cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.agriculture.00118
title: Vegetation cover dataset of Mongolia from 1990 to 2022
title: 1990-2022年蒙古国植被覆盖度数据集

description: The study was conducted by the NASA Goddard Space Flight Center (GSFC) and NASA's Arctic-Boreal Vulnerability Experiment. A Normalized Difference Vegetation Index (NDVI) dataset provided by a research team supported by the ABoVE program. The data set is version 3g.v1 in ncf data format. PyCharm was used to extract, crop and define projection data to obtain NDVI data with a spatial range of (41° -53 °N, 87-121 °E), a period of 15d and a resolution of 1/12°. The average value method was used to calculate the monthly value data for the data of 15d. The annual Value data is calculated by Maximum value Compo-sition (MVC).​Using the calculated annual maximum fitting data of NDVI, the value that is closest to the cumulative percentage of NDVI "5%" is selected as NDVIsoil and the value that is closest to the cumulative percentage of NDVI "95%" is selected as NDVIveg. Then the pixel scale vegetation coverage in the region was calculated year by year.
description: The study was conducted by the NASA Goddard Space Flight Center (GSFC) and NASA's Arctic-Boreal Vulnerability Experiment. A Normalized Difference Vegetation Index (NDVI) dataset provided by a research team supported by the ABoVE program. The data set is version 3g.v1 in ncf data format. PyCharm was used to extract, crop and define projection data to obtain NDVI data with a spatial range of (41° -53 °N, 87-121 °E), a period of 15d and a resolution of 1/12°. The average value method was used to calculate the monthly value data for the data of 15d. The annual Value data is calculated by Maximum value Compo-sition (MVC).​Using the calculated annual maximum fitting data of NDVI, the value that is closest to the cumulative percentage of NDVI "5%" is selected as NDVIsoil and the value that is closest to the cumulative percentage of NDVI "95%" is selected as NDVIveg. Then the pixel scale vegetation coverage in the region was calculated year by year.
DOI: 10.57760/sciencedb.j00133.00344
title: The information on various indicators and data quality scores of government open platforms in 14 provincial-level administrative regions.
title: 14个省级行政区的政府开放平台的各指标信息及数据质量得分

description: Except for the province and unique_id, there are a total of 16 fields from A1, A2 to D4, corresponding to the original data of 16 indicators in the government data quality assessment system. Then, there are 16 fields from A1_std, A2_std to D4_std, which are the standardized values of the indicators. The last field, score, is the quality score of the data resource.
description: Except for the province and unique_id, there are a total of 16 fields from A1, A2 to D4, corresponding to the original data of 16 indicators in the government data quality assessment system. Then, there are 16 fields from A1_std, A2_std to D4_std, which are the standardized values of the indicators. The last field, score, is the quality score of the data resource.
DOI: 10.57760/sciencedb.11728
title: Enhanced optical properties of CVD diamond through HPHT annealing
title: Enhanced optical properties of CVD diamond through HPHT annealing

description: This is the CVD diamond HPHT annealing dataset of the paper entitled "Enhanced optical properties of CVD diamond through HPHT annealing" published in Crystal Growth & Design.
description: This is the CVD diamond HPHT annealing dataset of the paper entitled "Enhanced optical properties of CVD diamond through HPHT annealing" published in Crystal Growth & Design.
DOI: 10.57760/sciencedb.11205
title: The origin and morphological character evolution of the paleotropical woody bamboos
title: The origin and morphological character evolution of the paleotropical woody bamboos

