cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.01577
title: Datasets of the runoff coefficient spatial distribution in the Yellow River Basin during 1979-2000 simulated by eight PMIP3/CMIP5 models
title: 8个PMIP3/CMIP5模式模拟的1979-2000年黄河流域径流系数空间分布数据集

description: The Spatial differentiation of the Runoff coefficient is a comprehensive index that represents the influence degree of climate and hydrological factors and runoff formation of the underlying watershed. Comparing the spatial differentiation characteristics of simulated and observed runoff coefficients can be used to indicate the comprehensive simulation ability of the model to climate and hydrological elements. In this dataset, precipitation and runoff data from eight Earth system model tests of The Paleoclimate Modelling Intercomparison Project 3(PMIP3) over the past millennium and The Coupled Model Intercomparison Project Phase 5 (CMIP5) total Forced historical simulation were used. Combined with the daily total runoff data of 10km resolution in China from 1979 to 2000 provided by the National Earth system science data center and the grid data of monthly surface precipitation in China from 1979 to 2000 provided by China Meteorological data network, the runoff coefficient of the Yellow River Basin from 1979 to 2000 was calculated. By comparing the runoff coefficients calculated by the eight models, the spatial simulation ability of the models was further evaluated.
description: The Spatial differentiation of the Runoff coefficient is a comprehensive index that represents the influence degree of climate and hydrological factors and runoff formation of the underlying watershed. Comparing the spatial differentiation characteristics of simulated and observed runoff coefficients can be used to indicate the comprehensive simulation ability of the model to climate and hydrological elements. In this dataset, precipitation and runoff data from eight Earth system model tests of The Paleoclimate Modelling Intercomparison Project 3(PMIP3) over the past millennium and The Coupled Model Intercomparison Project Phase 5 (CMIP5) total Forced historical simulation were used. Combined with the daily total runoff data of 10km resolution in China from 1979 to 2000 provided by the National Earth system science data center and the grid data of monthly surface precipitation in China from 1979 to 2000 provided by China Meteorological data network, the runoff coefficient of the Yellow River Basin from 1979 to 2000 was calculated. By comparing the runoff coefficients calculated by the eight models, the spatial simulation ability of the models was further evaluated.
DOI: 10.57760/sciencedb.01620
title: Transportation of WuHan China (TOWC) datasets
title: Transportation of WuHan China (TOWC) datasets

description: The image datasets are processed from the video recorded with vehicle. And the campus clips, urban highway clips and expressway clips are collected respectively, which are recorded in the size of 1024×576. In post-processing, the images in the videos are extracted and numbered frame by frame. A total of 71162 images were collected from the campus of Wuhan university of technology, the highway in Wuhan city and some freeway around Wuhan, which form our Transportation of Wuhan China (TOWC) datasets. After statistics, a total of 14232 images and 57012 object boxes are labeled (they are uploaded), and the number of boxes of each class are 3526, 32874, 819, 3554, 4161, 4496, 971, 1255 and 5356 respectively, corresponding to the above 9 classes.
description: The image datasets are processed from the video recorded with vehicle. And the campus clips, urban highway clips and expressway clips are collected respectively, which are recorded in the size of 1024×576. In post-processing, the images in the videos are extracted and numbered frame by frame. A total of 71162 images were collected from the campus of Wuhan university of technology, the highway in Wuhan city and some freeway around Wuhan, which form our Transportation of Wuhan China (TOWC) datasets. After statistics, a total of 14232 images and 57012 object boxes are labeled (they are uploaded), and the number of boxes of each class are 3526, 32874, 819, 3554, 4161, 4496, 971, 1255 and 5356 respectively, corresponding to the above 9 classes.
DOI: 10.57760/sciencedb.01633
title: XRD-Scientific Reports
title: XRD-Scientific Reports

