cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.01273
title: Importance evaluation on the sustainable operation and management indicators of institutional centers for shared facilities and technologies, CAS (2020)
title: 中国科学院所级公共技术中心可持续运行管理指标的重要性评估数据（2020)

description: Based on the balanced scorecard, a sustainable development evaluation system with 32 indicators has been established from the aspects of learning and growth of scientific research instrument platform (taking the Institute level public technology center of the Chinese Academy of Sciences as the main research object), internal process control, customers and finance. The importance of scientific research instrument platform is evaluated online and offline from 2019 to 2020. 1 indicates that it is very unimportant, 5 means very important. Finally, 627 valid data were obtained, which can be used for correlation research and policy suggestions on the sustainable management and operation of scientific research instrument platform.
description: Based on the balanced scorecard, a sustainable development evaluation system with 32 indicators has been established from the aspects of learning and growth of scientific research instrument platform (taking the Institute level public technology center of the Chinese Academy of Sciences as the main research object), internal process control, customers and finance. The importance of scientific research instrument platform is evaluated online and offline from 2019 to 2020. 1 indicates that it is very unimportant, 5 means very important. Finally, 627 valid data were obtained, which can be used for correlation research and policy suggestions on the sustainable management and operation of scientific research instrument platform.
DOI: 10.57760/sciencedb.01319
title: Data on influencing factors of landslides in Shenzhen, Guangdong Province, China
title: Data on influencing factors of landslides in Shenzhen, Guangdong Province, China

description: Data on influencing factors of landslides in Shenzhen, Guangdong Province, China
description: Data on influencing factors of landslides in Shenzhen, Guangdong Province, China
DOI: 10.57760/sciencedb.01204
title: The catalogue of plant and animal resources in Shi Menguan Scenic Spot in Yangbi County, Yunnan Province
title: 云南漾濞石门关景区动植物资源数据集

description: The database consists of the following five tables: the catalogue of plantsinShiMenguan Scenic Spotincludes 813 species, 541 genera, 161 families, and the data content includes 23 fields, such as Latin family name, Latin genus name, Chinese name, Latin name, distribution area, life form, alien / native, native / cultivation, invasion or not, purpose, flowering and fruiting period, etc. The catalogue of insects includes 301 species, 161 families, 20 orders, and the data content includes 6 fields: Chinese order name, Chinese family name, Chinese name, Latin name, benefit and harm, and quantity. There are 162 kinds of birds, the catalogue of birdsincluding 7 fields such as Chinese family name, Chinese name, Latin name, density and protection level. There are 21 species about two crawling and fish, and the data content includes 4 fields: Chinese name, Chinese name, Latin name and category. There are 17 species in theanimalcatalogue, and the data content includes 6 fields such as species, Chinese name, Latin name, density and protection level.
description: The database consists of the following five tables: the catalogue of plantsinShiMenguan Scenic Spotincludes 813 species, 541 genera, 161 families, and the data content includes 23 fields, such as Latin family name, Latin genus name, Chinese name, Latin name, distribution area, life form, alien / native, native / cultivation, invasion or not, purpose, flowering and fruiting period, etc. The catalogue of insects includes 301 species, 161 families, 20 orders, and the data content includes 6 fields: Chinese order name, Chinese family name, Chinese name, Latin name, benefit and harm, and quantity. There are 162 kinds of birds, the catalogue of birdsincluding 7 fields such as Chinese family name, Chinese name, Latin name, density and protection level. There are 21 species about two crawling and fish, and the data content includes 4 fields: Chinese name, Chinese name, Latin name and category. There are 17 species in theanimalcatalogue, and the data content includes 6 fields such as species, Chinese name, Latin name, density and protection level.
DOI: 10.57760/sciencedb.01348
title: Evaluation of HLA-G 14bp Ins/Del and +3142 C/G polymorphisms in type 1 diabetes among South Indian population
title: Evaluation of HLA-G 14bp Ins/Del and +3142 C/G polymorphisms in type 1 diabetes among South Indian population

