cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.ecodb.00105
title: A dataset of carbon, water and heat fluxes of coniferous plantation from 2011 to 2015 in Qianyanzhou
title: 2011-2015年千烟洲人工针叶林碳水通量观测数据集

description: The dataset include net ecosystem exchange（NEE）, ecosystem respiration(Re), total ecosystem exchange (GEE), latent heat flux (LE), sensible heat flux (Hs), air temperature (Ta), relative air humidity（RH）, vapor pressure (VPD), soil temperature (Ts), soil moisture(SW), soil heat flux (G) ,net radiation (Rn), photosynthetically active radiation(PPFD), and precipitation (Rain), etc. All data set are categorized as half hour, day, month, and year data set based on different time scale, respectively. 
description: The dataset include net ecosystem exchange（NEE）, ecosystem respiration(Re), total ecosystem exchange (GEE), latent heat flux (LE), sensible heat flux (Hs), air temperature (Ta), relative air humidity（RH）, vapor pressure (VPD), soil temperature (Ts), soil moisture(SW), soil heat flux (G) ,net radiation (Rn), photosynthetically active radiation(PPFD), and precipitation (Rain), etc. All data set are categorized as half hour, day, month, and year data set based on different time scale, respectively.
DOI: 10.57760/sciencedb.09825
title: A soil temperature dataset based on random forest (RFST) in the Three River Source Region
title: A soil temperature dataset based on random forest (RFST) in the Three River Source Region

description: The dataset contains soil temperature data at 9 layers (0-320cm) in the Three RIver Source Region and its surrounding area (89°24′N to 103°30′ E and 31° to 37°12′N ), with a time span from 1982 to 2015. The temporal resolution is monthly average, and the spatial resolution is 0.01°✖0.01°.
description: The dataset contains soil temperature data at 9 layers (0-320cm) in the Three RIver Source Region and its surrounding area (89°24′N to 103°30′ E and 31° to 37°12′N ), with a time span from 1982 to 2015. The temporal resolution is monthly average, and the spatial resolution is 0.01°✖0.01°.
DOI: 10.15468/dl.8zp424
title: Occurrence Download

description: A dataset listing the 165 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.80566 40.92996,-2.43913 40.92996,-2.43913 41.17155,-2.80566 41.17155,-2.80566 40.92996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poaceae"
 ]
}

 The dataset's 165 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001397-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.14419
title: Electrophysiology of ZAC and their mutants
title: Electrophysiology of ZAC and their mutants

description: Numeric data for the current traces for OlZAC and its mutants
description: Numeric data for the current traces for OlZAC and its mutants
DOI: 10.15468/dl.b4qrbh
title: Occurrence Download

description: A dataset containing 81553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Machine Observation, Observation, Material sample, Material citation, Occurrence evidence)",
 "Geometry POLYGON((-96.92867 40.37198,-89.79995 40.37198,-89.79995 44.03982,-96.92867 44.03982,-96.92867 40.37198))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidoptera",
 "Year 2000-2025"
 ]
}

 The dataset includes 81553 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001392-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.11640
title: Chinese Social Evaluative Word List
title: 社会评估中文词库

description: We recruited a large sample (n = 1270, 50% female) from seven regions in China to rate 1908 words on these five social evaluation dimensions and valence. Based on these ratings, we selected words that were unambiguously rated as belonging to one of five dimensions. The final word list has 1040 words, including 245 appearance words (143 positive, 11 neutral, 91 negative), 108 socioeconomic status words (36 positive, 2 neutral, 70 negative), 93 sociability words (53 positive, 5 neutral, 35 negative), 261 competence words (185 positive, 4 neutral, 72 negative), and 333 morality words (149 positive, 1 neutral, 183 negative).
description: We recruited a large sample (n = 1270, 50% female) from seven regions in China to rate 1908 words on these five social evaluation dimensions and valence. Based on these ratings, we selected words that were unambiguously rated as belonging to one of five dimensions. The final word list has 1040 words, including 245 appearance words (143 positive, 11 neutral, 91 negative), 108 socioeconomic status words (36 positive, 2 neutral, 70 negative), 93 sociability words (53 positive, 5 neutral, 35 negative), 261 competence words (185 positive, 4 neutral, 72 negative), and 333 morality words (149 positive, 1 neutral, 183 negative).
DOI: 10.57760/sciencedb.12561
title: A dataset of students' scores from course learning assessment in a university in China
title: A dataset of students' scores from course learning assessment in a university in China

