cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/5bba9720a4f6e
title: Persistent Waterhole 200m-Segment data for NAWRA

description: Persistent waterholes provide important refuge habitats. Waterhole persistence data shows the percentage of years where surface water has been identified along the stream channels during the driest period of the dry seasons from 1988 to 2015 and is derived from Landsat imagery. This dataset was created for the CSIRO Northern Australia Water Resource Assessment (NAWRA) project. This dataset uses another dataset (also available on the Data Access Portal titled ‘Persistent waterholes derived from Landsat archive for NAWRA’), where waterholes were mapped at the end of each dry season (based on available cloud-free Landsat scenes) using a Normalised Difference Water Index derived from Landsat imagery. This method is described in Sims et al. (2016) and only looks at the persistence of water within each pixel through time.
This dataset allows for the fact that a waterhole can vary in shape and local location through time, by providing the percentage of years that at least one water pixel is identified within along-stream segments at the end of each dry season. 
Further information is provided as a supported attachment.
DOI: 10.5281/zenodo.1452435
title: Experimental Investigation On Effects Of Loading Rate, Surface Roughness And Normal Stress On Repeating Stick-Slip Behaviors

description: TEST DATA
DOI: 10.5287/bodleian:r5qdejxya
title: Understanding news story chains using information retrieval and  network clustering techniques: Replication Data
DOI: 10.25919/5bba9ca397908
title: Parkes observations for project P892 semester 2018APRS_BPSR_56

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.25919/5bba9cc50830a
title: Parkes observations for project P892 semester 2018APRS_BPSR_57

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.25919/5bba9d0e3d19e
title: Persistent waterholes derived from Landsat archive for NAWRA

description: Persistent waterholes provide important refuge habitats. Waterhole persistence data shows the percentage of years where surface water has been identified along the stream channels during the driest period of the dry seasons from 1988 to 2015 and is derived from Landsat imagery. This dataset was created for the CSIRO Northern Australia Water Resource Assessment (NAWRA) project.
These data are maps of persistent waterholes derived from the Landsat archive from 1988 to 2015 (i.e. 27 years). The Landsat archive data were extracted from Geoscience Australia’s Surface Reflectance NBAR product available on the National Computing Infrastructure. The method used to derive the persistent waterhole maps is described in the NAWRA technical report (Sims et al., 2016). The data are provided as percentage of (valid) years that a pixel contained water at the end of the dry season. A percent value of 100 means that the pixel was wet at the end of every dry season for all available years. Those pixels containing water in them at the end of the dry season for at least 90% of the years are provided as shape files. More information is provided in the supporting attachment.
DOI: 10.25919/5bbc7c12f0470
title: Parkes observations for project PX500 semester 2018APRS_BPSR_02

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries.  As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading.  The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period.  The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.5281/zenodo.1452434
title: Experimental Investigation On Effects Of Loading Rate, Surface Roughness And Normal Stress On Repeating Stick-Slip Behaviors

description: TEST DATA
DOI: 10.5281/zenodo.1441662
title: Market Gaps And Opportunities Dataset

description: This data has been collected in two phases, with a view to supporting the analysis of successful OI support service providers and platforms, which are interconnected with INVITE project. The first phase involved a desk review of secondary data sources that are available in the public domain. The second phase was implemented through a series of semi-structured in-depth interviews with respondents who work for either the Enterprise Europe Network (EEN), NineSigma or Steinbeis. The data collected consists of a combination of information extracted from the secondary data sources and information provided by the respondents during the in-depth interviews. In both cases, the data collected are mainly of a qualitative nature and recorded in the form of interview transcripts, containing information regarding how the OI platforms/service providers under study currently operate in terms of their value propositions, target audiences, service offerings (both online and offline) and commercial models.
DOI: 10.5281/zenodo.1441663
title: Market Gaps And Opportunities Dataset

