cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.07023
title: Mapping the Spatial Distribution of Global Oil Palm Subclasses in 2020
title: Mapping the Spatial Distribution of Global Oil Palm Subclasses in 2020

description: Oil palm have the highest oil yield compared to other oil-producing crops. Previous studies lacked a more refined classification of oil palm Subclasses. In this study, we first map global oil palm of 2020 with four subclasses, including Industrial Mature Oil Palm (IMOP), Industrial Young Oil Palm (IYOP), Smallholder Mature Oil Palm (SMOP), and Smallholder Young Oil Palm (SYOP), at a spatial resolution of 4.77 meters. The results showed that the total area of global oil palm in 2020 was estimated to be 72.71 million hectares (Mha). The extent of IMOP, IYOP, SMOP, and SYOP was 22.21, 12.18, 26.20, and 12.12 Mha, accounting for 31%, 17%, 35%, and 17%, respectively. SMOP had the highest producer accuracy (PA) and user accuracy (UA) at 76.8% and 79.9%, respectively. Young age oil palm (IYOP, SYOP) were first mapped at global scale. Generally, four oil palm classes were planted at an altitude of 0-500 m. However, IMOP, IYOP, SMOP and SYOP were found at the altitude of 500-1300 m, 500-800 m, 500-1000 m, 500-900 m, respectively.
description: Oil palm have the highest oil yield compared to other oil-producing crops. Previous studies lacked a more refined classification of oil palm Subclasses. In this study, we first map global oil palm of 2020 with four subclasses, including Industrial Mature Oil Palm (IMOP), Industrial Young Oil Palm (IYOP), Smallholder Mature Oil Palm (SMOP), and Smallholder Young Oil Palm (SYOP), at a spatial resolution of 4.77 meters. The results showed that the total area of global oil palm in 2020 was estimated to be 72.71 million hectares (Mha). The extent of IMOP, IYOP, SMOP, and SYOP was 22.21, 12.18, 26.20, and 12.12 Mha, accounting for 31%, 17%, 35%, and 17%, respectively. SMOP had the highest producer accuracy (PA) and user accuracy (UA) at 76.8% and 79.9%, respectively. Young age oil palm (IYOP, SYOP) were first mapped at global scale. Generally, four oil palm classes were planted at an altitude of 0-500 m. However, IMOP, IYOP, SMOP and SYOP were found at the altitude of 500-1300 m, 500-800 m, 500-1000 m, 500-900 m, respectively.
DOI: 10.5281/zenodo.15290817
title: СООТНОШЕНИЯ ФОРМЫ И ЗНАЧЕНИЯ ТЕРМИНОВ ЖИВОТНОВОДСТВА В РУССКОМ И УЗБЕКСКОМ ЯЗЫКАХ.
DOI: 10.5281/zenodo.15290818
title: СООТНОШЕНИЯ ФОРМЫ И ЗНАЧЕНИЯ ТЕРМИНОВ ЖИВОТНОВОДСТВА В РУССКОМ И УЗБЕКСКОМ ЯЗЫКАХ.
DOI: 10.57760/sciencedb.07025
title: Airglow Images recorded at Qujing, Yunnan, China
title: Airglow Images recorded at Qujing, Yunnan, China

description: Airglow images were observed by the all-sky imager at Qujing station during the night of 26 and 27 February 2014. The Qujing airglow all-sky imager was constructed and installed by the State Key Laboratory of Space Weather, National Space Science Center, and Chinese Academy of Sciences. 
description: Airglow images were observed by the all-sky imager at Qujing station during the night of 26 and 27 February 2014. The Qujing airglow all-sky imager was constructed and installed by the State Key Laboratory of Space Weather, National Space Science Center, and Chinese Academy of Sciences.
DOI: 10.57760/sciencedb.07029
title: Matrix multiplication based on Damman grating
title: 基于达曼光栅的矩阵乘法

description: This dataset contains the results of two 4*8 matrix multiplications based on Damman gratings
description: This dataset contains the results of two 4*8 matrix multiplications based on Damman gratings
DOI: 10.57760/sciencedb.07030
title: Dataset of clinical analysis of misdiagnosis in adult central nervous system infections due to Listeria monocytogenes
title: 成人中枢神经系统单核细胞增生李斯特菌感染误诊临床分析数据集