description: The aim of the study is to to evaluate the association of HLA-G 14bp Ins/Del and +3142 C/G polymorphisms with T1D among South Indian population. This is a familial study including patients along with their siblings and parents. The data of this study includes tables on demographic characteristics, Polymorphic details, transmission disequilibrium test among the study groups; images on gel documentation, haploview analysis; figure showing significant results of the study.
description: The aim of the study is to to evaluate the association of HLA-G 14bp Ins/Del and +3142 C/G polymorphisms with T1D among South Indian population. This is a familial study including patients along with their siblings and parents. The data of this study includes tables on demographic characteristics, Polymorphic details, transmission disequilibrium test among the study groups; images on gel documentation, haploview analysis; figure showing significant results of the study.
DOI: 10.57760/sciencedb.01232
title: Decyphering Hardiness
title: Decyphering Hardiness

description: Using artificial neural networks (ANNs) to explore the three hardiness profiles, we found the novelty seeker profile to be associated with the highest burnout levels. Some of the relationships between the stressors and burnout were nonlinear. With ANNs, these relationships were identified as important even though they were not statistically significant in regression analysis.
description: Using artificial neural networks (ANNs) to explore the three hardiness profiles, we found the novelty seeker profile to be associated with the highest burnout levels. Some of the relationships between the stressors and burnout were nonlinear. With ANNs, these relationships were identified as important even though they were not statistically significant in regression analysis.
DOI: 10.57760/sciencedb.01245
title: Mechanical Design and Dynamic Compliance Control of Lightweight Manipulator
title: Mechanical Design and Dynamic Compliance Control of Lightweight Manipulator

description: In the existing modular joint design and control methods of collaborative robots, the inertia of the manipulator link is large, the dynamic trajectory planning ability is weak, the collision stop safety strategy is dependent, and the adaptability and safety to the changing environment are limited. This paper develops a six-degree-of-freedom lightweight collaborative manipulator with real-time dynamic trajectory planning and active compliance control. Firstly, a novel motor installation, joint transmission, and link design method is put forward to reduce the inertia of the links and improve intrinsic safety. At the same time, to enhance the dynamic operation capability and quick response ability of the manipulator, a real-time smooth planning of position and orientation under initial/end pose and velocity constraints is proposed. The adaptability to the environment is improved by the active compliance control. Finally, experiments are carried out to verify the effectiveness of the proposed design, planning, and control methods.
description: In the existing modular joint design and control methods of collaborative robots, the inertia of the manipulator link is large, the dynamic trajectory planning ability is weak, the collision stop safety strategy is dependent, and the adaptability and safety to the changing environment are limited. This paper develops a six-degree-of-freedom lightweight collaborative manipulator with real-time dynamic trajectory planning and active compliance control. Firstly, a novel motor installation, joint transmission, and link design method is put forward to reduce the inertia of the links and improve intrinsic safety. At the same time, to enhance the dynamic operation capability and quick response ability of the manipulator, a real-time smooth planning of position and orientation under initial/end pose and velocity constraints is proposed. The adaptability to the environment is improved by the active compliance control. Finally, experiments are carried out to verify the effectiveness of the proposed design, planning, and control methods.
DOI: 10.57760/sciencedb.01262
title: Technology and systems of scientific big data management
title: 科学大数据管理技术与系统

