cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7kj8m9xhrk.2
title: Push it to the limit: evaluation of the impact of progressive image compressions on prostate digital pathology

description: Final scoring sheet for the cases enrolled in the study
DOI: 10.6084/m9.figshare.31228312
title: Children's Creative Musical Practice Attitudes

description: 247 Participants in Changsha
DOI: 10.6084/m9.figshare.31228312.v1
title: Children's Creative Musical Practice Attitudes

description: 247 Participants in Changsha
DOI: 10.5281/zenodo.18454443
title: SMDandPSMandSMAPandMSL
DOI: 10.5281/zenodo.18454442
title: SMDandPSMandSMAPandMSL
DOI: 10.15468/dl.mwf6zz
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanospora alphandii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 288 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006474-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00240.00110
title: HR-MTCD（High-Resolution Multi-Temporal Change Detection）
title: 高分辨率多时相遥感变化检测数据集

description: This dataset is mainly composed of high-resolution optical images with sub meter spatial resolution (about 0.5 meters), spanning five years in time. The samples are organized according to the principle of annual annotation and continuous alignment. The dataset contains 1601 sets of images, totaling 8005 images, covering multiple typical regions spatially. The annotation adopts a full element binary change strategy, and this dataset supports both dual temporal change detection and multi temporal modeling and trend analysis, providing an important data foundation for remote sensing change detection from discrete dual temporal change recognition to multi temporal surface change characterization. 
description: This dataset is mainly composed of high-resolution optical images with sub meter spatial resolution (about 0.5 meters), spanning five years in time. The samples are organized according to the principle of annual annotation and continuous alignment. The dataset contains 1601 sets of images, totaling 8005 images, covering multiple typical regions spatially. The annotation adopts a full element binary change strategy, and this dataset supports both dual temporal change detection and multi temporal modeling and trend analysis, providing an important data foundation for remote sensing change detection from discrete dual temporal change recognition to multi temporal surface change characterization.
DOI: 10.15468/5hqb2z
title: University of Tartu Natural History Museum and Botanical Garden Botanical Collections

description: Botanical and mycological herbarium (acronym TU) is the oldest herbarium in Estonia, also the largest, founded in 1802. The botany collection holds 282 989 specimens of vascular plants, bryophytes and macroalgae, including type specimens of 51 taxa, these numbers describe the collections in 2014.

The oldest dated herbarium sheet in the collection comes from 1819, the oldest dated herbarium sheet collected from Estonian grounds comes from 1834. The materials have mostly been collected by the staff of the University of Tartu, supplementing the collections has been a part of botanical research. The collections have grown by donations from private collections as well. The Herbarium Generale holds specimens from all over the world, many of these have been taken in by exchange from other herbaria. Today collections usually grow when the materials from expeditions and fieldwork are taken in, less by exchanges or donations. Of the Estonian herbariums, the TU keeps the largest collection of botanical materials from abroad (mostly from Russia, but also from Australia, e.g.).
DOI: 10.57760/sciencedb.36563
title: Attached Figure 1 Functional and Pathway Enrichment Analysis
title: 附图1功能及信号通路富集分析

