cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15402669
title: AIJ UWE Benchmark Dataset – Case D (Highrise): Wind Tunnel Experiment for Flow around a High-rise Building in City Blocks

description: This dataset provides wind tunnel measurement results for a high-rise building placed within a district of low-rise buildings. It forms part of the AIJ UWE (Urban Wind Environment) benchmark cases for CFD validation. Wind speed and turbulence data are included for multiple approach flow directions.
DOI: 10.15468/dl.3yrktx
title: Occurrence Download

description: A dataset containing 420106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2021-2021"
 ]
}

 The dataset includes 420106 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063675-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7k24m7
title: Occurrence Download

description: A dataset containing 39251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Corvus cornix"
 ]
}

 The dataset includes 39251 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063683-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15429018
title: AIJ UWE Benchmark Dataset – Case E (Niigata): Wind Tunnel Experiment for Flow within an Actual Urban Area in Niigata

description: This dataset contains wind tunnel measurement results from a real urban district in Niigata City, Japan, featuring a dense layout of low-rise two-story buildings. The experiments represent both pre- and post-construction conditions of a 60 m high-rise (Building A) and two 18 m mid-rise buildings (Buildings B and C). The model was scaled at 1:250, and wind conditions were measured at pedestrian height.
DOI: 10.5281/zenodo.15429017
title: AIJ UWE Benchmark Dataset – Case E (Niigata): Wind Tunnel Experiment for Flow within an Actual Urban Area in Niigata

description: This dataset contains wind tunnel measurement results from a real urban district in Niigata City, Japan, featuring a dense layout of low-rise two-story buildings. The experiments represent both pre- and post-construction conditions of a 60 m high-rise (Building A) and two 18 m mid-rise buildings (Buildings B and C). The model was scaled at 1:250, and wind conditions were measured at pedestrian height.
DOI: 10.15468/dl.57p75y
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa awajun"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063684-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb5afa
title: Occurrence Download

description: A dataset containing 695336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -40,180 -40,180 40,-180 40,-180 -40))",
 "OccurrenceStatus is Present",
 "TaxonKey is Phaeophyceae",
 "Year 1993-2022"
 ]
}

 The dataset includes 695336 records from 540 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063662-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1mzg68
title: CCDC 1518820: Experimental Crystal Structure Determination

description: Related Article: Zhang Bin|2016|CSD Communication|||
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.cc1mzg79
title: CCDC 1518821: Experimental Crystal Structure Determination

description: Related Article: Zhang Bin|2016|CSD Communication|||
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.cc1mzg8b
title: CCDC 1518822: Experimental Crystal Structure Determination

description: Related Article: Zhang Bin|2016|CSD Communication|||
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: 10.3886/e241528
title: Modeled and measured greenhouse gas emissions from Lake Powell and bathymetric analysis of tributary littoral habitat at different water levels

description: This data release contains model inputs used to estimate surface water greenhouse gas fluxes from two large arid reservoirs, Lake Powell and Lake Mead. The release also contains empirical, spatially explicit water quality and greenhouse gas data from a single field survey conducted in Lake Powell in July of 2017. Finally, this release contains surface area estimates of shallow (&lt; 15m) tributary regions of Lake Powell under different water level scenarios.<br>
description: Downloaded 2025-11-25.
DOI: 10.3886/e241528v1
title: Modeled and measured greenhouse gas emissions from Lake Powell and bathymetric analysis of tributary littoral habitat at different water levels

description: This data release contains model inputs used to estimate surface water greenhouse gas fluxes from two large arid reservoirs, Lake Powell and Lake Mead. The release also contains empirical, spatially explicit water quality and greenhouse gas data from a single field survey conducted in Lake Powell in July of 2017. Finally, this release contains surface area estimates of shallow (&lt; 15m) tributary regions of Lake Powell under different water level scenarios.<br>
description: Downloaded 2025-11-25.
DOI: 10.15468/dl.ms6zn6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa bramei"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15589621
title: AIJ UWE Benchmark Dataset – Case F (Shinjuku): Wind Tunnel Experiment and Field Observation for Flow within an Actual Urban Area in Shinjuku

description: During the construction of the high-rise building group in the Shinjuku subcenter area of Tokyo, Japan, wind velocity observations near the ground surface were conducted from December 1975 to November 1983. In addition, several wind tunnel experiments that reproduced the building configurations at various construction stages were conducted.This dataset provides:



