cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23664657
title: Tree growth ring data of <em>Betula platyphylla</em> var. <em>japonica</em> obtained in a 14-year-old stand at the experimental forest of the Hokkaido Research Center, FFPRI

description: Abstract The widths of tree growth rings of the main stems of 12 <em>Betula platyphylla</em> var. <em>japonica</em> individuals that were naturally regenerated in a birch stand at the Hokkaido Research Center were measured and converted to a machine readable data format. The sampled stems should have grown over 14 growing seasons. The individuals were felled in May 2019, and disks were sampled at 1-m intervals from a height of 0.3 m above the ground. The ring widths for every year were measured in four directions for each disk using a ring-measuring instrument. The number of cases where year-to-year change patterns in the ring widths were the same among the four examined directions was more than expected under the random condition. Finally, the data were assembled and saved as a comma-separated values file containing values for the mean radius of each stem, year, and height. In addition, stem analysis diagrams were drawn for each sampled stem. Data file structure Type: comma-separated values Character set: US-ASCII Newline code: LF Column description Tree: number of the sample tree Height: height of the disk (unit: m, accuracy: 0.1 m) Year: year of the ring formed Radius: mean of four radius lengths from the center to the outer edge of the ring (unit mm, accuracy 0.1mm)
DOI: 10.6084/m9.figshare.23664657.v1
title: Tree growth ring data of <em>Betula platyphylla</em> var. <em>japonica</em> obtained in a 14-year-old stand at the experimental forest of the Hokkaido Research Center, FFPRI

description: Abstract The widths of tree growth rings of the main stems of 12 <em>Betula platyphylla</em> var. <em>japonica</em> individuals that were naturally regenerated in a birch stand at the Hokkaido Research Center were measured and converted to a machine readable data format. The sampled stems should have grown over 14 growing seasons. The individuals were felled in May 2019, and disks were sampled at 1-m intervals from a height of 0.3 m above the ground. The ring widths for every year were measured in four directions for each disk using a ring-measuring instrument. The number of cases where year-to-year change patterns in the ring widths were the same among the four examined directions was more than expected under the random condition. Finally, the data were assembled and saved as a comma-separated values file containing values for the mean radius of each stem, year, and height. In addition, stem analysis diagrams were drawn for each sampled stem. Data file structure Type: comma-separated values Character set: US-ASCII Newline code: LF Column description Tree: number of the sample tree Height: height of the disk (unit: m, accuracy: 0.1 m) Year: year of the ring formed Radius: mean of four radius lengths from the center to the outer edge of the ring (unit mm, accuracy 0.1mm)
DOI: 10.21227/mazz-0h34
title: Lantana for Classification

description: Lantana flower, originally known as a parasitic and poisonous plant, is expansive to fill many livestock fields. Lantana data sets are open source and can be used by many researchers to create models with higher accuracy. currently the accuracy using this dataset has reached 99.8% using k-NN and preceded by feature extraction using VGG-16 Lantana flower, originally known as a parasitic and poisonous plant, is expansive to fill many livestock fields. Lantana data sets are open source and can be used by many researchers to create models with higher accuracy. currently the accuracy using this dataset has reached 99.8% using k-NN and preceded by feature extraction using VGG-16 Lantana flower, originally known as a parasitic and poisonous plant, is expansive to fill many livestock fields. Lantana data sets are open source and can be used by many researchers to create models with higher accuracy. currently the accuracy using this dataset has reached 99.8% using k-NN and preceded by feature extraction using VGG-16
DOI: 10.6084/m9.figshare.23701674
title: Supplemental Tables and Figures for Wenting Zuo et al., 2023

description: supplemental tables and figures for single cell sequencing mentioned at present study.
DOI: 10.5281/zenodo.8157812
title: Locating Manning-based Satellite Gauging Reach for River Discharge Estimation from Remotely Sensed Imagery