description: The data in these files are original scores from assessing students' learning of specialized courses (Power System Analysis and Power System Protective Relaying) from 2011 to 2022 in electrical engineering which the first author lectured in. These scores have been officially approved and consist of the results from the assessment of students’ learning processes, from their final and make-up examinations, and from the assessment of their practical ability.
description: The data in these files are original scores from assessing students' learning of specialized courses (Power System Analysis and Power System Protective Relaying) from 2011 to 2022 in electrical engineering which the first author lectured in. These scores have been officially approved and consist of the results from the assessment of students’ learning processes, from their final and make-up examinations, and from the assessment of their practical ability.
DOI: 10.57760/sciencedb.12899
title: Blocking virus infection with BacMam virus delivery bovine interferon-α gene（raw data）
title: Blocking virus infection with BacMam virus delivery bovine interferon-α gene（raw data）

description: Interferon-αs (IFN-αs) are crucial cytokines for inducing protective antiviral responses. The baculovirus-mediated gene transduction of mammalian cells (BacMam) is an efficient delivery tool for recombinant protein expression in mammalian cells. This study focuses on the delivery of bovine IFN-α (BoIFNα) using the BacMam system. A recombinant pACEMam1-BoIFNα bacmid was constructed, and a recombinant BacMam-BoIFNα virus was obtained. After transducing HEK293T cells with this virus, BoIFNα protein was successfully secreted into the cell supernatant, displaying antiviral activities against VSV, BPIV3, BEV, and BVDV in bovine-derived cells. Additionally, the BacMam-BoIFNα virus inhibited the replication of these viruses in MDBK cells, induced the transcription of ISGs, and the expression of Mx1 in both MDBK and BT cells. These induction effects were significantly reduced following treatment with a JAK1 inhibitor, suggesting that the BacMam-BoIFNα virus exerts antiviral activity in MDBK cells through JAK-STAT signaling pathway. Furthermore, the study found that the BacMam-BoIFNα virus significantly inhibited the replication of BPIV3 in the lung and trachea of mice. Overall, this study demonstrates that the BacMam-BoIFNα virus have antivirus activities both in vitro and in vivo, signaling through JAK-STAT pathway, and provides an efficient interferon gene delivery tool for combating bovine viral infections.
description: Interferon-αs (IFN-αs) are crucial cytokines for inducing protective antiviral responses. The baculovirus-mediated gene transduction of mammalian cells (BacMam) is an efficient delivery tool for recombinant protein expression in mammalian cells. This study focuses on the delivery of bovine IFN-α (BoIFNα) using the BacMam system. A recombinant pACEMam1-BoIFNα bacmid was constructed, and a recombinant BacMam-BoIFNα virus was obtained. After transducing HEK293T cells with this virus, BoIFNα protein was successfully secreted into the cell supernatant, displaying antiviral activities against VSV, BPIV3, BEV, and BVDV in bovine-derived cells. Additionally, the BacMam-BoIFNα virus inhibited the replication of these viruses in MDBK cells, induced the transcription of ISGs, and the expression of Mx1 in both MDBK and BT cells. These induction effects were significantly reduced following treatment with a JAK1 inhibitor, suggesting that the BacMam-BoIFNα virus exerts antiviral activity in MDBK cells through JAK-STAT signaling pathway. Furthermore, the study found that the BacMam-BoIFNα virus significantly inhibited the replication of BPIV3 in the lung and trachea of mice. Overall, this study demonstrates that the BacMam-BoIFNα virus have antivirus activities both in vitro and in vivo, signaling through JAK-STAT pathway, and provides an efficient interferon gene delivery tool for combating bovine viral infections.
DOI: 10.57760/sciencedb.14666
title: A dataset on the diversity and geographical distributions of wild Magnoliaceae in China
title: 中国野生木兰科物种多样性与地理分布数据集

