cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2b9f47
title: CCDC 2154008: Experimental Crystal Structure Determination

description: Related Article: Alexander B. Weberg, Subhajyoti Chaudhuri, Thibault Cheisson, Christian Uruburo, Ekaterina Lapsheva, Pragati Pandey, Michael R. Gau, Patrick J. Carroll, George C. Schatz, Eric J. Schelter|2022|Chemical Science|13|6796|doi:10.1039/D2SC01926D
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.cc2b9f58
title: CCDC 2154009: Experimental Crystal Structure Determination

description: Related Article: Alexander B. Weberg, Subhajyoti Chaudhuri, Thibault Cheisson, Christian Uruburo, Ekaterina Lapsheva, Pragati Pandey, Michael R. Gau, Patrick J. Carroll, George C. Schatz, Eric J. Schelter|2022|Chemical Science|13|6796|doi:10.1039/D2SC01926D
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.cc29j365
title: CCDC 2130636: Experimental Crystal Structure Determination

description: Related Article: Liling Cao, Haotian Tian, Donghong Lin, Chensheng Lin, Feng Xu, Yinglei Han, Tao Yan, Jindong Chen, Bingxuan Li, Ning Ye, Min Luo|2022|Chemical Science|13|6990|doi:10.1039/D2SC01910H
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.6647288
title: Buteo lineatus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.6647287
title: Buteo lineatus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.1283522
title: Snow cover simulations and avalanche dynamics simulations for the area of Davos, Switzerland (2011-2014)

description: Alpine3D model simulations of the snow cover at 100m resolution for the area surrounding Davos for the period October 2010 to September 2014. Avalanche dynamics simulations using the RAMMS-Extended model of 169 selected avalanches in the same period, using initial conditions as simulated by the Alpine3D model. This dataset belongs to: Wever, N., Vera Valero, C., and Techel, F. (2018): <em>Coupled snow cover and avalanche dynamics simulations to evaluate wet snow avalanche activity</em>, J. Geophys. Res. Earth Surf., 123, 1772–1796 doi: 10.1029/2017JF004515.
DOI: 10.5281/zenodo.1283521
title: Snow cover simulations and avalanche dynamics simulations for the area of Davos, Switzerland (2011-2014)

description: Alpine3D model simulations of the snow cover at 100m resolution for the area surrounding Davos for the period October 2010 to September 2014. Avalanche dynamics simulations using the RAMMS-Extended model of 169 selected avalanches in the same period, using initial conditions as simulated by the Alpine3D model. This dataset belongs to: Wever, N., Vera Valero, C., and Techel, F. (2018): <em>Coupled snow cover and avalanche dynamics simulations to evaluate wet snow avalanche activity</em>, J. Geophys. Res. Earth Surf., 123, 1772–1796 doi: 10.1029/2017JF004515.
DOI: 10.5281/zenodo.6647564
title: Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks

description: Benchmark data sets of CDPred as described in <strong>Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks</strong> Zhiye Guo<sup>1</sup>, Jian Liu<sup>1</sup>, Jeffrey Skolnick<sup>2</sup>, Jianlin Cheng<sup>1*</sup> <sup>1 </sup>Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211 <sup>2 </sup>School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332-2000 *Corresponding author (chengji@missouri.edu) There is four test dataset in this package, each test dataset contains four different folders and one list file. The <strong>afpred_pdb</strong> includes all the corresponding monomer structures predicted by alphafold. The <strong>cdpred_output </strong>includes the prediction results of our tool CDPred for each dataset. The <strong>pre_gen_a3m </strong>includes the multiple sequence alignments file used by CDPred to generate prediction results. And the <strong>true_pdb </strong>includes the fasta file for the test dataset and its heavy atom distance map (h_dist) and carbon alpha distance map (real_dist) that extract from the native structure. HomoTest1: The homodimer test dataset contains 28 targets collect from CASP_CAPRI 10-13 HomoTest2: The homodimer test dataset contains 23 targets collect from CASP_CAPRI 13-14 HeteroTest1: The heterodimer test dataset contains 9 targets collect from CASP_CAPRI13-14 HeteroTest2: The heterodimer test dataset contains 55 targets collect from PDB bank 09-2021 to 11-2021
DOI: 10.5281/zenodo.6647563
title: Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks

description: Benchmark data sets of CDPred as described in <strong>Prediction of inter-chain distance maps of protein complexes with 2D attention-based deep neural networks</strong> Zhiye Guo<sup>1</sup>, Jian Liu<sup>1</sup>, Jeffrey Skolnick<sup>2</sup>, Jianlin Cheng<sup>1*</sup> <sup>1 </sup>Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211 <sup>2 </sup>School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA 30332-2000 *Corresponding author (chengji@missouri.edu) There is four test dataset in this package, each test dataset contains four different folders and one list file. The <strong>afpred_pdb</strong> includes all the corresponding monomer structures predicted by alphafold. The <strong>cdpred_output </strong>includes the prediction results of our tool CDPred for each dataset. The <strong>pre_gen_a3m </strong>includes the multiple sequence alignments file used by CDPred to generate prediction results. And the <strong>true_pdb </strong>includes the fasta file for the test dataset and its heavy atom distance map (h_dist) and carbon alpha distance map (real_dist) that extract from the native structure. HomoTest1: The homodimer test dataset contains 28 targets collect from CASP_CAPRI 10-13 HomoTest2: The homodimer test dataset contains 23 targets collect from CASP_CAPRI 13-14 HeteroTest1: The heterodimer test dataset contains 9 targets collect from CASP_CAPRI13-14 HeteroTest2: The heterodimer test dataset contains 55 targets collect from PDB bank 09-2021 to 11-2021
DOI: 10.6084/m9.figshare.20076266
title: Dataset PTF study