description: River discharge is critical for understanding river hydrological condition and water resource management. With the advance of earth observation technologies, estimating river discharge through remote sensing using Manning's Equation has become more and more popular for filling the gaps in gauging observations. However, finding a Manning-based Satellite Gauging Reach (MSGR) that can successfully transfer satellite signals into river discharge based on the Equation is not easy and lacks proper guidance. Theredore, we provide a practical approach for locating MSGR.<br> The manuscript is currently under review by Water Resources Research.<br> This repositry is the data for reproducing the figures in our manuscript. This repositry consists of four part. They are the corresponding data and results at MSGR, CR_FSE, CR_SCT locations, and elevation values along river centerline for calculating riverbed slope. MSGR: Manning-based Satellite Gauging Reach<br> CR_FSE: comparison reach with unsatisfactory FSE<br> CR_SCT: comparison reach with unsatisfactory SCT<br> FSE: Fluctuation degree of surface water extent<br> SCT: Stability of Channel Terrain
DOI: 10.5281/zenodo.8157811
title: Locating Manning-based Satellite Gauging Reach for River Discharge Estimation from Remotely Sensed Imagery

description: River discharge is critical for understanding river hydrological condition and water resource management. With the advance of earth observation technologies, estimating river discharge through remote sensing using Manning's Equation has become more and more popular for filling the gaps in gauging observations. However, finding a Manning-based Satellite Gauging Reach (MSGR) that can successfully transfer satellite signals into river discharge based on the Equation is not easy and lacks proper guidance. Theredore, we provide a practical approach for locating MSGR.<br> The manuscript is currently under review by Water Resources Research.<br> This repositry is the data for reproducing the figures in our manuscript. This repositry consists of four part. They are the corresponding data and results at MSGR, CR_FSE, CR_SCT locations, and elevation values along river centerline for calculating riverbed slope. MSGR: Manning-based Satellite Gauging Reach<br> CR_FSE: comparison reach with unsatisfactory FSE<br> CR_SCT: comparison reach with unsatisfactory SCT<br> FSE: Fluctuation degree of surface water extent<br> SCT: Stability of Channel Terrain
DOI: 10.34658/rdb.omavjl/ebvrcs
title: Obraz1.jpg

description: Schemat aproksymacji stratności uwzględniający efekt wykrawania
DOI: 10.34658/rdb.omavjl
title: Schemat aproksymacji stratności uwzględniający efekt wykrawania

description: Obraz przedstawia sposób postępowania w przypadku poszukiwania stratności materiału paska o określonej szerokości. Danymi wejściowymi są wyniki pomiarów zrealizowanych dla pasków o kilku wybranych szerokościach.
DOI: 10.34740/kaggle/dsv/6152874
title: Tomato prices & arrival qty
DOI: 10.34740/kaggle/dsv/6152866
title: Dataset_analysis_NLP
DOI: 10.34740/kaggle/dsv/6152882
title: ☕Nespresso Coffee Pods Dataset
DOI: 10.6084/m9.figshare.23652324
title: GrapeImagesDataSet.zip

description: The data set consists of 1600 grape images in RGB color space belonging to one healthy and three disease classes Black-measles, Black-rot, Leaf-blight, and Healthy-leaf
DOI: 10.6084/m9.figshare.23699847
title: Raw Data of Iranian Household Budget Survey

description: Iranian Household Budget Survey
DOI: 10.6084/m9.figshare.23699847.v2
title: Raw Data of Iranian Household Budget Survey

description: Iranian Household Budget Survey
DOI: 10.6084/m9.figshare.23699847.v1
title: Raw Data of Iranian Household Budget Survey

description: Iranian Household Budget Survey
DOI: 10.6084/m9.figshare.19787371
title: Leukemia_dataset

description: Dataset from 303 patients, with 5 different types of leukemia. The training set contains data from one hospital, and the testing set contains data from three other hospitalse. The microscopy instruments used in training and testing set were also different.
DOI: 10.6084/m9.figshare.19787371.v4
title: single_cell_dataset

description: Single cell dataset from 214 patients, with 5 different types of leukemia, including 22 ALL patients, 124 AML patients, 27 APL patients, 21 CML patients, and 20 CLL patients.
DOI: 10.34740/kaggle/dsv/5918018
title: 2017-2018-california-surgeon-performance-ratings
DOI: 10.6084/m9.figshare.23701734
title: cover_letter_0718.docx

description: tggffgfg
DOI: 10.6084/m9.figshare.23701734.v1
title: cover_letter_0718.docx