description: A retrospective analysis of clinical data about adult patients with central nervous system LMI who were admitted to our hospital from 2018 to 2022 was conducted to summarize the information of misdiagnosed patients and analyze the causes. Clinical profiles of misdiagnosed adult central nervous system LMI patients were summarized by database retrieval.
description: A retrospective analysis of clinical data about adult patients with central nervous system LMI who were admitted to our hospital from 2018 to 2022 was conducted to summarize the information of misdiagnosed patients and analyze the causes. Clinical profiles of misdiagnosed adult central nervous system LMI patients were summarized by database retrieval.
DOI: 10.57760/sciencedb.07031
title: Dataset of clinical analysis of misdiagnosis in adult central nervous system infections due to Listeria monocytogenes
title: 成人中枢神经系统单核细胞增生李斯特菌感染误诊临床分析数据集

description: A retrospective analysis of clinical data about adult patients with central nervous system LMI who were admitted to our hospital from 2018 to 2022 was conducted to summarize the information of misdiagnosed patients and analyze the causes. Clinical profiles of misdiagnosed adult central nervous system LMI patients were summarized by database retrieval.
description: A retrospective analysis of clinical data about adult patients with central nervous system LMI who were admitted to our hospital from 2018 to 2022 was conducted to summarize the information of misdiagnosed patients and analyze the causes. Clinical profiles of misdiagnosed adult central nervous system LMI patients were summarized by database retrieval.
DOI: 10.57760/sciencedb.07033
title: Ocean Bottom Seismometer data of line TS2017-2 across the Challenger Deep
title: Ocean Bottom Seismometer data of line TS2017-2 across the Challenger Deep

description: This archive includes wide-angle seismic data from line TS2017-2 collected in the southern Mariana trench. Line TS2017-2 was collected in January 2017 using R/V Tan Suo Yi Hao. This line is perpendicular to the trench, extending from the outer rise and outer trench slope in the Pacific plate to the inner trench slope and forearc blocks in the overriding plate. The objective is to investigate the detailed crustal structure of the southern Mariana subduction zone and to elucidate the influence of tectonic deformation and its mechanism of formation here. The seismic source consisted of a four-air-gun array with a total volume of 6000 cu. in. The shooting interval was 90 s at an average ship speed of 5 knots. In total, 963 shots were fired along the TS2017-2 profile. Twenty OBSs with four components were deployed at intervals of 10 km along the profile, and Four stations (OBS08, OBS09, OBS10 and OBS11) used the latest 10,000-meter-deep instruments. Eighteen instruments among them were retrieved successfully with high-quality data, but two OBSs (OBS08 and OBS 10) were lost. All OBSs were built by the Institute of Geology and Geophysics, Chinese Academy of Sciences. The format of seismic data in this repository is SEGY.
description: This archive includes wide-angle seismic data from line TS2017-2 collected in the southern Mariana trench. Line TS2017-2 was collected in January 2017 using R/V Tan Suo Yi Hao. This line is perpendicular to the trench, extending from the outer rise and outer trench slope in the Pacific plate to the inner trench slope and forearc blocks in the overriding plate. The objective is to investigate the detailed crustal structure of the southern Mariana subduction zone and to elucidate the influence of tectonic deformation and its mechanism of formation here. The seismic source consisted of a four-air-gun array with a total volume of 6000 cu. in. The shooting interval was 90 s at an average ship speed of 5 knots. In total, 963 shots were fired along the TS2017-2 profile. Twenty OBSs with four components were deployed at intervals of 10 km along the profile, and Four stations (OBS08, OBS09, OBS10 and OBS11) used the latest 10,000-meter-deep instruments. Eighteen instruments among them were retrieved successfully with high-quality data, but two OBSs (OBS08 and OBS 10) were lost. All OBSs were built by the Institute of Geology and Geophysics, Chinese Academy of Sciences. The format of seismic data in this repository is SEGY.
DOI: 10.57760/sciencedb.j00133.00206
title: Academic literature chart data annotation and training results dataset
title: 学术文献图表数据标注与训练结果数据集

description: Results of data labeling of graphs and charts in academic journals and related training results and parameters
description: Results of data labeling of graphs and charts in academic journals and related training results and parameters
DOI: 10.57760/sciencedb.07036
title: supplement data of Origin and Reversion of Omicron Core Mutations in the Evolution of SARS-CoV-2 Genomes
title: supplement data of Origin and Reversion of Omicron Core Mutations in the Evolution of SARS-CoV-2 Genomes

