cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15151/esrf-es-114565706
title: Ultrafine eutectic alloys for a new generation of metals for additive manufacturing
DOI: 10.7910/dvn/et52on/olklkc
title: 100m_topography5.7z
DOI: 10.7910/dvn/et52on/shzilf
title: 100m_topography2.7z
DOI: 10.7910/dvn/et52on/vhgcbs
title: 100m_topography8.7z
DOI: 10.7910/dvn/et52on/x93mxg
title: 100m_topography6.7z
DOI: 10.7910/dvn/89taox/lqtqar
title: 100m_chirpsv2_98-14.7z
DOI: 10.7910/dvn/et52on/1l8gjp
title: 100m_topography7.7z
DOI: 10.7910/dvn/vkaye8/f1fyya
title: 100m_slope1.7z
DOI: 10.7910/dvn/vkaye8/gxg0oa
title: 100m_slope3.7z
DOI: 10.7910/dvn/vkaye8/oaawa2
title: 100m_slope2.7z
DOI: 10.7910/dvn/vkaye8/qkdgrw
title: 100m_slope4.7z
DOI: 10.7910/dvn/vkaye8/zxz9th
title: 100m_slope5.7z
DOI: 10.7910/dvn/vo0unv/23mc9y
title: 100m_nightlightsv4_98-00.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/gmxxoh
title: 100m_nightlightsv4_03-13.web.stable_lights.avg_vis.7z
DOI: 10.7910/dvn/syzmux/cdhgpw
title: GRACE_jpl_rl05m_1997.gz
DOI: 10.7910/dvn/syzmux/l96cqw
title: GRACE_jpl_rl05m_2000.gz
DOI: 10.7910/dvn/syzmux/o16so6
title: GRACE_jpl_rl05m_2001.gz
DOI: 10.7910/dvn/syzmux/slhiya
title: GRACE_jpl_rl05m_1998.gz
DOI: 10.7910/dvn/syzmux/x7f5bp
title: GRACE_jpl_rl05m_1999.gz
DOI: 10.7910/dvn/syzmux/xkiosk
title: GRACE_jpl_rl05m_1996.gz
DOI: 10.7910/dvn/vo0unv/8pmx2z
title: 100m_nightlightsv4_08.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/h8veu6
title: 100m_nightlightsv4_00-01.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/hmnhv5
title: 100m_nightlightsv4_09-11.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/irxh4n
title: 100m_nightlightsv4_95-97.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/ltqfxi
title: 100m_nightlightsv4_06-07.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/pnkluq
title: 100m_nightlightsv4_04-08.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/qd81g0
title: 100m_nightlightsv4_02-03.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/salmf6
title: 100m_nightlightsv4_92-02.web.stable_lights.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/x7eelq
title: 100m_nightlightsv4_11-12.web.cf_cvg.7z
DOI: 10.7910/dvn/syzmux/bms98l
title: GRACE_jpl_rl05m_1992.gz
DOI: 10.7910/dvn/syzmux/idqd9f
title: GRACE_jpl_rl05m_1994.gz
DOI: 10.7910/dvn/syzmux/tgcod0
title: GRACE_jpl_rl05m_1993.gz
DOI: 10.7910/dvn/syzmux/v4vebd
title: GRACE_jpl_rl05m_1995.gz
DOI: 10.7910/dvn/vo0unv/2ig2mn
title: 100m_nightlightsv4_12-13.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/aqhksb
title: 100m_nightlightsv4_04-05.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/cswkqc
title: 100m_nightlightsv4_92-94.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/iixbr8
title: 100m_nightlightsv4_98-99.web.cf_cvg.7z
DOI: 10.7910/dvn/vo0unv/ozx0tm
title: 100m_nightlightsv4_01-03.web.avg_vis.7z
DOI: 10.7910/dvn/vo0unv/pa0jhg
title: 100m_nightlightsv4_09-10.web.cf_cvg.7z
DOI: 10.5281/zenodo.1483482
title: Data For Development, Evaluation And Application Of Nichenet

description: Here you can find the datasets used for development, validation and application of NicheNet, a method that links ligands to target genes to model intercellular communictation. The software to use NicheNet (i.e. R package nichenetr) is available at: https://github.com/browaeysrobin/nichenetr