description: tggffgfg
DOI: 10.26179/3cpg-hn02
title: Reports from the remediation work at Macquarie Island (2007-2009 reports) from project 1163
DOI: 10.34740/kaggle/ds/3528995
title: ClimateEducation_PaperSelection
DOI: 10.5281/zenodo.8157841
title: ATLAS Database — 2D Images

description: We need affect-based stimuli specifically conceived to investigate architectural spaces. The RESONANCES project crafted ATLAS, a dATabase of visuaL Atmospheric Stimuli. It collects a series of spatial patterns born from a systematic selection of generators of atmosphere. Generators of atmosphere are architectural features designed to afford atmospheric effects (such as lights, colors, materials, and proportions). ATLAS is an open-access tool that supports researchers interested in studying emotional reactions to architectural features by providing reliable, standardized, and reproducible stimuli. In this dataset, ATLAS stimuli are presented as 2D images.
description: This database was developed within the Resonances project — Architectural Atmospheres: The Emotional Impact of Ambiances Measured through Conscious, Bodily, and Neural Responses. This project received funding from the European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement no. 101025132. The content of this work reflects only the authors' view. The European Research Executive Agency is not responsible for any use that may be made of the information it contains.
DOI: 10.5281/zenodo.8157840
title: ATLAS Database — 2D Images

description: We need affect-based stimuli specifically conceived to investigate architectural spaces. The RESONANCES project crafted ATLAS, a dATabase of visuaL Atmospheric Stimuli. It collects a series of spatial patterns born from a systematic selection of generators of atmosphere. Generators of atmosphere are architectural features designed to afford atmospheric effects (such as lights, colors, materials, and proportions). ATLAS is an open-access tool that supports researchers interested in studying emotional reactions to architectural features by providing reliable, standardized, and reproducible stimuli. In this dataset, ATLAS stimuli are presented as 2D images.
description: This database was developed within the Resonances project — Architectural Atmospheres: The Emotional Impact of Ambiances Measured through Conscious, Bodily, and Neural Responses. This project received funding from the European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement no. 101025132. The content of this work reflects only the authors' view. The European Research Executive Agency is not responsible for any use that may be made of the information it contains.
DOI: 10.15468/zs67ep
title: Diversity and composition of island insects of the Bejaia region (Algeria)

description: The study was conducted on four islands located west of Bejaia (north–eastern Algeria) to collect baseline information about diversity and composition of insects. Data were collected during summer and spring of 2015 using traps, sweep nets and the Japanese umbrella sampling methods. A total of 1,691 individuals belonging to 112 species were collected. Totals of 72, 56, 41 and 34 species were recorded in Pisans Island, El Euch Island, Sahel Islet and Ail Islet, respectively. Of the 1,691 individuals recorded, 39.85 %, 30.51 %, 18.03 % and 11.59 % were recorded in Pisans Island, El Euch Island, Sahel islet and Ail islet, respectively. Shannon–weaver index ranged from 2.96 to 3.34 and Equitability between 0.77 and 0.87. The composition of the insect community differed between sampled islands (NMDS, Stress = 0.013). Eleven (11) insect species composed over 50 % of dissimilarity between islands. Two species (Cassida viridis (L.) and Pheidole pallidula (Nyl.) accounted for more than 5 % of the diversity on all islands. Sorensen's similarity coefficient showed that Pisans and El Euch islands have the highest similarity (45.37 %), while the lowest similarity was recorded between Pisans Island and Sahel Islet (15.53 %).
DOI: 10.34740/kaggle/ds/3529061
title: Analysis Climate Education NLP and Geo
DOI: 10.34740/kaggle/dsv/6152958
title: Potato prices & arrival qty
DOI: 10.5281/zenodo.7614692
title: CESM experiments for diverse impacts of ENSO on summertime synoptic-scale disturbance intensity over the tropical western North Pacific

