cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7748274
title: A multispectral UAV Imagery dataset of wheat, soybean, and barley crops in East Kazakhstan

description: This study introduces a dataset of crop imagery captured during the 2022 growing season in the Eastern Kazakhstan region. The images were acquired using a multispectral camera mounted on an unmanned aerial vehicle (DJI Phantom 4). The agricultural land, encompassing 27 hectares and cultivated with wheat, barley, and soybean, was subjected to five aerial multispectral photography sessions throughout the growing season. This facilitated thorough monitoring of the most important phenological stages of crop development in the experimental design, which consisted of 27 plots, each covering one hectare. The collected imagery underwent enhancement and expansion, integrating a sixth band that embodies the normalized difference vegetation index (NDVI) values, in conjunction with the original five multispectral bands (Red, Green, Blue, Infrared, and Near Infrared). This amplification enables a more effective evaluation of vegetation health and growth, rendering the enriched dataset a valuable resource for the progression and validation of crop monitoring and yield prediction models, as well as for the exploration of precision agriculture methodologies.
description: This research was funded by the Science Committee of the Ministry of Science and Higher Education of the Republic of Kazakhstan, grant number AP09259379.
DOI: 10.25345/c5pk07b7b
title: MassIVE MSV000091508 - Toji_Phoradendron_brachystachyum_LocalizedMetabolomics_MassIVE_18MAR2023
title: Localized untargeted metabolomics of toji plant (Phoradendron brachystachyum), analyzing leaf, stem, and a mixture of both zones called "aerial parts".
DOI: 10.18112/openneuro.ds000031.v2.0.1
title: Myconnectome
DOI: 10.5517/ccdc.csd.cc2bqhdz
title: CCDC 2166571: Experimental Crystal Structure Determination

description: Related Article: Yizheng Bao, Xiaohang Wu, Bing Yin, Xi Kang, Zidong Lin, Huijuan Deng, Haizhu Yu, Shan Jin, Shuang Chen, Manzhou Zhu|2022|Chemical Science|13|14357|doi:10.1039/D2SC03239B
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: 10.25505/fiz.icsd.cc28466v
title: CSD 2089406: Experimental Crystal Structure Determination

description: Related Article: S. Thiyagaraj, Nagaiah kambhala, Vishal samaje |2023|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc28476w
title: CSD 2089437: Experimental Crystal Structure Determination

description: Related Article: S. Thiyagaraj, Nagaiah kambhala, Vishal samaje |2023|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.22299022
title: Data of The Effect of Coding on Preschoolers Measurement

description: The data contains pre, post and follow up test scores of 47 children. It has also gender, groups, income and educational backgrounds.
DOI: 10.6084/m9.figshare.22299022.v1
title: Data of The Effect of Coding on Preschoolers Measurement

description: The data contains pre, post and follow up test scores of 47 children. It has also gender, groups, income and educational backgrounds.
DOI: 10.21227/92nh-5n87
title: Heterogeneous Graph datasets

description: Link prediction and graph classification datasets for heterogeneous graphs in DGL format
DOI: 10.25919/025t-n409
title: Parkes observations for project P1166 semester 2022OCTS_08

description: Observationally, there are two basic types of Fast Radio Bursts (FRBs): repeating and non-repeating ones. In the southern sky, there are very limited number of repeaters we can monitor unless more are confirmed to repeat. Large sample of FRBs released by the CHIME telescope seems to tell us the morphology difference between repeater and non-repeaters, that is, repeating FRBs tend to exhibit more complex pulse profile but more narrowband radio emission. Using this dichotomy, we may be able to find more repeaters from the known sample. In this project, we select FRB 20180923B, which has not been followed up to date, as the target of this proposed observation. The source has a quite broad pulse width of 20 ms and its brightness is close with most repeaters of with similar dispersion. We request 16-hour observing with the Parkes ultra-wide-bandwidth receiver (UWL) to search for possible repeating events. Even non-detection can still constrain that most of FRBs are not active repeaters.
DOI: 10.25919/3b04-2j91
title: Parkes observations for project P737 semester 2022OCTS_10

