cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.13867
title: Cao et al. (2023) topography roughness of Orientale light plains
title: Cao et al. (2023) topography roughness of Orientale light plains

description: Based data for manuscript titled "Emplacement mechanism of light plains on the Moon: Insight from topography roughness"
description: Based data for manuscript titled "Emplacement mechanism of light plains on the Moon: Insight from topography roughness"
DOI: 10.57760/sciencedb.09919
title: coal-fracture seepage data
title: coal-fracture seepage data

description: 在4.5 MPa有效围压下，不同处理时间不同流体的流量比随压力梯度的变化。
description: 在4.5 MPa有效围压下，不同处理时间不同流体的流量比随压力梯度的变化。
DOI: 10.57760/sciencedb.11042
title: A dataset of monthly litter recovery from desert grassland in southern Tarim Basin during 2010-2020
title: 2010-2020年塔里木盆地南部荒漠草地凋落物回收量月动态数据集

description: Cele National Field Science Observation and Research Station of Desert Grassland Ecosystem of Xinjiang (Cele Station), Chinese Academy of Science, is located in the southern margin of Tarim Basin, south by Kunlun Mountains, north by the largest Taklimakan desert in our country. With the characteristics of simple vegetation community and slow accumulation of soil organic matter, litter is an important source of nutrients in this area. Based on the long-term observation of desert plant communities in Cele station, we collected the monthly dynamic data of litter recovery in desert grassland from the southern Tarim Basin during 2010 to 2020. By grouping plant organs (branches, leaves, and fruits), the monthly dynamic data of litter recovery in the observation site and plot were sorted out, and the annual changes of community and soil nutrients were recorded. Data were generated in strict accordance with CERN bio-observation specifications. Data review and quality control were completed by the quality control personnel of the station and sub-center. Our results would provide basic data for further study of litter dynamics in desert grassland from southern Tarim Basin, and theoretical support for understanding and assessing nutrient cycling in hyper–arid desert ecosystems.
description: Cele National Field Science Observation and Research Station of Desert Grassland Ecosystem of Xinjiang (Cele Station), Chinese Academy of Science, is located in the southern margin of Tarim Basin, south by Kunlun Mountains, north by the largest Taklimakan desert in our country. With the characteristics of simple vegetation community and slow accumulation of soil organic matter, litter is an important source of nutrients in this area. Based on the long-term observation of desert plant communities in Cele station, we collected the monthly dynamic data of litter recovery in desert grassland from the southern Tarim Basin during 2010 to 2020. By grouping plant organs (branches, leaves, and fruits), the monthly dynamic data of litter recovery in the observation site and plot were sorted out, and the annual changes of community and soil nutrients were recorded. Data were generated in strict accordance with CERN bio-observation specifications. Data review and quality control were completed by the quality control personnel of the station and sub-center. Our results would provide basic data for further study of litter dynamics in desert grassland from southern Tarim Basin, and theoretical support for understanding and assessing nutrient cycling in hyper–arid desert ecosystems.
DOI: 10.57760/sciencedb.10215
title: RNAi screening of 65 potential genes of Src64B during cellularization in Drosophila embryos
title: RNAi screening of 65 potential genes of Src64B during cellularization in Drosophila embryos

description: Table 1 Screening 65 target genes of Sr64B-like phenotype by RNAi
description: Table 1 Screening 65 target genes of Sr64B-like phenotype by RNAi
DOI: 10.57760/sciencedb.13798
title: Geometric transformation adaptive optics (GTAO) for volumetric deep brain imaging through gradient-index lenses
title: Geometric transformation adaptive optics (GTAO) for volumetric deep brain imaging through gradient-index lenses

description: Source data for paper "Geometric transformation adaptive optics (GTAO) for volumetric deep brain imaging through gradient-index lenses'.
description: Source data for paper "Geometric transformation adaptive optics (GTAO) for volumetric deep brain imaging through gradient-index lenses'.
DOI: 10.57760/sciencedb.13951
title: TFLN Modulator Using Photolithography Assisted Chemo-Mechanical Etching (PLACE)
title: TFLN Modulator Using Photolithography Assisted Chemo-Mechanical Etching (PLACE)

