cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.21067
title: Efficient strategy for simultaneous gold deposition and obtention of hierarchical Au/TS-1 applied to liquid-phase propylene epoxidation
title: Efficient strategy for simultaneous gold deposition and obtention of hierarchical Au/TS-1 applied to liquid-phase propylene epoxidation

description: A novel and straightforward one-step method has been developed for the controlled deposition of gold nanoparticles (AuNPs) with uniform diameters onto the titanosilicate (TS-1) zeolitic surface via a direct anionic exchange (DAE) approach. This innovative process simultaneously introduces auxiliary mesoporosity into the zeolite framework, overcoming critical limitations associated with traditional microporous catalysts, including diffusion constraints and rapid deactivation. The resultant hierarchical Au/TS-1 catalyst demonstrates remarkable enhancements in catalytic performance for the liquid-phase propylene epoxidation with H2O2 coupled with outstanding stability, a challenge that has long hindered the application of such materials. With its exceptional catalytic properties and simplified preparation procedure, this system represents a significant advancement in catalyst design. The developed material shows great potential for industrial applications and paves the way for the creation of next-generation catalysts essential for sustainable development.
description: A novel and straightforward one-step method has been developed for the controlled deposition of gold nanoparticles (AuNPs) with uniform diameters onto the titanosilicate (TS-1) zeolitic surface via a direct anionic exchange (DAE) approach. This innovative process simultaneously introduces auxiliary mesoporosity into the zeolite framework, overcoming critical limitations associated with traditional microporous catalysts, including diffusion constraints and rapid deactivation. The resultant hierarchical Au/TS-1 catalyst demonstrates remarkable enhancements in catalytic performance for the liquid-phase propylene epoxidation with H2O2 coupled with outstanding stability, a challenge that has long hindered the application of such materials. With its exceptional catalytic properties and simplified preparation procedure, this system represents a significant advancement in catalyst design. The developed material shows great potential for industrial applications and paves the way for the creation of next-generation catalysts essential for sustainable development.
DOI: 10.57760/sciencedb.21076
title: Drug screening and dose optimization of meropenem-based combinations against NDM- or IMP-producing Klebsiella pneumoniae
title: Drug screening and dose optimization of meropenem-based combinations against NDM- or IMP-producing Klebsiella pneumoniae

description: Carbapenem treatment options for metallo-beta-lactamase: drug screening and dose optimization of meropenem-based combinations against NDM- or IMP-producing Klebsiella pneumoniae
description: Carbapenem treatment options for metallo-beta-lactamase: drug screening and dose optimization of meropenem-based combinations against NDM- or IMP-producing Klebsiella pneumoniae
DOI: 10.57760/sciencedb.21079
title: Questionnaire on the cultural and creative design of tourism in Lianyungang Huaguoshan Mountain
title: 连云港花果山旅游景区文创设计调查问卷

description: The questionnaire is mainly divided into four parts, including basic information, Lianyungang Huaguoshan Mountain,tourism cultural and creative areas, and Lianyungang Huaguoshan MountainTourism Cultural and Creative Industries.
description: The questionnaire is mainly divided into four parts, including basic information, Lianyungang Huaguoshan Mountain,tourism cultural and creative areas, and Lianyungang Huaguoshan MountainTourism Cultural and Creative Industries.
DOI: 10.57760/sciencedb.21078
title: The final data of AGB retieval result in Conghua, Guangdong, China
title: 广东从化地区AGB反演的最终结果

description: Final results of AGB inversion in Conghua area, Guangdong, which is the result data of the paper entitled Improving Forest Aboveground Biomass Retrieval through Multi-Decision Vector Fusion: Synergising Sentinel-1/2 with result data from the Airborne LiDAR Data paper.
description: Final results of AGB inversion in Conghua area, Guangdong, which is the result data of the paper entitled Improving Forest Aboveground Biomass Retrieval through Multi-Decision Vector Fusion: Synergising Sentinel-1/2 with result data from the Airborne LiDAR Data paper.
DOI: 10.57760/sciencedb.21081
title: The Forest Aboveground Biomass Retrieval Result in Conghua,Guangdong
title: The Forest Aboveground Biomass Retrieval Result in Conghua,Guangdong

