cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5081749
title: Monthly total freeboard and snow depth over Arctic sea ice from AMSR-E&2 and AVHRR measurements (2003-2020)

description: <strong>[Data description]</strong> Monthly total freeboard (Ft), snow depth (hs), and snow depth uncertainty over Arctic sea ice data for January-February-March months of the 2003-2020 period produced by Lee and Shi et al. (2021, manuscript under review) are provided. Both variables are derived from satellite passive infrared and microwave measurements: Total freeboard was obtained from AMSR-E&2 measurements and snow depth was estimated from the AMSR and AVHRR measurements. The uploaded file titled "monthly averaged total freeboard and snow depth (JFM 2003-2020).zip" contains two directories: one for total freeboard and the other for snow depth. Naming convention is "variable_yyyymm.bin" and data format is 32-bit floating point array in shape of 304 x 448 (25 km polar stereographic grid). Here we provide an example Python code to read monthly snow depth of January 2003 using numpy.<br> import numpy as np<br> hs = np.fromfile('hs_200301.bin', dtype=np.float32).reshape(448,304) Geocoordinate tools for the 25 km polar stereographic grid are available at NSIDC website (https://nsidc.org/data/polar-stereo/tools_geo_pixel.html)<br> <br> <strong>[Abbreviations]</strong> AMSR: Advanced Microwave Scanning Radiometer<br> AVHRR: Advanced Very High Resolution Radiometer<br> NSIDC: National Snow and Ice Data Center
description: Update for version 3: snow depth uncertainty is now included.
DOI: 10.5281/zenodo.5081676
title: Data for "Impact of prior terrestrial carbon flux on atmospheric CO2 concentration simulation"

description: Data for "Impact of prior terrestrial carbon flux on atmospheric CO2 concentration simulation"
DOI: 10.5281/zenodo.5081675
title: Data for "Impact of prior terrestrial carbon flux on atmospheric CO2 concentration simulation"

description: Data for "Impact of prior terrestrial carbon flux on atmospheric CO2 concentration simulation"
DOI: 10.5281/zenodo.5081126
title: The Open Field test as a tool for behavior analysis in pigs - is a standardization of setup necessary? A systematic review.

description: Systematic review.
DOI: 10.5281/zenodo.5081125
title: The Open Field test as a tool for behavior analysis in pigs - is a standardization of setup necessary? A systematic review.

description: Systematic review.
DOI: 10.5281/zenodo.5081765
title: Monthly total freeboard and snow depth over Arctic sea ice from AMSR-E&2 and AVHRR measurements (2003-2020)

description: <strong>[Data description]</strong> Monthly total freeboard (Ft), snow depth (hs), and snow depth uncertainty over Arctic sea ice data for January-February-March months of the 2003-2020 period produced by Lee and Shi et al. (2021, manuscript under review) are provided. Both variables are derived from satellite passive infrared and microwave measurements: Total freeboard was obtained from AMSR-E&2 measurements and snow depth was estimated from the AMSR and AVHRR measurements. The uploaded file titled "monthly averaged total freeboard and snow depth (JFM 2003-2020).zip" contains two directories: one for total freeboard and the other for snow depth. Naming convention is "variable_yyyymm.bin" and data format is 32-bit floating point array in shape of 304 x 448 (25 km polar stereographic grid). Here we provide an example Python code to read monthly snow depth of January 2003 using numpy.<br> import numpy as np<br> hs = np.fromfile('hs_200301.bin', dtype=np.float32).reshape(448,304) Geocoordinate tools for the 25 km polar stereographic grid are available at NSIDC website (https://nsidc.org/data/polar-stereo/tools_geo_pixel.html)<br> <br> <strong>[Abbreviations]</strong> AMSR: Advanced Microwave Scanning Radiometer<br> AVHRR: Advanced Very High Resolution Radiometer<br> NSIDC: National Snow and Ice Data Center
description: Update for version 3: snow depth uncertainty is now included.
DOI: 10.5281/zenodo.4642221
title: Monthly total freeboard and snow depth over Arctic sea ice from AMSR-E&2 and AVHRR measurements (2003-2020)