description: This data has been collected in two phases, with a view to supporting the analysis of successful OI support service providers and platforms, which are interconnected with INVITE project. The first phase involved a desk review of secondary data sources that are available in the public domain. The second phase was implemented through a series of semi-structured in-depth interviews with respondents who work for either the Enterprise Europe Network (EEN), NineSigma or Steinbeis. The data collected consists of a combination of information extracted from the secondary data sources and information provided by the respondents during the in-depth interviews. In both cases, the data collected are mainly of a qualitative nature and recorded in the form of interview transcripts, containing information regarding how the OI platforms/service providers under study currently operate in terms of their value propositions, target audiences, service offerings (both online and offline) and commercial models.
DOI: 10.5281/zenodo.1450989
title: Dwd European Weather

description: opendata.dwd.de - OpenData by Deutscher Wetter Dienst

Conditions: https://www.dwd.de/EN/service/copyright/copyright_node.html

dates and times are UTC.
DOI: 10.5281/zenodo.1441352
title: Ideas and feedback collected during the INVITE Co-creation Workshop

description: In the framework of the INVITE Co-Creation Workshop, a diverse group of OI stakeholders engaged in a series of co-creative brainstorming and ideation sessions to co-define demand-driven designs and features for INVITE’s pilots and OI2 Lab. During the workshop six tables were set up to discuss six themes, each of which addressed key aspects of the pilots, services and tools to be deployed through the OI2 Lab. The discussions followed a semi-structured approach and were guided by six key questions, unique to each theme. With that in mind, this dataset comprises of both qualitative and quantitative data, as derived from the participants’ responses to each of these six questions per theme along with any additional ideas.
DOI: 10.5281/zenodo.1441353
title: Ideas and feedback collected during the INVITE Co-creation Workshop

description: In the framework of the INVITE Co-Creation Workshop, a diverse group of OI stakeholders engaged in a series of co-creative brainstorming and ideation sessions to co-define demand-driven designs and features for INVITE’s pilots and OI2 Lab. During the workshop six tables were set up to discuss six themes, each of which addressed key aspects of the pilots, services and tools to be deployed through the OI2 Lab. The discussions followed a semi-structured approach and were guided by six key questions, unique to each theme. With that in mind, this dataset comprises of both qualitative and quantitative data, as derived from the participants’ responses to each of these six questions per theme along with any additional ideas.
DOI: 10.5281/zenodo.1451773
title: Supplementary Data To: Detection Of Neoantigen-Specific T Cells Following A Personalized Vaccine In A Patient With Glioblastoma

description: Supplemental Data for the patient described in the manuscript: "Detection of Neoantigen-specific T Cells Following a Personalized Vaccine in a Patient with Glioblastoma". Summary of somatic variant calls from DNA whole exome, gene FPKM from RNA sequencing, and neoantigen predictions for high-affinity (ic<sub>50</sub> &lt;500 nM) candidates.
DOI: 10.5281/zenodo.1451774
title: Supplementary Data To: Detection Of Neoantigen-Specific T Cells Following A Personalized Vaccine In A Patient With Glioblastoma

description: Supplemental Data for the patient described in the manuscript: "Detection of Neoantigen-specific T Cells Following a Personalized Vaccine in a Patient with Glioblastoma". Summary of somatic variant calls from DNA whole exome, gene FPKM from RNA sequencing, and neoantigen predictions for high-affinity (ic<sub>50</sub> &lt;500 nM) candidates.
DOI: 10.17632/fth7vd6x29.1
title: Data for: Modeling nitrogen species as a source of titratable alkalinity and dissolved gas pressure in water

description: Five example data sets using two Excel models of total alkalinity and dissolved gas pressure based on C1, C2, and N1 species. Model 1 uses normal curves to model each point on the titration curve based on the pKa of the various noted species. Model 2 provides limits on the possible contribution from titratable N based on the ratio of C1:C2, total carbon, and total alkalinity.
DOI: 10.17632/ywrdhn97pw.1
title: Data for: Marine productivity, water column dynamics and seafloor anoxia in relation to Nile discharge during sapropels S1 and S3