description: Final results of AGB inversion in Conghua area, Guangdong, which is the result data of the paper entitled Improving Forest Aboveground Biomass Retrieval through Multi-Decision Vector Fusion: Synergising Sentinel-1/2 with result data from the Airborne LiDAR Data paper.
description: Final results of AGB inversion in Conghua area, Guangdong, which is the result data of the paper entitled Improving Forest Aboveground Biomass Retrieval through Multi-Decision Vector Fusion: Synergising Sentinel-1/2 with result data from the Airborne LiDAR Data paper.
DOI: 10.57760/sciencedb.21082
title: Tabnet model parameters
title: Tabnet model parameters

description: The file include a json file and a pt file, the json file describe the initial parameters of our tabnet model and the pt file can be imported by pytorch.
description: The file include a json file and a pt file, the json file describe the initial parameters of our tabnet model and the pt file can be imported by pytorch.
DOI: 10.57760/sciencedb.21083
title: Art Exhibit on Misconceptions of Sexual Violence
title: Art Exhibit on Misconceptions of Sexual Violence

description: An analysis of responses from thirty-six medical students was conducted. SV misconceptions regarding victim blaming, false reporting, and survivor/perpetrator demographics were conducted. Further, twenty-six of those participants were then evaluated for a change in perception and intent for future efforts after viewing an educational art exhibit.
description: An analysis of responses from thirty-six medical students was conducted. SV misconceptions regarding victim blaming, false reporting, and survivor/perpetrator demographics were conducted. Further, twenty-six of those participants were then evaluated for a change in perception and intent for future efforts after viewing an educational art exhibit.
DOI: 10.57760/sciencedb.21088
title: Quinolone Anticancer Database
title: Quinolone Anticancer Database

description: Quinolone drugs, mainly acting on Gram-negative bacteria, are a very common class of antibiotics, which is a kind of antibacterial agent with selective inhibition of bacterial DNA helicase. Cancer remains one of the leading causes of human death and a major public health problem worldwide. However, there is still a lack of effective cancer treatment methods, existing cancer treatment methods not only can not be effective treatment, and may even bring huge side effects. It has been found that quinolone structure is an important structural feature in many compounds with good anticancer activity, and it is a potential tyrosine kinase inhibitor and anti-tumor topoisomerase Ⅰ inhibitor. Hybridization of quinolones with other anticancer pharmacophore may provide more effective anticancer drug candidates, some of which are already approved for cancer treatment or are in clinical trials. This database integrates the reported quinolones and constructs a knowledge base of quinolones to aid the treatment of cancer. A total of 436 compounds were included in the database, including compound names, structures, basic physicochemical properties, target sites, active cells, and cytotoxic data IC50, as well as corresponding references and links, in order to provide reference and research basis for the development of quinolones anticancer drugs and reduce research costs.
description: Quinolone drugs, mainly acting on Gram-negative bacteria, are a very common class of antibiotics, which is a kind of antibacterial agent with selective inhibition of bacterial DNA helicase. Cancer remains one of the leading causes of human death and a major public health problem worldwide. However, there is still a lack of effective cancer treatment methods, existing cancer treatment methods not only can not be effective treatment, and may even bring huge side effects. It has been found that quinolone structure is an important structural feature in many compounds with good anticancer activity, and it is a potential tyrosine kinase inhibitor and anti-tumor topoisomerase Ⅰ inhibitor. Hybridization of quinolones with other anticancer pharmacophore may provide more effective anticancer drug candidates, some of which are already approved for cancer treatment or are in clinical trials. This database integrates the reported quinolones and constructs a knowledge base of quinolones to aid the treatment of cancer. A total of 436 compounds were included in the database, including compound names, structures, basic physicochemical properties, target sites, active cells, and cytotoxic data IC50, as well as corresponding references and links, in order to provide reference and research basis for the development of quinolones anticancer drugs and reduce research costs.
DOI: 10.57760/sciencedb.xbyxb.00055
title: In vitro study of siRNA delivery mediated by an ionizable cationic lipid constructing liposome supplementary material
title: 一种可电离阳离子脂质构建脂质体用于siRNA递送的体外研究补充材料