description: <strong>[Data description]</strong> Monthly total freeboard (Ft), snow depth (hs), and snow depth uncertainty over Arctic sea ice data for January-February-March months of the 2003-2020 period produced by Lee and Shi et al. (2021, manuscript under review) are provided. Both variables are derived from satellite passive infrared and microwave measurements: Total freeboard was obtained from AMSR-E&2 measurements and snow depth was estimated from the AMSR and AVHRR measurements. The uploaded file titled "monthly averaged total freeboard and snow depth (JFM 2003-2020).zip" contains two directories: one for total freeboard and the other for snow depth. Naming convention is "variable_yyyymm.bin" and data format is 32-bit floating point array in shape of 304 x 448 (25 km polar stereographic grid). Here we provide an example Python code to read monthly snow depth of January 2003 using numpy.<br> import numpy as np<br> hs = np.fromfile('hs_200301.bin', dtype=np.float32).reshape(448,304) Geocoordinate tools for the 25 km polar stereographic grid are available at NSIDC website (https://nsidc.org/data/polar-stereo/tools_geo_pixel.html)<br> <br> <strong>[Abbreviations]</strong> AMSR: Advanced Microwave Scanning Radiometer<br> AVHRR: Advanced Very High Resolution Radiometer<br> NSIDC: National Snow and Ice Data Center
description: Update for version 3: snow depth uncertainty is now included.
DOI: 10.5281/zenodo.5081674
title: Demographic responses of aphid Metopolophium dirhodum (Hem.: Aphididae) to drought stress

description: Raw data files of demographic study of aphid <em>Metopolophium dirhodum </em>
DOI: 10.6084/m9.figshare.14931585
title: Supplementary Material for: High-Normal Thyroid Function and Recurrence of Atrial Fibrillation after Catheter Ablation: A Prospective Observational Study

description: <b><i>Background:</i></b> Thyroid function is increasingly recognized as an important modifiable factor for atrial fibrillation (AF); however, it is unclear if the changes in thyroid hormones, even within the normal range, are associated with AF recurrence after catheter ablation. <b><i>Methods:</i></b> Consecutive paroxysmal AF patients who underwent catheter ablation were enrolled. Patients with abnormal thyroid hormones or previous thyroid illnesses were excluded. Patients were followed for 12 months or until they presented with the first episode of atrial tachyarrhythmia after a blanking period. <b><i>Results:</i></b> The study included 448 patients with a mean age of 61 (14) years, and 46% were women. After a 1-year follow-up, 104 (23.2%) patients experienced atrial tachyarrhythmia recurrences after an ablation procedure. Recurrence was significantly different among quartile groups of thyroid function, with highest FT<sub>4</sub> and FT<sub>3</sub> levels associated with the greatest risk of recurrence (<i>p</i> &lt; 0.001 and <i>p</i> = 0.024, respectively). FT<sub>4</sub> and FT<sub>3</sub> levels were independent predictors of atrial tachyarrhythmia recurrence (hazard ratio 1.07 per 1 pmol/L increase in FT<sub>4</sub>, 95% confidence interval [CI] 1.01–1.15, <i>p</i> = 0.036 and 1.31 per 1 pmol/L increase in FT<sub>3</sub>, 95% CI 1.01–1.71, <i>p</i> = 0.032). <b><i>Conclusions:</i></b> High-normal FT<sub>3</sub> and FT<sub>4</sub> levels are associated with AF recurrence after catheter ablation in this Chinese population. Attention to thyroid hormones could be valuable to assist in the management of AF.
DOI: 10.6084/m9.figshare.14931585.v1
title: Supplementary Material for: High-Normal Thyroid Function and Recurrence of Atrial Fibrillation after Catheter Ablation: A Prospective Observational Study