description: The data are the raw data of the powder X-ray diffractograms for the materials investigated/studied in the manuscript entitled "Facile synthesis of low toxicity iron oxide/TiO2 nanocomposites with hyperthermic and photo-oxidation properties " with the authors: Traian Popescu1†, Christien Oktaviani Matei2†, Daniela Cristina Culita3, Valentin-Adrian Maraloiu1, Arpad Mihai Rostas1, Lucian Diamandescu1, Nicusor Iacob1, Tudor Savopol2, Monica Cristiana Ilas1, Marcel Feder1, Andreea-Roxana Lupu4, Alexandra Corina Iacoban1, Ioana Dorina Vlaicu1*, Mihaela Georgeta Moisescu2, submitted for publication in Scientific Reports.
description: The data are the raw data of the powder X-ray diffractograms for the materials investigated/studied in the manuscript entitled "Facile synthesis of low toxicity iron oxide/TiO2 nanocomposites with hyperthermic and photo-oxidation properties " with the authors: Traian Popescu1†, Christien Oktaviani Matei2†, Daniela Cristina Culita3, Valentin-Adrian Maraloiu1, Arpad Mihai Rostas1, Lucian Diamandescu1, Nicusor Iacob1, Tudor Savopol2, Monica Cristiana Ilas1, Marcel Feder1, Andreea-Roxana Lupu4, Alexandra Corina Iacoban1, Ioana Dorina Vlaicu1*, Mihaela Georgeta Moisescu2, submitted for publication in Scientific Reports.
DOI: 10.57760/sciencedb.01635
title: Supplementary data
title: Supplementary data

description: This is my supllementary data regarding medicinal plants and demographic features of Participants in Ensaro District, Amhara Regional State, Ethiopia
description: This is my supllementary data regarding medicinal plants and demographic features of Participants in Ensaro District, Amhara Regional State, Ethiopia
DOI: 10.57760/sciencedb.01642
title: A Dataset of photosynthetically active radiation reconstruction in China, 2015-2020
title: 2015～2020年中国光合有效辐射重构数据集

description: Photosynthetically active radiation data can be widely used in ecology, agriculture, resources and environment, climatology and other fields，it has important application value in ecosystem productivity assessment, agricultural production layout optimization and food security, atmospheric carbon dioxide (CO2) evolution and its change law, regional CO2 source and sink estimation。However, the long-term continuous observation data of photosynthetically active radiation are few, especially in China。Therefore, accurate large-scale photosynthetically active radiation data will provide scientific data support for relevant research. In this paper,we used data from the China Meteorological Administration and the China Ecosystem Research Network, the total radiation data of national scale long time series were reconstructed based on the "mixed model". Then, combined with the constructed photosynthetically active radiation scheme for different climatic regions estimated by total radiation. Finally, the reconstructed photosynthetically active radiation data with good accuracy and passing test were obtained. The time range of this dataset is 2015-2020.
description: Photosynthetically active radiation data can be widely used in ecology, agriculture, resources and environment, climatology and other fields，it has important application value in ecosystem productivity assessment, agricultural production layout optimization and food security, atmospheric carbon dioxide (CO2) evolution and its change law, regional CO2 source and sink estimation。However, the long-term continuous observation data of photosynthetically active radiation are few, especially in China。Therefore, accurate large-scale photosynthetically active radiation data will provide scientific data support for relevant research. In this paper,we used data from the China Meteorological Administration and the China Ecosystem Research Network, the total radiation data of national scale long time series were reconstructed based on the "mixed model". Then, combined with the constructed photosynthetically active radiation scheme for different climatic regions estimated by total radiation. Finally, the reconstructed photosynthetically active radiation data with good accuracy and passing test were obtained. The time range of this dataset is 2015-2020.
DOI: 10.57760/sciencedb.01647
title: Twitter italian debate about GreenPass
title: Twitter italian debate about GreenPass

description: Dataset of tweets in italian regarding the GreenPass debate from 15/06/2021 to 14/12/2021
description: Dataset of tweets in italian regarding the GreenPass debate from 15/06/2021 to 14/12/2021
DOI: 10.57760/sciencedb.01493
title: a multi-center study of adenoma detection in colonoscopy
title: 多中心结肠镜检查腺瘤检出情况