description: A total of 208 samples were sampled, Genomic DNA was extracted using a modified cetyl trimethylammonium bromide (CTAB) approach. We using single nucleotide polymorphisms retrieved from optimized double digest restriction site associated DNA sequencing (MiddRAD‐seq), and explored the evolutionary trends of habit, inflorescence, and caryopsis type in relation to environmental factors including climate, soil, and topography.The MiddRAD‐seq library was prepared using the AvaII and MspI restriction enzymes. All DNA extracts were quantified using a Qubit 2.0 fluorimeter (Life Technologies, Carlsbad, CA, USA). Paired‐end reads of 2 × 150 bp were generated on an Illumina HiSeq X Ten System (SanDiego, CA, USA), generating approximately 2 Gb of data per sample. For the MiddRAD‐seq data, paired‐end raw reads including R1 and R2 were de‐multiplexed and cleaned to 140 bp by the process_radtags program of Stacks v1.41 . We excluded R2 reads from subsequent analyses because of their low quality.
description: A total of 208 samples were sampled, Genomic DNA was extracted using a modified cetyl trimethylammonium bromide (CTAB) approach. We using single nucleotide polymorphisms retrieved from optimized double digest restriction site associated DNA sequencing (MiddRAD‐seq), and explored the evolutionary trends of habit, inflorescence, and caryopsis type in relation to environmental factors including climate, soil, and topography.The MiddRAD‐seq library was prepared using the AvaII and MspI restriction enzymes. All DNA extracts were quantified using a Qubit 2.0 fluorimeter (Life Technologies, Carlsbad, CA, USA). Paired‐end reads of 2 × 150 bp were generated on an Illumina HiSeq X Ten System (SanDiego, CA, USA), generating approximately 2 Gb of data per sample. For the MiddRAD‐seq data, paired‐end raw reads including R1 and R2 were de‐multiplexed and cleaned to 140 bp by the process_radtags program of Stacks v1.41 . We excluded R2 reads from subsequent analyses because of their low quality.
DOI: 10.5066/p9jel0uu
title: Flood Frequency Data and 2020 Observed Flood Probability for Selected Streamgages in the Fortymile River Basin, Alaska, 1911–2020

description: This data release provides the source data and results of a flood frequency analysis and annual exceedance probability estimation for a flood that occurred on June 22, 2020 in the Fortymile River Basin, Alaska. Data are provided for two streamgages that had at least 10 years of peak-flow record. The data include streamgage information, PeakFQ input (.txt and .PSF files) PeakFQ output (.PRT, .EXP, and .JPEG files), flood frequency parameters, flood frequency estimates for the 50-, 20-, 10-, 4-, 2-, 1-, 0.5-, and 0.2-percent annual exceedance probabilities, and annual exceedance probability estimates for the flood of interest. These data were intended to support investigations of streamflow in the Fortymile River Basin.
DOI: 10.57760/sciencedb.11211
title: throat aurora project to magnetopause data
title: throat aurora project to magnetopause data

description: a throat aurora at 2017-01-01 09:22:40 UT project to magnetopause data,used T01model
description: a throat aurora at 2017-01-01 09:22:40 UT project to magnetopause data,used T01model
DOI: 10.57760/sciencedb.j00113.00125
title: The data of the article "A hybrid method integrating Green's function Monte Carlo and projected entangled pair states"
title: The data of the article "A hybrid method integrating Green's function Monte Carlo and projected entangled pair states"

description: This code introduces a hybrid approach combining Green’s function Monte Carlo (GFMC) methodwith projected entangled pair state (PEPS) ansatz.
description: This code introduces a hybrid approach combining Green’s function Monte Carlo (GFMC) methodwith projected entangled pair state (PEPS) ansatz.
DOI: 10.57760/sciencedb.j00140.00021
title: Processed UCLA data
title: UCLA大脑MRI数据集

description: This dataset includes the average structural connection matrix, functional connection matrix, executive control ability score of 111 subjects in the UCLA open source dataset, and the corresponding codes supporting the paper "Analysis of Stiffness and Damping Characteristics of Complex Brain Networks".
description: This dataset includes the average structural connection matrix, functional connection matrix, executive control ability score of 111 subjects in the UCLA open source dataset, and the corresponding codes supporting the paper "Analysis of Stiffness and Damping Characteristics of Complex Brain Networks".
DOI: 10.57760/sciencedb.11217
title: 0D/2D PtFeNiCoCu high-entropy material
title: 0D/2D PtFeNiCoCu high-entropy material

description: excel data of the materials and related electrocatalytic OER test.
description: excel data of the materials and related electrocatalytic OER test.
DOI: 10.57760/sciencedb.11218
title: jmcc data
title: jmcc data

description: 文章中包含的数据。
description: 文章中包含的数据。
DOI: 10.57760/sciencedb.11223
title: Taxonomic revision of the long-tailed mole (Talpidae: Scaptonyx) with description of a new species from the Gaoligong Mountains
title: Taxonomic revision of the long-tailed mole (Talpidae: Scaptonyx) with description of a new species from the Gaoligong Mountains

