cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gwqwz3
title: Occurrence Download

description: A dataset containing 249956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Papua New Guinea",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2014-2024"
 ]
}

 The dataset includes 249956 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000830-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.12835
title: Data from: Temporal integration by multi-level regularities fosters the emergence of dynamic conscious experience
title: Data from: Temporal integration by multi-level regularities fosters the emergence of dynamic conscious experience

description: This dataset includes the data and demos of the five experiments in current research.The relationship between integration and awareness is central to contemporary theories and research on consciousness. Here, we investigated whether and how information integration over time by incorporating the underlying regularities contributes to our awareness of the dynamic world. Using binocular rivalry, we demonstrated that structured visual streams, constituted by shape, motion, or idiom sequences containing perceptual- or semantic-level regularities, predominated over their non-structured but otherwise matched counterparts in the competition for visual awareness. Despite the apparent resemblance, a substantial dissociation of the observed rivalry advantages emerged between perceptual- and semantic-level regularities – these effects stem respectively from nonconscious and conscious temporal integration processes, with the former but not the latter being vulnerable to perturbations in the spatiotemporal integration window. These findings corroborate the essential role of structure-guided information integration in visual awareness and highlight a multi-level mechanism where temporal integration by perceptually and semantically defined regularities fosters the emergence of continuous conscious experience.
description: This dataset includes the data and demos of the five experiments in current research.The relationship between integration and awareness is central to contemporary theories and research on consciousness. Here, we investigated whether and how information integration over time by incorporating the underlying regularities contributes to our awareness of the dynamic world. Using binocular rivalry, we demonstrated that structured visual streams, constituted by shape, motion, or idiom sequences containing perceptual- or semantic-level regularities, predominated over their non-structured but otherwise matched counterparts in the competition for visual awareness. Despite the apparent resemblance, a substantial dissociation of the observed rivalry advantages emerged between perceptual- and semantic-level regularities – these effects stem respectively from nonconscious and conscious temporal integration processes, with the former but not the latter being vulnerable to perturbations in the spatiotemporal integration window. These findings corroborate the essential role of structure-guided information integration in visual awareness and highlight a multi-level mechanism where temporal integration by perceptually and semantically defined regularities fosters the emergence of continuous conscious experience.
DOI: 10.57760/sciencedb.12844
title: Employment information of 4,711 American residents between the years 1970 and 1988
title: Employment information of 4,711 American residents between the years 1970 and 1988

description: This dataset comprises personal employment information of 4,711 American residents between the years 1970 and 1988.
description: This dataset comprises personal employment information of 4,711 American residents between the years 1970 and 1988.
DOI: 10.57760/sciencedb.12849
title: A questionnaire survey based on the level of awareness of agricultural product quality assurance among Sanya residents
title: 基于三亚居民的农产品质量安全认知水平的问卷调查

description: In order to understand the level of concern and awareness among residents in Sanya regarding the quality assurance of agricultural products, based on the situation of agricultural product quality and safety in Sanya City, survey questionnaires were distributed to consumers in Sanya City through QQ, WeChat mini programs, and household surveys. The survey locations were scattered in wholesale markets, roadside stalls, agricultural markets, supermarkets and other agricultural product trading venues, fully reaching out to key groups, Obtain a more complete understanding of the attention and understanding of the Sanya community on the quality and safety of agricultural products. 
description: In order to understand the level of concern and awareness among residents in Sanya regarding the quality assurance of agricultural products, based on the situation of agricultural product quality and safety in Sanya City, survey questionnaires were distributed to consumers in Sanya City through QQ, WeChat mini programs, and household surveys. The survey locations were scattered in wholesale markets, roadside stalls, agricultural markets, supermarkets and other agricultural product trading venues, fully reaching out to key groups, Obtain a more complete understanding of the attention and understanding of the Sanya community on the quality and safety of agricultural products.
DOI: 10.57760/sciencedb.12851
title: CESM-RESFire simulations for fire aerosol feedbacks
title: CESM-RESFire simulations for fire aerosol feedbacks

