cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/cc80df6c28f6d2a1d0af209d17d64c61
title: Multi-site grassland plant biomass, species richness and light (PAR):e247: Nutrient Network: A cross-site investigation of bottom-up control over herbaceous plant community dynamics and ecosystem function.
DOI: 10.6073/pasta/e983791f5eff7014a8f73d3a199ac6b0
title: Weather station data acquired across multiple locations on the San Joaquin Experimental Range, California, 2011-2017
DOI: 10.5258/soton/d0364
title: Intrinsic and photo-induced properties of high refractive index azobenzene based thin films

description: This dataset supports the publication:
E. Mavrona, et al (2018). Intrinsic and photo-induced properties of high refractive index azobenzene based thin films [Invited]. Optical Materials Express 8, 420-430
DOI: 10.15468/et1fa6
title: The lestevoides species group of the genus Geodromicus Redtenbacher, 1857 (Insecta: Coleoptera: Staphylinidae: Omaliinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Shаvrin, Аlexey V. (2018): The lestevoides species group of the genus Geodromicus Redtenbacher, 1857 (Insecta: Coleoptera: Staphylinidae: Omaliinae). Zootaxa 4378 (2): 151-190, DOI: https://doi.org/10.11646/zootaxa.4378.2.1
DOI: 10.5517/ccdc.csd.cc1z5nmf
title: CCDC 1822695: Experimental Crystal Structure Determination

description: Related Article: J. G. Malecki|2018|CSD Communication|||
description: Related Article: Danuta Sęk, Sonia Kotowicz, Sławomir Kula, Mariola Siwy, Agata Szłapa-Kula, Jan Grzegorz Małecki, Sebastian Maćkowski, Ewa Schab-Balcerzak|2019|Spectrochim.Acta,Part A|210|136|doi:10.1016/j.saa.2018.11.025
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: 10.17632/nz8c9hxwnr.1
title: Data for: Dr. Liver: A preoperative planning system of liver graft volumetry for living donor liver transplantation

description: The data consist of a comparison of intraoperatively measured graft weight with preoperatively estimated graft weight by Dr. Liver and syngo.via in terms of accuracy and time efficiency.
DOI: 10.17632/ry77drwmz3.1
title: Data for: A rapid, quantitative, and affordable fluorometric method to determine the viability of roots with potential application in fungal hyphae.

description: The aim of the study was to develop a rapid, reliable, and quantitative method to determine the viability of plant root samples using an area-scan plate reader. We modified existing fluorescein diacetate (FDA) methods, and optimized incubation time and root volume using pea roots (Pisum sativum) of known viability. We then compared our method to FDA microscopy and triphenyl tetrazolium chloride (TTC) reduction using pea roots and field-collected grass, forb, and tree roots. Finally, we used fungal hyphae to assess the suitability of our method to broader applications.
DOI: 10.5281/zenodo.1168855
title: Dataset For Generating Tl;Dr

description: This is the dataset for the TL;DR challenge containing posts from the Reddit corpus, suitable for abstractive summarization using deep learning. The format is a json file where each line is a JSON object representing a post. The schema of each post is shown below:


	author: string (nullable = true)
	body: string (nullable = true)
	normalizedBody: string (nullable = true)
	content: string (nullable = true)
	content_len: long (nullable = true)
	summary: string (nullable = true)
	summary_len: long (nullable = true)
	id: string (nullable = true)
	subreddit: string (nullable = true)
	subreddit_id: string (nullable = true)
	title: string (nullable = true)


Specifically, the <strong>content</strong> and <strong>summary</strong> fields can be directly used as inputs to a deep learning model (e.g. Sequence to Sequence model ). The dataset consists of 3,084,410 posts with an average length of 211 words for content, and 25 words for the summary.