description: We reviewed the journey of Armand David from 1868 to 1869. On these grounds, we clarify the type locality of Scaptonyx fusicauda Milne-Edwards, 1872 within the vicinity of the Minjiang River source, Minshan Mountain, Sichuan, China. Based on our study of newly collected topotype specimens of S. fusicauda, we recognize S. affinis Thomas, 1912, previously treated as a subspecies of S. fusicauda, as a distinct species. We also describe a new species from the Gaoligong Mountains, S. wangi, based on morphological examinations and phylogenetic analyses. We provide an updated taxonomy of the genus Scaptonyx, along with ecological and distribution information for the three extant species.This dataset contains the external and craniomandibular measurements of examined specimens.
description: We reviewed the journey of Armand David from 1868 to 1869. On these grounds, we clarify the type locality of Scaptonyx fusicauda Milne-Edwards, 1872 within the vicinity of the Minjiang River source, Minshan Mountain, Sichuan, China. Based on our study of newly collected topotype specimens of S. fusicauda, we recognize S. affinis Thomas, 1912, previously treated as a subspecies of S. fusicauda, as a distinct species. We also describe a new species from the Gaoligong Mountains, S. wangi, based on morphological examinations and phylogenetic analyses. We provide an updated taxonomy of the genus Scaptonyx, along with ecological and distribution information for the three extant species.This dataset contains the external and craniomandibular measurements of examined specimens.
DOI: 10.57760/sciencedb.11235
title: Treatment of Denervated Muscle Atrophy by Injectable Dual-responsive Hydrogels Loaded with Extracellular Vesicles
title: Treatment of Denervated Muscle Atrophy by Injectable Dual-responsive Hydrogels Loaded with Extracellular Vesicles

description: Denervated muscle atrophy often causes irreversible fibrosis due to inefficient treatments. A novel ultrasound and pH-responsive hydrogel was created to deliver stem cell-derived EVs, enhancing treatment outcomes. Made from crosslinked carboxymethyl chitosan, oxidized chondrotin sulfate, and cystamine, it degrades under ultrasound and acidic conditions for controlled EV release. The hydrogel, when loaded with human umbilical cord-derived EVs, significantly preserved muscle function and restored strength, circumference, and weight post-nerve reconstruction, offering a promising therapy for atrophy.
description: Denervated muscle atrophy often causes irreversible fibrosis due to inefficient treatments. A novel ultrasound and pH-responsive hydrogel was created to deliver stem cell-derived EVs, enhancing treatment outcomes. Made from crosslinked carboxymethyl chitosan, oxidized chondrotin sulfate, and cystamine, it degrades under ultrasound and acidic conditions for controlled EV release. The hydrogel, when loaded with human umbilical cord-derived EVs, significantly preserved muscle function and restored strength, circumference, and weight post-nerve reconstruction, offering a promising therapy for atrophy.
DOI: 10.57760/sciencedb.11231
title: trytcc
title: trytcc

description: trytcc
description: trytcc
DOI: 10.57760/sciencedb.11252
title: An inventory dataset of GeSe/WSe2 mixed dimensional p-n junction
title: An inventory dataset of GeSe/WSe2 mixed dimensional p-n junction