The field observation data collected between December 1977 and November 1978

The wind tunnel experimental results corresponding to the 1978 building configuration
DOI: 10.5281/zenodo.15589622
title: AIJ UWE Benchmark Dataset – Case F (Shinjuku): Wind Tunnel Experiment and Field Observation for Flow within an Actual Urban Area in Shinjuku

description: During the construction of the high-rise building group in the Shinjuku subcenter area of Tokyo, Japan, wind velocity observations near the ground surface were conducted from December 1975 to November 1983. In addition, several wind tunnel experiments that reproduced the building configurations at various construction stages were conducted.This dataset provides:



The field observation data collected between December 1977 and November 1978

The wind tunnel experimental results corresponding to the 1978 building configuration
DOI: 10.34740/kaggle/dsv/14265329
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.21227/c9ap-zm59
title: "Data-Centric Pruning Pipeline for Robust Gaze Vector Estimation: Relabelled GazeCapture subset"

description: "In-the-wild eye tracking datasets to train gaze vector estimation methods are notoriously noisy and unreliable, due both to limited image quality and to weak guarantees on label accuracy. At the same time, simply increasing dataset size does not guarantee better results, especially when diversity, balance and label reliability are not taken into account. In this work, we adopt a data-centric perspective and introduce an innovative data-pruning pipeline for robust gaze vector estimation. Our methodology leverages vision-language model embeddings and their zero-shot classification capabilities, together with an Early-Learning prediction-error analysis, to assign task-aware quality scores to individual samples. In addition, we conduct an exploratory study of data sample uniqueness and representativeness in the latent space providing additional insights into the structure and reliability of a large-scale dataset. Finally, we validate our approach on a large relabelled subset of the GazeCapture dataset by training a hybrid gaze-estimation model, and show that a curated subset of 100K samples yields an accuracy improvement over a model trained on the full 2.45M-sample dataset."
DOI: 10.5281/zenodo.15589666
title: AIJ UWE Benchmark Dataset – Case G (Tree): Field Observation for Flow behind Tree Belt

description: The wind velocity behind a tree belt was measured (Kurotani et al, 2001). The tree belt is a traditional windbreak forest in Izumo plain, Japan called Tsuiji-matsu, which is trimmed into a rectangular shape, and mainly consists of Japanese black pine. The tree height is 7m and the width is 2m with a bottom gap of 1.2 m high.
DOI: 10.5281/zenodo.15589667
title: AIJ UWE Benchmark Dataset – Case G (Tree): Field Observation for Flow behind Tree Belt

description: The wind velocity behind a tree belt was measured (Kurotani et al, 2001). The tree belt is a traditional windbreak forest in Izumo plain, Japan called Tsuiji-matsu, which is trimmed into a rectangular shape, and mainly consists of Japanese black pine. The tree height is 7m and the width is 2m with a bottom gap of 1.2 m high.
DOI: 10.57760/sciencedb.31111
title: Synchrotron Radiation-Based Non-Human Primate Cerebrovascular Imaging Binary Segmentation Dataset
title: 同步辐射非人灵长类脑血管成像二值分割数据集

description: This dataset is a synchronous radiation non-human primate cerebrovascular imaging dataset, which can be used to train binary segmentation models Sample type: Macaque cerebrovascular disease Sample processing method: Barium sulfate perfusion Imaging method: Synchrotron Radiation Micro CT Imaging beamline: Beijing Synchrotron Radiation Facility 4W1A Original voxel size: 1 μ m × 1 μ m × 1 μ m Preprocessing: To increase signal strength, 8 × 8 × 8 Binning is used Software used for manual annotation: ThermoFisher Amira Data size: A total of 9 three-dimensional volume data, each volume data 325 × 304 × 320Data file format: nii.gz
description: This dataset is a synchronous radiation non-human primate cerebrovascular imaging dataset, which can be used to train binary segmentation models Sample type: Macaque cerebrovascular disease Sample processing method: Barium sulfate perfusion Imaging method: Synchrotron Radiation Micro CT Imaging beamline: Beijing Synchrotron Radiation Facility 4W1A Original voxel size: 1 μ m × 1 μ m × 1 μ m Preprocessing: To increase signal strength, 8 × 8 × 8 Binning is used Software used for manual annotation: ThermoFisher Amira Data size: A total of 9 three-dimensional volume data, each volume data 325 × 304 × 320Data file format: nii.gz
DOI: 10.15468/dl.9hnm7e
title: Occurrence Download

description: A dataset containing 28328 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spartina anglica"
 ]
}