<strong>Note : </strong>As this is the complete dataset for the challenge, it is up to the participants to split it into training and validation sets accordingly.
DOI: 10.5281/zenodo.1168854
title: Dataset For Generating Tl;Dr

description: This is the dataset for the TL;DR challenge containing posts from the Reddit corpus, suitable for abstractive summarization using deep learning. The format is a json file where each line is a JSON object representing a post. The schema of each post is shown below:


	author: string (nullable = true)
	body: string (nullable = true)
	normalizedBody: string (nullable = true)
	content: string (nullable = true)
	content_len: long (nullable = true)
	summary: string (nullable = true)
	summary_len: long (nullable = true)
	id: string (nullable = true)
	subreddit: string (nullable = true)
	subreddit_id: string (nullable = true)
	title: string (nullable = true)


Specifically, the <strong>content</strong> and <strong>summary</strong> fields can be directly used as inputs to a deep learning model (e.g. Sequence to Sequence model ). The dataset consists of 3,084,410 posts with an average length of 211 words for content, and 25 words for the summary.

<strong>Note : </strong>As this is the complete dataset for the challenge, it is up to the participants to split it into training and validation sets accordingly.
DOI: 10.5285/630bd9f3-2aec-2135-e053-6c86abc01eed
title: UK OSNAP near real-time glider dataset.

description: Temperature profiles, salinity profiles, and depth average current of the UK-OSNAP glider missions in the North Atlantic Ocean from 2014, near real time dataset.
DOI: 10.15468/hisehe
title: A taxonomic study of Quercuslangbianensis complex based on morphology and DNA barcodes of classic and next generation sequences

description: This dataset contains the digitized treatments in Plazi based on the original journal article Binh, Hoang Thi, Ngoc, Nguyen Van, Tagane, Shuichiro, Toyama, Hironori, Mase, Keiko, Mitsuyuki, Chika, Strijk, Joeri Sergej, Suyama, Yoshihisa, Yahara, Tetsukazu (2018): A taxonomic study of Quercuslangbianensis complex based on morphology and DNA barcodes of classic and next generation sequences. PhytoKeys 95: 37-70, DOI: http://dx.doi.org/10.3897/phytokeys.95.21126, URL: http://dx.doi.org/10.3897/phytokeys.95.21126
DOI: 10.15468/mzstlv
title: Two new species and two new records of Artabotrys (Annonaceae) from Thailand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chen, Junhao, Chalermglin, Piya, Saunders, Richard M. K. (2018): Two new species and two new records of Artabotrys (Annonaceae) from Thailand. PhytoKeys 95: 71-81, DOI: http://dx.doi.org/10.3897/phytokeys.95.23434, URL: http://dx.doi.org/10.3897/phytokeys.95.23434
DOI: 10.17603/ds2s105
title: Reserve Capacity in New and Existing Low-Ductility Steel Braced Frames

description: This award aims to understand and characterize, at a fundamental level, the influence of reserve capacity on the seismic performance of low-ductility steel concentrically-braced frames up to the point of collapse. Although low-ductility steel braced frames have brittle brace elements and connections, they can achieve system ductility if their gravity framing and gusset plate connections act partially-restrained after braces fracture. These partially-restrained connections form a "reserve" moment frame system that can prevent sidesway collapse even when the primary lateral force resisting system is significantly damaged. Design provisions for steel structures in low and moderate seismic regions implicitly rely on reserve capacity for collapse prevention, even though the nature of this reserve capacity is not well-understood and can vary widely. Thus, there is an essential need for clarity and consistency in considering reserve capacity for seismic design in moderate seismic regions. Foundational understanding of reserve capacity will provide broad national benefit by establishing an economical and reliable framework for design of new buildings in low and moderate seismic regions and for evaluation of existing buildings in all seismic regions of the United States. These significant contributions will be accomplished through integration of large-scale testing, design studies, computational simulations, and reliability-based performance assessments. The research team from the University of Illinois at Urbana-Champaign and Tufts University will use the George E. Brown, Jr. Network for Earthquake Engineering Simulation (NEES) facilities at Lehigh University. Collaboration with complementary research being conducted at Ecole Polytechnique Montreal will provide valuable synergistic opportunities and enhance the research impact.
DOI: 10.21220/v5bq8r
title: Summary Tables: 2012 Henrico County, Virginia Shoreline Inventory
DOI: 10.5517/ccdc.csd.cc1z5y7b
title: CCDC 1822962: Experimental Crystal Structure Determination

description: Related Article: Yu-Hui Luo, Li-Qiang Yi, Jia-Ni Lu, Long-Zhang Dong, Ya-Qian Lan|2018|CrystEngComm|20|6077|doi:10.1039/C8CE00693H
description: Related Article: Yuhui Luo|2018|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.1162762
title: Data Set For Plos One Article "Force Sharing And Other Collaborative Strategies In A Dyadic Force Perception Task"

description: Data set for Plos One Article :