description: Geochemistry and palynology data from sapropel 1 and sapropel 3 in core MS21PC offshore the Nile by Zwiep & Hennekam et al.; Marine productivity, water column dynamics and seafloor anoxia in relation to Nile discharge during sapropels S1 and S3
DOI: 10.21421/d2/znksut
title: Data on evaluation of broad-spectrum Streptomyces sp. for plant growth promotion traits in Chickpea (Cicer arietinum L.)
DOI: 10.21421/d2/fpfacd
title: Identified foliar fungal disease-resistant introgression lines with higher pod and haulm yield data in multilocation testing of Groundnut in Dharwad and Aliyar Nagar
DOI: 10.21421/d2/0cwgga
title: Selections data of high-oil-yielding stables Groundnut genotypes based on genotype X environment interactions
DOI: 10.17909/t9-h7st-r146
title: Swift UVOT Serendipitous Source Catalogue ("UVOTSSC")

description: Catalog of serendipitous source detections with the Swift UV-Optical Telescope, from roughly the first five years of observations.  Data are available as direct download or through MAST CasJobs.
DOI: 10.5281/zenodo.3457280
title: Temperature profile measurements in the debris-covered headwalls of four thaw slumps in the Tuktoyaktuk Coastlands, Northwest Territories, Canada

description: Temperature profile measurements in the debris-covered headwalls of four thaw slumps in the Tuktoyaktuk Coastlands, Northwest Territories, Canada, summer 2018 Instruments<br> We used iButton probes (DS1922L; maxim integrated) that were coated with resin.<br> We submerged the probes in an ice bath from 2018-5-31 22:00 - 2018-06-01 11:00. Deployment<br> The iButtons were anchored in hollow, sealed rods. The rods were inserted so that iButtons were located at 5, 20 and 35 cm depth.<br> The rods contained the following iButtons at (05, 20, 35) cm depth [None indicating that there was no probe in the respective slot]:<br> Rod, (probe at 5 cm, probe at 20 cm, probe at 35 cm),<br> 1, (01,02,03)<br> 2, (None,04,None)<br> 3, (None,05,None)<br> 4, (06,07,08)<br> 5, (09,10,11)<br> 6, (None,12,None)<br> 7, (None,13,None)<br> 8, (None,14,None)<br> 9, (16,15,None)<br> 10, (17,18,19) Locations<br> Top Lake:<br> Location: 68.757N, 133.520W<br> Rods: 4 (central), 7 (23 cm above central rod in dip direction), 1 (25 cm from central rod in strike direction [west]), 6 (23 cm below central rod in dip direction), 20 (10 m from headwall; slump floor)<br> Deployment: 2018-06-15 - 2018-08-05 Evan Lake:<br> Location: 68.754N, 133.464W<br> Rods: 9 (central)<br> Deployment: 2018-06-13 - 2018-08-24 Roadside:<br> Location: 69.007N, 133.361W<br> Rods: 10 (central), 2 (20 cm above central rod in dip direction), 8 (20 cm from central rod in strike direction [west]), 3 (20 cm below central rod in dip direction)<br> Deployment: 2018-06-27 - 2018-08-21 Timbit Lake:<br> Location: 69.105N, 133.290W<br> Rods: 5 (central)<br> Deployment: 2018-06-15 - lost<br> <br> Data description:<br> Each XX.txt file contains the native output of the iButton software by maxim integrated for probe XX. A calibration offset can be estimated from the average temperature recorded during the ice-bath calibration period.
DOI: 10.5281/zenodo.3457281
title: Temperature profile measurements in the debris-covered headwalls of four thaw slumps in the Tuktoyaktuk Coastlands, Northwest Territories, Canada

