u03-hos - constant uniform hosing of 0.3 Sv. 

u03-r50 - experiment with no hosing initialised 50 years into u03-hos

u03-r100 - experiment with no hosing initialised 100 years into u03-hos


Models

Eight CMIP6 models took part: CanESM5, CESM2, EC-Earth3, HadGEM3-GC3-1LL, HadGEM3-GC3-1MM, IPSL-CM6A-LR, MPI-ESM1-2-HR, MPI-ESM1-2-LR  

Variables



tas - surface air temperature (monthly resolution)

pr - precipitation (monthly resolution)

evspsbl - surface evaporation (including sublimation and transpiration)

psl - sea level pressure


File name convention

We use the CMIP file naming convention, so for example:

tas_Amon_HadGEM3-GC31-LL_u03-r100_r1i1p1f1_gn_215001-215912.nc

$variable_$timeresolution_$model_$experiment_$version_$grid_$date.nc

Files with the same variable and model are combined in a tar file:

$variable_$timeresolution_$model_$version_$grid.tarAdditional precip and wind filesAlso included are files used by Ben-Yami et al, 2024 who examined the impacts of an AMOC collapse on monsoons. The files contain monthly mean (mmean) or annual mean (ymean) of precipitation (prcp) and surface winds (ua and va) for the experiments u03-r50 (for HadGEM3-GC31-MM, CanESM5, CESM2) or u03-r100 (for IPSL-CM6A-LR)Files are named

BY24_$model_$exp.tar
DOI: 10.5281/zenodo.11235256
title: NAHosMIP - monthly surface air temperature and precipitation v3

description: This dataset is for data generated from the North Atlantic Hosing Model Intercomparison Project (NAHosMIP), which is documented in Jackson et al, 2023. 

Data used in that paper (including AMOC streamfunctions) can be found here 

Experiments



picon - preindustrial control which was run as part of CMIP6 (Eyring et al., 2016),

u03-hos - constant uniform hosing of 0.3 Sv. 

u03-r50 - experiment with no hosing initialised 50 years into u03-hos

u03-r100 - experiment with no hosing initialised 100 years into u03-hos


Models

Eight CMIP6 models took part: CanESM5, CESM2, EC-Earth3, HadGEM3-GC3-1LL, HadGEM3-GC3-1MM, IPSL-CM6A-LR, MPI-ESM1-2-HR, MPI-ESM1-2-LR  

Variables



tas - surface air temperature (monthly resolution)

pr - precipitation (monthly resolution)

evspsbl - surface evaporation (including sublimation and transpiration)

psl - sea level pressure


File name convention

We use the CMIP file naming convention, so for example:

tas_Amon_HadGEM3-GC31-LL_u03-r100_r1i1p1f1_gn_215001-215912.nc

$variable_$timeresolution_$model_$experiment_$version_$grid_$date.nc

Files with the same variable and model are combined in a tar file:

$variable_$timeresolution_$model_$version_$grid.tarAMOC timeseriesThese are included in the file M26.tar. This is the maximum streamfunction at 26.5NAdditional precip and wind filesAlso included are files used by Ben-Yami et al, 2024 who examined the impacts of an AMOC collapse on monsoons. The files contain monthly mean (mmean) or annual mean (ymean) of precipitation (prcp) and surface winds (ua and va) for the experiments u03-r50 (for HadGEM3-GC31-MM, CanESM5, CESM2) or u03-r100 (for IPSL-CM6A-LR)Files are named

BY24_$model_$exp.tar
DOI: 10.5281/zenodo.14884357
title: NAHosMIP - monthly surface air temperature and precipitation v3

description: This dataset is for data generated from the North Atlantic Hosing Model Intercomparison Project (NAHosMIP), which is documented in Jackson et al, 2023. 

Data used in that paper (including AMOC streamfunctions) can be found here 

Experiments



picon - preindustrial control which was run as part of CMIP6 (Eyring et al., 2016),

u03-hos - constant uniform hosing of 0.3 Sv. 

u03-r50 - experiment with no hosing initialised 50 years into u03-hos

u03-r100 - experiment with no hosing initialised 100 years into u03-hos


Models

Eight CMIP6 models took part: CanESM5, CESM2, EC-Earth3, HadGEM3-GC3-1LL, HadGEM3-GC3-1MM, IPSL-CM6A-LR, MPI-ESM1-2-HR, MPI-ESM1-2-LR  

Variables



tas - surface air temperature (monthly resolution)

pr - precipitation (monthly resolution)

evspsbl - surface evaporation (including sublimation and transpiration)

psl - sea level pressure


File name convention

We use the CMIP file naming convention, so for example:

tas_Amon_HadGEM3-GC31-LL_u03-r100_r1i1p1f1_gn_215001-215912.nc

$variable_$timeresolution_$model_$experiment_$version_$grid_$date.nc

Files with the same variable and model are combined in a tar file:

$variable_$timeresolution_$model_$version_$grid.tarAMOC timeseriesThese are included in the file M26.tar. This is the maximum streamfunction at 26.5NAdditional precip and wind filesAlso included are files used by Ben-Yami et al, 2024 who examined the impacts of an AMOC collapse on monsoons. The files contain monthly mean (mmean) or annual mean (ymean) of precipitation (prcp) and surface winds (ua and va) for the experiments u03-r50 (for HadGEM3-GC31-MM, CanESM5, CESM2) or u03-r100 (for IPSL-CM6A-LR)Files are named

BY24_$model_$exp.tar
DOI: 10.15468/dl.8jgass
title: Occurrence Download

description: A dataset containing 5388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Agrimonia eupatoria L."
 ]
}

 The dataset includes 5388 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003501-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh6sjz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Venustampulla echinocandica Unter., Réblová & Bills"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003502-250214102907787/datasets/export for details.
DOI: 10.15468/dl.b6y5tk
title: Occurrence Download

description: A dataset containing 4979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Ajuga reptans L."
 ]
}

 The dataset includes 4979 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003503-250214102907787/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.cc2k1mhr
title: CCDC 2355054: Experimental Crystal Structure Determination

description: Related Article: Zhou-Tian-Le Zhang, Zhen Ren, Xiaoyu Su, Tian-Peng Xie, Mengzhuo Yi, Hao Zhou, Min Yin, Zhong-Tao Ding|2025|RSC Advances|15|1805|doi:10.1039/D4RA08447K
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.cc2k3s6p
title: CCDC 2357122: Experimental Crystal Structure Determination

description: Related Article: Mannar R. Maurya, Monojit Nandi, Sonu Kumar, Puneet Gupta, Fernando Avecilla|2025|Inorg.Chem.|64|1734|doi:10.1021/acs.inorgchem.4c04035
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.cc2kf236
title: CCDC 2366047: Experimental Crystal Structure Determination

description: Related Article: Ming-Rong Liang, Xian Du, Jian Lin, Nianxin Rong, Xiaohang Zhan, Xinyue Mao, Haokun Zhuang, Tianyu Niu, Qin Yin|2025|J.Am.Chem.Soc.|147|4239|doi:10.1021/jacs.4c14200
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.cc2kt9d3
title: CCDC 2377805: Experimental Crystal Structure Determination

description: Related Article: Ming-Rong Liang, Xian Du, Jian Lin, Nianxin Rong, Xiaohang Zhan, Xinyue Mao, Haokun Zhuang, Tianyu Niu, Qin Yin|2025|J.Am.Chem.Soc.|147|4239|doi:10.1021/jacs.4c14200
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.cc2kxh99
title: CCDC 2380871: Experimental Crystal Structure Determination

description: Related Article: Björn Greijer, Alexandra Nefedova, Tatiana Agback, Peter Agback, Vambola Kisand, Kai Rausalu, Alexander Vanetsev, Gulaim A. Seisenbaeva, Angela Ivask, Vadim G. Kessler|2025|Nanoscale|17|3728|doi:10.1039/D4NR03730H
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.cc2kxhbb
title: CCDC 2380872: Experimental Crystal Structure Determination

description: Related Article: Björn Greijer, Alexandra Nefedova, Tatiana Agback, Peter Agback, Vambola Kisand, Kai Rausalu, Alexander Vanetsev, Gulaim A. Seisenbaeva, Angela Ivask, Vadim G. Kessler|2025|Nanoscale|17|3728|doi:10.1039/D4NR03730H
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.cc2l7sj5
title: CCDC 2390767: Experimental Crystal Structure Determination

description: Related Article: Dhananjay Chaudhary, Chandra Shekhar Maurya, Urmila Unnikrishnan, Malleswara Rao Kuram|2025|Chem.Commun.|61|2981|doi:10.1039/D5CC00154D
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.28431041
title: <b>Hysterectomy via Transluminal Endoscopic Surgery from Vaginal Natural Orifices under Regional Anesthesia</b>

description: This prospective cohort study aimed to evaluate the feasibility and outcomes of performing hysterectomy under spinal anesthesia using the V-NOTES technique. The study was conducted at Şanlıurfa Education and Research Hospital between July and October 2024. Participants included patients aged 30-70 years with an ASA of Anesthesiologists physical status classification of I or II, who were indicated for hysterectomy due to uterine, cervical, or adnexal conditions. A total of Sseventeen patients underwent hysterectomy via V-NOTES under spinal anesthesia.
DOI: 10.15468/jr59af
title: U.S. Fish and Wildlife Service Great Lakes Native Bee Survey

description: This dataset includes survey date, locality, methodology and collected specimen identification for native bee surveys conducted by the USFWS on public lands in the Great Lakes Basin.
DOI: 10.15468/qrfz8g
title: The Aquatic Ecological Survey of Regular Monitoring Stations at the Rivers Administered by the Central Government of Taiwan