description: Novel 2D/layered semiconductor materials with graphene-like structure show great potential for development and application in next-generation optoelectronic devices due to many unique and excellent physical and structural properties. The researches of heterojunction devices with different combinations of 2D materials are fundamental and necessary to advance the development of photodetection. In this work, GeSe/WSe2 mixed-dimension p-n heterojunction devices consisting of WSe2 2D materials (n-type) and GeSe films (p-type) are prepared. Important photoelectronic parameters of the p-n heterojunction, such as photoresponsivity, specific detectivity and epitaxial quantum efficiency have been obtained.  This dataset includes: (1) the Atomic Force Microscope test data of the WSe2 and GeSe in the heterojunction; (2) Raman spectra and PL spectra data of the WSe2 and GeSe; (3) the photoelectric test data, including the I-V characteristic curve, data on the evolution of photoresponsivity as a function of laser excitation power density, and data on the optical switching behavior. The results show the development potential of GeSe/WSe2 mixed dimensional p-n heterojunctions for optoelectronic applications, which provide material parameters and new ideas for the study of heterojunction based on 2D materials.
description: Novel 2D/layered semiconductor materials with graphene-like structure show great potential for development and application in next-generation optoelectronic devices due to many unique and excellent physical and structural properties. The researches of heterojunction devices with different combinations of 2D materials are fundamental and necessary to advance the development of photodetection. In this work, GeSe/WSe2 mixed-dimension p-n heterojunction devices consisting of WSe2 2D materials (n-type) and GeSe films (p-type) are prepared. Important photoelectronic parameters of the p-n heterojunction, such as photoresponsivity, specific detectivity and epitaxial quantum efficiency have been obtained.  This dataset includes: (1) the Atomic Force Microscope test data of the WSe2 and GeSe in the heterojunction; (2) Raman spectra and PL spectra data of the WSe2 and GeSe; (3) the photoelectric test data, including the I-V characteristic curve, data on the evolution of photoresponsivity as a function of laser excitation power density, and data on the optical switching behavior. The results show the development potential of GeSe/WSe2 mixed dimensional p-n heterojunctions for optoelectronic applications, which provide material parameters and new ideas for the study of heterojunction based on 2D materials.
DOI: 10.57760/sciencedb.psych.00224
title: Human olfactory perception embeds fine temporal resolution within a single sniff
title: Human olfactory perception embeds fine temporal resolution within a single sniff

description: A sniff in humans typically lasts 1-3 seconds and is commonly considered to produce a long-exposure shot of the chemical environment that sets the temporal limit of olfactory perception. To break this limit, we devised a sniff-triggered apparatus that controls odorant deliveries within a sniff with a precision of 18 milliseconds. Using this apparatus, we show through rigorous psychophysical testing of 229 participants (649 sessions) that two odorants presented in one order and its reverse become perceptually discriminable when the stimulus onset asynchrony (SOA) is merely 60 milliseconds (Cohen’s d = 0.48, 95% CI [55, 59], 120 milliseconds difference). Discrimination performance improves with the length of SOA and is independent of explicit knowledge of the temporal order of odorants or the relative amount of odorant molecules accumulated in a sniff. Our findings demonstrate that human olfactory perception is sensitive to chemical dynamics within a single sniff and provide behavioral evidence for a temporal code of odor identity.
description: A sniff in humans typically lasts 1-3 seconds and is commonly considered to produce a long-exposure shot of the chemical environment that sets the temporal limit of olfactory perception. To break this limit, we devised a sniff-triggered apparatus that controls odorant deliveries within a sniff with a precision of 18 milliseconds. Using this apparatus, we show through rigorous psychophysical testing of 229 participants (649 sessions) that two odorants presented in one order and its reverse become perceptually discriminable when the stimulus onset asynchrony (SOA) is merely 60 milliseconds (Cohen’s d = 0.48, 95% CI [55, 59], 120 milliseconds difference). Discrimination performance improves with the length of SOA and is independent of explicit knowledge of the temporal order of odorants or the relative amount of odorant molecules accumulated in a sniff. Our findings demonstrate that human olfactory perception is sensitive to chemical dynamics within a single sniff and provide behavioral evidence for a temporal code of odor identity.
DOI: 10.15468/dl.d5erz7
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Malus domestica (Suckow) Borkh.",
 "Year 1990-2000"
 ]
}

 The dataset includes 404 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001062-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00217.02907
title: Reform and practice of“Topic-based”experimental teaching in course of Clinical Immunological Test Technology in the Context of New Quality Productivity
title: 新质生产力视域下临床免疫学检验技术课程“课题化”实验教学改革与实践

description: From the perspective of new quality productivity, it is a new direction and opportunity to train innovative talents with modern technology and professional knowledge. This paper introduces the practice of“Topic-based” experimental teaching in the course of Clinical Immunology Laboratory Technology, and explores the possible ways to train new qualified personnel of medical laboratory technology.
description: From the perspective of new quality productivity, it is a new direction and opportunity to train innovative talents with modern technology and professional knowledge. This paper introduces the practice of“Topic-based” experimental teaching in the course of Clinical Immunology Laboratory Technology, and explores the possible ways to train new qualified personnel of medical laboratory technology.
DOI: 10.57760/sciencedb.11306
title: Phytoplankton Composition in Lake Hulun
title: Phytoplankton Composition in Lake Hulun