description: This data set provides supplementary materials for the paper "Supplementary Materials for in vitro Study of Liposome constructed with Ionizable cationic Lipid for siRNA Delivery" (Supplementary FIG.1), namely the 1H NMR spectra and MS spectra in Result 2.1 which proved that ionizable cationic lipid was successfully synthesized.
description: This data set provides supplementary materials for the paper "Supplementary Materials for in vitro Study of Liposome constructed with Ionizable cationic Lipid for siRNA Delivery" (Supplementary FIG.1), namely the 1H NMR spectra and MS spectra in Result 2.1 which proved that ionizable cationic lipid was successfully synthesized.
DOI: 10.57760/sciencedb.space.02362
title: High Energy Particle Detector Dataset
title: 高能粒子探测器数据集

description: The dataset is a high-energy particle detector dataset, including electron and proton data, and its time length is 1 day. Internally, it is hexadecimal encoded and can be opened with any tool in question.
description: The dataset is a high-energy particle detector dataset, including electron and proton data, and its time length is 1 day. Internally, it is hexadecimal encoded and can be opened with any tool in question.
DOI: 10.57760/sciencedb.21098
title: Behavioral and EEG datasets from a sequence learning task (2025)
title: Behavioral and EEG datasets from a sequence learning task (2025)

description: We recorded 128-channel EEG signals from 75 participants (including 2 excluded-participants) while they performed a modified serial reaction time task. Participants were presented with sequences of images and categorized each image as a face, tool, or animal using a three-choice button press. Each sequence (trial) comprised three consecutive images. In regular trials, stimuli followed a fixed category-order (face → tool → animal), whereas in random trials, the order was randomized to prevent overlap with the fixed pattern (see Methods).
description: We recorded 128-channel EEG signals from 75 participants (including 2 excluded-participants) while they performed a modified serial reaction time task. Participants were presented with sequences of images and categorized each image as a face, tool, or animal using a three-choice button press. Each sequence (trial) comprised three consecutive images. In regular trials, stimuli followed a fixed category-order (face → tool → animal), whereas in random trials, the order was randomized to prevent overlap with the fixed pattern (see Methods).
DOI: 10.57760/sciencedb.21097
title: Diverse-Expression Program
title: Diverse-Expression Program

description: The task of molecule generation guided by specific text descriptions has been proposed to generate molecules that match given text inputs. Mainstream methods typically use SMILES to represent molecules and rely on diffusion models or autoregressive structures for modeling. However, the one-to-many mapping diversity when using SMILES to represent molecules causes existing methods to require complex model architectures and larger training datasets to improve performance, which affects the efficiency of model training and generation. In this paper, we propose a Text-Guided Diverse-Expression Diffusion (TGDD) Model for Molecule Generation. TGDD combines both SMILES and SELFIES into a novel Diverse-Expression molecular representation, enabling precise molecule mapping based on natural language. By leveraging this Diverse-Expression representation, TGDD simplifies the segmented diffusion generation process, achieving faster training and reduced memory consumption, while also exhibiting stronger alignment with natural language. TGDD outperforms both TGM-LDM and the autoregressive model MolT5-Base on most evaluation metrics.
description: The task of molecule generation guided by specific text descriptions has been proposed to generate molecules that match given text inputs. Mainstream methods typically use SMILES to represent molecules and rely on diffusion models or autoregressive structures for modeling. However, the one-to-many mapping diversity when using SMILES to represent molecules causes existing methods to require complex model architectures and larger training datasets to improve performance, which affects the efficiency of model training and generation. In this paper, we propose a Text-Guided Diverse-Expression Diffusion (TGDD) Model for Molecule Generation. TGDD combines both SMILES and SELFIES into a novel Diverse-Expression molecular representation, enabling precise molecule mapping based on natural language. By leveraging this Diverse-Expression representation, TGDD simplifies the segmented diffusion generation process, achieving faster training and reduced memory consumption, while also exhibiting stronger alignment with natural language. TGDD outperforms both TGM-LDM and the autoregressive model MolT5-Base on most evaluation metrics.
DOI: 10.57760/sciencedb.21106
title: Questionnaire survey data and related data analysis documents of tourism culture and creativity in Lianyungang Huaguoshan Mountain
title: 连云港花果山景区旅游文创的问卷调研数据及相关数据分析文件