description: The dataset consists of three data files, of which (1) Metadata1.zip is the metadata of geographic distribution information of wild magnolias in China, with a data volume of 6,277 entries; (2) Diversity Data2.zip is the data set of diversity data of wild magnolias in China, with a data volume of 157 entries; and (3) Reference Data3.zip is the data of the reference list of wild magnolias in China, with a data volume of 238 entries. with a data volume of 238 articles.
description: The dataset consists of three data files, of which (1) Metadata1.zip is the metadata of geographic distribution information of wild magnolias in China, with a data volume of 6,277 entries; (2) Diversity Data2.zip is the data set of diversity data of wild magnolias in China, with a data volume of 157 entries; and (3) Reference Data3.zip is the data of the reference list of wild magnolias in China, with a data volume of 238 entries. with a data volume of 238 articles.
DOI: 10.57760/sciencedb.11444
title: Data set on radiation and soil heat fluxes of Agroecosystems in the hilly area of central Sichuan Province (2005–2021)
title: 川中丘陵区农田生态系统太阳辐射及土壤热通量数据集（2005–2021年）

description: The dataset consists of 2 data files, (1) daily hourly solar radiation, soil heat flux and their cumulative values at the automatic stations from 2004 to 2021, with a data volume of 32,461 KB. (2) daily total solar radiation, soil heat flux shot at the automatic stations and their cumulative values (including hours of sunshine)  from 2004 to 2021, with a data volume of 507 KB.The observational indexes include there are total radiation, reflected radiation, UV radiation, net radiation, photosynthetically active radiation, soil heat flux values and insolation.The data includehourly values and their cumulative values, daily values and their cumulative values.
description: The dataset consists of 2 data files, (1) daily hourly solar radiation, soil heat flux and their cumulative values at the automatic stations from 2004 to 2021, with a data volume of 32,461 KB. (2) daily total solar radiation, soil heat flux shot at the automatic stations and their cumulative values (including hours of sunshine)  from 2004 to 2021, with a data volume of 507 KB.The observational indexes include there are total radiation, reflected radiation, UV radiation, net radiation, photosynthetically active radiation, soil heat flux values and insolation.The data includehourly values and their cumulative values, daily values and their cumulative values.
DOI: 10.57760/sciencedb.11471
title: Organic proxies (TOC, TN, δ13C, δ15N), sediment texture, aluminous clay and reactive iron (Fed) data from the Ganges-Brahmaputra river system, Bengal Basin, Bangladesh
title: Organic proxies (TOC, TN, δ13C, δ15N), sediment texture, aluminous clay and reactive iron (Fed) data from the Ganges-Brahmaputra river system, Bengal Basin, Bangladesh

description: This dataset presents various organic proxies from bulk sediments of the Ganges-Brahmaputra river system, including Total Organic Carbon (TOC-bulk), Total Nitrogen (TN-bulk), and stable isotopes (δ13C-bulk, δ15N-bulk). It also includes laser grain-type data, along with measurements for different organic matter fractions. These fractions, namely the free light fraction (fLF), occluded light fraction (oLF), and heavy fraction (HF), are represented by TOC and their corresponding stable isotopes (δ13C) as TOC-fLF, TOC-oLF, TOC-HF, δ13C-fLF, δ13C-oLF, and δ13C-HF, respectively. Additionally, the dataset features mineral associations, such as aluminous clays and reactive iron (Fed).
description: This dataset presents various organic proxies from bulk sediments of the Ganges-Brahmaputra river system, including Total Organic Carbon (TOC-bulk), Total Nitrogen (TN-bulk), and stable isotopes (δ13C-bulk, δ15N-bulk). It also includes laser grain-type data, along with measurements for different organic matter fractions. These fractions, namely the free light fraction (fLF), occluded light fraction (oLF), and heavy fraction (HF), are represented by TOC and their corresponding stable isotopes (δ13C) as TOC-fLF, TOC-oLF, TOC-HF, δ13C-fLF, δ13C-oLF, and δ13C-HF, respectively. Additionally, the dataset features mineral associations, such as aluminous clays and reactive iron (Fed).
DOI: 10.57760/sciencedb.j00001.00933
title: A dataset of the bird species list in Changdao National Nature Reserve of Shandong Province from 1984 to 2023
title: 1984-2023年山东长岛国家级自然保护区鸟类名录数据集