description: Experiments are conducted using Community Atmospheric Model version 5.2 (CAM-5.2; https://www.cesm.ucar.edu/models/cesm1.1/cam/) which is the atmosphere component of Community Earth System Model (CESM) of the National Center for Atmospheric Research (NCAR). The model resolution is f19_g16, with f19 finite volume grid (1.9° latitude × 2.5° longitude) for the atmosphere and land components combined with the gx1v6 displaced pole grid (approximately 1°) for the ocean and ice components. Five sets of model experiments are designed in this study: Climatological SST forcing simulation (CLM-SST run): The CAM is forced by global climatological mean monthly SST that is obtained from OI version 2 SST data for the period from January 1982 to December 2020 and integrated for 30 years. Full SST forcing simulation (Full-SST run): The CAM is forced by global monthly OI version 2 SST and integrated from January 1982 to December 2020. Tropical central-eastern Pacific SST forcing simulation (CEP-SST run): The CAM is forced by total monthly SST in the domain of 15°S–15°N and 160°E–80°W and climatological mean monthly SST in the other regions and integrated from January 1982 to December 2020. Sensitivity experiments of tropical central-eastern Pacific SST anomalies: The CAM is forced by global climatological mean monthly SST from January to December plus composite JJA mean SST anomalies in El Niño and La Niña events in the tropical central-eastern Pacific (15°S–15°N, 160°E–80°W) and the above SST anomalies multiplied by -1 from May to December and integrated for 30 years. These four sensitivity experiments are referred to as CEP-EN, CEP-LN, CEP-ENrev, and CEP-LNrev, respectively. Double tropical central-eastern Pacific SST anomalies: The CAM is forced by global climatological mean monthly SST from January to December plus composite JJA mean SST anomalies during El Niño and La Niña events over the tropical central-eastern Pacific (15°S–15°N, 160°E–80°W) multiplied by 2 from May to December and integrated for 30 years. The simulations with composite SST anomalies derived from El Niño (La Niña) are referred to as CEP-2EN (CEP-2LN) runs.
DOI: 10.6084/m9.figshare.23701743
title: Alphafold structure files of novel isoforms

description: Each folder, whose name consists of gene name and isoform ID, corresponds to each isoform structure files.
DOI: 10.34740/kaggle/dsv/6152964
title: REAl ESTATE DATA 2019 (ZAMEEN.COM)
DOI: 10.5281/zenodo.8063221
title: Seg-CQ500

description: Intracranial hemorrhages segmentation labels for 51 CT-scans from the CQ500 dataset (http://headctstudy.qure.ai/dataset). Two trained radiologists from the Karolinska Instituted in Stockholm, labeled 51 scans to provide 3D mask of intracranial hemorrhages. We hope our new labels will promote the comparability of hemorrhage segmentation algorithm in the future and help push the field forward. If you use those labels, please cite our paper in Frontiers in Neuroimaging: ``` Spahr A, Ståhle J, Wang C and Kaijser M (2023)<br> Label-efficient deep semantic segmentation of<br> intracranial hemorrhages in CT-scans.<br> Front. Neuroimaging 2:1157565.<br> doi: 10.3389/fnimg.2023.1157565 ```
description: {"references": ["Spahr A et al. (2023) Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans. Front. Neuroimaging 2:1157565. doi: 10.3389/fnimg.2023.1157565"]}
DOI: 10.5281/zenodo.8063220
title: Seg-CQ500

description: Intracranial hemorrhages segmentation labels for 51 CT-scans from the CQ500 dataset (http://headctstudy.qure.ai/dataset). Two trained radiologists from the Karolinska Instituted in Stockholm, labeled 51 scans to provide 3D mask of intracranial hemorrhages. We hope our new labels will promote the comparability of hemorrhage segmentation algorithm in the future and help push the field forward. If you use those labels, please cite our paper in Frontiers in Neuroimaging: ``` Spahr A, Ståhle J, Wang C and Kaijser M (2023)<br> Label-efficient deep semantic segmentation of<br> intracranial hemorrhages in CT-scans.<br> Front. Neuroimaging 2:1157565.<br> doi: 10.3389/fnimg.2023.1157565 ```
description: {"references": ["Spahr A et al. (2023) Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans. Front. Neuroimaging 2:1157565. doi: 10.3389/fnimg.2023.1157565"]}
DOI: 10.6084/m9.figshare.23690961
title: Source data

description: Source data for Extended Fig. 3-8.
DOI: 10.6084/m9.figshare.23690961.v1
title: Source data