description: <b><i>Background:</i></b> Thyroid function is increasingly recognized as an important modifiable factor for atrial fibrillation (AF); however, it is unclear if the changes in thyroid hormones, even within the normal range, are associated with AF recurrence after catheter ablation. <b><i>Methods:</i></b> Consecutive paroxysmal AF patients who underwent catheter ablation were enrolled. Patients with abnormal thyroid hormones or previous thyroid illnesses were excluded. Patients were followed for 12 months or until they presented with the first episode of atrial tachyarrhythmia after a blanking period. <b><i>Results:</i></b> The study included 448 patients with a mean age of 61 (14) years, and 46% were women. After a 1-year follow-up, 104 (23.2%) patients experienced atrial tachyarrhythmia recurrences after an ablation procedure. Recurrence was significantly different among quartile groups of thyroid function, with highest FT<sub>4</sub> and FT<sub>3</sub> levels associated with the greatest risk of recurrence (<i>p</i> &lt; 0.001 and <i>p</i> = 0.024, respectively). FT<sub>4</sub> and FT<sub>3</sub> levels were independent predictors of atrial tachyarrhythmia recurrence (hazard ratio 1.07 per 1 pmol/L increase in FT<sub>4</sub>, 95% confidence interval [CI] 1.01–1.15, <i>p</i> = 0.036 and 1.31 per 1 pmol/L increase in FT<sub>3</sub>, 95% CI 1.01–1.71, <i>p</i> = 0.032). <b><i>Conclusions:</i></b> High-normal FT<sub>3</sub> and FT<sub>4</sub> levels are associated with AF recurrence after catheter ablation in this Chinese population. Attention to thyroid hormones could be valuable to assist in the management of AF.
DOI: 10.6084/m9.figshare.14931555.v1
title: LIVECell dataset

description: Light microscopy is a cheap, accessible, non-invasive modality that when combined with well-established protocols of two-dimensional cell culture facilitates high-throughput quantitative imaging to study biological phenomena. Accurate segmentation of individual cells enables exploration of complex biological questions, but this requires sophisticated imaging processing pipelines due to the low contrast and high object density. <br><br>Deep learning-based methods are considered state-of-the-art for most computer vision problems but require vast amounts of annotated data, for which there is no suitable resource available in the field of label-free cellular imaging. <br><br>To address this gap we present LIVECell, a high-quality, manually annotated and expert-validated dataset that is the largest of its kind to date, consisting of over 1.6 million cells from a diverse set of cell morphologies and culture densities. To further demonstrate its utility, we provide convolutional neural network-based models trained and evaluated on LIVECell.
DOI: 10.6084/m9.figshare.14931555.v2
title: LIVECell dataset

description: Light microscopy is a cheap, accessible, non-invasive modality that when combined with well-established protocols of two-dimensional cell culture facilitates high-throughput quantitative imaging to study biological phenomena. Accurate segmentation of individual cells enables exploration of complex biological questions, but this requires sophisticated imaging processing pipelines due to the low contrast and high object density. <br><br>Deep learning-based methods are considered state-of-the-art for most computer vision problems but require vast amounts of annotated data, for which there is no suitable resource available in the field of label-free cellular imaging. <br><br>To address this gap we present LIVECell, a high-quality, manually annotated and expert-validated dataset that is the largest of its kind to date, consisting of over 1.6 million cells from a diverse set of cell morphologies and culture densities. To further demonstrate its utility, we provide convolutional neural network-based models trained and evaluated on LIVECell.
DOI: 10.5255/ukda-sn-855044
title: The Impact of Hyperlinks, Skim Reading and Perceived Importance when Reading on the Web, 2009-2019

description: It has previously been shown that readers spend a great deal of time skim reading on the Web and that this type of reading can affect comprehension of text. Across two experiments, we examine how hyperlinks influence perceived importance of sentences and how perceived importance in turn affects reading behaviour. In Experiment 1, participants rated the importance of sentences across passages of Wikipedia text, while in Experiment 2, participants read these passages, with the task being either reading for comprehension or skim reading. Reading times of sentences were analysed in relation to the type of task and the importance ratings from Experiment 1. Results from Experiment 1 show readers rated sentences without hyperlinks as being of less importance than sentences that did feature hyperlinks, and this effect is larger when sentences are lower on the page. It was also found that short sentences with more links were rated as more important, but only when they were presented at the top of the page. Long sentences with more links were rated as more important regardless of their position on the page. In Experiment 2, higher importance scores resulted in longer sentence reading times. When skim reading, however, importance ratings had a lesser impact on reading behaviour than when reading for comprehension. We suggest readers are less able to establish the importance of a sentence when skim reading, even though importance could have been assessed by information that would be fairly easy to extract (i.e. presence of hyperlinks, length of sentences, and position on the screen).
DOI: 10.6084/m9.figshare.25225829.v1
title: Multiple cropping area estimate by region and country.