description: The epidemiological data (including sex, age, height, weight, family history of colon cancer, etc.) and colonoscopy results (detection of adenoma, luminal distention score, withdrawal time, etc.) of 4500 individuals accepting screening colonoscopy with or without sedation in 7 medical centers in China from October 2020 to March 2021 were collected.
description: The epidemiological data (including sex, age, height, weight, family history of colon cancer, etc.) and colonoscopy results (detection of adenoma, luminal distention score, withdrawal time, etc.) of 4500 individuals accepting screening colonoscopy with or without sedation in 7 medical centers in China from October 2020 to March 2021 were collected.
DOI: 10.57760/sciencedb.01552
title: Data: Learning Path Optimization based on Multi-Attribute Matching and Variable Length Continuous Representation
title: Data: Learning Path Optimization based on Multi-Attribute Matching and Variable Length Continuous Representation

description: The dataset was randomly produced by MATLAB R2018b.The dataset named 'NewData***N' contains a structure P that saved all the student and material attributes. Where *** stands for the number of materials.The dataset named 'New***N' contains three variables: S, Gbest, and Gtime.S is a cell-matrix. Each cell contains a structure that saved the algorithm running information.Gbest is a double matrix of 30 rows. Each row saves the best fitness value of one algorithm run on 100 different learners.Gtime is a double matrix of 30 rows as well. Each row saves the running time of the corresponding algorithm run on 100 different learners.
description: The dataset was randomly produced by MATLAB R2018b.The dataset named 'NewData***N' contains a structure P that saved all the student and material attributes. Where *** stands for the number of materials.The dataset named 'New***N' contains three variables: S, Gbest, and Gtime.S is a cell-matrix. Each cell contains a structure that saved the algorithm running information.Gbest is a double matrix of 30 rows. Each row saves the best fitness value of one algorithm run on 100 different learners.Gtime is a double matrix of 30 rows as well. Each row saves the running time of the corresponding algorithm run on 100 different learners.
DOI: 10.57760/sciencedb.01609
title: Clinicopathological data, the electrophoretic results and genotypes of the gastric cancer patients and healthy volunteers
title: 胃癌患者及健康体检人群的临床病理资料及电泳结果、基因测序结果

description: The experimental group consisted of 75 patients with gastric cancer diagnosed by pathology and complete general data after surgical resection, and 59 healthy people who underwent physical examination in the same period. The survival data of patients with gastric cancer were obtained by telephone follow-up. The differentiation degree of gastric cancer was classified by experienced pathologists; The tissue size of gastric cancer, the depth of invasion of the tumor to the gastric wall, whether there is lymph node metastasis and distant metastasis were evaluated by the latest TNM classification standard of gastric cancer issued by the international anti cancer Federation (UICC). The control group was healthy people in the same period. The DNA of gastric tissues from patients with gastric cancer and healthy controls were extracted from paraffin embedded pathological sections. According to the instructions, genejet FFPE DNA purification kit was used for extraction, and primer premier 6.0 software was used for PCR primer design. After synthesizing the primers, PCR amplification was carried out. After PCR, Electrophoretic analysis was performed, and the remaining PCR products were sequenced. The sequenced products were analyzed by megalign and chromas 2.4.3 software. The genotypes of nlrc5, rs56315364 and rs289726 were obtained by manual comparison.
description: The experimental group consisted of 75 patients with gastric cancer diagnosed by pathology and complete general data after surgical resection, and 59 healthy people who underwent physical examination in the same period. The survival data of patients with gastric cancer were obtained by telephone follow-up. The differentiation degree of gastric cancer was classified by experienced pathologists; The tissue size of gastric cancer, the depth of invasion of the tumor to the gastric wall, whether there is lymph node metastasis and distant metastasis were evaluated by the latest TNM classification standard of gastric cancer issued by the international anti cancer Federation (UICC). The control group was healthy people in the same period. The DNA of gastric tissues from patients with gastric cancer and healthy controls were extracted from paraffin embedded pathological sections. According to the instructions, genejet FFPE DNA purification kit was used for extraction, and primer premier 6.0 software was used for PCR primer design. After synthesizing the primers, PCR amplification was carried out. After PCR, Electrophoretic analysis was performed, and the remaining PCR products were sequenced. The sequenced products were analyzed by megalign and chromas 2.4.3 software. The genotypes of nlrc5, rs56315364 and rs289726 were obtained by manual comparison.
DOI: 10.57760/sciencedb.01515
title: curated TMPRSS6 variants dataset
title: curated TMPRSS6 variants dataset