Short description of individual files:

* data for development of NicheNet: 

- lr_network.rds: network containing ligand-receptor interactions

- signaling_network.rds: network containing signaling interactions

- gr_network.rds: network containing gene regulatory interactions

- weighted networks.rds: integrated weighted ligand-signaling and gene regulatory network

* data for use of NicheNet:

- ligand_tf_matrix.rds: matrix containing ligand-gene signaling scores

- tf_target_matrix.rds: matrix containing gene-gene regulatory scores

- ligand_target_matrix.rds: matrix containing ligand-target gene regulatory potential scores

* datasets for validation of NicheNet:

- expression_settings.rds: &gt;50 expression datasets profiling the transcriptional response to a ligand

* datasets to demonstrate application possibilities of NicheNet:

- gene_signature_pemt.txt: p-EMT geneset for which upstream regulators will be predicted

- hnscc_expression.rds: single-cell expression data of malignant and non-malignant cells from head and neck squamous cell carcinoma tumors
DOI: 10.5281/zenodo.1483483
title: Datasets For Development, Evaluation And Application Of Nichenet

description: Here you can find the datasets used for development, validation and application of NicheNet, a method that links ligands to target genes to model intercellular communictation. The software to use NicheNet (i.e. R package nichenetr) is available at: https://github.com/browaeysrobin/nichenetr

Short description of individual files:

* data for development of NicheNet

- lr_network: network containing ligand-receptor interactions

- signaling_network: network containing signaling interactions

- gr_network: network containing gene regulatory interactions

* data for use of NicheNet:

- weighted networks: integrated weighted ligand-signaling and gene regulatory network

- ligand_tf_matrix: matrix containing ligand-gene signaling scores

- tf_target_matrix: matrix containing gene-gene regulatory scores

- ligand_target_matrix: matrix containing ligand-target gene regulatory potential scores

* datasets for validation of NicheNet:

- expression_settings: &gt;50 expression datasets profiling the transcriptional response to a ligand

* datasets to demonstrate application possibilities of NicheNet

- gene_signature_pemt.txt: p-EMT geneset for which upstream regulators will be predicted

- hnscc_expression: single-cell expression data of malignant and non-malignant cells from head and neck squamous cell carcinoma tumors
DOI: 10.7910/dvn/u3ms5k/hbqh9w
title: Data_On-farm and market diversity are positively associated with dietary diversity_v1.tab
DOI: 10.7910/dvn/g4tblf/c8ioa1
title: HarvestChoice 2016 - CELL5M Variable Inventory (August 10).xlsx
DOI: 10.7910/dvn/h2q1nd/ibomco
title: README.pdf
DOI: 10.5281/zenodo.1483293
title: Sentiment Specific Word Embedding

description: sentiment specific word embedding  learned based on the approach described in the following paper:

D. Tang, et al., Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification, ACL 2014
DOI: 10.5281/zenodo.1483294
title: Sentiment Specific Word Embedding

description: sentiment specific word embedding  learned based on the approach described in the following paper:

D. Tang, et al., Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification, ACL 2014
DOI: 10.7910/dvn/piccre/qulhot
title: README.pdf
DOI: 10.7910/dvn/syzmux/v1krku
title: README.pdf
DOI: 10.7910/dvn/knery9/8so3yu
title: Global Terrorism Database ISIL-Related Auxiliary Dataset.pdf
DOI: 10.7910/dvn/odm2iq/znymtm
title: README.pdf
DOI: 10.7910/dvn/knery9/e8xocc
title: globalterrorismdb_ISILauxiliary_2002-2015.tab
DOI: 10.7910/dvn/z5xn1f/wamazl
title: Zambia_priority_CWR_occurrence_data_

description: Data
DOI: 10.7910/dvn/odm2iq/e2yrvc
title: ECCOV4R2_gcmfaces.pdf
DOI: 10.7910/dvn/odm2iq/xuwer7
title: ECCOV4R2_userGuide.pdf
DOI: 10.5281/zenodo.1484002
title: Data For Development, Evaluation And Application Of Nichenet

description: Here you can find the datasets used for development, validation and application of NicheNet, a method that links ligands to target genes to model intercellular communictation. The software to use NicheNet (i.e. R package nichenetr) is available at: https://github.com/browaeysrobin/nichenetr

Short description of individual files:

* data for development of NicheNet ("networks" subdirectory)

- lr_network.rds: network containing ligand-receptor interactions

- signaling_network.rds: network containing signaling interactions

- gr_network.rds: network containing gene regulatory interactions

- weighted networks.rds: integrated weighted ligand-signaling and gene regulatory network

* data for use of NicheNet ("model" subdirectory):

- ligand_tf_matrix.rds: matrix containing ligand-gene signaling scores

- tf_target_matrix.rds: matrix containing gene-gene regulatory scores

- ligand_target_matrix.rds: matrix containing ligand-target gene regulatory potential scores

* datasets for validation of NicheNet ("validation" subdirectory):

- expression_settings.rds: &gt;50 expression datasets profiling the transcriptional response to a ligand

* datasets to demonstrate application possibilities of NicheNet ("application" subdirectory)

- gene_signature_pemt.txt: p-EMT geneset for which upstream regulators will be predicted

- hnscc_expression.rds: single-cell expression data of malignant and non-malignant cells from head and neck squamous cell carcinoma tumors
DOI: 10.7910/dvn/xxouhf/awoatt
title: Cavallo_Online_Offline_Data_Replication.zip

description: Unzip this file to create a directory with all the data and replication files. Open readme.txt
DOI: 10.21421/d2/dvpp9l
title: Phenotypic and micronutrients data of Sorghum RIL populations trial during 2013-14 postrainy season at ICRISAT, Patancheru
DOI: 10.5258/soton/404690
title: Effects of micron scale surface profiles on acoustic streaming

description: Data collected for research presented in paper "Effects of micron scale surface profiles on acoustic streaming", in Microfluidics and Nanofluidics (forthcoming).A numerical model for the modelling of boundary-driven streaming in a 2D rectangular channel with micron scale structured surface is included.
DOI: 10.5258/soton/d0707
title: Dataset supporting the article entitled "Design and Optimisation of Inductive Coupling Links for 3D-ICs"

description: This dataset supports the article entitled "Design and Optimisation of Inductive Coupling Links for 3D-ICs" accepted for publication in IEEE Transactions on Very Large Scale Integration (VLSI) Systems.
DOI: 10.5258/soton/d0701
title: Dataset for Instrumentation for Simultaneous Non-Destructive Profiling of Refractive Index and Rare-Earth-Ion Distributions in Optical Fiber Preforms

description: Assigned DOI: https://doi.org/10.5258/SOTON/D0701Dataset supports:
Vivona, M. and Zervas, M. N. Instrumentation for Simultaneous Non-Destructive Profiling of Refractive Index and Rare-Earth-Ion Distributions in Optical Fiber Preforms. Publication in the journal Instruments.
DOI: 10.5281/zenodo.1484289
title: New Alternatives To The Flexibility Of Electric Demand

description: Over the past decades, the role of electric consumers has been increasingly active in terms of their connection with the profile of electricity demand they have. This change in approach has also been supported by the integration of renewable generation sources, which add a certain level of uncertainty to the system.
DOI: 10.5281/zenodo.1484290
title: New Alternatives To The Flexibility Of Electric Demand