description: A: The volcano plot illustrates the differential gene expression analysis between the oxeiptosis core gene high-expression group (OXE-High) and the oxeiptosis core gene low-expression group (OXE-Low). A total of 1740 differentially expressed genes (DEGs) were identified based on the criteria of p &lt; 0.05 and |logFC| &gt; 2. B: The heatmap displays the expression patterns of a subset of the identified DEGs. C: Gene Ontology (GO) functional enrichment analysis is presented. D: The results of the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis are shown. E: Gene Set Enrichment Analysis (GSEA) of GO functional terms for the OXE-High group is depicted. F: GSEA of GO functional terms for the OXE-Low group is depicted. G: GSEA of KEGG signaling pathways for the OXE-High group is presented. H: GSEA of KEGG signaling pathways for the OXE-Low is presented.
description: A: The volcano plot illustrates the differential gene expression analysis between the oxeiptosis core gene high-expression group (OXE-High) and the oxeiptosis core gene low-expression group (OXE-Low). A total of 1740 differentially expressed genes (DEGs) were identified based on the criteria of p &lt; 0.05 and |logFC| &gt; 2. B: The heatmap displays the expression patterns of a subset of the identified DEGs. C: Gene Ontology (GO) functional enrichment analysis is presented. D: The results of the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis are shown. E: Gene Set Enrichment Analysis (GSEA) of GO functional terms for the OXE-High group is depicted. F: GSEA of GO functional terms for the OXE-Low group is depicted. G: GSEA of KEGG signaling pathways for the OXE-High group is presented. H: GSEA of KEGG signaling pathways for the OXE-Low is presented.
DOI: 10.57760/sciencedb.36556
title: Linking Himalayan uplift to crustal deformation: Multi-chronometer constraints from the Kangmar dome
title: Linking Himalayan uplift to crustal deformation: Multi-chronometer constraints from the Kangmar dome

description: This dataset supports the submitted article titled "Linking Himalayan uplift to crustal deformation: Multi-chronometer constraints from the Kangmar dome". It comprises an Excel spreadsheet containing the associated geochronological and trace element data.
description: This dataset supports the submitted article titled "Linking Himalayan uplift to crustal deformation: Multi-chronometer constraints from the Kangmar dome". It comprises an Excel spreadsheet containing the associated geochronological and trace element data.
DOI: 10.5281/zenodo.18149747
title: Physics-Informed Neural Networks for Modeling Galactic Gravitational Potentials: Datasets and Trained Models

description: This archive contains the training and validation datasets, along with the corresponding trained network weights, for a physics-informed neural framework developed to model both static and time-dependent galactic gravitational potentials.

Two datasets are provided. The first consists of a single snapshot (t=0) of a toy Milky Way (MW) + Large Magellanic Cloud (LMC) system and is used to evaluate the performance of the static model. The second is a time-dependent dataset describing an evolving MW + LMC system, comprising six training snapshots and eight evaluation snapshots spanning a total modeling period of 120 Myr.

See load_instructions.md for a detailed description of the dataset structure and step-by-step instructions for loading the data and trained models.
DOI: 10.5281/zenodo.18149746
title: Physics-Informed Neural Networks for Modeling Galactic Gravitational Potentials: Datasets and Trained Models

description: This archive contains the training and validation datasets, along with the corresponding trained network weights, for a physics-informed neural framework developed to model both static and time-dependent galactic gravitational potentials.

Two datasets are provided. The first consists of a single snapshot (t=0) of a toy Milky Way (MW) + Large Magellanic Cloud (LMC) system and is used to evaluate the performance of the static model. The second is a time-dependent dataset describing an evolving MW + LMC system, comprising six training snapshots and eight evaluation snapshots spanning a total modeling period of 120 Myr.

See load_instructions.md for a detailed description of the dataset structure and step-by-step instructions for loading the data and trained models.
DOI: 10.57760/sciencedb.nprd.00095
title: NMR Spectra and Bioactivity Dataset of Chemical Constituents from Ferula songarica Pall. ex Schult.
title: 准噶尔阿魏中化学成分核磁图谱和活性数据集