description: This report was released by Prof. Zhou Yuanchun at the 27th China Computer Agricultural Applications Symposium. The report mainly analyzes the main characteristics and requirements of scientific big data, and focuses on the high-throughput scientific big data pipeline technology and system, the fusion management technology and system of large-scale multivariate and heterogeneous scientific data, the big data management and processing in supporting disciplines, scientific data publishing & sharing and other practices. Finally, this report discusses the future development from the following aspects：open sharing and data security, independence and leadership of scientific data software, and it supports for scientific research innovation under the new paradigm.
description: This report was released by Prof. Zhou Yuanchun at the 27th China Computer Agricultural Applications Symposium. The report mainly analyzes the main characteristics and requirements of scientific big data, and focuses on the high-throughput scientific big data pipeline technology and system, the fusion management technology and system of large-scale multivariate and heterogeneous scientific data, the big data management and processing in supporting disciplines, scientific data publishing & sharing and other practices. Finally, this report discusses the future development from the following aspects：open sharing and data security, independence and leadership of scientific data software, and it supports for scientific research innovation under the new paradigm.
DOI: 10.57760/sciencedb.01271
title: Sequencing data of intestinal flora
title: Sequencing data of intestinal flora

description: 16S rRNA sequencing was used to detect intestinal flora. Paired end-PE (PE) reads obtained by Hiseq/Miseq sequencing were splitted into a sequence, and the target sequence was quality-controlled and filtered. The filtered sequences were compared with the reference database, and the chimeric sequences were removed to obtain the final optimized sequence.
description: 16S rRNA sequencing was used to detect intestinal flora. Paired end-PE (PE) reads obtained by Hiseq/Miseq sequencing were splitted into a sequence, and the target sequence was quality-controlled and filtered. The filtered sequences were compared with the reference database, and the chimeric sequences were removed to obtain the final optimized sequence.
DOI: 10.57760/sciencedb.01322
title: MIMIC-IV patients data
title: MIMIC-IV patients data

description: Our data were extracted from MIMIC-IV which contains the detail information of 674 ICU patients with end stage renal desease. These data included RDW, hemoglobin, age, gender, the status of renal replacement therapy, severity scores, comorbidities, admission time, discharge time, icu_intime, icu_outtime, and date of death.
description: Our data were extracted from MIMIC-IV which contains the detail information of 674 ICU patients with end stage renal desease. These data included RDW, hemoglobin, age, gender, the status of renal replacement therapy, severity scores, comorbidities, admission time, discharge time, icu_intime, icu_outtime, and date of death.
DOI: 10.57760/sciencedb.01224
title: 45 complete plastome sequences of 44 Musaceae species/subspecies and other supporting data/files.
title: 45 complete plastome sequences of 44 Musaceae species/subspecies and other supporting data/files.

description: We successfully assembled and annotated 45 complete plastomes of Musaceae species/subspecies, representing four Ensete species (four individuals) and 40 Musa species/subspecies (41 individuals). The plastomes, plastome alignments, phylogeny and other data that support the findings of this study are deposited here.
description: We successfully assembled and annotated 45 complete plastomes of Musaceae species/subspecies, representing four Ensete species (four individuals) and 40 Musa species/subspecies (41 individuals). The plastomes, plastome alignments, phylogeny and other data that support the findings of this study are deposited here.
DOI: 10.57760/sciencedb.01335
title: The Plantorgan hunter dataset
title: The Plantorgan hunter dataset

description: The dataset contains 673 images of rice leaf cells. The organelles in the cell image such as chloroplasts, mitochondria, vacuoles and nuclei are marked as standard data sets by labelme software. The data output by Labelme software is saved in the jsons folder.The original image format is tif format, saved in the before folder. We process it into a smaller jpg format image to speed up the running speed.The image resolution is 4800*3730.The png format is the mask of the image, which mainly includes the masks of four types of organelles.
description: The dataset contains 673 images of rice leaf cells. The organelles in the cell image such as chloroplasts, mitochondria, vacuoles and nuclei are marked as standard data sets by labelme software. The data output by Labelme software is saved in the jsons folder.The original image format is tif format, saved in the before folder. We process it into a smaller jpg format image to speed up the running speed.The image resolution is 4800*3730.The png format is the mask of the image, which mainly includes the masks of four types of organelles.
DOI: 10.57760/sciencedb.01338
title: The complete chloroplast genome of the medicinal plant Lysimachia mauritiana Lam.
title: The complete chloroplast genome of the medicinal plant Lysimachia mauritiana Lam.