description: The aim of this proposal is to carry out tests of the new backend instruments which cannot be carried out during standard maintenance periods. The scheduled time is used to measure beam shapes, determine polarisation calibration solutions and commission the National Facility observing modes for the new wide-band receiver.
DOI: 10.5281/zenodo.7749369
title: KeyNet: An Open Source Dataset of Key Bittings

description: This repository introduces a dataset of obverse and reverse images of 319 unique Schlage SC1 keys, labeled with each key's bitting code. We make our data accessible in an HDF5 format, through arrays aligned where the Nth index of each array represents the Nth key, with keys sorted ascending by bitting code: <code>/bittings</code>: Each keys 1-9 bitting code, recorded from shoulder through the tip of the key, <code>uint8</code> of shape (319,5). <code>/obverse</code>: Obverse image of each key, <code>uint8</code> of shape (319,512,512,3). <code>/reverse</code>: Reverse image of each key, <code>uint8</code> of shape (319,512,512,3). Full dataset details available on GitHub
DOI: 10.5281/zenodo.7749368
title: KeyNet: An Open Source Dataset of Key Bittings

description: This repository introduces a dataset of obverse and reverse images of 319 unique Schlage SC1 keys, labeled with each key's bitting code. We make our data accessible in an HDF5 format, through arrays aligned where the Nth index of each array represents the Nth key, with keys sorted ascending by bitting code: <code>/bittings</code>: Each keys 1-9 bitting code, recorded from shoulder through the tip of the key, <code>uint8</code> of shape (319,5). <code>/obverse</code>: Obverse image of each key, <code>uint8</code> of shape (319,512,512,3). <code>/reverse</code>: Reverse image of each key, <code>uint8</code> of shape (319,512,512,3). Full dataset details available on GitHub
DOI: 10.5281/zenodo.7749457
title: Appendix B - Hydrogeochemical evolution of groundwaters in the Williston Basin, Canada

description: Tables A1 and A2, Appendix B, for University of Saskatchewan Master Thesis <em>(Hydrogeochemical evolution of groundwaters in the Williston Basin, Canada).</em>
DOI: 10.5281/zenodo.7749456
title: Appendix B - Hydrogeochemical evolution of groundwaters in the Williston Basin, Canada

description: Tables A1 and A2, Appendix B, for University of Saskatchewan Master Thesis <em>(Hydrogeochemical evolution of groundwaters in the Williston Basin, Canada).</em>
DOI: 10.5281/zenodo.7749464
title: Effect of Hydroxyurea Therapy on Growth Parameters in Older Children with Sickle Cell Disease: Low Dose Versus High Dose.

description: Supplementary Table for a manuscript titled: <strong>Effect of Hydroxyurea Therapy on Growth Parameters in Older Children with Sickle Cell Disease: Low Dose Versus High Dose.</strong>
DOI: 10.5281/zenodo.7749463
title: Effect of Hydroxyurea Therapy on Growth Parameters in Older Children with Sickle Cell Disease: Low Dose Versus High Dose.

description: Supplementary Table for a manuscript titled: <strong>Effect of Hydroxyurea Therapy on Growth Parameters in Older Children with Sickle Cell Disease: Low Dose Versus High Dose.</strong>
DOI: 10.6084/m9.figshare.22299121
title: CORETM wearable sensor: comparison against gastrointestinal temperature during cold water ingestion and a 5 km running time-trial