description: A complete data set before sub sampling
DOI: 10.6069/yzhv-h840
title: Global Dementia Care Spending and Future Spending Scenarios 2000-2050

description: This dataset contains retrospective estimates for healthcare spending attributable to dementia for 195 countries from 2000 to 2019 and prospective spending estimates from 2020 to 2050 under multiple scenarios. Intermediate and final estimates are provided. Intermediate estimates include community based care rate (CBC), nursing home based care rate (NHBC), community based care unit cost, and nursing home based care unit cost. Final estimates are attributable dementia spending. All spending is reported in 2019 United States dollars. Future estimates report the same model outputs as those reported in the retrospective model but include both reference and alternative scenarios based on accelerated care setting rates and units costs.
DOI: 10.5281/zenodo.6647738
title: Strategic selection of cryptocurrency investment portfolios based on discrete multi-criteria methods.

description: In recent years, cryptocurrencies have gone from an unknown plane to a protagonist one, with strategic investment in these assets becoming increasingly popular for organizations seeking to diversify their portfolios. However, cryptocurrencies carry a high risk due to their high volatility. Based on the multi-criteria decision making theory, a decision support system was developed for the design of business investment portfolios in cryptocurrencies, starting from the definition of criteria based on historical data that characterize returns and risks in different ways, all this for short time windows of 7 and 15 days. Then, the importance of criteria was analyzed by various methods and their impact was evaluated assuming changes in stock prices. Finally, multi-criteria methods were applied for the design of cryptocurrency investment portfolios in the above-mentioned time windows. The developed system is applicable to companies of any size, since the studied methods provide bigger rationality and objectivity to the strategic decision-making process. The resulting method can be extended in the future to incorporate criteria that take advantage of information on the market capitalization of cryptocurrencies, as well as capturing investor sentiment or the expected shortfall of the investment.
DOI: 10.5281/zenodo.6647737
title: Strategic selection of cryptocurrency investment portfolios based on discrete multi-criteria methods.

description: In recent years, cryptocurrencies have gone from an unknown plane to a protagonist one, with strategic investment in these assets becoming increasingly popular for organizations seeking to diversify their portfolios. However, cryptocurrencies carry a high risk due to their high volatility. Based on the multi-criteria decision making theory, a decision support system was developed for the design of business investment portfolios in cryptocurrencies, starting from the definition of criteria based on historical data that characterize returns and risks in different ways, all this for short time windows of 7 and 15 days. Then, the importance of criteria was analyzed by various methods and their impact was evaluated assuming changes in stock prices. Finally, multi-criteria methods were applied for the design of cryptocurrency investment portfolios in the above-mentioned time windows. The developed system is applicable to companies of any size, since the studied methods provide bigger rationality and objectivity to the strategic decision-making process. The resulting method can be extended in the future to incorporate criteria that take advantage of information on the market capitalization of cryptocurrencies, as well as capturing investor sentiment or the expected shortfall of the investment.
DOI: 10.21227/ck9f-zj92
title: In air signature databases

description: Two in-air signature databases were created. Forty participants voluntarily took part in each of the two databases’ construction. Some of them participated in both databases construction. Each participant signs in the air five signatures and imitates five signatures of five other participants.The proposed protocol for data acquisition consists of two ways for the two in-air signature databases respectively. In the first database, the participant sign in the air directly in front of the camera. In the second database, the participants sign in the air using a transparent glass plate between them and the camera. The data recorded on two files:-         The first file is a CSV file that contains the 2D coordinates of the signature in the air (x(t) and y(t)).-        The second is an image file of the signature in the air.
DOI: 10.5281/zenodo.6647704
title: Chiral flow in a binary mixture of two-dimensional active disks - Supplementary Data

description: Supplementary data for the paper: "Chiral flow in a binary mixture of two-dimensional active disks" *_raw_trajectories.pkl.xz files contain tracking data for each experiment as a pickled Pandas DataFrame object (xz compression) in pixel units (particle diameter=77px) *_w.pkl.xz files contain self-rotation velocity for each experiment as a pickled Pandas DataFrame object (xz compression) in rad/s experiments_properties.dat is a summary table containing the average fields (including vorticity and kinetic energy) for all experiments. Also subdivided by species.
DOI: 10.6084/m9.figshare.20076284
title: Creativity, electromagnetics, and climate

description: Data on 135 countries.
DOI: 10.6084/m9.figshare.20076281
title: additional_files.zip