description: Figure 1. A maximum-likelihood tree using 15 cp genomes from Primulaceae, including a cp genome of Lysimachia mauritiana determined in this study and an outgroup taxon (Myrsine stolonifera). The numbers near the nodes indicate bootstrap values.
description: Figure 1. A maximum-likelihood tree using 15 cp genomes from Primulaceae, including a cp genome of Lysimachia mauritiana determined in this study and an outgroup taxon (Myrsine stolonifera). The numbers near the nodes indicate bootstrap values.
DOI: 10.57760/sciencedb.01185
title: A dataset of Microbial Response to Phytostabilization in Mining Impacted Soils Using Maize in Conjunction with Biochar and Compost
title: A dataset of Microbial Response to Phytostabilization in Mining Impacted Soils Using Maize in Conjunction with Biochar and Compost

description: This dataset includes excel spreadsheets detailing phospholipid fatty acid and enzyme activity data. This experiment is a small subset of a larger experiment conducted by Sigua et al. (2019, Environments (MDPI), 6, 69). Treatments were biochars derived from beef cattle manure and poultry litter feedstocks. Compost was unpyrolyzed beef cattle manure.
description: This dataset includes excel spreadsheets detailing phospholipid fatty acid and enzyme activity data. This experiment is a small subset of a larger experiment conducted by Sigua et al. (2019, Environments (MDPI), 6, 69). Treatments were biochars derived from beef cattle manure and poultry litter feedstocks. Compost was unpyrolyzed beef cattle manure.
DOI: 10.57760/sciencedb.01199
title: NPU-FER: A web image dataset for facial expression recognition
title: NPU-FER: A web image dataset for facial expression recognition

description: This dataset for natural facial expression recognition was constructed by leveraging the web images. An amount of labeled web images were obtained from the image search engines by using specific keywords. The algorithms of junk image cleansing were then utilized to remove the mislabeled images and further cleaned by the manual labeling. At last , totally 1648 images for six categories of facial expressions were collected, which have unbalanced number and different resolution images for each category.
description: This dataset for natural facial expression recognition was constructed by leveraging the web images. An amount of labeled web images were obtained from the image search engines by using specific keywords. The algorithms of junk image cleansing were then utilized to remove the mislabeled images and further cleaned by the manual labeling. At last , totally 1648 images for six categories of facial expressions were collected, which have unbalanced number and different resolution images for each category.
DOI: 10.57760/sciencedb.01225
title: Plastome of Musaceae family
title: Plastome of Musaceae family

description: The full length sequence of plastome for 45 Musaceae species
description: The full length sequence of plastome for 45 Musaceae species
DOI: 10.57760/sciencedb.01241
title: Data for "Development and evaluation of aesthetic comptence scale"
title: Data for "Development and evaluation of aesthetic comptence scale"

description: about the EFA and CFA data for aesthetic comptence scale.
description: about the EFA and CFA data for aesthetic comptence scale.
DOI: 10.57760/sciencedb.01254
title: Construction costs of houses Czech Republic 2020
title: Construction costs of houses Czech Republic 2020