description: Over the past decades, the role of electric consumers has been increasingly active in terms of their connection with the profile of electricity demand they have. This change in approach has also been supported by the integration of renewable generation sources, which add a certain level of uncertainty to the system.
DOI: 10.17632/chrg8wcb7v.1
title: Data for: Common Fate Motives Cooperation: The Influence of Risks on Contribution to Public Goods

description: Experimental data for Common Fate Motives Cooperation: The Influence of Risks on Contribution to Public Goods
DOI: 10.17632/n28txk5ytp.1
title: Data for: No Luck for Moral Luck

description: Data for "No luck for moral luck"
DOI: 10.17632/393hhkxwpc.1
title: Data for: Organic geochemistry of the Upper Triassic T3x5 source rocks and the hydrocarbon generation and expulsion characteristics in Sichuan Basin, Central China

description: Rock-Eval pyrolysis and gas chromatography data used in Sichuan Basin
DOI: 10.5281/zenodo.1482905
title: Distinction Of Self-Produced Touch And Social Touch At Cortical And Spinal Cord Levels

description: Dataset for tatcile self-other-distinction study
DOI: 10.5281/zenodo.1482906
title: Distinction Of Self-Produced Touch And Social Touch At Cortical And Spinal Cord Levels

description: Dataset for tatcile self-other-distinction study
DOI: 10.17632/c9s3xgsph6.2
title: Supplementary files of the manuscript "Avian malaria on Madagascar: prevalence, biodiversity and specialization of haemosporidian parasites" by S. Musa, U. Mackenstedt, F. Woog and A. Dinkel published in International Journal for Parasitology

description: Supplementary files of Avian malaria on Madagascar: prevalence, biodiversity and specialization of haemosporidian parasites Abstract: Previous studies about geographic patterns of species diversity of avian haemosporidian parasites did not include the avian biodiversity hotspot Madagascar. Since there are only few data available on avian malaria parasites on Madagascar we conducted the first large-scale molecular based study to investigate their biodiversity. 1,067 samples of 55 bird species were examined by a PCR method amplifying nearly the whole haemosporidian cytochrome b gene (1,063 bp). The parasite lineages found were further characterized phylogenetically and additionally the degree of specialization was determined with a newly introduced "Host-diversity" index (Hd). Our results demonstrate that Madagascar indeed represents a biodiversity hotspot for avian haemosporidian parasites as we detected 88 genetically distinct parasite lineages. Furthermore, by using a phylogenetic approach and including the sequence divergence we were able to assign the lineages to 29 groups i.e. supposed species. The here presented Hd-values for each parasite regarding host species, genus and family strongly support previous works demonstrating the elastic host ranges of some avian Haemosporida. In general, Plasmodium and Leucocytozoon species seem to be generalists whereas Haemoproteus species might be considered specialists. However, as demonstrated in various examples, single parasite species or lineages can deviate from this rule and should be examined individually.
DOI: 10.21421/d2/exxkox
title: Phenotypic and micronutrients data of Sorghum RIL populations trial during 2012-13 postrainy season at VNMKV, Parbhani
DOI: 10.5281/zenodo.1483472
title: Riba-Roja Reservoir Bathymetries

description: 20007 and 2008 Bathymetries of Riba-roja reservoir
DOI: 10.21421/d2/dzmi81
title: Phenotypic and micronutrients data of Sorghum RIL populations trial during 2012-13 postrainy season at IIMR, Hyderabad
DOI: 10.5281/zenodo.1484370
title: Tu Delft Open Science Mooc Survey 2018

description: The dataset contains a survey resultas conducted by the Open Science MOCC in Assignment 1. The results include the researchers' opinions regarding the Open Science topics.
DOI: 10.5281/zenodo.1484371
title: Tu Delft Open Science Mooc Survey 2018

description: The dataset contains a survey resultas conducted by the Open Science MOCC in Assignment 1. The results include the researchers' opinions regarding the Open Science topics.
DOI: 10.17632/rxrz4gn357.1
title: R script and raw daa (supplementary data)

description: These are the
DOI: 10.5281/zenodo.1484084
title: Data For Development, Evaluation And Application Of Nichenet

description: Here you can find the datasets used for development, validation and application of NicheNet, a method that links ligands to target genes to model intercellular communictation. The software to use NicheNet (i.e. R package nichenetr) is available at: https://github.com/browaeysrobin/nichenetr