description: supplement data of Origin and Reversion of Omicron Core Mutations in the Evolution of SARS-CoV-2 Genomes
description: supplement data of Origin and Reversion of Omicron Core Mutations in the Evolution of SARS-CoV-2 Genomes
DOI: 10.57760/sciencedb.o00009.00435
title: Space 1U\2U\3U CubeSat Pose Dataset
title: 空间1U\2U\3U立方星位姿数据集

description: Place the 1U, 2U, 3U cube star models in the dark room by hanging, and use the Realsense D435i camera to capture the left and right views of the target in different attitudes. The image resolution is 640 * 480, the binocular baseline length is 50mm, and the pixel focus is 381pixel. 257 pairs of 1U target images, 291 pairs of 2U target images and 492 pairs of 3U target images were finally obtained.
description: Place the 1U, 2U, 3U cube star models in the dark room by hanging, and use the Realsense D435i camera to capture the left and right views of the target in different attitudes. The image resolution is 640 * 480, the binocular baseline length is 50mm, and the pixel focus is 381pixel. 257 pairs of 1U target images, 291 pairs of 2U target images and 492 pairs of 3U target images were finally obtained.
DOI: 10.57760/sciencedb.o00005.00026
title: A global streamflow indices time series dataset
title: A global streamflow indices time series dataset

description: This new global streamflow indices time series dataset is calculated from daily streamflow records after data quality control and includes 79 indices over seven components of streamflow regime (i.e., magnitude, frequency, duration, changing rate, timing, variability, and recession) of 5548 river reaches globally. The indices time series in the dataset are until 2022, whose lengths vary from 30 to 215 years with an average of around 66 years. Restricted-access streamflow data of typical river basins in China are included in the dataset to foster research on these areas. Compared to existing global datasets, this global dataset covers more indices, especially indices characterizing the frequency, duration, changing rate, and recession of streamflow regime. With the dataset, research on streamflow regime will become easier without spending time handling raw streamflow records. It is also helpful to the hydrology community to fill the gap of research on streamflow regime from a global perspective.
description: This new global streamflow indices time series dataset is calculated from daily streamflow records after data quality control and includes 79 indices over seven components of streamflow regime (i.e., magnitude, frequency, duration, changing rate, timing, variability, and recession) of 5548 river reaches globally. The indices time series in the dataset are until 2022, whose lengths vary from 30 to 215 years with an average of around 66 years. Restricted-access streamflow data of typical river basins in China are included in the dataset to foster research on these areas. Compared to existing global datasets, this global dataset covers more indices, especially indices characterizing the frequency, duration, changing rate, and recession of streamflow regime. With the dataset, research on streamflow regime will become easier without spending time handling raw streamflow records. It is also helpful to the hydrology community to fill the gap of research on streamflow regime from a global perspective.
DOI: 10.57760/sciencedb.07040
title: A dataset of rodent community stability in the Alxa Desert，2006-2011
title: A dataset of rodent community stability in the Alxa Desert，2006-2011

description: A wild rodent community under reclamation and different grazing disturbances in the Alxa Desert was investigated using live trapping from 2006 to 2011. We studied the rodent community composition, community diversity and variability of different life history strategies. This database includes the Species proportion in community, Animal diversity, Captured rate for CV, Species richness, W-statistic.These results showed that reclamation reduced rodent community stability by increasing temporal variability of community, reducing rodent community resistance as shown by decreasing dominance of KSS strategists, and increased the resistance variability of the rodent community by increasing the variability of abundance and richness for KSS strategists. Grazing reduced rodent community resilience by reducing the dominance of rRF strategists, and increased the resilience variability of the rodent community by increasing the variability of abundance and richness for rRF strategists.
description: A wild rodent community under reclamation and different grazing disturbances in the Alxa Desert was investigated using live trapping from 2006 to 2011. We studied the rodent community composition, community diversity and variability of different life history strategies. This database includes the Species proportion in community, Animal diversity, Captured rate for CV, Species richness, W-statistic.These results showed that reclamation reduced rodent community stability by increasing temporal variability of community, reducing rodent community resistance as shown by decreasing dominance of KSS strategists, and increased the resistance variability of the rodent community by increasing the variability of abundance and richness for KSS strategists. Grazing reduced rodent community resilience by reducing the dominance of rRF strategists, and increased the resilience variability of the rodent community by increasing the variability of abundance and richness for rRF strategists.
DOI: 10.57760/sciencedb.07045
title: Peniditerpenoids A and B: two unprecedented indole diterpenoids with osteoclast differentiation inhibitory activity from the mangrove-sediment-derived fungus Penicillium sp.
title: Peniditerpenoids A and B: two unprecedented indole diterpenoids with osteoclast differentiation inhibitory activity from the mangrove-sediment-derived fungus Penicillium sp.