description: A comprehensive ecological monitoring dataset covering 26 rivers (24 centrally-managed rivers and 2 cross-municipal rivers) in Taiwan, conducted through 250 fixed monitoring stations. The surveys are performed in 3-year cycles as part of the "River Situation Investigation and Conservation Measures Improvement Plan (中央管流域整體改善與調適計畫)."
DOI: 10.5517/ccv40wv
title: CCDC 778437: Experimental Crystal Structure Determination

description: Related Article: P.D.W.Boyd, A.J.Edwards, M.G.Gardiner, C.C.Ho, M.-H.Lemee-Cailleau, D.S.McGuinness, A.Riapanitra, J.W.Steed, D.N.Stringer, B.F.Yates|2010|Angew.Chem.,Int.Ed.|49|6315|doi:10.1002/anie.201003177
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/ccvf5hx
title: CCDC 787229: Experimental Crystal Structure Determination

description: Related Article: Jun Wang, Hai-shan Dong, Yi-gang Huang, Jin-shan Li, Xiao-qing Zhou|2006|Hecheng Huaxue|14|234|
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/ccv40xw
title: CCDC 778438: Experimental Crystal Structure Determination

description: Related Article: P.D.W.Boyd, A.J.Edwards, M.G.Gardiner, C.C.Ho, M.-H.Lemee-Cailleau, D.S.McGuinness, A.Riapanitra, J.W.Steed, D.N.Stringer, B.F.Yates|2010|Angew.Chem.,Int.Ed.|49|6315|doi:10.1002/anie.201003177
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/ccv40zy
title: CCDC 778440: Experimental Crystal Structure Determination

description: Related Article: P.D.W.Boyd, A.J.Edwards, M.G.Gardiner, C.C.Ho, M.-H.Lemee-Cailleau, D.S.McGuinness, A.Riapanitra, J.W.Steed, D.N.Stringer, B.F.Yates|2010|Angew.Chem.,Int.Ed.|49|6315|doi:10.1002/anie.201003177
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/ccv40yx
title: CCDC 778439: Experimental Crystal Structure Determination

description: Related Article: P.D.W.Boyd, A.J.Edwards, M.G.Gardiner, C.C.Ho, M.-H.Lemee-Cailleau, D.S.McGuinness, A.Riapanitra, J.W.Steed, D.N.Stringer, B.F.Yates|2010|Angew.Chem.,Int.Ed.|49|6315|doi:10.1002/anie.201003177
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/ccv4100
title: CCDC 778441: Experimental Crystal Structure Determination

description: Related Article: P.D.W.Boyd, A.J.Edwards, M.G.Gardiner, C.C.Ho, M.-H.Lemee-Cailleau, D.S.McGuinness, A.Riapanitra, J.W.Steed, D.N.Stringer, B.F.Yates|2010|Angew.Chem.,Int.Ed.|49|6315|doi:10.1002/anie.201003177
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/cctpwhv
title: CCDC 765808: Experimental Crystal Structure Determination

description: Related Article: Christos Apostolidis, Bernd Schimmelpfennig, Nicola Magnani, Patric Lindqvist-Reis, Olaf Walter, Richard Sykora, Alfred Morgenstern, Eric Colineau, Roberto Caciuffo, Reinhardt Klenze, Richard G. Haire, Jean Rebizant, Frank Bruchertseifer, Thomas Fanghänel|2010|Angew.Chem.,Int.Ed.|49|6343|doi:10.1002/anie.201001077
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/ccv0g4f
title: CCDC 775004: Experimental Crystal Structure Determination

description: Related Article: A.Ueda, K.Ogasawara, S.Nishida, T.Ise, T.Yoshino, S.Nakazawa, K.Sato, T.Takui, K.Nakasuji, Y.Morita|2010|Angew.Chem.,Int.Ed.|49|6333|doi:10.1002/anie.201002626
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/cctpwjw
title: CCDC 765809: Experimental Crystal Structure Determination

description: Related Article: Christos Apostolidis, Bernd Schimmelpfennig, Nicola Magnani, Patric Lindqvist-Reis, Olaf Walter, Richard Sykora, Alfred Morgenstern, Eric Colineau, Roberto Caciuffo, Reinhardt Klenze, Richard G. Haire, Jean Rebizant, Frank Bruchertseifer, Thomas Fanghänel|2010|Angew.Chem.,Int.Ed.|49|6343|doi:10.1002/anie.201001077
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/cctpwkx
title: CCDC 765810: Experimental Crystal Structure Determination

description: Related Article: Christos Apostolidis, Bernd Schimmelpfennig, Nicola Magnani, Patric Lindqvist-Reis, Olaf Walter, Richard Sykora, Alfred Morgenstern, Eric Colineau, Roberto Caciuffo, Reinhardt Klenze, Richard G. Haire, Jean Rebizant, Frank Bruchertseifer, Thomas Fanghänel|2010|Angew.Chem.,Int.Ed.|49|6343|doi:10.1002/anie.201001077
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.