description: This dataset contains nuclear magnetic resonance (NMR) spectra and anti-tumor bioactivity test data of monomeric chemical constituents isolated from the medicinal plant Ferula songorica Pall. ex Schult.In the data generation process, the ethanol extract of Ferula songorica was first separated and purified using silica gel column chromatography, gel column chromatography, and preparative high-performance liquid chromatography to obtain monomeric compounds. The structures of these compounds were then identified by determining their ¹H-NMR and ¹³C-NMR spectra using a Bruker AVANCE 600 MHz nuclear magnetic resonance spectrometer. Subsequently, anti-tumor activity evaluation was performed via the MTT assay, with quantitative data such as test concentrations and absorbance values recorded.The NMR spectra in this dataset can be used for comparison and verification in the structural elucidation of natural products, while the activity data reflect the pharmacological potential of chemical constituents from Ferula songorica. All data have been verified through repeated experiments, with no missing values and an error range controlled within 5%. NMR spectra are stored as Bruker original spectrum files and can be opened and processed using MestReNova software, making them suitable for researchers in the fields of natural product chemistry and medicinal chemistry for subsequent studies and data mining.
description: This dataset contains nuclear magnetic resonance (NMR) spectra and anti-tumor bioactivity test data of monomeric chemical constituents isolated from the medicinal plant Ferula songorica Pall. ex Schult.In the data generation process, the ethanol extract of Ferula songorica was first separated and purified using silica gel column chromatography, gel column chromatography, and preparative high-performance liquid chromatography to obtain monomeric compounds. The structures of these compounds were then identified by determining their ¹H-NMR and ¹³C-NMR spectra using a Bruker AVANCE 600 MHz nuclear magnetic resonance spectrometer. Subsequently, anti-tumor activity evaluation was performed via the MTT assay, with quantitative data such as test concentrations and absorbance values recorded.The NMR spectra in this dataset can be used for comparison and verification in the structural elucidation of natural products, while the activity data reflect the pharmacological potential of chemical constituents from Ferula songorica. All data have been verified through repeated experiments, with no missing values and an error range controlled within 5%. NMR spectra are stored as Bruker original spectrum files and can be opened and processed using MestReNova software, making them suitable for researchers in the fields of natural product chemistry and medicinal chemistry for subsequent studies and data mining.
DOI: 10.57760/sciencedb.36431
title: Distribution of shrub encroachment in the northeastern part of Xilinhot City
title: Distribution of shrub encroachment in the northeastern part of Xilinhot City

description: This is an estimated shrub cover distribution map of the northeastern part of Xilinhot City, generated from PlanetScope time-series data combined with a U-Net model. The accuracy reached 0.64 R-squared and 0.055 RMSE.
description: This is an estimated shrub cover distribution map of the northeastern part of Xilinhot City, generated from PlanetScope time-series data combined with a U-Net model. The accuracy reached 0.64 R-squared and 0.055 RMSE.
DOI: 10.3886/e244842
title: 08122868281 Southwestern University 2026/27 Direct Entry/Transfer Application/Admission Form call(08122868281)(+2348122868281

description: 08122868281 Southwestern University 2026/27 Direct Entry/Transfer Application/Admission Form call(08122868281)(+2348122868281 IS STILL ON SALE . Call the school admin office [DR MRS Maryan Adeyemo] Predegree/Part Time Form/Conversion form on (08122868281)(+2348122868281] For HND in Community Health Extension Workers (CHEWs), Junior Community Health Extension Workers (JCHEWs), environmental health officers (EH medical technicians (MT) and records clerks (RC).
DOI: 10.57760/sciencedb.36545
title: Simulation and experimental data of the TPMS-MPP laminated structure
title: Simulation and experimental data of the TPMS-MPP laminated structure

description: Simulation and experimental data of the TPMS-MPP laminated structure
description: Simulation and experimental data of the TPMS-MPP laminated structure
DOI: 10.57760/sciencedb.36538
title: Sustainable Light weight Concrete
title: Sustainable Light weight Concrete

description: The data repository contains all relevant data, which may be helpful for all publishing ethics.
description: The data repository contains all relevant data, which may be helpful for all publishing ethics.
DOI: 10.57760/sciencedb.28151
title: Janzen's Hypothesis data
title: Janzen's Hypothesis data

description: these are raw microbial data about Janzen's hypothesis
description: these are raw microbial data about Janzen's hypothesis
DOI: 10.15468/dl.6qfjph
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnesmocarpon dasyantha",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 211 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006476-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/duerer.online.69805476a00b2
title: Nürnberg - Albrecht-Dürer-Haus, 193480
DOI: 10.57760/sciencedb.36564
title: Attached Figure 2 Immune Cell Infiltration Analysis
title: 附图2 免疫细胞浸润分析