description: An unprecedented diseco indole diterpenoid and a rare indole diterpenoid N-oxide derivative, named peniditerpenoids A (1) and B (2), along with three biosynthetically related known ones (3–5), were isolated from the mangrove sediment-derived fungus Penicillium sp. SCSIO 41411. Their structures were elucidated by detailed interpretation of NMR spectroscopic and mass spectrometric data. The absolute configurations were confirmed by NOESY experiments, ECD calculations, as well as X-ray single crystal diffraction analyses. The plausible biosynthetic pathways of those indole diterpenoids were described. Peniditerpenoids A (1) exhibited the inhibitory effect on lipopolysaccharide (LPS)-induced nuclear factor-κB (NF-κB) with IC50 value of 10.8 μM, and it also suppressed RANKL induced osteoclast differentiation in bone marrow macrophages cells (BMMCs). It is revealed that 1 with the unusual diseco indole diterpenoid moiety may have potential for the treatment of osteoclast-related diseases as a promising osteoclast differentiation inhibitor.
description: An unprecedented diseco indole diterpenoid and a rare indole diterpenoid N-oxide derivative, named peniditerpenoids A (1) and B (2), along with three biosynthetically related known ones (3–5), were isolated from the mangrove sediment-derived fungus Penicillium sp. SCSIO 41411. Their structures were elucidated by detailed interpretation of NMR spectroscopic and mass spectrometric data. The absolute configurations were confirmed by NOESY experiments, ECD calculations, as well as X-ray single crystal diffraction analyses. The plausible biosynthetic pathways of those indole diterpenoids were described. Peniditerpenoids A (1) exhibited the inhibitory effect on lipopolysaccharide (LPS)-induced nuclear factor-κB (NF-κB) with IC50 value of 10.8 μM, and it also suppressed RANKL induced osteoclast differentiation in bone marrow macrophages cells (BMMCs). It is revealed that 1 with the unusual diseco indole diterpenoid moiety may have potential for the treatment of osteoclast-related diseases as a promising osteoclast differentiation inhibitor.
DOI: 10.15468/dl.b56x72
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "GadmGid is USA.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia frigida Willd.",
 "Year 2024-2024"
 ]
}

 The dataset includes 334 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000577-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07047
title: A Dataset of Origin Motifs of Major Chinese Mythological Characters
title: 中国常见神话人物起源母题数据集

description: The data set is an Excel data table, which contains multi-level origin narrative data of 50 common mythical characters in China in multi ethnic and multi regional areas, covering the causes, ways, times, places and other major types of the characters. Among them, the "generation methods of characters" category is divided into eight sub types: spontaneous generation, marriage, birth, and induction. The data collection time range is from 200 BC to December 2022, with a total of 1620 pieces of data. Each piece of data includes 10 fields of information, including serial number, character's name, primary theme, secondary theme, tertiary theme, fourth theme, nationality, case description, place of circulation and literature source.
description: The data set is an Excel data table, which contains multi-level origin narrative data of 50 common mythical characters in China in multi ethnic and multi regional areas, covering the causes, ways, times, places and other major types of the characters. Among them, the "generation methods of characters" category is divided into eight sub types: spontaneous generation, marriage, birth, and induction. The data collection time range is from 200 BC to December 2022, with a total of 1620 pieces of data. Each piece of data includes 10 fields of information, including serial number, character's name, primary theme, secondary theme, tertiary theme, fourth theme, nationality, case description, place of circulation and literature source.
DOI: 10.57760/sciencedb.j00124.00011
title: The effect of crystal plane on Fe3O4 carbonization
title: Fe3O4晶体碳化过程中的晶面效应

description: 1. The graph is in origin format with data list and corresponding graph2. High-definition original electron microscope photos
description: 1. The graph is in origin format with data list and corresponding graph2. High-definition original electron microscope photos
DOI: 10.57760/sciencedb.07050
title: figures
title: figures