description: This table summarizes published multiple cropping area estimates for selected countries and regions. Multiple cropping refers to any agricultural systems in which multiple crops are combined and includes certain types of agroforestry, cover cropping, crop rotations, double and triple cropping and intercropping. The area estimates in the literature are based on national survey statistics, expert opinions, suitability analysis, remote sensing, self-reported cropping practices and other methods. Area estimates are provided as physical area in hectares and million hectares, and as percentage of total cropland, crop area, arable land or agricultural land.
DOI: 10.6084/m9.figshare.25239838.v1
title: 16S RNA sequencing

description: Polydopamine alleviates brain ischaemic injury in an acute cerebral infarction: role of neuro-immune interaction through the gut-brain axis_fig.6_16S RNA sequencing
DOI: 10.6084/m9.figshare.25239838
title: 16S RNA sequencing

description: Polydopamine alleviates brain ischaemic injury in an acute cerebral infarction: role of neuro-immune interaction through the gut-brain axis_fig.6_16S RNA sequencing
DOI: 10.25345/c5639kg7h
title: MassIVE MSV000094110 - Site-specific glycosylation analysis of spike proteins of SARS-CoV-2 Omicron subvariants
title: Site-specific glycosylation analysis of spike proteins of SARS-CoV-2 Omicron subvariants
DOI: 10.34740/kaggle/dsv/7648715
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.6084/m9.figshare.25239871
title: The Capacitated Team Orienteering Problem: an Online Optimization Framework

description: Data used in the paper titled The Capacitated Team Orienteering Problem: an Online Optimization Framework.
DOI: 10.34740/kaggle/dsv/7648876
title: ⏳ endoflife.date database (duckdb)
DOI: 10.34740/kaggle/dsv/7648924
title: 2021 World Population (updated daily)
DOI: 10.34740/kaggle/dsv/7648957
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.10674142
title: Flux Convergence and Divergence Linked to Asymmetric Transport by Large Turbulent Eddies in the Unstable Atmospheric Surface Layer

description: This dataset is used in the study of flux convergence and divergence linked to asymmetric transport by large turbulent eddies in the unstable atmospheric surface layer.
DOI: 10.25505/fiz.icsd.cc2jb6x0
title: CSD 2333522: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2024|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.cc2jb6y1
title: CSD 2333523: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2024|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.cc2jb6z2
title: CSD 2333524: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2024|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.cc2jb704
title: CSD 2333525: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|2024|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.25239895
title: The gene annotation file of the <i>Larix kaempferi</i> genome (v1.0)

description: This is a gene annotation file of the <i>Larix kaempferi</i> genome (v1.0). If using this data, please cite the following article: Sun,C., Xie,Y.H., Li,Z., Liu,Y.J., Sun,X.M., Li,J.J., Quan,W.P., Zeng,Q.Y., Van de Peer,Y., and Zhang,S.G. (2022). The <i>Larix kaempferi</i> genome reveals new insights into wood properties. <i>J. Integr. Plant Biol.</i> 64: 1364–1373.
DOI: 10.6084/m9.figshare.25239895.v1
title: The gene annotation file of the <i>Larix kaempferi</i> genome (v1.0)

description: This is a gene annotation file of the <i>Larix kaempferi</i> genome (v1.0). If using this data, please cite the following article: Sun,C., Xie,Y.H., Li,Z., Liu,Y.J., Sun,X.M., Li,J.J., Quan,W.P., Zeng,Q.Y., Van de Peer,Y., and Zhang,S.G. (2022). The <i>Larix kaempferi</i> genome reveals new insights into wood properties. <i>J. Integr. Plant Biol.</i> 64: 1364–1373.
DOI: 10.26300/9tz3-g985
title: Decadal Mean
DOI: 10.3886/e111565v1-146326
title: Understanding gender gap further