Short description of individual files:

* data for development of NicheNet: 

- lr_network.rds: network containing ligand-receptor interactions

- signaling_network.rds: network containing signaling interactions

- gr_network.rds: network containing gene regulatory interactions

- weighted networks.rds: integrated weighted ligand-signaling and gene regulatory network

* data for use of NicheNet:

- ligand_tf_matrix.rds: matrix containing ligand-gene signaling scores

- tf_target_matrix.rds: matrix containing gene-gene regulatory scores

- ligand_target_matrix.rds: matrix containing ligand-target gene regulatory potential scores

* datasets for validation of NicheNet:

- expression_settings.rds: &gt;50 expression datasets profiling the transcriptional response to a ligand

* datasets to demonstrate application possibilities of NicheNet:

- gene_signature_pemt.txt: p-EMT geneset for which upstream regulators will be predicted

- hnscc_expression.rds: single-cell expression data of malignant and non-malignant cells from head and neck squamous cell carcinoma tumors
DOI: 10.17632/7f9z9yxcx8.1
title: Study 'Exon junction complex shapes the transcriptome by repressing recursive splicing' by Blazquez et al

description: The data was produced by Qiaxcel for quantification of splice variants as part of the study 'Exon junction complex shapes the transcriptome by repressing recursive splicing' by Blazquez et al.
DOI: 10.17632/8spp5dxz9t.1
title: Agamid lizards data - raw and processed data

description: raw data - parasites in agamid lizards
DOI: 10.17632/hh82g64mpv.1
title: Data for: Return-Oriented Programming on a Resource Constrained Device

description: This contains the files needed to reproduce the results in Appendix A which is the actual execution of the gadgets.
DOI: 10.17632/nphcty6yp8.1
title: A heuristic to determine the initial gravitational constant of the GSA

description: These files are the results of the experiments cited in the paper A heuristic to determine the initial gravitational constant of the GSA, which presentes the gravitational search algorithm with normalized gravitational constant (GSA-NGC). Thirteen benchmark functions were used in these experiments, seven unimodal functions (1-7) and six multimodal functions (8-13): 1. Sphere 2. Schwefel 2.22 3. Schwefel 1.2 4. Schwefel 2.21 5. Rosenbrock 6. Step 7. Quartic 8. Schwefel 2.26 9. Rastrigin 10. Ackley 11. Griewank 12. Penalized 1 13. Penalized 2 Each file is the result of 30 runs of a gravitational search algorithm on a benchmark function. Five series of experiments were conducted: * Experiments varying the initial gravitational constant of GSA (SGSA G0) in the values 1, 10, 100, 1000 and 10000. * Experiments varying the constant beta of the GSA-NGC (GSA-NGC Beta) in the values 0.125, 0.25, 0.5, 1, 2, 4 and 8. * Experiments comparing SGSA and GSA-NGC in a relatively small search space (Search Space Small), each dimension of which is 100 times smaller than the original; * Experiments comparing SGSA and GSA-NGC in a relatively big search space (Search Space Big), each dimension of which is 100 times bigger than the original; and * Experiments comparing SGSA and GSA-NGC in a irregular search space (Search Space Irregular), each dimension of which is a power of ten times the original. The parameters used in these experiments were: number of iterations T=1000, number of particles P=50 (for the first four series) and P=31 (for the last series), number of dimensions D=30 (for the first four series) and D=11 (for the last series), with alpha=20 and using the elitist strategy. These results are also shown in the pdfs. These experiments are further described in the paper. All results can be loaded in Octave using the load function.
DOI: 10.17632/wt7ybwz82g.1
title: MOLECULAR-CELL-D-18-01227 Boehm et al