description: Source data for Extended Fig. 3-8.
DOI: 10.5281/zenodo.8154771
title: A bovine GWAS reveals determinants of mobilization rate and dynamics of endogenous retroviruses

description: The VCF file contains imputed genotypes of ~10 million SNP, INDEL and polymorphic ERVK for 430 Belgian blue bulls used for a genome wide association study on ERVK mobilisation rate.
DOI: 10.5281/zenodo.8154770
title: A bovine GWAS reveals determinants of mobilization rate and dynamics of endogenous retroviruses

description: The VCF file contains imputed genotypes of ~10 million SNP, INDEL and polymorphic ERVK for 430 Belgian blue bulls used for a genome wide association study on ERVK mobilisation rate.
DOI: 10.5281/zenodo.7994819
title: Raw P-SHG data and processing codes for Raoux et al, Light Science and Applications 2023

description: <strong>Raw P-SHG data and processing codes</strong> for Raoux et al, Light Science and Applications 2023 Article DOI: 10.1038/s41377-023-01224-0 Raw P-SHG data: 10 human corneas Important: crop 20 pixels on left and right sides of all images to remove scanning artefacts and obtain 250 x 250 images voxel size: 1 µm in all directions<br> Channel 0: trans-2PEF<br> Channel 1: epi-2PEF<br> Channel 2: epi-SHG<br> Channel 3: trans-SHG
DOI: 10.5281/zenodo.7994818
title: Raw P-SHG data and processing codes for Raoux et al, Light Science and Applications 2023

description: <strong>Raw P-SHG data and processing codes</strong> for Raoux et al, Light Science and Applications 2023 Article DOI: 10.1038/s41377-023-01224-0 Raw P-SHG data: 10 human corneas Important: crop 20 pixels on left and right sides of all images to remove scanning artefacts and obtain 250 x 250 images voxel size: 1 µm in all directions<br> Channel 0: trans-2PEF<br> Channel 1: epi-2PEF<br> Channel 2: epi-SHG<br> Channel 3: trans-SHG
DOI: 10.5517/ccdc.csd.cc2d4kch
title: CCDC 2208916: Experimental Crystal Structure Determination

description: Related Article: Thirumal Krishnamoorthy, Subodh Gautam Mhaisalkar, Nripan Mathews, Han Sen Soo|2020|U.S.Patents|||
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.cc2d4kgl
title: CCDC 2208919: Experimental Crystal Structure Determination

description: Related Article: Jinming Song, Yuhang Zhou, Zhichao Pan, Ying Hu, Zhenyi He, He Tian, Xiang Ma|2023|Matter|6|2005|doi:10.1016/j.matt.2023.04.006
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: 10.6084/m9.figshare.23701874
title: Extraction and quantification of antivenomous antibodies in chicken eggs against scorpion venom

description: ABSTRACT: Avian-derived IgY is thought to be the best therapy for scorpion bites concerning low-level side effects. The present study analyzed a hypothesis about the neutralization of scorpion venom Androcotonus australis through antibodies produced in the egg yolks of chickens. The venom used for inoculation was obtained from Androctonus australis (yellow fat-tailed scorpion) from southern Punjab, Pakistan. The lethal dose of LD50 against scorpion venom was calculated in chickens and mice. Safe doses were given to egg-laying chickens to produce IgY antibodies. The antivenom IgY antibodies were extracted from the egg yolks of immunized chicken using the polyethylene glycol (PEG) method. Moreover, IgY was confirmed through sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and the Ouchterlony double immunodiffusion assay test. The antibody titers were evaluated by the enzyme-linked immunosorbent assay (ELISA). The neutralisation capacity of extracted anti-scorpion antibodies was tested on mice. The calculated LD50 of scorpion venom for chicken and mice was 4 mg/kg and 2.5 mg/kg, respectively. SDS-PAGE and Ouchterlony double immunodiffusion confirmed the presence of IgY against scorpion venom. The maximum titer value of specific IgY produced against scorpion venom was 3.5 ug/ml. A concentration of 220 ul/LD50 was effective to neutralize 1 mg of scorpion venom. It is suggested that IgY obtained from egg yolks is safe against targeted venom and can be used as an effective alternative to equine IgG antibodies against scorpion envenoming.