description: This dataset includes the CESM-RESFire monthly simulations from 2001 to 2010. The Firefb simulations indicate simulations with fire aerosol feedback, and the NoFirefb simulations indicate simulations without considering fire aerosol feedback mechanisms. This dataset includes the land model (CLM) and atmospheric model (CAM) outputs used in the paper "Positive feedback to regional climate enhances African wildfires" by Aoxing Zhang, Yuhang Wang and Yufei Zou, submitted to iScience.
description: This dataset includes the CESM-RESFire monthly simulations from 2001 to 2010. The Firefb simulations indicate simulations with fire aerosol feedback, and the NoFirefb simulations indicate simulations without considering fire aerosol feedback mechanisms. This dataset includes the land model (CLM) and atmospheric model (CAM) outputs used in the paper "Positive feedback to regional climate enhances African wildfires" by Aoxing Zhang, Yuhang Wang and Yufei Zou, submitted to iScience.
DOI: 10.57760/sciencedb.12865
title: Scripts for "A 150-year extinction debt acts as the Sword of Damocles over avian species crisis"
title: Scripts for "A 150-year extinction debt acts as the Sword of Damocles over avian species crisis"

description: The sets of command was applied to a research project entitled as "A 150-year extinction debt acts as the Sword of Damocles over avian species crisis".
description: The sets of command was applied to a research project entitled as "A 150-year extinction debt acts as the Sword of Damocles over avian species crisis".
DOI: 10.57760/sciencedb.12875
title: MatChat
title: MatChat

description: MatChat, a ground breaking large language model explicitly designed for materials science, is pre-training model based on the LLaMA2-7B. This model primarily focuses on synthesizing knowledge related to the in organic materials synthesis process. It can engage in logical reasoning based on the queried materials formula and provides answers in the format of the training set, including formulas, temperature, time, environment conditions, and other relevant information. To facilitate the usage of MatChat, we have further developed a dialogue platform for users based on this model.This platform is currently accessible online at http://chat.aicnic.cn/onchat and is open to researchers in the materials field.This data set not only contains the pre-training model, but also includes the platform codes.
description: MatChat, a ground breaking large language model explicitly designed for materials science, is pre-training model based on the LLaMA2-7B. This model primarily focuses on synthesizing knowledge related to the in organic materials synthesis process. It can engage in logical reasoning based on the queried materials formula and provides answers in the format of the training set, including formulas, temperature, time, environment conditions, and other relevant information. To facilitate the usage of MatChat, we have further developed a dialogue platform for users based on this model.This platform is currently accessible online at http://chat.aicnic.cn/onchat and is open to researchers in the materials field.This data set not only contains the pre-training model, but also includes the platform codes.
DOI: 10.57760/sciencedb.12878
title: LA-ICP MS zircon U-Pb data for mafic rocks from the Jinhu Sag
title: LA-ICP MS zircon U-Pb data for mafic rocks from the Jinhu Sag

description: This is a data sheet for U-Pb geochronology data by LA-ICP MS method. including 16 columns：numberTh content (ug/g)U content (ug/g)Th/U ratio207Pb/206Pb ratio207Pb/206Pb ratio error207Pb/235U ratio207Pb/235U ratio error206Pb/238U ratio206Pb/238U ratio error207Pb/206Pb age207Pb/206Pb age error207Pb/235U age207Pb/235U age error206Pb/238U age206Pb/238U age error
description: This is a data sheet for U-Pb geochronology data by LA-ICP MS method. including 16 columns：numberTh content (ug/g)U content (ug/g)Th/U ratio207Pb/206Pb ratio207Pb/206Pb ratio error207Pb/235U ratio207Pb/235U ratio error206Pb/238U ratio206Pb/238U ratio error207Pb/206Pb age207Pb/206Pb age error207Pb/235U age207Pb/235U age error206Pb/238U age206Pb/238U age error
DOI: 10.57760/sciencedb.j00113.00174
title: Code of the MatChat: A large language model and application service platform for materials science
title: Code of the MatChat: A large language model and application service platform for materials science

description: The data set mainly contains MatChat model training and open platform code. Among them, llama-recipes is the code used in the fine-tuning training part of the model, and the main body is the open source llama2-7b model. platform-back is the back-end implementation code of the dialogue platform, and platform-front is the front-end implementation code of the dialogue platform.
description: The data set mainly contains MatChat model training and open platform code. Among them, llama-recipes is the code used in the fine-tuning training part of the model, and the main body is the open source llama2-7b model. platform-back is the back-end implementation code of the dialogue platform, and platform-front is the front-end implementation code of the dialogue platform.
DOI: 10.57760/sciencedb.j00140.00024
title: EXPERIMENTAL DATA OF THE INFLUENCE OF PLATFORM MOTION ON THE VORTEX-INDUCED VIBRATION OF A FLEXIBLE RISER
title: 平台运动对柔性立管涡激振动影响的实验测试数据