description: phytoplankton composition in lake Hulun
description: phytoplankton composition in lake Hulun
DOI: 10.57760/sciencedb.11316
title: Medical insurance data set after pretreatment
title: 医疗保险预处理后数据集

description: The data set includes medical insurance claim index, "three-category" service items, claim amount and other attributes. These information reveal the insured's medical treatment process from different perspectives, covering the multidimensional characteristics of medical insurance claims in medical treatment services, diseases and amount. The data samples are desensitized data of medical insurance settlement in some areas in the past years, and the original data have been cleaned and pretreated, which can be used for research in medical insurance fraud detection and other fields.
description: The data set includes medical insurance claim index, "three-category" service items, claim amount and other attributes. These information reveal the insured's medical treatment process from different perspectives, covering the multidimensional characteristics of medical insurance claims in medical treatment services, diseases and amount. The data samples are desensitized data of medical insurance settlement in some areas in the past years, and the original data have been cleaned and pretreated, which can be used for research in medical insurance fraud detection and other fields.
DOI: 10.57760/sciencedb.j00133.00330
title: LLM Blackout Risk Promotion Principle Drawing Data
title: LLM黑化风险促成原理绘图数据

description: Used to parse data obtained from Google Scholar and CNKI, as follows:The Arena3.0 semantic network, consisting of "LLM Blacking", "AIGC Blacking", and "Generative Information Blacking" as its core, extracts line weights through automatic term encoding operations. Based on the line weights, a term extraction method framework is formed to filter out terms with a frequency greater than 3 and present existing research topics in a Sankey scatter plot.
description: Used to parse data obtained from Google Scholar and CNKI, as follows:The Arena3.0 semantic network, consisting of "LLM Blacking", "AIGC Blacking", and "Generative Information Blacking" as its core, extracts line weights through automatic term encoding operations. Based on the line weights, a term extraction method framework is formed to filter out terms with a frequency greater than 3 and present existing research topics in a Sankey scatter plot.
DOI: 10.57760/sciencedb.11333
title: Information generation mode and data poisoning identification results correspond to the original processing data
title: 信息生成模式及数据投毒识别结果对应原始加工数据

description: Used to describe the information generation mode and the raw graphic data corresponding to the data poisoning recognition result image (which has been processed, Neglecting labels).
description: Used to describe the information generation mode and the raw graphic data corresponding to the data poisoning recognition result image (which has been processed, Neglecting labels).
DOI: 10.57760/sciencedb.11335
title: Blacking Separation and Blacking Energy Intelligence Perception Results
title: 黑化分离与黑化能量情报感知结果

description: Used to illustrate the results of implementing blackening separation and blackening energy intelligence perception using RNASeq and KdV IE methods.
description: Used to illustrate the results of implementing blackening separation and blackening energy intelligence perception using RNASeq and KdV IE methods.
DOI: 10.57760/sciencedb.j00140.00023
title: 基于t-SNE-AMARS-MPM的空间变异性边坡可靠度分析的部分源码
title: 基于t-SNE-AMARS-MPM的空间变异性边坡可靠度分析的部分源码

description: Includes random field dispersion; t-SNE dimension reduction; And flac3d modeling command flow
description: Includes random field dispersion; t-SNE dimension reduction; And flac3d modeling command flow
DOI: 10.57760/sciencedb.11336
title: Intelligence perception results of blackening infiltration and blackening destruction
title: 黑化渗透与黑化破坏情报感知结果

description: Used to describe the process and supporting materials for obtaining intelligence perception results of blackening infiltration and destruction.
description: Used to describe the process and supporting materials for obtaining intelligence perception results of blackening infiltration and destruction.
DOI: 10.57760/sciencedb.11344
title: True triaxial test of aeolian sand in Tengger desert
title: True triaxial test of aeolian sand in Tengger desert

description: To study the cross-anisotropic behavior of aeolian sand at wide ranges of mean principal stresses p. True triaxial drained tests are conducted in three sectors of octahedral planes, the anisotropic specimens prepared by dry deposition method.
description: To study the cross-anisotropic behavior of aeolian sand at wide ranges of mean principal stresses p. True triaxial drained tests are conducted in three sectors of octahedral planes, the anisotropic specimens prepared by dry deposition method.