cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6evbrp
title: Occurrence Download

description: A dataset containing 3278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is false",
 {
 "or" : [
 "TaxonKey is Akodon simulator Thomas, 1916",
 "TaxonKey is Akodon serrensis Thomas, 1902",
 "TaxonKey is Akodon paranaensis Christoff, Fagundes, Sbalqueiro, Mattevi & Yonenaga-Yassuda, 2000",
 "TaxonKey is Akodon montensis Thomas, 1913",
 "TaxonKey is Akodon cursor (Winge, 1887)",
 "TaxonKey is Akodon azarae (Fischer, 1829)"
 ]
 }
 ]
}

 The dataset includes 3278 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290703-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds004488.v1.1.0
title: A large-scale fMRI dataset for human action recognition
DOI: 10.5281/zenodo.7849622
title: Geomechanical laboratory investigation for the Eptachori, Pentalofos and Tsotyli formations in West Macedonia

description: The data comprises work under the Project Pilot Strategy GA No. 101022664, funded by the European Union. The work relates to rock samples collected in 2022 in West Macedonia, Greece. For full details, please refer to the following: Tsotyli formation: https://app.geosamples.org/sample/igsn/IE5770001 - <strong>WGS84 Lat : 40.3075, </strong><strong>WGS84 Long : 21.3354</strong> Pentalofos formation: https://app.geosamples.org/sample/igsn/IE5770002 - <strong>WGS84 Lat : 40.1332,</strong> <strong>WGS84 Long : 21.1997</strong> Eptachori formation: https://app.geosamples.org/sample/igsn/IE5770003 - <strong>WGS84 Lat : 40.1332, </strong><strong>WGS84 Long : 21.1997</strong> The focus of the work is related to CO2 storage in appropriate saline aquifers in West Macedonia. The bulk samples were shipped to IFP Energies for porosity and permeability laboratory investigation conducted by Nuclear Magnetic Resonance techniques (DOI:10.5281/zenodo.7777217). An additional set of samples were shipped to the Institute of Earth Sciences and the Department of Geosciences of the University of Évora for Geomechanical laboratory investigation for the Eptachori, Pentalofos and Tsotyli formations in West Macedonia. The Geomechanical investigation included Dynamic Elasticity Modulus, Point load and Schmidt Hammer measurements for samples collected from the Eptachori, Pentalofos and Tsotyli formations in West Macedonia. The data from this investigation are presented here.
description: CCUS, geomechanics
DOI: 10.5281/zenodo.8016655
title: Cuniculi of Veio channels

description: Etruscan hydraulic channels of Veio, cuniculi, for water drainage and flooding protection.
DOI: 10.5281/zenodo.8016654
title: Cuniculi of Veio channels

description: Etruscan hydraulic channels of Veio, cuniculi, for water drainage and flooding protection.
DOI: 10.17632/4k67sm72wg.1
title: CHARACTERIZATION OF ESSENTIAL OIL EXTRACT FROM CORIANDER SEEDS AND LEAVES AND EVALUATION OF ANTIOXIDANT AND ANTIMICROBIAL ACTIVITY

description: The coriander seed and leaf was assessed for proximate composition. The essential oil of coriander seed and leaf was obtained using hydrodistillation and the was optimized. The optimized yield was examined for physicochemical properties, total phenolic and flavonoid content. Furthermore, antioxidant, antimicrobial activities and oxidative stability of niger seed was assessed by storing at ambient temperature for 49 days.
DOI: 10.17632/8h3s6jkyff.2
title: TomatoPlantfactoryDataset

description: The dataset entitled Tomato Plantfactory Dataset, which comprises 520 images of the Micro tomato variety, captured at two different resolutions (6000x4000 and 4032x3024) and at two stages of fruit growth. The images were acquired in a complex lighting environment of an artificial light plant factory, presenting various complexities, including variations in perspectives, lighting quality, distance, and occlusions and blurs of the fruits. The dataset provides a valuable resource for researchers interested in developing new techniques for tomato fruit detection, classification, localization, and visualization. All tomato fruits have been manually annotated, resulting in a total of 9112 instances, including 5996 green fruits and 3116 red fruits. The annotation files are available in both PascalVOC and YOLO formats, facilitating the integration of the dataset into existing computer vision pipelines. Finally, the dataset can be conveniently partitioned for rapid model training purposes. 