description: This dataset contains various data of lithium niobate electro-optic modulators, including schematic diagrams, numerical simulation results, test data, and fitting processing of the data.
description: This dataset contains various data of lithium niobate electro-optic modulators, including schematic diagrams, numerical simulation results, test data, and fitting processing of the data.
DOI: 10.57760/sciencedb.08711
title: Puerarin affects 1H-MRS quantified hepatic fat content in pups of rats with intrauterine growth restriction
title: Puerarin affects 1H-MRS quantified hepatic fat content in pups of rats with intrauterine growth restriction

description: Comparisons of the body length, waist circumference ,the weight, Body Mass Index,hepatic fat content
description: Comparisons of the body length, waist circumference ,the weight, Body Mass Index,hepatic fat content
DOI: 10.57760/sciencedb.13578
title: Mercury concentration and isotope data of fumarole gas and hot spring water in Rehai and Dagejia geothermal foelds
title: Mercury concentration and isotope data of fumarole gas and hot spring water in Rehai and Dagejia geothermal foelds

description: This dataset presents mercury concentrations and isotopic compositions in fumarole gases and hot spring water samples from two geothermal fields in China (Rehai and Dagejia), and the temperature and pH value of hot spring water were also measured.Device photographs show mercury isotope enrichment processes in water and vent gases, and precipitation collection processes.
description: This dataset presents mercury concentrations and isotopic compositions in fumarole gases and hot spring water samples from two geothermal fields in China (Rehai and Dagejia), and the temperature and pH value of hot spring water were also measured.Device photographs show mercury isotope enrichment processes in water and vent gases, and precipitation collection processes.
DOI: 10.57760/sciencedb.j00186.00352
title: Neutron transmission spectra of imitated lunar soil and underwater relic sample
title: Neutron transmission spectra of imitated lunar soil and underwater relic sample

description: The dataset are the neutron transmission spectra of imitated lunar soil and underwater relic sample measured at China Spallation Neutron Source (CSNS) back-streaming neutron beamline (Back-n).
description: The dataset are the neutron transmission spectra of imitated lunar soil and underwater relic sample measured at China Spallation Neutron Source (CSNS) back-streaming neutron beamline (Back-n).
DOI: 10.57760/sciencedb.14254
title: SynthOutdoor
title: SynthOutdoor

description: SynthOutdoor is a dataset of computer graphics – generated images depicting an abstract outdoor scene.The dataset is composed of 39086 RGB images at a resolution of 1080 × 1920 pixels. The ground truth information about the 3D light direction and color is provided in a CSV (comma separated values). The segmentation masks and surface normals maps are also provided as RGB images in png format, at the same resolution of the images.
description: SynthOutdoor is a dataset of computer graphics – generated images depicting an abstract outdoor scene.The dataset is composed of 39086 RGB images at a resolution of 1080 × 1920 pixels. The ground truth information about the 3D light direction and color is provided in a CSV (comma separated values). The segmentation masks and surface normals maps are also provided as RGB images in png format, at the same resolution of the images.
DOI: 10.57760/sciencedb.12099
title: A dataset of 1000-seed Weight of 404 Forage Grasses in Northeast Grassland of China
title: 东北草原405种牧草籽实千粒重数据集

description: Seed size is an important life history characteristic and functional trait of plants, which is of great significance for understanding the ecological adaptation of plants and the regulation mechanism of populations and communities. a. This dataset publicly reports the data of 1000-grain weight of seeds of 404 species from 210 genera and 44 families, including Gramineae, Cyperaceae, Leguminosae etc. in Songnen Northeast Grassland. We compared the difference among different families, life forms and habitats. This dataset can provide scientific basis for the protection and utilization of wild grass germplasm resources in natural grasslands, as well as the introduction, domestication and genetic breeding of fine grasses.
description: Seed size is an important life history characteristic and functional trait of plants, which is of great significance for understanding the ecological adaptation of plants and the regulation mechanism of populations and communities. a. This dataset publicly reports the data of 1000-grain weight of seeds of 404 species from 210 genera and 44 families, including Gramineae, Cyperaceae, Leguminosae etc. in Songnen Northeast Grassland. We compared the difference among different families, life forms and habitats. This dataset can provide scientific basis for the protection and utilization of wild grass germplasm resources in natural grasslands, as well as the introduction, domestication and genetic breeding of fine grasses.
DOI: 10.57760/sciencedb.j00193.00002
title: Investigation report on the problem of plastic waste in farmland|People vs. Plastics（PP002）
title: 农田塑料垃圾问题调查报告|人民战塑PP002