description: This archive is an add-on to the project provided in (GitHub repo). It contains large files impossible to upload on GitHub. It contains the KB files from the ATT&CK and CAPEC Framework used in the project (ATT&CK -&gt; https://github.com/mitre-attack/attack-stix-data, CAPEC -&gt; https://github.com/mitre/cti) and a pretrained Word2vec model (https://ebiquity.umbc.edu/resource/html/id/379/Cybersecurity-embeddings) used to build a new LSTM classifier.
DOI: 10.6084/m9.figshare.20076047
title: Normalized data

description: Normalize data
DOI: 10.6084/m9.figshare.20076041.v1
title: Metadata

description: Information about the samples and treatments
DOI: 10.6084/m9.figshare.20076041
title: Metadata

description: Information about the samples and treatments
DOI: 10.15468/dl.9dbhgf
title: Occurrence Download

description: A dataset containing 1966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagnum palustre L."
 ]
}

 The dataset includes 1966 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325168-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bbnp9
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "PublishingOrg is ff90b050-c256-11db-b71b-b8a03c50a862",
 "PublishingOrg is 5c7a5c20-1bd0-11d8-a2da-b8a03c50a862",
 "PublishingOrg is 9630292c-c8ef-4efa-adda-399638be3b19",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
 },
 {
 "or" : [
 "TaxonKey is Schistocerca piceifrons (Walker, 1870)",
 "TaxonKey is Schistocerca piceifrons piceifrons",
 "TaxonKey is Schistocerca piceifrons peruviana Lynch Arribalzaga, 1903"
 ]
 }
 ]
}

 The dataset includes 390 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286845-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgf2vv
title: Occurrence Download

description: A dataset containing 3025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronica spicata L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 3025 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409713-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xttpnz
title: Occurrence Download

description: A dataset containing 221430 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis capillaris (L.) Wallr."
 ]
}

 The dataset includes 221430 records from 616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265865-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kgje3
title: Occurrence Download

description: A dataset containing 9093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((5.425 51.425,5.475 51.425,5.475 51.475,5.425 51.475,5.425 51.425))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 9093 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306219-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxfqmr
title: Occurrence Download

description: A dataset containing 22811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ARC-PPRI: National Collection Of Fungi(1817-2009)"
 ]
}

 The dataset includes 22811 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008796-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey5pks
title: Occurrence Download

description: A dataset containing 3097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidothrix nattereri (P.L.Sclater, 1865)"
 ]
}

 The dataset includes 3097 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051588-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8568329
title: AutoXGB
DOI: 10.15468/dl.5afrwr
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.60352 48.33794,-123.60399 48.33793,-123.60406 48.33735,-123.60303 48.33723,-123.60305 48.33773,-123.60352 48.33794))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 76 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220996-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhuk5q
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bryozoa, Echinoidea, Actinopterygii, Pycnogonida)",
 "Geometry POLYGON((163 -74.5,166 -74.5,166 -75.5,163 -75.5,163 -74.5))",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 381 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034603-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8568331
title: OnlineFree
DOI: 10.15468/dl.akesg4
title: Occurrence Download

description: A dataset containing 5658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegilops tauschii Coss."
 ]
}

 The dataset includes 5658 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306193-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt7p3d
title: Occurrence Download

description: A dataset containing 1011 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus euphratica Olivier"
 ]
}

 The dataset includes 1011 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302348-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd9k45
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-25.45277 67.17108,-31.96734 38.6907,-21.19324 25.32748,-13.92699 25.16044,-10.00154 33.6795,-1.73304 36.1851,11.21258 38.2731,12.96651 34.9323,30.83982 33.34542,42.53263 35.85102,43.11728 49.04721,33.34542 53.89138,33.59598 72.85045,-25.45277 67.17108))",
 "TaxonKey is Culex territans Walker, 1856",
 "Year 2000-2020"
 ]
}

 The dataset includes 110 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072235-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64t5fe
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neosebastes bougainvillii (Cuvier, 1829)"
 ]
}

 The dataset includes 541 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059628-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7z8k5u
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.58348 -34.83559,-71.52992 -34.88777,-71.1763 -34.99008,-70.79933 -34.93446,-70.59677 -34.81155,-70.7856 -34.3618,-71.08017 -34.23752,-71.39946 -34.23477,-71.59447 -34.59938,-71.58348 -34.83559))",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321506-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6zafa
title: Occurrence Download

description: A dataset containing 152395 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Vitis vinifera L., Vitis vinifera Marshall, Pleospora vitis-viniferae Frolov, Mycosphaerella vitis-viniferae Tomilin, Seimatosporium vitis-viniferae F.Liu, L.Cai & Crous, Vitis riparia x Vitis vinifera, Vitis berlandieri x Vitis vinifera, Vitis aestivalis x Vitis rupestris x Vitis vinifera, Vitis labrusca x Vitis riparia x Vitis vinifera, Vitis riparia x Vitis rupestris x Vitis vinifera)"
 ]
}

 The dataset includes 152395 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167325-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9atx23
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteris togoensis Hieron."
 ]
}

 The dataset includes 382 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075932-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.