description: Birds are important functional groups in ecosystems and indicator species in biodiversity monitoring. The Shandong Changdao National Nature Reserve is characterized as the unique geographical conditions with a series of sea islands, which mainly protect migratory raptors, seabirds and their habitats. In this paper, based on the multi-source data including the bird banding data from 1984 to 2022, bird surveys in 2022 and 2023, local bird watching records and relevant literatures, we sorted out a dataset of bird species list for Changdao National Nature Reserve of Shandong Province. The dataset was reviewed and confirmed by the domestic ornithologists, including 372 bird species, 193 genus, 71 families and 21 bird orders. The dataset was composed of 18 sets of information for each bird species, such as the species Chinese name, the species Latin name, Genus Latin name, family Chinese name, family Latin name, order Chinese name, order Latin name, ecological types, residency types, protection class of China and Shandong Province, IUCN Red List, China Biodiversity Red List, CITES, data sources, frequency of occurrence, fauna and habitat types. Through comprehensive survey and monitoring of bird species in Changdao National Nature Reserve, the dataset provides data support for the research on the spatial-temporal pattern of biodiversity, the collaborative conservation of bird populations, and the establishment of national park in Changdao.
description: Birds are important functional groups in ecosystems and indicator species in biodiversity monitoring. The Shandong Changdao National Nature Reserve is characterized as the unique geographical conditions with a series of sea islands, which mainly protect migratory raptors, seabirds and their habitats. In this paper, based on the multi-source data including the bird banding data from 1984 to 2022, bird surveys in 2022 and 2023, local bird watching records and relevant literatures, we sorted out a dataset of bird species list for Changdao National Nature Reserve of Shandong Province. The dataset was reviewed and confirmed by the domestic ornithologists, including 372 bird species, 193 genus, 71 families and 21 bird orders. The dataset was composed of 18 sets of information for each bird species, such as the species Chinese name, the species Latin name, Genus Latin name, family Chinese name, family Latin name, order Chinese name, order Latin name, ecological types, residency types, protection class of China and Shandong Province, IUCN Red List, China Biodiversity Red List, CITES, data sources, frequency of occurrence, fauna and habitat types. Through comprehensive survey and monitoring of bird species in Changdao National Nature Reserve, the dataset provides data support for the research on the spatial-temporal pattern of biodiversity, the collaborative conservation of bird populations, and the establishment of national park in Changdao.
DOI: 10.57760/sciencedb.space.01291
title: Statistical eastward planetary waves
title: Statistical eastward planetary waves

description: This data is a result of the MERRA-2 data analysis, which included the fluctuations of the eastward planetary wave in the southern polar region from 2002 to 2022 to study the dynamics of the eastward planetary wave.
description: This data is a result of the MERRA-2 data analysis, which included the fluctuations of the eastward planetary wave in the southern polar region from 2002 to 2022 to study the dynamics of the eastward planetary wave.
DOI: 10.57760/sciencedb.ecodb.00114
title: The list of rare and endangered vascular plants in Chinese Ecosystem Research Network (CERN)
title: 中国生态系统研究网络珍稀濒危维管植物名录数据集

description: The list of rare and endangered plants in Chinese Ecosystem Research Network (CERN) contains 188 rare and endangered vascular plants distributed in 14 ecological field stations, including the species Chinese name, species name, family Chinese name, family name, genus Chinese name, genus name, protection level in List of National Key Protected Wild Plants, status in Red list of China’s Biodiversity, category in IUCN Red List, CITES appendices, economic uses and distribution of 188 rare and endangered vascular plants.
description: The list of rare and endangered plants in Chinese Ecosystem Research Network (CERN) contains 188 rare and endangered vascular plants distributed in 14 ecological field stations, including the species Chinese name, species name, family Chinese name, family name, genus Chinese name, genus name, protection level in List of National Key Protected Wild Plants, status in Red list of China’s Biodiversity, category in IUCN Red List, CITES appendices, economic uses and distribution of 188 rare and endangered vascular plants.
DOI: 10.57760/sciencedb.08801
title: Single-cell reconstruction of developmental trajectories across amphioxus embryogenesis reveals neural system regionalization along the anterior-posterior axis
title: Single-cell reconstruction of developmental trajectories across amphioxus embryogenesis reveals neural system regionalization along the anterior-posterior axis