 The dataset includes 28328 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063686-251120083545085/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.30445413
title: Application of 5E teaching model combined with virtual endoscopic surgery simulation system in surgical teaching

description: Exploring the application of 5E teaching model combined with virtual endoscopic surgical simulation system in surgical teaching. Eighty-six students who received standardized residency training in the Department of General Surgery at the Second Hospital of Shanxi Medical University from September 2022 to June 2023 were selected as the research subjects. They were randomly divided into experimental and control groups, with 43 students in each group. The experimental group adopts the 5E teaching mode combined with a virtual endoscopic surgery simulation system for teaching. In contrast, the control group was taught using traditional teaching and a simple endoscopic simulation training box. A comparison was made between the evaluation results, self-evaluation, and teaching mode evaluation of the two groups. A <i>t</i>-test was performed on two sets of measurement data using SPSS 26.0 software. The theoretical test scores (<i>t</i> = 17.240, <i>p</i> = 0.000) and skill test scores (<i>t</i> = 21.335, <i>p</i> = 0.000) of students in the experimental group were higher than those in the control group. Compared to the control group, the experimental group showed significant improvement in operational skills (<i>t</i> = 3.557, <i>p</i> = 0.001), knowledge application (<i>t</i> = 4.936, <i>p</i> = 0.000), and overall performance (<i>t</i> = 2.999, <i>p</i> = 0.003) after training. The attitudes of students in the experimental group toward ability training (<i>t</i> = 3.818, <i>p</i> = 0.000), class order (<i>t</i> = 3.189, <i>p</i> = 0.002), teaching mode (<i>t</i> = 2.955, <i>p</i> = 0.004), and teaching level evaluation (<i>t</i> = 6.238, <i>p</i> = 0.000) were significantly higher than those in the control group. The virtual endoscopic surgery simulation system combined with the 5E teaching mode can significantly improve the theoretical knowledge and clinical practice skills of resident physicians in standardized training. Suggest applying it to clinical teaching.
DOI: 10.6084/m9.figshare.30445413.v1
title: Application of 5E teaching model combined with virtual endoscopic surgery simulation system in surgical teaching

description: Exploring the application of 5E teaching model combined with virtual endoscopic surgical simulation system in surgical teaching. Eighty-six students who received standardized residency training in the Department of General Surgery at the Second Hospital of Shanxi Medical University from September 2022 to June 2023 were selected as the research subjects. They were randomly divided into experimental and control groups, with 43 students in each group. The experimental group adopts the 5E teaching mode combined with a virtual endoscopic surgery simulation system for teaching. In contrast, the control group was taught using traditional teaching and a simple endoscopic simulation training box. A comparison was made between the evaluation results, self-evaluation, and teaching mode evaluation of the two groups. A <i>t</i>-test was performed on two sets of measurement data using SPSS 26.0 software. The theoretical test scores (<i>t</i> = 17.240, <i>p</i> = 0.000) and skill test scores (<i>t</i> = 21.335, <i>p</i> = 0.000) of students in the experimental group were higher than those in the control group. Compared to the control group, the experimental group showed significant improvement in operational skills (<i>t</i> = 3.557, <i>p</i> = 0.001), knowledge application (<i>t</i> = 4.936, <i>p</i> = 0.000), and overall performance (<i>t</i> = 2.999, <i>p</i> = 0.003) after training. The attitudes of students in the experimental group toward ability training (<i>t</i> = 3.818, <i>p</i> = 0.000), class order (<i>t</i> = 3.189, <i>p</i> = 0.002), teaching mode (<i>t</i> = 2.955, <i>p</i> = 0.004), and teaching level evaluation (<i>t</i> = 6.238, <i>p</i> = 0.000) were significantly higher than those in the control group. The virtual endoscopic surgery simulation system combined with the 5E teaching mode can significantly improve the theoretical knowledge and clinical practice skills of resident physicians in standardized training. Suggest applying it to clinical teaching.
DOI: 10.6084/m9.figshare.30878138
title: Artificial intelligence analysis of the relationship between subcutaneous fat volume in CT images and cervical kyphosis after laminoplasty