description: This dataset contains the source data for the manuscript titled "Exon junction complexes suppress spurious splice sites to safeguard transcriptome integrity". The unprocessed and uncompressed imaging data for each main and supplemental figure can be found in the respective figure folder. The PDF files "OverviewMainRawImageData" and "OverviewSupplementRawImageData" in the respective folder provide an overview of all main and supplemental figure images used in this study.
DOI: 10.17632/ch9zcn8rbn.1
title: Oncogenic Notch promotes long-range regulatory interactions within hyperconnected 3D cliques

description: Western blot accompanying figures of manuscript entitled: "Oncogenic Notch promotes long-range regulatory interactions within hyperconnected 3D cliques"
DOI: 10.17632/np34pzmhb6.1
title: Data for: Genetic Modulation of RNA Splicing with a CRISPR-Guided Cytidine Deaminase

description: This data mainly includes the unprocessed images.
DOI: 10.17632/np5tsns7yb.1
title: Hospitality concept and their impact on guest behavioral intention

description: These datasets are the results of a survey from 647 hotel guests to verify the relationship between hospitality theory with service quality, satisfaction and perceived value concerning behavioral intention.
DOI: 10.17632/ymcpjvpv2f.1
title: Validation of the Hungarian version of the short happiness scale

description: This is a data set collected with the paper and pencil method from a non-volunteer student sample during an instructional demonstration. The data was collected with the aim to determine the psychometric properties of a translated Hungarian short version happiness scale based on the Subjective Happiness Scale (Lyubomirsky and Lepper, Social Indicators Research, 46, 137–155, 1999).
DOI: 10.5281/zenodo.1484393
title: Annotated Corpus For Picard

description: This corpus contains a collection of texts in Picard which were manually annotated with parts-of-speech, lemmas, translations into French and location entities. The corpus was produced in the context of the RESTAURE project, funded by the French ANR. The current version of the corpus contains 25 documents. The annotation process is detailed in the following article: http://hal.archives-ouvertes.fr/hal-01704806

The untokenised and unannotated versions of the documents are found in the “extraits_reference_bruts” folder when available. The annotated versions of the documents are found in the “extraits_reference_annotes” folder. They are provided in a CSV format with the following columns:


	word form
	part-of-speech
	word lemma
	translation into French
	4 columns represent the annotated of location names (Quaero categories)
	2 columns indicate whether the token is part of a term (composed noun or locution for example)


If the lemma or French translation for a token is the same as the x<sup>th</sup> token before, it is annotated with "IDEM-x".

The csv file "liste_textes_distribues" contains details for each text: author, title of the book, publishing year, code, genre and linguistic area.
DOI: 10.17632/2nm52sxb7k.1
title: Data for: Enhanced irradiation resistance in a nanocrystalline highly concentrated metallic alloy thin film

description: This dataset contains: 1. One video of an irradiation performed in situ in the HCATF/Zircaloy-4 system. 2. The MIAMI-2 facility parameters to reproduce these irradiations. Note: V. Vishnyakov, O. Camara,
DOI: 10.17632/2nm52sxb7k.2
title: Data for: Enhanced irradiation resistance in a nanocrystalline highly concentrated metallic alloy thin film

description: This dataset contains: 1. One video of an irradiation performed in situ in the HCATF/Zircaloy-4 system. 2. The MIAMI-2 facility parameters to reproduce these irradiations. Note: V. Vishnyakov, O. Camara, G. Greaves, P.D. Edmondson, Y. Zhang and S.E. Donnelly.
DOI: 10.17632/fvp87r7zbn.1
title: Microstructure AA2030 after ECAP

description: Morphology and the distribution pattern of inclusions after four cycles of deformation along the Вс route and the C route