description: Five km running time-trials (TT) are associated with rapid and significant increases in core body temperature (TC). For such races, real-time feedback from pre-exercise and exercise TC may be helpful in the design of an optimal pacing strategy aimed at limiting the possibility of developing heat-related illnesses. This study compared measurements of TC obtained with a wearable device, the CORETM, to those of a gastrointestinal pill (GI pill), during cold water ingestion and a 5 km running TT. Twelve participants (25 ± 4 yrs) ingested 7.5 mL/kg fat-free mass of 4°C water over the first 5 min of a 120 min sitting period, after which they completed a 5 km running TT at 30°C, 50% relative humidity. A TC difference &gt; ± 0.25°C between sensors was deemed clinically unacceptable. Prior to water ingestion, the CORE-derived TC was 0.49 ± 0.25°C lower than the GI pill. The CORE was irresponsive to the 0.26 ± 0.22°C peak decline in TC captured with the GI pill 40 min following water ingestion. Prior to the TT, TC was 0.30 ± 0.25°C lower with the CORE than the GI pill. During the TT, the CORE underestimated the rate of increase in TC by 0.0125 ± 0.019°C/min compared with the GI pill, and mean absolute difference in TC between sensors was of 0.47 ± 0.34°C. In conclusion, the CORE does not capture the cooling effect of cold water ingestion and provides a clinically relevant underestimation of TC during a 5 km running TT in the heat.
DOI: 10.6084/m9.figshare.3761562.v2529
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.6084/m9.figshare.22299052
title: Intransitive competition among three dominant ants in coffee farms in Puerto Rico

description: The file named "Data for spatial distribution of ants- Gran Batey" includes the spatial distribution of three dominant ant species (<em>Solenopsis invicta</em>, <em>Wasmannia auropunctata</em>, and <em>Monomorium floricola</em>) in a 30M X 120M plot in the Gran Batey Farm in Utuado, Puerto Rico. Data was taken in January and July from 2019 to 2023. Data represent the proportion of tuna fish baits (out of 5) occupied by ants on coffee plants after 45-60min of the deployment of the tuna fish baits. The fine named "Ten meter transects for Solenopsis<em> </em> and Wasmania" has data on the number of individuals of <em>Selenopsis geminata </em>or <em>Wasmania auropunctata</em> that arrived at 10, 30 and 60 minutes interval to ground baits (tunafish) in 10 meter transects with baits every 40 cm (for a total of 26 baits) per transects.
DOI: 10.21227/9vbp-n597
title: Deep Tendon Reflex Measurement Data (Radar and Motion Capture)

description: This dataset contains the extracted parameter data for the deep patellar tendon reflexes of four test subjects. Each subject was tapped with a reflex hammer with soft, medium, and hard taps three times. The dataset was collected by interpreting the spectrogram images from processed radar data and motion capture data.
DOI: 10.5281/zenodo.7749521
title: psittacula_himalayana_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7749520
title: psittacula_himalayana_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.6084/m9.figshare.20790337
title: Datasets associated with Pini-Fitzsimmons, J., Raoult, V., Gaston, T., Knott, N. & Brown, C., 2022, Diving into the diet of provisioned smooth stingrays using Stable Isotope Analysis.

description: Datasets consisting of raw stable isotope signatures (CombinedData.csv) and data for Bayesian stable isotope mixing models (other site-specific files; Bend = Bendalong, JB = Jervis Bay).
DOI: 10.6084/m9.figshare.20790337.v1
title: Datasets associated with Pini-Fitzsimmons, J., Raoult, V., Gaston, T., Knott, N. & Brown, C., 2022, Diving into the diet of provisioned smooth stingrays using Stable Isotope Analysis.

description: Datasets consisting of raw stable isotope signatures (CombinedData.csv) and data for Bayesian stable isotope mixing models (other site-specific files; Bend = Bendalong, JB = Jervis Bay).
DOI: 10.5281/zenodo.7749525
title: Correlations between monthly values for fungal CFU and air pollutants.

description: Correlations between monthly values for fungal CFU and air pollutants.
DOI: 10.5281/zenodo.7749524
title: Correlations between monthly values for fungal CFU and air pollutants.

description: Correlations between monthly values for fungal CFU and air pollutants.
DOI: 10.25505/fiz.icsd.cc2cz3j0
title: CSD 2203682: Experimental Crystal Structure Determination

description: Related Article: S. Thiyagaraj, Nagaiah kambhala|2023|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2cz3k1
title: CSD 2203683: Experimental Crystal Structure Determination

description: Related Article: S. Thiyagaraj, Nagaiah kambhala|2023|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.7749532
title: psittacula_himalayana_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.7749531
title: psittacula_himalayana_decontaminated_gx.fasta.gz

description: .
DOI: 10.5281/zenodo.5090768
title: Data for trichromatosome spFRET