Tatti, F., Baud-Bovy G. (2018) "Force sharing and other collaborative strategies in a dyadic force perception task". doi: 10.1371/journal.pone.0192754

This study investigates how people might interact to extract information from the forces experienced while holding an object together.   More specifically, the dyads (i.e. pairs formed two persons) participating to the study had to identify the direction of a small force applied to a jointly held object by a haptic device. This study included a condition where each participant responded independently and another one where the two participants had to agree upon a single negotiated response.

The dataset (data.csv) contains the force produced by the haptic device and the average and standard deviation of the interaction force for all trials together with the responses of the participants. We also included the initial and final position of the haptic device and total distance traveled for each trial.

The data are in comma separated text format and its description in a PDF document (readme.pdf).
description: The project was funded in part by the EU, under FP7 project CODEFROR (project n. PIRSES-2013-612555).
DOI: 10.5281/zenodo.1162763
title: Data Set For Plos One Article "Force Sharing And Other Collaborative Strategies In A Dyadic Force Perception Task"

description: Data set for Plos One Article :

Tatti, F., Baud-Bovy G. (2018) "Force sharing and other collaborative strategies in a dyadic force perception task". doi: 10.1371/journal.pone.0192754

This study investigates how people might interact to extract information from the forces experienced while holding an object together.   More specifically, the dyads (i.e. pairs formed two persons) participating to the study had to identify the direction of a small force applied to a jointly held object by a haptic device. This study included a condition where each participant responded independently and another one where the two participants had to agree upon a single negotiated response.

The dataset (data.csv) contains the force produced by the haptic device and the average and standard deviation of the interaction force for all trials together with the responses of the participants. We also included the initial and final position of the haptic device and total distance traveled for each trial.

The data are in comma separated text format and its description in a PDF document (readme.pdf).
description: The project was funded in part by the EU, under FP7 project CODEFROR (project n. PIRSES-2013-612555).
DOI: 10.5281/zenodo.1169422
title: Gitm Simulation - Withcusp - 20110614

description: GITM Simulation - WithCusp - 20110614
DOI: 10.6073/pasta/ed85023789b1926cf02d022f2334dfc2
title: Weather station data acquired across multiple locations in the Tehachapi mountains at Tejon Ranch, California, 2011-2017
DOI: 10.5281/zenodo.1169421
title: Gitm Simulation - Withcusp - 20110614

description: GITM Simulation - WithCusp - 20110614
DOI: 10.5281/zenodo.1169393
title: Sequencing Data For "Long Read Sequencing Reveals Poxvirus Evolution Through Rapid Homogenization Of Gene Arrays"

description: Illumina and Oxford Nanopore sequencing datasets (in FASTQ format) generated for the manuscript "Long read sequencing reveals poxvirus evolution through rapid homogenization of gene arrays." Paired-end Illumina MiSeq data are uploaded as two separate files ("r1" and "r2") for each passaged population. BAM files, filtered to exclude reads that did not align to K3L, are provided for passaged populations analyzed in the manuscript.
DOI: 10.5281/zenodo.1169108
title: Sim2Real-Icub

description: 24000 camera images (with 12000 mask) from iCub simulation and real robot (at Imperial College London).
	a subset of real robot images (2000 image) in "_tiny" folders
DOI: 10.5281/zenodo.1169425
title: Gitm Simulation - Withoutcusp - 20110614

description: GITM Simulation - WithoutCusp - 20110614
DOI: 10.5281/zenodo.1169426
title: Gitm Simulation - Withoutcusp - 20110614