If you are interested in this dataset and have introduced it in your research, please cite the article of this dataset.
"Z. Wu, M. Liu, C. Sun, X. Wang, A dataset of tomato fruits images for object detection in the complex lighting environment of plant factories, Data in Brief. 48 (2023) 109291. https://doi.org/10.1016/j.dib.2023.109291.
"
DOI: 10.6084/m9.figshare.22757087.v4
title: Supplementary Table S3 Differential gene GO enrichment analysis results Supplementary Table S4 Significantly enriched KEGG pathways

description: Differential gene GO enrichment analysis results
DOI: 10.17632/pxh6hz495n.1
title: test

description: This is part of the dataset to generate the tables and figures.
DOI: 10.5281/zenodo.8016522
title: ramdaq_annotation_v43_vM32

description: annotations, and index files used by rikenbit/ramdaq for analysis (human v43, mouse vM32)
DOI: 10.5281/zenodo.8016521
title: ramdaq_annotation_v43_vM32

description: annotations, and index files used by rikenbit/ramdaq for analysis (human v43, mouse vM32)
DOI: 10.6084/m9.figshare.22757087.v5
title: Supplementary file: Supplementary Table S3 Differential gene GO enrichment analysis results Supplementary Table S4 Significantly enriched KEGG pathways

description: Differential gene GO enrichment analysis results
DOI: 10.5517/ccdc.csd.cc29yy9j
title: CCDC 2143938: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yycl
title: CCDC 2143940: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yydm
title: CCDC 2143941: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yyfn
title: CCDC 2143942: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yygp
title: CCDC 2143943: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yybk
title: CCDC 2143939: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc2b6ym4
title: CCDC 2151636: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.cc29yyhq
title: CCDC 2143944: Experimental Crystal Structure Determination

description: Related Article: Lin Wu, Min Tang, Liang Jiang, Yinjuan Chen, Lifang Bian, Jiali Liu, Shangshang Wang, Yimin Liang, Zhichang Liu|2022|Nat. Synth.|2|17|doi:10.1038/s44160-022-00173-7
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.8011680
title: Scanpy Parameter Iterator - Galaxy Training Material

description: Input dataset for the Scanpy Parameter Iterator tutorial on Galaxy Training Network. It is an extension of Filter, Plot and Explore Single-cell RNA-seq Data tutorial.
description: Funding: EOSC-Life has received funding from the European Union's Horizon 2020 programme under grant agreement number 824087.
DOI: 10.5281/zenodo.8011681
title: Scanpy Parameter Iterator - Galaxy Training Material

description: Input dataset for the Scanpy Parameter Iterator tutorial on Galaxy Training Network. It is an extension of Filter, Plot and Explore Single-cell RNA-seq Data tutorial.
description: Funding: EOSC-Life has received funding from the European Union's Horizon 2020 programme under grant agreement number 824087.
DOI: 10.5281/zenodo.8016679
title: Scanpy Parameter Iterator - Galaxy Training Material

description: Input dataset for the Scanpy Parameter Iterator tutorial on Galaxy Training Network. It is an extension of Filter, Plot and Explore Single-cell RNA-seq Data tutorial.
description: Funding: EOSC-Life has received funding from the European Union's Horizon 2020 programme under grant agreement number 824087.
DOI: 10.6084/m9.figshare.21511677.v5
title: Characteristics of immune cell infiltration in inflamed mucosa of ulcerative colitis patients, hub gene candidates and key pathways in intestinal macrophage.

description: Tissue RNA was isolated from fresh mouse colon sample by Trizol reagent. Total RNA (1 µg) was reverse-transcribed using a reverse transcriptase kit (TakaRa, cat. RR036A-1, Tokyo, Japan). Hieff® qPCR SYBR Green Master Mix (Yeasen Biotechnolog, cat. 11201ES03, Shanghai, China) was used for Real-time qPCR. The comparative cycle threshold (Ct) method (2−ΔΔCT) was used to calculate relative expression, β-actin was used as the internal reference. We evaluated immunostaining by multiplying the intensity score and proportion score. Intensity score according to the intensity of cell staining: 0 for no positive staining (negative), 1 for light yellow (weakly positive), 2 for brown (positive) and 3 for dark brown (strongly positive). Proportion score according to the percentage of positive cells: 1 for ≤25%, 2 for 26%-50%, 3 for 51%-75% and 4 points for &gt; 75%.
DOI: 10.5281/zenodo.8016621
title: CCSSL_PhD_Thesis_Chapter_4_Supplementary_Tables