description: A: Immune landscape depicting the infiltration abundance of 22 immune cell types as determined by the CIBERSORT algorithm. B: Comparative analysis of immune cell infiltration abundance between the OXE-High and OXE-Low groups. C: Analysis of differences in TIDE scores between the two groups. D: Comparison of HLA-related gene expression between the two groups. E: Comparison of checkpoint-related gene expression between the two groups.
description: A: Immune landscape depicting the infiltration abundance of 22 immune cell types as determined by the CIBERSORT algorithm. B: Comparative analysis of immune cell infiltration abundance between the OXE-High and OXE-Low groups. C: Analysis of differences in TIDE scores between the two groups. D: Comparison of HLA-related gene expression between the two groups. E: Comparison of checkpoint-related gene expression between the two groups.
DOI: 10.57760/sciencedb.36581
title: Morphology of HII regions
title: Morphology of HII regions

description: We presented an automated method to delineate the boundaries of Galactic HII regions using dust column density maps from \textit{Herschel} Hi-GAL data. The algorithm transforms the image into polar coordinates and applies dynamic programming to identify closed, gradient-based contours. We applied this technique to a sample of large-angular-size sources from the WISE HII region catalog and successfully derived boundaries for 730 objects. We release a catalog for the 730 analyzed regions. This catalog includes morphological parameters (e.g., circularity, fractal dimension, compactness) and column density statistics (such as mean, coefficient of variation and Gini coefficient of density distribution) for both the interior and the immediate surroundings of each HII region.
description: We presented an automated method to delineate the boundaries of Galactic HII regions using dust column density maps from \textit{Herschel} Hi-GAL data. The algorithm transforms the image into polar coordinates and applies dynamic programming to identify closed, gradient-based contours. We applied this technique to a sample of large-angular-size sources from the WISE HII region catalog and successfully derived boundaries for 730 objects. We release a catalog for the 730 analyzed regions. This catalog includes morphological parameters (e.g., circularity, fractal dimension, compactness) and column density statistics (such as mean, coefficient of variation and Gini coefficient of density distribution) for both the interior and the immediate surroundings of each HII region.
DOI: 10.57760/sciencedb.36454
title: Microplastics in the digestive tracts of 7 whale species
title: 7种鲸类消化道中微塑料

description: Microplastics have the potential to affect the physiology and population health of large marine organisms. This study investigated the microplastic pollution characteristics in different digestive tract parts of 12 individuals from 7 whale species (including freshwater, nearshore, and nearshore species), and based on the pollution characteristics, scientific conclusions were drawn and policy recommendations were provided. The dataset contains microplastic pollution levels and characteristic data of different individuals. In addition, the comparison results between traditional methods and the method used in this study were also included, ensuring the stability of this study through more reliable methods. 
description: Microplastics have the potential to affect the physiology and population health of large marine organisms. This study investigated the microplastic pollution characteristics in different digestive tract parts of 12 individuals from 7 whale species (including freshwater, nearshore, and nearshore species), and based on the pollution characteristics, scientific conclusions were drawn and policy recommendations were provided. The dataset contains microplastic pollution levels and characteristic data of different individuals. In addition, the comparison results between traditional methods and the method used in this study were also included, ensuring the stability of this study through more reliable methods.
DOI: 10.57760/sciencedb.36531
title: Data for figures in "Modulation of the M2 internal tides near the Luzon Strait by westward-propagating mesoscale eddies in the Philippine Sea"
title: Data for figures in "Modulation of the M2 internal tides near the Luzon Strait by westward-propagating mesoscale eddies in the Philippine Sea"

description: Data for figures in "Modulation of the M2 internal tides near the Luzon Strait by westward-propagating mesoscale eddies in the Philippine Sea"
description: Data for figures in "Modulation of the M2 internal tides near the Luzon Strait by westward-propagating mesoscale eddies in the Philippine Sea"
DOI: 10.6084/m9.figshare.31228210.v2
title: Dataset for "Global Effects of Chorus and Hiss Waves on Energetic Electrons at Jupiter"