description: The material mainly includes earth pressure data calculted by analytical solution proposed in this study.
description: The material mainly includes earth pressure data calculted by analytical solution proposed in this study.
DOI: 10.57760/sciencedb.07070
title: Data of “Breast cancer pathogenic gene prediction based on multi-agent reinforcement learning”
title: 论文《基于多智能体强化学习的乳腺癌致病基因预测》数据

description: Breast cancer mutation data set: including 755 breast cancer patient samples, 1757 mutation genes, gene mutations in the data recorded as 1, no mutation recorded as 0. The data set can be used to predict the disease genes of breast cancer using multi-agent reinforcement learning method.
description: Breast cancer mutation data set: including 755 breast cancer patient samples, 1757 mutation genes, gene mutations in the data recorded as 1, no mutation recorded as 0. The data set can be used to predict the disease genes of breast cancer using multi-agent reinforcement learning method.
DOI: 10.57760/sciencedb.07053
title: TE过程数据据
title: TE过程数据据

description: TE 过程是由美国化工公司的Downs和Vogel 提出的一个仿真过程模型, 被广泛应用于过程控制和监测方法的性能评估中, 由五个生产单元构成, 分别是冷凝器、反应器、分离器、汽提塔和压缩机. TE 过程仿真包括了41个测量变量和12个控制变量, 其测量变量中22个是连续过程变量, 19个是成分测量值. 本数据集选择采用Bathelt 提供的仿真模型进行数据生成, 模型的采样周期为36秒, 选择操作变量XMEAS1~XMEAS22, 操作变量XMV1 ~ XMV4、XMV6、XMV7、XMV9、XMV10 共31个变量作为测量变量. 在正常模态下仿真模型运行1000个小时, 生成10^5个正常操作数据样本, 作为训练集. 对21种故障模型, 分别运行10个小时, 并在第3小时引入故障, 即每个故障样本量为1000个, 故障发生在第301个样本及之后。
description: TE 过程是由美国化工公司的Downs和Vogel 提出的一个仿真过程模型, 被广泛应用于过程控制和监测方法的性能评估中, 由五个生产单元构成, 分别是冷凝器、反应器、分离器、汽提塔和压缩机. TE 过程仿真包括了41个测量变量和12个控制变量, 其测量变量中22个是连续过程变量, 19个是成分测量值. 本数据集选择采用Bathelt 提供的仿真模型进行数据生成, 模型的采样周期为36秒, 选择操作变量XMEAS1~XMEAS22, 操作变量XMV1 ~ XMV4、XMV6、XMV7、XMV9、XMV10 共31个变量作为测量变量. 在正常模态下仿真模型运行1000个小时, 生成10^5个正常操作数据样本, 作为训练集. 对21种故障模型, 分别运行10个小时, 并在第3小时引入故障, 即每个故障样本量为1000个, 故障发生在第301个样本及之后。
DOI: 10.57760/sciencedb.07056
title: A set of anomaly detection papers (2019-2021)
title: 一系列异常检测文章 (2019-2021)

description: We provide some recent papers (2019-2021) in the field of anomaly detection, which aims to detect anomalous patterns that never occur in training data. It contains 71 papers in pdf format for easy viewing.
description: We provide some recent papers (2019-2021) in the field of anomaly detection, which aims to detect anomalous patterns that never occur in training data. It contains 71 papers in pdf format for easy viewing.
DOI: 10.15468/dl.t8v8ej
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Moschidae"
 ]
}

 The dataset includes 240 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000574-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07057
title: Breast Cancer mutation dataset
title: 乳腺癌突变数据集

description: Breast cancer mutation data set: including 755 breast cancer patient samples, 1757 mutation genes, gene mutations in the data recorded as 1, no mutation recorded as 0. The data set can be used to predict the disease genes of breast cancer using multi-agent reinforcement learning method. The original data set was downloaded from the following web sites: https://portal. gdc.cancer.gov.
description: Breast cancer mutation data set: including 755 breast cancer patient samples, 1757 mutation genes, gene mutations in the data recorded as 1, no mutation recorded as 0. The data set can be used to predict the disease genes of breast cancer using multi-agent reinforcement learning method. The original data set was downloaded from the following web sites: https://portal. gdc.cancer.gov.