description: The experiment was conducted in the recirculation water tank of Southwest Petroleum University. The vibration displacement of the markers marked along the riser model was measured using high-speed cameras. The vibration displacement of each marker over time was obtained using image post-processing method. The table strictly lists the order in which the images appear in the main text, named by the title number, and provides the original data of each image. 
description: The experiment was conducted in the recirculation water tank of Southwest Petroleum University. The vibration displacement of the markers marked along the riser model was measured using high-speed cameras. The vibration displacement of each marker over time was obtained using image post-processing method. The table strictly lists the order in which the images appear in the main text, named by the title number, and provides the original data of each image.
DOI: 10.57760/sciencedb.12914
title: Experimental validation and parametric analysis of analytical method of pressure-type anchorage system
title: 压力型锚固系统解析方法试验验证与参数敏感度分析

description: 该数据库包含论文“注浆密封裂缝封堵土地压力式锚固系统界面应力传递及承载力的分析方法”的“荷载位移曲线”部分、“理论结果验证”部分和“参数敏感性分析”部分涉及的所有图表数据。使用数据分析软件Origin对数据进行处理并绘制成图形。原始数据长度单位为毫米（mm），力单位为（N）（图表中的kN），弹性模量和应力单位为（MPa）。该理论仅适用于界面粘结滑移关系可简化为强化模型的承压式地脚螺栓锚固工程，界面粘结滑移简化模型清晰;同时，需要明确定义锚板处的约束条件，以确定K的值。上传的数据包括“G-C-60”、“G-C-70”和“self”，它们对应于在论文中对G-C-60、G-C-70和作者的研究小组进行的实验的理论结果。在上传的数据中，“1-300.opju“表示键滑移模型#1条件下的界面力学行为（数据可在键移模型opju中查看）。当弹性模量为300MPa时，收集了不同锚固管段长度和弹性管片比例下的荷载位移曲线和界面剪切应力分布;“E.opju”是与弹性模量参数敏感性分析相关的数据集合;“债券滑移模型。OPJU'是与键滑移模型相关参数的敏感性分析相关的数据集合。
description: 该数据库包含论文“注浆密封裂缝封堵土地压力式锚固系统界面应力传递及承载力的分析方法”的“荷载位移曲线”部分、“理论结果验证”部分和“参数敏感性分析”部分涉及的所有图表数据。使用数据分析软件Origin对数据进行处理并绘制成图形。原始数据长度单位为毫米（mm），力单位为（N）（图表中的kN），弹性模量和应力单位为（MPa）。该理论仅适用于界面粘结滑移关系可简化为强化模型的承压式地脚螺栓锚固工程，界面粘结滑移简化模型清晰;同时，需要明确定义锚板处的约束条件，以确定K的值。上传的数据包括“G-C-60”、“G-C-70”和“self”，它们对应于在论文中对G-C-60、G-C-70和作者的研究小组进行的实验的理论结果。在上传的数据中，“1-300.opju“表示键滑移模型#1条件下的界面力学行为（数据可在键移模型opju中查看）。当弹性模量为300MPa时，收集了不同锚固管段长度和弹性管片比例下的荷载位移曲线和界面剪切应力分布;“E.opju”是与弹性模量参数敏感性分析相关的数据集合;“债券滑移模型。OPJU'是与键滑移模型相关参数的敏感性分析相关的数据集合。
DOI: 10.57760/sciencedb.12936
title: Phenology of Shanxi Province
title: 山西省物候

description: Phenological data set of Shanxi Province from 2001 to 2020
description: Phenological data set of Shanxi Province from 2001 to 2020
DOI: 10.57760/sciencedb.12950
title: Elemental composition and Nickel isotope of bulk sediments as well as isolated MMNs
title: Elemental composition and Nickel isotope of bulk sediments as well as isolated MMNs

description: Elemental composition and Nickel isotope of bulk sediments as well as isolated MMNs
description: Elemental composition and Nickel isotope of bulk sediments as well as isolated MMNs
DOI: 10.57760/sciencedb.iga.00678
title: Liaoning Province 1:250000 Population Spatial Dataset (2000)
title: 辽宁省1：25万人口空间数据集(2000年)

description: a. Data content (data file/table name, including observation index content)

The 1:250000 population spatial dataset of Liaoning Province (2000) reflects the population distribution of various counties and cities in Liaoning Province in 2000, including three indicators: agricultural population, year-end total population, and rural population.