description: This is the dataset for the paper "Global Effects of Chorus and Hiss Waves on Energetic Electrons at Jupiter", submitted to Geophysical Research Letters by Li, W., Q. Ma, W. S. Kurth, G. B. Hospodarsky, and S. J. Bolton. The dataset includes the statistical distribution of whistler-mode chorus and hiss waves, the electron diffusion coefficients, and the Fokker Planck simulation of electron phase space density distributions at M = 6, 9, and 12.<br>Jupiter is surrounded by intense radiation made of energetic electrons, yet how these electrons are accelerated and lost is still not fully understood. Using observations from NASA’s Juno spacecraft, we show that two types of plasma waves, called chorus and hiss, often occur together around Jupiter, unlike at Earth where they are usually separated. By combining these observations with physics-based simulations, we find that chorus waves are especially important for accelerating high-energy electrons, while hiss waves mainly cause electrons to be lost. At Jupiter, chorus waves are likely less effective at accelerating electrons than at Earth because both acceleration and loss occur simultaneously in the same regions, driven by chorus and hiss waves together. These findings advance our understanding of energetic electron dynamics at magnetized planets, both within the solar system and in other planetary systems.
DOI: 10.6084/m9.figshare.31228210.v1
title: Dataset for "Global Effects of Chorus and Hiss Waves on Energetic Electrons at Jupiter"

description: This is the dataset for the paper "Global Effects of Chorus and Hiss Waves on Energetic Electrons at Jupiter", submitted to Geophysical Research Letters by Li, W., Q. Ma, W. S. Kurth, G. B. Hospodarsky, and S. J. Bolton. The dataset includes the statistical distribution of whistler-mode chorus and hiss waves, the electron diffusion coefficients, and the Fokker Planck simulation of electron phase space density distributions at M = 6, 9, and 12.<br>Jupiter is surrounded by intense radiation made of energetic electrons, yet how these electrons are accelerated and lost is still not fully understood. Using observations from NASA’s Juno spacecraft, we show that two types of plasma waves, called chorus and hiss, often occur together around Jupiter, unlike at Earth where they are usually separated. By combining these observations with physics-based simulations, we find that chorus waves are especially important for accelerating high-energy electrons, while hiss waves mainly cause electrons to be lost. At Jupiter, chorus waves are likely less effective at accelerating electrons than at Earth because both acceleration and loss occur simultaneously in the same regions, driven by chorus and hiss waves together. These findings advance our understanding of energetic electron dynamics at magnetized planets, both within the solar system and in other planetary systems.
DOI: 10.15468/dl.76z6ht
title: Occurrence Download

description: A dataset containing 998789 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((18.229776657356858 -33.98521916044138, 18.683050572888995 -33.98521916044138, 18.683050572888995 -33.60678351661085, 18.229776657356858 -33.60678351661085, 18.229776657356858 -33.98521916044138))"
 ]
}

 The dataset includes 998789 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006453-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.6107012.v1
title: README.docx

description: This is the dataset associated with the study described in Matthis, Yates, and Hayhoe (2018), 'Gaze and the control of foot placement when walking in natural terrain,' published in Current Biology<br><br>It contains all of the raw and post-processed data associated with that study, as well as the Matlab code needed to generate the figures in that manuscript from the raw data. <br>The data includes the raw and processed videos from the Positive Science mobile eye tracker, as well as the raw and processed data from the Motion Shadow IMU-based motion capture suit. <br>For additional questions, see the README file
DOI: 10.6084/m9.figshare.22004213.v1
title: GK17 is an antifungal peptide

description: This dataset includes quantitative data for peptide activity against <em>Candida albicans</em>.
DOI: 10.17632/44dg33pjj4
title: Establishment Dates of Stock Markets

description: This dataset contains the establishment dates of 174 stock market exchanges. It also covers the closure, re-opening, and merger of stock markets. To use the data, please cite 

Krishna, Pravin, Andrei A. Levchenko, Lin Ma, and William F. Maloney. “Growth and Risk: A View from International Trade.” Journal of International Economics 142 (2023): 103755.