description: Amphioxus is an invertebrate chordate that is phylogenetically well positioned for advancing our understanding of vertebrate evolution. Here we report the development of single-cell RNA-sequencing (scRNA-seq) data from seven amphioxus embryo stages from the blastula to late neurula stages. We also deployed scRNA-seq in an experimental framework to compare Brachyury double knock-out and wild type embryos. This demonstrated that Brachyury is essential for balancing posterior neural and mesodermal cell fate decisions and we provide evidence for the presence of neuromesodermal progenitor cells in amphioxus. We suggest that the evolution of these in a stem chordate led to a dramatic shift in posterior neural and mesodermal cell fate decisions and the body elongation that is part of the chordate body plan.
description: Amphioxus is an invertebrate chordate that is phylogenetically well positioned for advancing our understanding of vertebrate evolution. Here we report the development of single-cell RNA-sequencing (scRNA-seq) data from seven amphioxus embryo stages from the blastula to late neurula stages. We also deployed scRNA-seq in an experimental framework to compare Brachyury double knock-out and wild type embryos. This demonstrated that Brachyury is essential for balancing posterior neural and mesodermal cell fate decisions and we provide evidence for the presence of neuromesodermal progenitor cells in amphioxus. We suggest that the evolution of these in a stem chordate led to a dramatic shift in posterior neural and mesodermal cell fate decisions and the body elongation that is part of the chordate body plan.
DOI: 10.57760/sciencedb.14315
title: Raw XPS data & DFT output
title: Raw XPS data & DFT output

description: The raw XPS data, corresponding to Fig. 1(a), Fig. 2(a), Fig. 2(b), and Fig. 3(a), are involved in .csv files. A C 1s spectrum on a C6H12-adsorbed Cu(111) surface and Cu 3p spectra on clean Pd-Cu(111) surfaces are also uploaded, which were used as references for coverage estimation of HCOOH and Pd.The results of DFT calculations (including total energy, geometry, Mulliken charge population, and so on) are involved in .out files. The beginning part of those files are identical to corresponding input files.
description: The raw XPS data, corresponding to Fig. 1(a), Fig. 2(a), Fig. 2(b), and Fig. 3(a), are involved in .csv files. A C 1s spectrum on a C6H12-adsorbed Cu(111) surface and Cu 3p spectra on clean Pd-Cu(111) surfaces are also uploaded, which were used as references for coverage estimation of HCOOH and Pd.The results of DFT calculations (including total energy, geometry, Mulliken charge population, and so on) are involved in .out files. The beginning part of those files are identical to corresponding input files.
DOI: 10.57760/sciencedb.14937
title: Kaiwu Dataset
title: Kaiwu Dataset

description: The dataset first provides an integration of human, environment and robot data collection framework with 20 subjects and 30 interaction objects resulting in totally 11,664 instances of integrated actions. For each of the demonstration, hand motions, operation pressures, sounds of the assembling process, multi-view videos, high-precision motion capture information, eye gaze with first-person videos, electromyography signals are all recorded. Fine-grained multi-level annotation based on absolute timestamp, and semantic segmentation labelling are performed. Kaiwu dataset aims to facilitate robot learning, dexterous manipulation, human intention investigation and human-robot collaboration research. 
description: The dataset first provides an integration of human, environment and robot data collection framework with 20 subjects and 30 interaction objects resulting in totally 11,664 instances of integrated actions. For each of the demonstration, hand motions, operation pressures, sounds of the assembling process, multi-view videos, high-precision motion capture information, eye gaze with first-person videos, electromyography signals are all recorded. Fine-grained multi-level annotation based on absolute timestamp, and semantic segmentation labelling are performed. Kaiwu dataset aims to facilitate robot learning, dexterous manipulation, human intention investigation and human-robot collaboration research.