description: On October 1, 2023, volunteers from the China Biodiversity Conservation and Green Development Foundation led the collection of plastic waste left in the agricultural production process on the farmland located on the bank of the Shuhe River in Shandong Province. These data were collected based on the collected plastic waste.
description: On October 1, 2023, volunteers from the China Biodiversity Conservation and Green Development Foundation led the collection of plastic waste left in the agricultural production process on the farmland located on the bank of the Shuhe River in Shandong Province. These data were collected based on the collected plastic waste.
DOI: 10.57760/sciencedb.02832
title: Ecological genome of Haima cold-seep benthic invertebrates
title: Ecological genome of Haima cold-seep benthic invertebrates

description: To understand the convergent molecular adaptation mechanism of Haima cold-seep benthic invertebrates
description: To understand the convergent molecular adaptation mechanism of Haima cold-seep benthic invertebrates
DOI: 10.57760/sciencedb.09482
title: A dataset of spatial-temporal variation of lake water storage in Qinghai Province during 2018-2022
title: 2018-2022年青海省湖泊蓄水量时空变化数据集

description: The water area derived from GF-1/6 and water level derived from ICESat-2 were adopted to build the models for monitoring spatial-temporal variation of water storage of lakes in Qinghai Province. We developed a dataset of spatial-temporal variation of lake water storage in Qinghai Province during 2018-2022 via the models. The dataset contains a total of 60 monthly storage variation of 33 lakes an area of more than 30 km2 in Qinghai Province during 2018-2022. These lakes are mainly distributed in the west, north and southeast of Qinghai Province. This data set is stored in the format of Microsoft Excel (*. xlxs), and is divided into two worksheets, named "Monthly storage capacity variation _201801_202212" and "Monthly water body area _201801_202212" from left to right, recording the statistics of monthly average water storage variation and area of 33 lakes from 2018 to 2022. Each worksheet consists of 34 rows multiplied by 63 columns, with each row representing the remote sensing monitoring results of a lake. The first three columns represent the serial number, lake code, and lake name, while the remaining columns represent the year and month of monitoring. The unit of monitoring results for storage variables is (million m3), and the unit of monitoring results for water area is (km2). 
description: The water area derived from GF-1/6 and water level derived from ICESat-2 were adopted to build the models for monitoring spatial-temporal variation of water storage of lakes in Qinghai Province. We developed a dataset of spatial-temporal variation of lake water storage in Qinghai Province during 2018-2022 via the models. The dataset contains a total of 60 monthly storage variation of 33 lakes an area of more than 30 km2 in Qinghai Province during 2018-2022. These lakes are mainly distributed in the west, north and southeast of Qinghai Province. This data set is stored in the format of Microsoft Excel (*. xlxs), and is divided into two worksheets, named "Monthly storage capacity variation _201801_202212" and "Monthly water body area _201801_202212" from left to right, recording the statistics of monthly average water storage variation and area of 33 lakes from 2018 to 2022. Each worksheet consists of 34 rows multiplied by 63 columns, with each row representing the remote sensing monitoring results of a lake. The first three columns represent the serial number, lake code, and lake name, while the remaining columns represent the year and month of monitoring. The unit of monitoring results for storage variables is (million m3), and the unit of monitoring results for water area is (km2).
DOI: 10.57760/sciencedb.14436
title: The invaded range size of the 19 world's worst terretrial vertebrates and their fixed and random factors within each jurisdiction
title: The invaded range size of the 19 world's worst terretrial vertebrates and their fixed and random factors within each jurisdiction