description: Temperature profile measurements in the debris-covered headwalls of four thaw slumps in the Tuktoyaktuk Coastlands, Northwest Territories, Canada, summer 2018 Instruments<br> We used iButton probes (DS1922L; maxim integrated) that were coated with resin.<br> We submerged the probes in an ice bath from 2018-5-31 22:00 - 2018-06-01 11:00. Deployment<br> The iButtons were anchored in hollow, sealed rods. The rods were inserted so that iButtons were located at 5, 20 and 35 cm depth.<br> The rods contained the following iButtons at (05, 20, 35) cm depth [None indicating that there was no probe in the respective slot]:<br> Rod, (probe at 5 cm, probe at 20 cm, probe at 35 cm),<br> 1, (01,02,03)<br> 2, (None,04,None)<br> 3, (None,05,None)<br> 4, (06,07,08)<br> 5, (09,10,11)<br> 6, (None,12,None)<br> 7, (None,13,None)<br> 8, (None,14,None)<br> 9, (16,15,None)<br> 10, (17,18,19) Locations<br> Top Lake:<br> Location: 68.757N, 133.520W<br> Rods: 4 (central), 7 (23 cm above central rod in dip direction), 1 (25 cm from central rod in strike direction [west]), 6 (23 cm below central rod in dip direction), 20 (10 m from headwall; slump floor)<br> Deployment: 2018-06-15 - 2018-08-05 Evan Lake:<br> Location: 68.754N, 133.464W<br> Rods: 9 (central)<br> Deployment: 2018-06-13 - 2018-08-24 Roadside:<br> Location: 69.007N, 133.361W<br> Rods: 10 (central), 2 (20 cm above central rod in dip direction), 8 (20 cm from central rod in strike direction [west]), 3 (20 cm below central rod in dip direction)<br> Deployment: 2018-06-27 - 2018-08-21 Timbit Lake:<br> Location: 69.105N, 133.290W<br> Rods: 5 (central)<br> Deployment: 2018-06-15 - lost<br> <br> Data description:<br> Each XX.txt file contains the native output of the iButton software by maxim integrated for probe XX. A calibration offset can be estimated from the average temperature recorded during the ice-bath calibration period.
DOI: 10.25345/c5k37g
title: MassIVE MSV000084361 - Contact-ID, a new tool for profiling organelle-membrane contact sites, reveals regulatory proteins of mitochondrial-associated membrane formation
title: Contact-ID, a new tool for profiling organelle-membrane contact sites, reveals regulatory proteins of mitochondrial-associated membrane formation
DOI: 10.25345/c5tm1j
title: MassIVE MSV000084359 - Go_BioID_humancellmap_HEK293_lowSDS_2019
title: This dataset consists of 68 raw MS files and associated peak lists and result files, acquired on Velos Orbitrap Elite mass spectrometer operated in Data Dependent Acquisition mode. All samples are BioID experiments, performed in HEK293 Flp-In T-REx cells from organellar and other subcellular markers using a protocol with low concentrations of SDS for lysis and washes. Sample preparation and mass spectrometric acquisition were performed by Christopher Go. The files are associated with a manuscript by Go et al. that describes generation of a proximity-dependent biotinylation (BioID) map of a human cell. Anne-Claude Gingras should be contacted for questions on this dataset (gingras@lunenfeld.ca).
DOI: 10.25345/c5zd3g
title: MassIVE MSV000084358 - Go_BioID_humancellmap_HEK293_prediction_2019
title: This dataset consists of 94 raw MS files and associated peak lists and result files, acquired on Velos Orbitrap Elite mass spectrometer operated in Data Dependent Acquisition mode. All samples are BioID experiments, performed in HEK293 Flp-In T-REx cells to validate some of the predictions from the dataset (protocol uses high concentrations of SDS for lysis and washes). Sample preparation and mass spectrometric acquisition were performed by Christopher Go. The files are associated with a manuscript by Go et al. that describes the generation of a proximity-dependent biotinylation (BioID) map of a human cell. Anne-Claude Gingras should be contacted for questions on this dataset (gingras@lunenfeld.ca).
DOI: 10.15468/wxtqxs
title: testyl