description: The questionnaire data and related data analysis documents of the tourist survey questionnaire of  Lianyungang Huaguoshan Mountain Tourism Cultural and Creative Area
description: The questionnaire data and related data analysis documents of the tourist survey questionnaire of  Lianyungang Huaguoshan Mountain Tourism Cultural and Creative Area
DOI: 10.57760/sciencedb.21087
title: Furniture Style Clustering
title: Furniture Style Clustering

description: Five experts were invited to collect vocabulary for styling from the internet, and a total of 108 styling terms were obtained. Combined with the images of furniture styles selected and processed in Section 4.1, the experts were invited again to score the 108 styles. For common styling terms, 1 point was added; for less common terms, the score was 0. The accumulated scores for the 108 different styling terms reflect the popularity or market performance of each style. By analyzing the score data, the K-means clustering method was used to effectively classify different styles. K-means is a clustering method based on distance metrics, aiming to minimize the squared distance from each sample point to its cluster center. The Elbow Method was used to analyze the relationship between the number of clusters and the total within-cluster sum of squares (Inertia). The clustering result is shown in the figure below, where it is evident that when the value of K is 5, it provides the optimal classification, i.e., five categories were chosen as the number of clusters.
description: Five experts were invited to collect vocabulary for styling from the internet, and a total of 108 styling terms were obtained. Combined with the images of furniture styles selected and processed in Section 4.1, the experts were invited again to score the 108 styles. For common styling terms, 1 point was added; for less common terms, the score was 0. The accumulated scores for the 108 different styling terms reflect the popularity or market performance of each style. By analyzing the score data, the K-means clustering method was used to effectively classify different styles. K-means is a clustering method based on distance metrics, aiming to minimize the squared distance from each sample point to its cluster center. The Elbow Method was used to analyze the relationship between the number of clusters and the total within-cluster sum of squares (Inertia). The clustering result is shown in the figure below, where it is evident that when the value of K is 5, it provides the optimal classification, i.e., five categories were chosen as the number of clusters.
DOI: 10.57760/sciencedb.21110
title: A dataset of mitigation performance of the EICP for the erosion resistance of purple soil to concentrated flow in the Three Gorges Reservoir area
title: A dataset of mitigation performance of the EICP for the erosion resistance of purple soil to concentrated flow in the Three Gorges Reservoir area

description: EICP solutions at 4 concentrations (0.5, 1.0, 1.5, and 2.0 mol·L-1) and an untreated soil control (CK) were employed, the variations in apparent cohesion, aggregate stability and calcium carbonate content of the soil were evaluated after 6 maintenance durations (1, 7, 15, 30, 60, and 120 d). Soil detachment capacity was estimated under 6 shear stresses (4.07, 6.05, 8.04, 10.12, 12.08, and 14.04 Pa), and soil erosion resistance (Kr and τc) was calculated.
description: EICP solutions at 4 concentrations (0.5, 1.0, 1.5, and 2.0 mol·L-1) and an untreated soil control (CK) were employed, the variations in apparent cohesion, aggregate stability and calcium carbonate content of the soil were evaluated after 6 maintenance durations (1, 7, 15, 30, 60, and 120 d). Soil detachment capacity was estimated under 6 shear stresses (4.07, 6.05, 8.04, 10.12, 12.08, and 14.04 Pa), and soil erosion resistance (Kr and τc) was calculated.
DOI: 10.57760/sciencedb.21119
title: 3D reconstruction and segmentation of DMVs in Figure5
title: 3D reconstruction and segmentation of DMVs in Figure5