description: GITM Simulation - WithoutCusp - 20110614
DOI: 10.6073/pasta/7477bf727706ae28a449926bf661ab49
title: Periphyton Accumulation Rates from Shark River Slough, Taylor Slough and Florida Bay, Everglades National Park (FCE) from January 2001 to Present
DOI: 10.6073/pasta/f828681aee80f5cdf2ec7800a7266be9
title: Periphyton Productivity from the Shark River Slough and Taylor Slough, Everglades National Park (FCE), from October 2001 to Present
DOI: 10.5517/ccdc.csd.cc1ls3bt
title: CCDC 1482926: Experimental Crystal Structure Determination

description: Related Article: Ghiasuddin, Muhammad Akram, Muhammad Adeel, Muhammad Khalid, Muhammad Nawaz Tahir, Muhammad Usman Khan, Muhammad Adnan Asghar, Malik Aman Ullah, Muhammad Iqbal|2018|J.Mol.Struct.|1160|129|doi:10.1016/j.molstruc.2018.01.100
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.cc1ls3cv
title: CCDC 1482927: Experimental Crystal Structure Determination

description: Related Article: Ghiasuddin, Muhammad Akram, Muhammad Adeel, Muhammad Khalid, Muhammad Nawaz Tahir, Muhammad Usman Khan, Muhammad Adnan Asghar, Malik Aman Ullah, Muhammad Iqbal|2018|J.Mol.Struct.|1160|129|doi:10.1016/j.molstruc.2018.01.100
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.cc1m99z6
title: CCDC 1498508: Experimental Crystal Structure Determination

description: Related Article: Kaihang Liu, Xinbo Zhou, Zhejing Xu, Hongzhen Bai, Jianrong Zhu, Jianming Gu, Guping Tang, Xingang Liu, Xiurong Hu|2018|J.Pharm.Biomed.Anal.|151|235|doi:10.1016/j.jpba.2017.12.035
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/dsv/11402398
title: Bharat Ratnas (Gems of India)
DOI: 10.6084/m9.figshare.22108064
title: Private test 3 for figuring out how to use Figshare.

description: Private test 3 for figuring out how to use Figshare.
DOI: 10.6084/m9.figshare.22108064.v5
title: Private test 3 for figuring out how to use Figshare.

description: Private test 3 for figuring out how to use Figshare.
DOI: 10.15468/dl.htt6j5
title: Occurrence Download

description: A dataset containing 3174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (04fd2e13-6881-4e5c-9dd1-8fdd9ab993c1, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 0c392aa0-a452-4254-be5c-e49dd60e9b02, d2519a48-9ed7-4e86-8692-338cfc214629, bb646dff-a905-4403-a49b-6d378c2cf0d9)",
 "TaxonKey is Lynx Kerr, 1792"
 ]
}

 The dataset includes 3174 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021861-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydceku
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria elliptilimba Merr."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088849-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vm3an
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteris dissitifolia Baker"
 ]
}

 The dataset includes 82 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088850-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k575td
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088854-240321170329656/datasets/export for details.
DOI: 10.15468/dl.usdvxn
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyrenacantha glabrescens (Engl.) Engl."
 ]
}

 The dataset includes 124 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088853-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxw9c2
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria elmeri Merr."
 ]
}

 The dataset includes 60 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088856-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvagcn
title: Occurrence Download

description: A dataset containing 16054 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania micrantha Kunth"
 ]
}

 The dataset includes 16054 records from 393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088851-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfuew2
title: Occurrence Download

description: A dataset containing 2832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum aleppicum Jacq.",
 "Country is China",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2832 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088855-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h27wa
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteris distans J.Sm."
 ]
}

 The dataset includes 29 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088857-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efhj4n
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus javanicus Blume"
 ]
}

 The dataset includes 99 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088858-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dc7zp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex camposii Boiss. & Reut.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088860-240321170329656/datasets/export for details.
DOI: 10.15468/dl.vpx3a2
title: Occurrence Download

description: A dataset containing 50018 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felis silvestris Schreber, 1777"
 ]
}

 The dataset includes 50018 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088782-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k5z76
title: Occurrence Download

description: A dataset containing 19822 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosopis juliflora (Sw.) DC."
 ]
}

 The dataset includes 19822 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088859-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uff3aa
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria elmeriana Hochr."
 ]
}

 The dataset includes 21 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088862-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.