description: spFRET data (.t3r) for trichromatosomes A-far and A-near. 2 models (.pdb) for A-far and A-near. Work done at DKFZ and HITS, Heidelberg, Germany.
DOI: 10.5281/zenodo.5090767
title: Data for trichromatosome spFRET

description: spFRET data (.t3r) and 2 FRET-derived models (.pdb) for trichromatosomes A-far and A-near. spFRET performed at DKFZ and modeling done at HITS, Heidelberg, Germany. Updated on 18th March 2023.
DOI: 10.5281/zenodo.7749530
title: Data for trichromatosome spFRET

description: spFRET data (.t3r) and 2 FRET-derived models (.pdb) for trichromatosomes A-far and A-near. spFRET performed at DKFZ and modeling done at HITS, Heidelberg, Germany. Updated on 18th March 2023.
DOI: 10.5281/zenodo.7749538
title: pyrrhura_berlepschi_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7749537
title: pyrrhura_berlepschi_decontaminated_FSCR.fasta.gz

description: .
DOI: 10.5281/zenodo.7749549
title: data for the submission in JGR: Earth Surface

description: <strong>Data explanation</strong> The dataset includes the major data for the manuscript: ‘Modeling Multi-Decadal Morphological Evolution of the Radial-Shaped Sand Ridges in the Southern Yellow Sea, China’. There are 7 data structures in the mat file: Elevation_SLRscenarios: this includes the elevation data for the sea level rise scenarios at year 2059, including the base scenario (noSLR), SLR1 (3 mm/yr), and SLR2 (11 mm/yr). Besides, the spatial info for the data and shown as X and Y, and the variable area is the area of the grid. Elevation_tide_ww_2017: this includes the elevation data at 2017 for two cases: tide-driven model (elevation_tide), and the tide, wind and waves driven model (elevation_tww). The spatial info is also included. Grainsize: this includes sand and fine sediment percentages for initial condition (RSR_fine_ini, RSR_sand_ini), at 2017 from the tide-driven model (RSR_fine_tide_2017, RSR_sand_2017), and at 2017 from the tide, wind and waves driven model (RSR_fine_tww_2017, RSR_sand_tww_2017). The spatial info is also included. Residual1979: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 1979. The spatial info is also included. Residual2017: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 2017. The spatial info is also included. Residual2059: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 2059. The spatial info is also included. Sedimentflux_profiles: this includes the net sediment flux across the profiles between the radial sand ridge system (RSR) and the abandoned yellow river delta (AYRD) (p1), and the RSR and the Yangtze River Delta (YRD) (p2). The variable distance_p1 and distance_p2 show the distance from coastline for P1 and P2 profiles, respectively. And the variables with ‘tide’ show the sediment flux from the tide-driven model at 2017, while the variables with ‘tww’ show the sediment flux from the tide, wind and waves driven model at 2017.
DOI: 10.5281/zenodo.7749548
title: data for the submission in JGR: Earth Surface

description: <strong>Data explanation</strong> The dataset includes the major data for the manuscript: ‘Modeling Multi-Decadal Morphological Evolution of the Radial-Shaped Sand Ridges in the Southern Yellow Sea, China’. There are 7 data structures in the mat file: Elevation_SLRscenarios: this includes the elevation data for the sea level rise scenarios at year 2059, including the base scenario (noSLR), SLR1 (3 mm/yr), and SLR2 (11 mm/yr). Besides, the spatial info for the data and shown as X and Y, and the variable area is the area of the grid. Elevation_tide_ww_2017: this includes the elevation data at 2017 for two cases: tide-driven model (elevation_tide), and the tide, wind and waves driven model (elevation_tww). The spatial info is also included. Grainsize: this includes sand and fine sediment percentages for initial condition (RSR_fine_ini, RSR_sand_ini), at 2017 from the tide-driven model (RSR_fine_tide_2017, RSR_sand_2017), and at 2017 from the tide, wind and waves driven model (RSR_fine_tww_2017, RSR_sand_tww_2017). The spatial info is also included. Residual1979: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 1979. The spatial info is also included. Residual2017: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 2017. The spatial info is also included. Residual2059: this includes the residual current and residual sediment flux calculated for 7 tidal cycles at 2059. The spatial info is also included. Sedimentflux_profiles: this includes the net sediment flux across the profiles between the radial sand ridge system (RSR) and the abandoned yellow river delta (AYRD) (p1), and the RSR and the Yangtze River Delta (YRD) (p2). The variable distance_p1 and distance_p2 show the distance from coastline for P1 and P2 profiles, respectively. And the variables with ‘tide’ show the sediment flux from the tide-driven model at 2017, while the variables with ‘tww’ show the sediment flux from the tide, wind and waves driven model at 2017.
DOI: 10.6084/m9.figshare.21823455.v31
title: The ReptileEvolution.com Project