description: Data01: Species occurrence data for the world's worst invasive terrestrial vertebrates.Data02: Literatures used for species occurrence data and life-history traits.Data03: The invaded range size of the 19 world's worst terretrial vertebrates within each jurisdiction was calculated based on the number of 5-arctic grids occupied within each jurisdiction.Based on the invaded range for each species, we extracted the fixed and random effects for each species within each jurisdiction, respectively. Details of the data extraction and calculation have been provided in the M&M of the manuscript.
description: Data01: Species occurrence data for the world's worst invasive terrestrial vertebrates.Data02: Literatures used for species occurrence data and life-history traits.Data03: The invaded range size of the 19 world's worst terretrial vertebrates within each jurisdiction was calculated based on the number of 5-arctic grids occupied within each jurisdiction.Based on the invaded range for each species, we extracted the fixed and random effects for each species within each jurisdiction, respectively. Details of the data extraction and calculation have been provided in the M&M of the manuscript.
DOI: 10.57760/sciencedb.14507
title: Network attack and defense knowledge graph to build a dataset
title: 网络攻防知识图谱构建数据集

description: The open source threat intelligence dataset is sourced from the CWE, CVE, CPE, and CAPEC open source datasets. The specific usage method is consistent with the above open-source datasets, used to support the construction of open-source intelligence knowledge graphs and related research. 
description: The open source threat intelligence dataset is sourced from the CWE, CVE, CPE, and CAPEC open source datasets. The specific usage method is consistent with the above open-source datasets, used to support the construction of open-source intelligence knowledge graphs and related research.
DOI: 10.57760/sciencedb.o00119.00082
title: A dataset of community composition of plant life forms, growth forms and ecotypes on Dongting Lake beach (2011–2015)
title: 2010-2015年洞庭湖洲滩群落植物生态型、生活型和生长型组成数据集

description: The data set consists of 4 tables, which are " Life-form and Growth-form Composition of Beach Plant Community" table, " Ecotype of Beach Plant Community" table, "Plot Information" table and "Plot Management Record" table. The table of" Life-form and Growth-form Composition of Beach Plant Community" table and " Ecotype of Beach Plant Community" recorded life-form composition, growth-form composition and ecotype composition of three typical wetland plant communities (Carex sp, Miscanthus lutarioriparius and Polygonum hydropiper) in the long-term monitoring sample plots of Dongting Lake Station, contained 8 fields, which includes species name, Latin name, life-form, growth form, ecotype according to light intensity, ecotype according to water requirement, ecotype based on soil pH and ecotype according to responses sediment burial.
description: The data set consists of 4 tables, which are " Life-form and Growth-form Composition of Beach Plant Community" table, " Ecotype of Beach Plant Community" table, "Plot Information" table and "Plot Management Record" table. The table of" Life-form and Growth-form Composition of Beach Plant Community" table and " Ecotype of Beach Plant Community" recorded life-form composition, growth-form composition and ecotype composition of three typical wetland plant communities (Carex sp, Miscanthus lutarioriparius and Polygonum hydropiper) in the long-term monitoring sample plots of Dongting Lake Station, contained 8 fields, which includes species name, Latin name, life-form, growth form, ecotype according to light intensity, ecotype according to water requirement, ecotype based on soil pH and ecotype according to responses sediment burial.
DOI: 10.57760/sciencedb.14578
title: Supporting data for the range expansion of the world's worst invasive terrestrial vertebrates
title: Supporting data for the range expansion of the world's worst invasive terrestrial vertebrates

description: Data01: Literatures used for species occurrence data and life-history traits.Data02: Raw species occurrence data for the world's worst invasive terrestrial vertebrates.Data03: The invaded range size of the 19 world's worst terretrial vertebrates within each jurisdiction.All details of the data extraction and calculation have been provided in the M&M of the related manuscript.
description: Data01: Literatures used for species occurrence data and life-history traits.Data02: Raw species occurrence data for the world's worst invasive terrestrial vertebrates.Data03: The invaded range size of the 19 world's worst terretrial vertebrates within each jurisdiction.All details of the data extraction and calculation have been provided in the M&M of the related manuscript.
DOI: 10.57760/sciencedb.14776
title: Numerical Simulation Analysis of Material Properties Influence of Mixed Cushion on the Buffering Efficiency during Collision Process
title: Numerical Simulation Analysis of Material Properties Influence of Mixed Cushion on the Buffering Efficiency during Collision Process