description: testyl
DOI: 10.17632/knd8ps8hs2.1
title: processed data

description: Fig.1 The He number density for equilibrium He bubble at 300K. The green and red dots correspond to the unsaturated and saturated state, respectively. Fig.2 The pressure of equilibrium He bubbles with d and He/vacancy ratios at 300K. The He bubbles reach to the saturated state when He/vacancy ratios increases to 0.85 for all sizes. The pressure of unsaturated He bubbles increases as He/vacancy ratio increases, whereas the pressure of saturated He bubbles tends to be stable with some fluctuation. Fig.3 The relationship between the bubble pressure and volume at different temperatures. The Y-L equation, even considering the finite width of the interface, is no longer agrees well with the saturated He bubble unless the temperature exceeds the melting point of samples. The state of unsaturated He bubbles approximates the ideal gas EOS. A modified EOS containing the correction terms of temperature and volume is proposed to describe the saturated He bubbles. Fig.4 The variation of volume with the number of He atoms (N) . The results show a near-linear relationship between volume and the number of He atoms both in unsaturated and saturated state. The modified EOS agrees well with the MD results for N&lt;15000. Fig.5 The relaxation process of He bubbles for different He/vacancy ratios (r) . A closed stacking fault octahedron is formed for r=1, while the closed SFO is insufficient to keep He bubble stability for r=1.5. Fig.6 The microstructure of the Al matrix induced by the equilibrium He bubbles with different initial configurations. Upper: the diameters of He bubbles are 1nm, 2nm, 3nm, 4nm and 5nm, respectively. Fig.7 The morphologies of He bubbles with d and r at 300K. Upper: the diameters are 1nm, 2nm, 3nm, 4nm and 5nm,respectively. Fig.8 The local lattice environment of He bubble on (111) plane at different temperatures. Atoms are color-coded by their local lattice structure (FCC (green), HCP (red) and disordered (white)) as obtained from dislocation extraction algorithm(DXA). The shape of He bubble shows a strong temperature dependence: (A)irregular polygon; (B)further deformation; (C)hexagon; (D)circle. Fig.9 (A)Sketch of the octahedral stress; (B)Sessile junctions obtained by removing the atoms of τ&lt;2GPa Fig.10 The shear stress-field nephogram around He bubbles.The nephograms show the shear stress-field inhomogeneously increases as the increasing d and r. Besides, the domain of shear stress field increases as the increasing d and r. Fig.11 No dislocation atoms are found in unsaturated state. The number of dislocation atoms is nearly linear with N in saturated state.
DOI: 10.5281/zenodo.3457343
title: Date and codes for the papar "Manifestation of topological gapless phase in two-dimensional system with chiral symmetry through Anderson localization"

description: The date and MATLAB codes of numerical calculations for the papar "Manifestation of topological gapless phase in two-dimensional system with chiral symmetry through Anderson localization". The codes are runnable in the MATLAB version R2018a.
DOI: 10.25606/surf.578c6039-a5af80fe
title: The Cosmogrid Simulation: Statistical Properties of Small Dark Matter Halos (2048-459)

description: We present the results of the "Cosmogrid" cosmological N-body simulation suites based on the concordance LCDM model. The Cosmogrid simulation was performed in a 30 Mpc box with 2048³ particles. The mass of each particle is 1.28x10^5 Msun, which is sufficient to resolve ultra-faint dwarfs. We found that the halo mass function shows good agreement with the Sheth & Tormen fitting function down to ~10^7 Msun. We have analyzed the spherically averaged density profiles of the three most massive halos which are of galaxy group size and contain at least 170 million particles. The slopes of these density profiles become shallower than -1 at the inner most radius. We also find a clear correlation of halo concentration with mass. The mass dependence of the concentration parameter cannot be expressed by a single power law, however a simple model based on the Press-Schechter theory proposed by Navarro et al. gives reasonable agreement with this dependence. The spin parameter does not show a correlation with the halo mass. The probability distribution functions for both concentration and spin are well fitted by the log-normal distribution for halos with the masses larger than ~10^8 Msun. The subhalo abundance depends on the halo mass. Galaxy-sized halos have 50% more subhalos than ~10^11 Msun halos have. This is snapshot 459 of the 2048³ resolution collection.