description: Taxon exclusion is the number one problem currently vexing paleontology. The search for pterosaur, turtle, bat, snake, whale, reptile and tetrapod ancestors continues to unnecessarily befuddle paleontologists who continue to work from cherry-picked, textbook and traditional taxon lists that overlook and omit pertinent taxa. That’s why the large reptile tree (LRT), the nearly completely resolved cladogram at the heart of www.ReptileEvolution.com, includes 2212 taxa. Larger taxon numbers minimize taxon exclusion issues. Results indicate the simple act of adding taxa resolves all phylogenetic issues.
DOI: 10.34740/kaggle/dsv/5191480
title: arXiv Dataset
DOI: 10.5281/zenodo.7747864
title: MUSES Leaf Area Index (LAI) Monthly Global 500m SIN Grid in 2009

description: The MUltiscale Satellite remotE Sensing (MUSES) product suite includes products with different spatial and temporal resolutions for parameters such as Normalized Difference Vegetation Index (NDVI), Near-Infrared Reflectance of Vegetation (NIRv), Leaf Area Index (LAI), Fraction of Absorbed Photosynthetically Active Radiation (FAPAR), Fractional Vegetation Coverage (FVC), Gross Primary Production (GPP), Net Primary Production (NPP). For more information about the MUSES products, please refer to this website (https://muses.bnu.edu.cn/). This dataset is the MUSES global LAI product at 500m spatial resolution and monthly temporal resolution. The MUSES LAI product is provided on a Sinusoidal grid and spans from 2000 to 2019 (continuously updated). It was generated from time-series Moderate Resolution Imaging Spectroradiometer (MODIS) surface reflectance product using general regression neural networks (GRNNs) (Xiao <em>et al</em>., 2014; Xiao <em>et al.</em>, 2016). The MUSES LAI product is spatially complete and temporally continuous. This dataset is the MUSES LAI product in 2009. Please <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2008</strong></em><strong>, </strong>and <em><strong>click here</strong> to download the MUSES LAI product <strong>in 2010</strong></em>. <strong>Dataset Characteristics:</strong> Spatial Coverage: Global Temporal Coverage: 2009 Spatial Resolution: 500m Temporal Resolution: 1 month Projection: Sinusoidal Data Format: HDF Scale: 0.01 Valid Range: 0 – 1000 <strong>Citation </strong>(Please cite this paper whenever these data are used)<strong>:</strong> Xiao Zhiqiang, <em>et al</em>. (2014). Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 52, 209-223. Xiao Zhiqiang, <em>et al</em>. (2016). Long-time-series global land surface satellite leaf area index product derived from MODIS and AVHRR surface reflectance. <em>IEEE Transactions on Geoscience and Remote Sensing</em>, 54, 5301-5318. Xiao Zhiqiang, Jinling Song, Hua Yang, Rui Sun and Juan Li. (2022). A 250 m resolution global leaf area index product derived from MODIS surface reflectance data. <em>International Journal of Remote Sensing</em>, 43(4), 1199-1225. Xiao Zhiqiang, <em>et al</em>. (2017). Evaluation of four long time-series global leaf area index products. <em>Agricultural and Forest Meteorology</em>, 246, 218-230. If you have any questions, please contact Prof. Zhiqiang Xiao (zhqxiao@bnu.edu.cn).