description: The dataset includes: (1) discrete meta-software PFC part program code. (2) Data on gravel cushion and PVC cushion layer, including impact force, velocity, displacement, and bottom force
description: The dataset includes: (1) discrete meta-software PFC part program code. (2) Data on gravel cushion and PVC cushion layer, including impact force, velocity, displacement, and bottom force
DOI: 10.57760/sciencedb.14703
title: Electromagnetic fields in ultra-peripheral relativistic heavy-ion collisions
title: Electromagnetic fields in ultra-peripheral relativistic heavy-ion collisions

description: Ultraperipheral heavy-ion collisions (UPCs) offer unique opportunities to study processes under strong elec- tromagnetic fields. In these collisions, highly charged fast-moving ions carry strong electromagnetic fields that can be effectively treated as photon fluxes. The exchange of photons can induce photonuclear and two-photon interactions, and excite ions. This excitation of the ions results in Coulomb dissociation with the emission of photons, neutrons, and other particles. Additionally, the electromagnetic fields generated by the ions can be sufficiently strong to enforce mutual interactions between the two colliding ions. Consequently, the two collid- ing ions experienced an electromagnetic force that pushed them in opposite directions, causing a back-to-back correlation in the emitted neutrons. Using a Monte Carlo simulation, we qualitatively demonstrated that the above electromagnetic effect is large enough to be observed in UPCs, which would provide a clear means to study strong electromagnetic fields and their effects.
description: Ultraperipheral heavy-ion collisions (UPCs) offer unique opportunities to study processes under strong elec- tromagnetic fields. In these collisions, highly charged fast-moving ions carry strong electromagnetic fields that can be effectively treated as photon fluxes. The exchange of photons can induce photonuclear and two-photon interactions, and excite ions. This excitation of the ions results in Coulomb dissociation with the emission of photons, neutrons, and other particles. Additionally, the electromagnetic fields generated by the ions can be sufficiently strong to enforce mutual interactions between the two colliding ions. Consequently, the two collid- ing ions experienced an electromagnetic force that pushed them in opposite directions, causing a back-to-back correlation in the emitted neutrons. Using a Monte Carlo simulation, we qualitatively demonstrated that the above electromagnetic effect is large enough to be observed in UPCs, which would provide a clear means to study strong electromagnetic fields and their effects.
DOI: 10.57760/sciencedb.10146
title: A dataset of oracle characters for benchmarking machine learning algorithms
title: A dataset of oracle characters for benchmarking machine learning algorithms

description: Oracle-MNIST dataset comprises of 28×28 grayscale images of 30,222 ancient characters from 10 categories, for benchmarking pattern classification, with particular challenges on image noise and distortion. The training set totally consists of 27,222 images, and the test set contains 300 images per class.1. Easy-of-use. Oracle-MNIST shares the same data format with the original MNIST dataset, allowing for direct compatibility with all existing classifiers and systems.2. Real-world challenge. Oracle-MNIST constitutes a more challenging classification task than MNIST. The images of oracle characters suffer from 1) extremely serious and unique noises caused by three- thousand years of burial and aging and 2) dramatically variant writing styles by ancient Chinese, which all make them realistic for machine learning research.
description: Oracle-MNIST dataset comprises of 28×28 grayscale images of 30,222 ancient characters from 10 categories, for benchmarking pattern classification, with particular challenges on image noise and distortion. The training set totally consists of 27,222 images, and the test set contains 300 images per class.1. Easy-of-use. Oracle-MNIST shares the same data format with the original MNIST dataset, allowing for direct compatibility with all existing classifiers and systems.2. Real-world challenge. Oracle-MNIST constitutes a more challenging classification task than MNIST. The images of oracle characters suffer from 1) extremely serious and unique noises caused by three- thousand years of burial and aging and 2) dramatically variant writing styles by ancient Chinese, which all make them realistic for machine learning research.