description: pathogenicity classification of TMPRSS6 variants and related literature.
description: pathogenicity classification of TMPRSS6 variants and related literature.
DOI: 10.57760/sciencedb.01504
title: Researcher data for pre-training
title: Researcher data for pre-training

description: This data was extracted from the DBLP, ACM, and MAG digital library as the input of the researcher pre-training model RPT[1][2].This dataset contains a researcher semantic document set and a researcher community graph.--author_document_corpus.txtthe researcher semantic document set, where each line represents a researcher's semantic document set, including the researcher ID and document sequence separated by tab(\t), for example:a1 \t d1 \t d2 \t ... \t dm \na2 \t d1 \t d2 \t ... \t dn \n...--author_community.pklwhere the key is the researcher id, and the value includes two vectors of equal length, preserving the neighbor id and corresponding relation type index. For example:{a1: ["neighbors": [a2, a4, a9, ..., a6], "relations": [0, 0, 1, ..., 2] ] a2: ...} [1] Qiao, Ziyue, et al. "RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training." arXiv preprint arXiv:2110.07336 (2021).[2] https://github.com/joe817/RPT
description: This data was extracted from the DBLP, ACM, and MAG digital library as the input of the researcher pre-training model RPT[1][2].This dataset contains a researcher semantic document set and a researcher community graph.--author_document_corpus.txtthe researcher semantic document set, where each line represents a researcher's semantic document set, including the researcher ID and document sequence separated by tab(\t), for example:a1 \t d1 \t d2 \t ... \t dm \na2 \t d1 \t d2 \t ... \t dn \n...--author_community.pklwhere the key is the researcher id, and the value includes two vectors of equal length, preserving the neighbor id and corresponding relation type index. For example:{a1: ["neighbors": [a2, a4, a9, ..., a6], "relations": [0, 0, 1, ..., 2] ] a2: ...} [1] Qiao, Ziyue, et al. "RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training." arXiv preprint arXiv:2110.07336 (2021).[2] https://github.com/joe817/RPT
DOI: 10.57760/sciencedb.01529
title: Supplementary material for the pilot study on the intercalibration of a categorisation system for FAIRer digital objects related to sensitive data in the life sciences
title: Supplementary material for the pilot study on the intercalibration of a categorisation system for FAIRer digital objects related to sensitive data in the life sciences

description: The files provide supplementary information for the publication in the DI-Journal (10.1162/dint_a_00126). This covers:a) A short form of the categorisation system (version 1). The full version is available at ZENODO: https://zenodo.org/record/4311094#.YhSULOjMJD8b) Final report about the pilot study (3.3.2021 updated 15.2.2022)c) A short form of the categorisation system (version 2). the full version is available at ZENODO: https://zenodo.org/record/5506762#.YhSVHejMJD8
description: The files provide supplementary information for the publication in the DI-Journal (10.1162/dint_a_00126). This covers:a) A short form of the categorisation system (version 1). The full version is available at ZENODO: https://zenodo.org/record/4311094#.YhSULOjMJD8b) Final report about the pilot study (3.3.2021 updated 15.2.2022)c) A short form of the categorisation system (version 2). the full version is available at ZENODO: https://zenodo.org/record/5506762#.YhSVHejMJD8
DOI: 10.57760/sciencedb.01532
title: cDNA microarray data of MT-2 _vs_vec in PC3
title: cDNA microarray data of MT-2 _vs_vec in PC3

description: The cDNA microarray analysis of the gene expression profile in MT-2-overexpressing PC3 cells. Differential expression of each mRNA between two groups was defined by an absolute value of fold change (FC) above 2 (|log2FC| &gt; 1) and p-value below 0.05 (Student’s t-test). For function-related examination, we used Gene Set Enrichment Analysis for differentially expressed genes (For most model organisms) and used cluster profile for enrichment test for gene ontology (GO) and pathway (KEGG).
description: The cDNA microarray analysis of the gene expression profile in MT-2-overexpressing PC3 cells. Differential expression of each mRNA between two groups was defined by an absolute value of fold change (FC) above 2 (|log2FC| &gt; 1) and p-value below 0.05 (Student’s t-test). For function-related examination, we used Gene Set Enrichment Analysis for differentially expressed genes (For most model organisms) and used cluster profile for enrichment test for gene ontology (GO) and pathway (KEGG).
DOI: 10.57760/sciencedb.01562
title: Antarctic drainage basins delineation
title: Antarctic drainage basins delineation