description: Video S1. The 3D reconstruction and rendering of the tomogram in figure5F showed that NSP3 and NSP4(WT) induced fewer DMV. Pink represents DMV, yellow represents ER, purple represents SMV.  Video S2. The 3D reconstruction and rendering of the tomogram in figure5H showed a large number of DMV induced by NSP3 and NSP4(T492I). Pink represents DMV, yellow represents ER, purple represents SMV, and green represents microtubules.
description: Video S1. The 3D reconstruction and rendering of the tomogram in figure5F showed that NSP3 and NSP4(WT) induced fewer DMV. Pink represents DMV, yellow represents ER, purple represents SMV.  Video S2. The 3D reconstruction and rendering of the tomogram in figure5H showed a large number of DMV induced by NSP3 and NSP4(T492I). Pink represents DMV, yellow represents ER, purple represents SMV, and green represents microtubules.
DOI: 10.15468/dl.t39wr2
title: Occurrence Download

description: A dataset containing 1552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Cyathea schiedeana (C.Presl) Domin"
 ]
}

 The dataset includes 1552 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001226-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.21122
title: BIM model data for door element annotation
title: BIM model data for door element annotation

description: This dataset is extracted from seven high-rise residential BIM models and consists of 2,677 door samples. Each door is labeled based on its function: 217 Exit doors, 361 Apartment Exit doors, and the remaining classified as Non-Exit. The dataset includes 13 features capturing geometric, spatial, and connectivity-related attributes designed to support automated door classification for fire safety compliance checking. Revit API is used to extract the data.
description: This dataset is extracted from seven high-rise residential BIM models and consists of 2,677 door samples. Each door is labeled based on its function: 217 Exit doors, 361 Apartment Exit doors, and the remaining classified as Non-Exit. The dataset includes 13 features capturing geometric, spatial, and connectivity-related attributes designed to support automated door classification for fire safety compliance checking. Revit API is used to extract the data.
DOI: 10.15468/dl.c38ybg
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Cyathea divergens Kunze"
 ]
}

 The dataset includes 1428 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001222-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.21125
title: Delayed tension pneumothorax after microwave ablation of lung metastasis: a case report
title: Delayed tension pneumothorax after microwave ablation of lung metastasis: a case report

description: We present a case of a 60-year-old female patient with EC and lung metastasis who underwent multiline treatment. After the reappearance of an isolated metastasis (3×2.5 cm) in the right lung, the patient underwent MWA. Delayed tension pneumothorax occurred 24 hours post-procedure, requiring urgent intervention to prevent further deterioration and reduce mortality risk.
description: We present a case of a 60-year-old female patient with EC and lung metastasis who underwent multiline treatment. After the reappearance of an isolated metastasis (3×2.5 cm) in the right lung, the patient underwent MWA. Delayed tension pneumothorax occurred 24 hours post-procedure, requiring urgent intervention to prevent further deterioration and reduce mortality risk.
DOI: 10.15468/dl.9e6kud
title: Occurrence Download

description: A dataset containing 227397 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Moths and butterflies from Lepidoptera.no"
 ]
}

 The dataset includes 227397 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001227-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.21128
title: Genetic Analysis of TaCKX5A in Wheat: KASP Marker Development, Expression Profiling, and Grain Weight Association
title: Genetic Analysis of TaCKX5A in Wheat: KASP Marker Development, Expression Profiling, and Grain Weight Association

description: Association analysis data for TaCKX5A gene under well-water and water-limited conditions, development of KASP marker for TaCKX5A gene and Expression profiling for this gene
description: Association analysis data for TaCKX5A gene under well-water and water-limited conditions, development of KASP marker for TaCKX5A gene and Expression profiling for this gene