description: This retrospective observational study aimed to explore the associations of AI-assisted CT-quantified C4/C5 skeletal muscle and adipose tissue indices with postoperative cervical kyphosis and long-term functional outcomes in patients undergoing laminoplasty. Postoperative cervical kyphosis is a prevalent complication of laminoplasty with incompletely elucidated pathogenesis, and the role of neck muscle and adipose tissue in this complication lacks validation via standardized 3D quantification. We enrolled 114 patients with cervical spondylosis who underwent laminoplasty at Wuhan Union Hospital between 2018 and 2022, excluding those with severe comorbidities. Preoperative CT scans (obtained within 3 months before surgery) were processed using a ResU-Net model to quantify C4/C5 tissue indices. Statistical analyses (SPSS 27.0) included multivariate logistic regression, and receiver operating characteristic (ROC) curves with the Youden index were used to determine predictive thresholds. Postoperative kyphosis was diagnosed based on routine follow-up cervical X-rays. Multivariate logistic regression revealed that C4 and C5 subcutaneous fat volume (SFV) were independently associated with postoperative kyphosis (p&lt;0.05). The combined model integrating tissue indices and clinical variables achieved area under the curve (AUC) values of 0.706 (C4 SFV) and 0.717 (C5 SFV) (p&lt;0.05). AI-assisted CT-quantified C4/C5 SFV is correlated with postoperative cervical kyphosis. Integration of CT-derived tissue metrics and clinical indicators improves the prediction of laminoplasty outcomes, providing a data-driven foundation for optimizing surgical planning and postoperative rehabilitation in cervical spondylosis patients.
DOI: 10.6084/m9.figshare.30878138.v1
title: Artificial intelligence analysis of the relationship between subcutaneous fat volume in CT images and cervical kyphosis after laminoplasty

description: This retrospective observational study aimed to explore the associations of AI-assisted CT-quantified C4/C5 skeletal muscle and adipose tissue indices with postoperative cervical kyphosis and long-term functional outcomes in patients undergoing laminoplasty. Postoperative cervical kyphosis is a prevalent complication of laminoplasty with incompletely elucidated pathogenesis, and the role of neck muscle and adipose tissue in this complication lacks validation via standardized 3D quantification. We enrolled 114 patients with cervical spondylosis who underwent laminoplasty at Wuhan Union Hospital between 2018 and 2022, excluding those with severe comorbidities. Preoperative CT scans (obtained within 3 months before surgery) were processed using a ResU-Net model to quantify C4/C5 tissue indices. Statistical analyses (SPSS 27.0) included multivariate logistic regression, and receiver operating characteristic (ROC) curves with the Youden index were used to determine predictive thresholds. Postoperative kyphosis was diagnosed based on routine follow-up cervical X-rays. Multivariate logistic regression revealed that C4 and C5 subcutaneous fat volume (SFV) were independently associated with postoperative kyphosis (p&lt;0.05). The combined model integrating tissue indices and clinical variables achieved area under the curve (AUC) values of 0.706 (C4 SFV) and 0.717 (C5 SFV) (p&lt;0.05). AI-assisted CT-quantified C4/C5 SFV is correlated with postoperative cervical kyphosis. Integration of CT-derived tissue metrics and clinical indicators improves the prediction of laminoplasty outcomes, providing a data-driven foundation for optimizing surgical planning and postoperative rehabilitation in cervical spondylosis patients.
DOI: 10.15468/dl.7ybbt8
title: Occurrence Download

description: A dataset containing 28328 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spartina anglica"
 ]
}

 The dataset includes 28328 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063687-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15429872
title: AIJ UWE Benchmark Dataset – Case H (112C): Wind Tunnel Experiment for Flow and Dispersion around a 1:1:2 Shape Building Model

description: This dataset provides wind tunnel measurement results of wind velocity and gas concentration around a 1:1:2 shape building model with a near-ground point source. The experiment was conducted under neutrally stratified conditions.
DOI: 10.5281/zenodo.15429871
title: AIJ UWE Benchmark Dataset – Case H (112C): Wind Tunnel Experiment for Flow and Dispersion around a 1:1:2 Shape Building Model

description: This dataset provides wind tunnel measurement results of wind velocity and gas concentration around a 1:1:2 shape building model with a near-ground point source. The experiment was conducted under neutrally stratified conditions.