description: Supplementary Tables for Chapter 4 "Diversity and distribution of biosynthetic gene clusters related to ether lipid production in high microbial abundance sponges" of the PhD Thesis entitled <strong>Exploring the biosynthetic landscape of marine sponge microbiomes</strong>
DOI: 10.5281/zenodo.8016620
title: CCSSL_PhD_Thesis_Chapter_4_Supplementary_Tables

description: Supplementary Tables for Chapter 4 "Diversity and distribution of biosynthetic gene clusters related to ether lipid production in high microbial abundance sponges" of the PhD Thesis entitled <strong>Exploring the biosynthetic landscape of marine sponge microbiomes</strong>
DOI: 10.34740/kaggle/dsv/5873711
title: AutoXGB
DOI: 10.6084/m9.figshare.21511677.v6
title: Characteristics of immune cell infiltration in inflamed mucosa of ulcerative colitis patients, hub gene candidates and key pathways in intestinal macrophage.

description: Tissue RNA was isolated from fresh mouse colon sample by Trizol reagent. Total RNA (1 µg) was reverse-transcribed using a reverse transcriptase kit (TakaRa, cat. RR036A-1, Tokyo, Japan). Hieff® qPCR SYBR Green Master Mix (Yeasen Biotechnolog, cat. 11201ES03, Shanghai, China) was used for Real-time qPCR. The comparative cycle threshold (Ct) method (2−ΔΔCT) was used to calculate relative expression, β-actin was used as the internal reference. We evaluated immunostaining by multiplying the intensity score and proportion score. Intensity score according to the intensity of cell staining: 0 for no positive staining (negative), 1 for light yellow (weakly positive), 2 for brown (positive) and 3 for dark brown (strongly positive). Proportion score according to the percentage of positive cells: 1 for ≤25%, 2 for 26%-50%, 3 for 51%-75% and 4 points for &gt; 75%.
DOI: 10.6084/m9.figshare.22548238
title: pancreatic_tracks

description: <strong>pancreatic_tracks</strong>
DOI: 10.6084/m9.figshare.22548238.v3
title: pancreatic_tracks

description: <strong>pancreatic_tracks</strong>
DOI: 10.6084/m9.figshare.22548238.v4
title: pancreatic_tracks

description: <strong>pancreatic_tracks</strong>
DOI: 10.4121/16989046
title: DynaHicS Confined Wave Impact Data

description: This dataset includes laboratory measurements carried out in the wave flume of the Faculty of Civil Engineering at Delft University of Technology. These laboratory measurements were part of the DynaHicS Project, and were focused on improving the understanding of confined wave impact loads on vertical hydraulic structures with overhangs. Based on those laboratory measurements, loading prediction expressions were developed for this time of wave impacts. In this dataset, the incident wave conditions and the pressure measurements are presented for all laboratory tests.
DOI: 10.5281/zenodo.5758636
title: Assessing human well-being constructs with environmental and equity aspects: A review of the landscape

description: Coded data for Betley et al. 2021. Assessing human well-being constructs with environmental and equity aspects: A review of the landscape. People and Nature.
DOI: 10.5281/zenodo.7232735
title: Ensembled projection outputs of Lake Sunapee using multiple General Circulation models and Lake models

description: This dataset contains the ensemble projection output of Lake Sunapee, NH. The conception and methods of the dataset is explained in the manuscript "Uncertainty in projections of future lake thermal dynamics is differentially driven by global climate models and lake models."
DOI: 10.5286/isis.e.rb2000142-1
title: Understanding precrystallisation of MgSO4 through total neutron scattering.

description: MgSO4 (and its numerous hydrates) is an important system industrially and has become a model system for fundamental crystallisation studies [4]. By studying an aqueous solution, we aim to investigate the suitability of neutron total scattering as a technique for probing the prenucleation structures and behaviour with the future aim of applying this knowledge to explain the crystallisation complexity of this system. Using the EPSR approach we would hope to model/fit the intermolecular interactions of the Mg2+ and SO42- ions with each other and the solvent water.
DOI: 10.6084/m9.figshare.13090370
title: Metadata record for: County-level CO2 emissions and sequestration in China during 1997–2017

description: This dataset contains key characteristics about the data described in the Data Descriptor County-level CO2 emissions and sequestration in China during 1997–2017. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.17632/c4xj5rv6kv.2
title: Raster Circumpolar Arctic Vegetation Map