description: To better
understand the historical gender wage gap, we investigate the wages of Swedish
compositors circa 1900 using a rich dataset of matched employer-employee information
with national coverage. In line with previous findings, women earned about 70
percent of men’s wages on average. Individual and job characteristics explain
much of this shortfall. Firm characteristics or firm fixed effects on average
explain 17 percent of the gap, though the firm mattered more for the gender gap
in big cities than elsewhere. Sorting across firms is thus an important part of
understanding historical gender wage gaps. While most studies conclude that a
significant portion of the gender gap is unexplained, suggesting labor market discrimination,
this may result from a lack of information on the distribution of men and women
across firms.

<br>
description: Undersökning av tryckerier mm 1903, Avdelningen för arbetsstatistik, HII
a:1 vol 1-6 samt HII a:2 vol 1-12, Kommerskollegiets arkiv, National Archives
(Riksarkivet), Stockholm.

<br>
DOI: 10.34740/kaggle/dsv/7649254
title: COVID Vaccination in World (updated daily)
DOI: 10.26300/w6x1-5q43
title: Signal-to-Noise Ratio
DOI: 10.5519/qd.0gd2h2v2
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4 records)
DOI: 10.26300/aw1v-yw33
title: Monthly Mean
DOI: 10.5519/qd.wbm8x2ky
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4 records)
DOI: 10.26300/8wy0-a108
title: Empirical Orthogonal Function (EOF)
DOI: 10.6084/m9.figshare.22590028
title: <b>Global Climate Change Mitigation Policy Database</b>

description: GCCMPD covers a large range of policies amount to 73,625 policies of 216 entities. With expert knowledge-based dictionary mapping, probability statistics methods, and advanced natural language processing technology, GCCMD delivers comprehensive and consistent information of sectoral policy instruments regarding their objectives, target sectors, instruments, legal compulsion, administrative entities and so on.
DOI: 10.6084/m9.figshare.22590028.v1
title: <b>Global Climate Change Mitigation Policy Database</b>

description: GCCMPD covers a large range of policies amount to 73,826 policies of 216 entities. With expert knowledge-based dictionary mapping, probability statistics methods, and advanced natural language processing technology, GCCMD delivers comprehensive and consistent information of sectoral policy instruments regarding their objectives, target sectors, instruments, legal compulsion, administrative entities and so on.
DOI: 10.57967/hf/1778
title: bizibaratzea-kontsultategia
DOI: 10.6084/m9.figshare.25239733
title: Congenital malformations and risk factors.sav

description: <b>Are Congenital Malformations associated with Maternal Sociodemographic and Risk Factors? A Multicenter Ultrasound-Based Study</b><b>Objective:</b> To determine the association of congenital malformations with sociodemographic and maternal risk factors in different ethnicities.<b>Methodology:</b> Sample of 120 participants fulfilling the inclusion criteria were included in this case-control study after purposive sampling. It was conducted over a period of 6 months. Sonoscape S22 ultrasound system and Toshiba Aplio 500 ultrasound system were used to detect congenital anomalies. Participants were divided into 5 groups based on ethnicity. An association between maternal age, education level, family income and medications with congenital malformations in fetuses was observed.
DOI: 10.5281/zenodo.10674669
title: Guided wave tomography for thickness mapping

description: This dataset is for mapping thickness variation using non-dispersive guided waves through geometrical full waveform inversion.
DOI: 10.5281/zenodo.10675326
title: Characterization of resting state EEG modulation by GABA receptor agonist
DOI: 10.5281/zenodo.10675327
title: Characterization of resting state EEG modulation by GABA receptor agonist
DOI: 10.6084/m9.figshare.25115198
title: Dataset of South China magmatic rocks

description: Compilation of whole-rock geochemical data for Jurassic to Cretaceous magmatic rocks in South China
DOI: 10.6084/m9.figshare.25115198.v2
title: Dataset of South China magmatic rocks

description: Compilation of whole-rock geochemical data for Jurassic to Cretaceous magmatic rocks in South China
DOI: 10.34740/kaggle/dsv/7649411
title: Ethiopian_kale_Gradio_Prototype