description: On the basis of the highest accuracy and most complete MEaSUREs Phase-Based Antarctica Ice Velocity Map available, we propose a weight-balanced approach to extract Antarctic ice flow lines. This data is used to delineate Antarctic drainage basins on the basis of Antarctic (Ice sheet Mass Balance Inter-Comparison Exercise)IMBIE basins.The different flow directions at the adjacent basin boundaries from the ice flow lines offer the crucial delineation criterion, which is the key insight behind Antarctic basin re-delineation. To distinguish the ice flow lines from each other, we represent the flow lines with different colors. For adjacent basins, we reclassified the boundaries of adjacent basins by tracing the flow trajectories of flow lines at the boundaries of adjacent basins. In contrast to the boundaries of adjacent basins, we retain and keep the boundaries of ice shelves in Antarctic IMBIE basins since they were based on InSAR-derived grounding lines with high accuracy. As a result, the boundaries of all adjacent basins were redefined to generate the re-delineated Antarctic basin systems.
description: On the basis of the highest accuracy and most complete MEaSUREs Phase-Based Antarctica Ice Velocity Map available, we propose a weight-balanced approach to extract Antarctic ice flow lines. This data is used to delineate Antarctic drainage basins on the basis of Antarctic (Ice sheet Mass Balance Inter-Comparison Exercise)IMBIE basins.The different flow directions at the adjacent basin boundaries from the ice flow lines offer the crucial delineation criterion, which is the key insight behind Antarctic basin re-delineation. To distinguish the ice flow lines from each other, we represent the flow lines with different colors. For adjacent basins, we reclassified the boundaries of adjacent basins by tracing the flow trajectories of flow lines at the boundaries of adjacent basins. In contrast to the boundaries of adjacent basins, we retain and keep the boundaries of ice shelves in Antarctic IMBIE basins since they were based on InSAR-derived grounding lines with high accuracy. As a result, the boundaries of all adjacent basins were redefined to generate the re-delineated Antarctic basin systems.
DOI: 10.57760/sciencedb.01571
title: SPINT2
title: SPINT2

description: 1. Original figure1b Sanger sequence (file) and original figure2c were obtained by whole genome sequencing. 2 Figure 1 (TIF and PDF) some data (figures C, D and F) are from the routine nursing of patients during hospitalization; Figure a is drawn according to the genetic characteristics of families; 3. Figures 2, 3 and 4 (TIF and PDF) are edited by professional software
description: 1. Original figure1b Sanger sequence (file) and original figure2c were obtained by whole genome sequencing. 2 Figure 1 (TIF and PDF) some data (figures C, D and F) are from the routine nursing of patients during hospitalization; Figure a is drawn according to the genetic characteristics of families; 3. Figures 2, 3 and 4 (TIF and PDF) are edited by professional software
DOI: 10.57760/sciencedb.01588
title: A dataset of glucosinolates genes in Brassica napus
title: A dataset of glucosinolates genes in Brassica napus

description: The data are additional supplementary materials for a postdoc thesis. The data uncover figures and tables about rapeseed genomic blocks and identified glucosinolates genes, with their interaction network and structural variation in eight rapeseed accessions
description: The data are additional supplementary materials for a postdoc thesis. The data uncover figures and tables about rapeseed genomic blocks and identified glucosinolates genes, with their interaction network and structural variation in eight rapeseed accessions
DOI: 10.57760/sciencedb.01523
title: Genome Seuqencing data of Vulpes ferrilata
title: 藏狐基因组测序数据

description: Genome sequencing data of Vulpes ferrilata, including NGS sequencing data, Nanopore sequencing data, Transcriptome sequencing data, and Hi-C sequencing data.
description: Genome sequencing data of Vulpes ferrilata, including NGS sequencing data, Nanopore sequencing data, Transcriptome sequencing data, and Hi-C sequencing data.