description: Authors: Martha K. Raynolds, Donald A. Walker, Andrew Balser, Christian Bay, Mitch Campbell, Mikhail M. Cherosov, Fred J. A. Daniëls, Pernille Bronken Eidesen, Ksenia A. Ermokhina, Gerald V. Frost, Birgit Jedrzejek, M. Torre Jorgenson, Blair E. Kennedy, Sergei S. Kholod, Igor A. Lavrinenko, Olga V. Lavrinenko, Borgþór Magnússon, Nadezhda V. Matveyeva, Sigmar Metúsalemsson, Lennart Nilsen, Ian Olthof, Igor N. Pospelov, Elena B. Pospelova, Darren Pouliot, Vladimir Razzhivin, Gabriela Schaepman-Strub, Jozef Šibík, Mikhail Yu. Telyatnikov, Elena Troeva.

Land cover maps are the basic data layer required for understanding and modeling ecological patterns and processes. The Circumpolar Arctic Vegetation Map (CAVM), produced in 2003, has been widely used as a base map for studies in the arctic tundra biome. However, the relatively coarse resolution and vector format of the map were not compatible with many other data sets. We present a new version of the CAVM, building on the strengths of the original map, while providing a finer spatial resolution, raster format, and improved mapping. The Raster CAVM uses the legend, extent and projection of the original CAVM. The legend has 16 vegetation types, glacier, saline water, freshwater, and non-arctic land. The Raster CAVM divides the original rock-water-vegetation complex map unit that mapped the Canadian Shield into two map units, distinguishing between areas with lichen- and shrub-dominated vegetation. In contrast to the original hand-drawn CAVM, the new map is based on unsupervised classifications of seventeen geographic/floristic sub-sections of the Arctic, using AVHRR and MODIS data (reflectance and NDVI) and elevation data. The units resulting from the classification were modeled to the CAVM types using a wide variety of ancillary data. The map was reviewed by experts familiar with their particular region, including many of the original authors of the CAVM from Canada, Greenland (Denmark), Iceland, Norway (including Svalbard), Russia, and the U.S. The analysis presented here summarizes the area, geographical distribution, elevation, summer temperatures, and NDVI of the map units. The greater spatial resolution of the Raster CAVM allowed more detailed mapping of water-bodies and mountainous areas. It portrays coastal-inland gradients, and better reflects the heterogeneity of vegetation type distribution than the original CAVM. Accuracy assessment of random 1-km pixels interpreted from 6 Landsat scenes showed an average of 70 % accuracy, up from 39 % for the original CAVM. The distribution of shrub-dominated types changed the most, with more prostrate shrub tundra mapped in mountainous areas, and less low shrub tundra in lowland areas. This improved mapping is important for quantifying existing and potential changes to land cover, a key environmental indicator for modeling and monitoring ecosystems.
DOI: 10.3886/e183761v1
title: Data and Code for: The Birth of a Nation: Media and Racial Hate

description: This paper documents the impact of popular media on racial hate by examining the first American blockbuster: 1915’s The Birth of a Nation, a fictional portrayal of the KKK’s founding rife with racist stereotypes. Exploiting the film’s five-year ``roadshow'', I find a sharp spike in lynchings and race riots coinciding with its arrival in a county. Instrumenting for roadshow destinations using the location of theaters prior to the movie's release, I show that the film significantly increased local Klan support in the 1920s. Roadshow counties continue to experience higher rates of hate crimes and hate groups a century later.
DOI: 10.5281/zenodo.6400256
title: Implications of emission sources and biosphere exchange on temporal variations of CO2 and δ13C using continuous atmospheric measurements at Shadnagar (India)

description: The data contains daily atmospheric CO2 mixing ratios and 13C of CO2 over the Shadnagar region of India during November 2018 to October 2019.
DOI: 10.5281/zenodo.7058818
title: Supplemental Data Sets for "Buried Ice Deposits in Lunar Polar Cold Traps were Disrupted by Ballistic Sedimentation"

description: Supporting Data Sets for manuscript "Buried Ice Deposits in Lunar Polar Cold Traps were Disrupted by Ballistic Sedimentation". Contains Data Sets S1-S7 as described in the manuscript and Supplementary information S1 (see https://doi.org/10.1029/2022JE007567).
DOI: 10.34740/kaggle/dsv/5873705
title: LUFlow Network Intrusion Detection Data Set