description: The database compiled of investment costs of houses completed by suppliers. Only unified houses are considered (standardised for repetition). Houses based on individual design are not included in the database.The database was compiled in the period from February to April 2020 and in the end, bids from 38 suppliers were considered. Only complete bids, including information. Also, the price of the project was considered to keep comparable bids, due to more than 48.6% of bids containing cost for the projects as well. All bids were available on the websites of house suppliers and included completed houses. The bids were not affected by location, and contained transportation and groundwork costs. Easy available terrain and good soil extractability was assumed for all houses, thus conditions of all bids can be considered comparable.
description: The database compiled of investment costs of houses completed by suppliers. Only unified houses are considered (standardised for repetition). Houses based on individual design are not included in the database.The database was compiled in the period from February to April 2020 and in the end, bids from 38 suppliers were considered. Only complete bids, including information. Also, the price of the project was considered to keep comparable bids, due to more than 48.6% of bids containing cost for the projects as well. All bids were available on the websites of house suppliers and included completed houses. The bids were not affected by location, and contained transportation and groundwork costs. Easy available terrain and good soil extractability was assumed for all houses, thus conditions of all bids can be considered comparable.
DOI: 10.57760/sciencedb.01275
title: Raw Data for the article "MYB bi-allelic targeting abrogates primitive clonogenic progenitors while the emergence of primitive blood cells is not affected"
title: Raw Data for the article "MYB bi-allelic targeting abrogates primitive clonogenic progenitors while the emergence of primitive blood cells is not affected"

description: MYB is a key regulator of definitive hematopoiesis and it is dispensable for the development of primitive hematopoietic cells in vertebrates. To delineate definitive versus primitive hematopoiesis during the differentiation of human embryonic stem cells, we have introduced reporters into the MYB locus and inactivated the gene by bi-allelic targeting. The mutant and wild type human embryonic stem cell lines were differentiated in defined culture conditions without the addition of hematopoietic cytokines to recapitulate the early developmental events more adequately. The differentiation of the reporter cell lines demonstrated that MYB is specifically expressed throughout emerging hematopoietic cell populations. Here we show that the disruption of the MYB gene leads to severe defects in the development and proliferation of primitive hematopoietic progenitors while the emergence of primitive blood cells is not affected. We also provide evidence that MYB is essential for neutrophil and T cell development and the upregulation of innate immunity genes during hematopoietic differentiation. Our results suggest that the endothelial origin of primitive blood cells is direct and does not include the intermediate step of primitive hematopoietic progenitors
description: MYB is a key regulator of definitive hematopoiesis and it is dispensable for the development of primitive hematopoietic cells in vertebrates. To delineate definitive versus primitive hematopoiesis during the differentiation of human embryonic stem cells, we have introduced reporters into the MYB locus and inactivated the gene by bi-allelic targeting. The mutant and wild type human embryonic stem cell lines were differentiated in defined culture conditions without the addition of hematopoietic cytokines to recapitulate the early developmental events more adequately. The differentiation of the reporter cell lines demonstrated that MYB is specifically expressed throughout emerging hematopoietic cell populations. Here we show that the disruption of the MYB gene leads to severe defects in the development and proliferation of primitive hematopoietic progenitors while the emergence of primitive blood cells is not affected. We also provide evidence that MYB is essential for neutrophil and T cell development and the upregulation of innate immunity genes during hematopoietic differentiation. Our results suggest that the endothelial origin of primitive blood cells is direct and does not include the intermediate step of primitive hematopoietic progenitors
DOI: 10.57760/sciencedb.01284
title: Dataset of Material Basis and Mechanism of HaiZaoYuHu Decoction for Thyroid Nodules Treatment Based on Network Pharmacology and Molecular Docking Technology
title: Dataset of Material Basis and Mechanism of HaiZaoYuHu Decoction for Thyroid Nodules Treatment Based on Network Pharmacology and Molecular Docking Technology

description: This data set is the data generated in the process of using network pharmacology and molecular docking technology to study the treatment of thyroid nodules with Seaweed Yuhu Decoction.This data set contains all the data generated during the research process, such as the effective components, action targets, disease-related targets of thyroid nodules, PPI network analysis results, GO, KEGG enrichment analysis results, and molecular docking results.
description: This data set is the data generated in the process of using network pharmacology and molecular docking technology to study the treatment of thyroid nodules with Seaweed Yuhu Decoction.This data set contains all the data generated during the research process, such as the effective components, action targets, disease-related targets of thyroid nodules, PPI network analysis results, GO, KEGG enrichment analysis results, and molecular docking results.