b. Construction purpose

Mainly providing data support for the research on the current situation, characteristics, and evolution patterns of population spatial distribution in Liaoning Province.

c. Service object

Students and researchers engaged in research related to population geography.

d. Time range of data

2000

e. The spatial range of data

Liaoning Province
description: a. Data content (data file/table name, including observation index content)

The 1:250000 population spatial dataset of Liaoning Province (2000) reflects the population distribution of various counties and cities in Liaoning Province in 2000, including three indicators: agricultural population, year-end total population, and rural population.

b. Construction purpose

Mainly providing data support for the research on the current situation, characteristics, and evolution patterns of population spatial distribution in Liaoning Province.

c. Service object

Students and researchers engaged in research related to population geography.

d. Time range of data

2000

e. The spatial range of data

Liaoning Province
DOI: 10.57760/sciencedb.12955
title: 贺兰山滚钟口花岗岩岩石成因和构造背景数据
title: 贺兰山滚钟口花岗岩岩石成因和构造背景数据

description: Data for "Petrogenetic and tectonic studies of the Gunzhongkou granite in Helanshan"
description: Data for "Petrogenetic and tectonic studies of the Gunzhongkou granite in Helanshan"
DOI: 10.57760/sciencedb.iga.00679
title: Liaoning Province 1:250000 Population Spatial Dataset (1990)
title: 辽宁省1：25万人口空间数据集(1990年)

description: a. Data content (data file/table name, including observation index content)

The 1:250000 population spatial dataset of Liaoning Province (1990) reflects the population distribution of various counties and cities in Liaoning Province in 1990, including two indicators: agricultural population and year-end total population.

b. Construction purpose

Mainly providing data support for the research on the current situation, characteristics, and evolution patterns of population spatial distribution in Liaoning Province.

c. Service object

Students and researchers engaged in research related to population geography.

d. Time range of data

1990

e. The spatial range of data

Liaoning Province
description: a. Data content (data file/table name, including observation index content)

The 1:250000 population spatial dataset of Liaoning Province (1990) reflects the population distribution of various counties and cities in Liaoning Province in 1990, including two indicators: agricultural population and year-end total population.

b. Construction purpose

Mainly providing data support for the research on the current situation, characteristics, and evolution patterns of population spatial distribution in Liaoning Province.

c. Service object

Students and researchers engaged in research related to population geography.

d. Time range of data

1990

e. The spatial range of data

Liaoning Province
DOI: 10.15468/dl.y33wwx
title: Occurrence Download

description: A dataset containing 327233 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mollusca Databank"
 ]
}

 The dataset includes 327233 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000836-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rfpw6
title: Occurrence Download

description: A dataset containing 319608 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bell Museum plants"
 ]
}

 The dataset includes 319608 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000838-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.iga.00680
title: Liaoning Province 1:250000 Main Crop Planting Area Dataset (2010)
title: 辽宁省1:25万主要农作物种植面积数据集(2010年)

description: a. Data content (data file/table name, including observation index content)

Data File Name: Liaoning Province 1:250000 Main Crop Planting Area Dataset (2010)

Main content:

This dataset reflects the planting area of major crops (corn, soybeans, rice) in Liaoning Province by county in 2010. The data type is vector data, which includes one data entity: Liaoning Province 1:250000 Main Crop Planting Area Dataset (2010) - Data Entity. shp.

b. Construction purpose

This dataset mainly provides data support for agricultural production and regional agricultural and socio-economic sustainable development.

c. Service object

Used by scientific and technological workers engaged in research on agricultural ecology, land use, and other related fields, also applicable to government decision-making departments.

d. Time range of data

The data is from 2010.

e. The spatial range and projection method of data

Space scope: Liaoning Province
description: a. Data content (data file/table name, including observation index content)

Data File Name: Liaoning Province 1:250000 Main Crop Planting Area Dataset (2010)

Main content:

This dataset reflects the planting area of major crops (corn, soybeans, rice) in Liaoning Province by county in 2010. The data type is vector data, which includes one data entity: Liaoning Province 1:250000 Main Crop Planting Area Dataset (2010) - Data Entity. shp.

b. Construction purpose

This dataset mainly provides data support for agricultural production and regional agricultural and socio-economic sustainable development.

c. Service object

Used by scientific and technological workers engaged in research on agricultural ecology, land use, and other related fields, also applicable to government decision-making departments.

d. Time range of data

The data is from 2010.

e. The spatial range and projection method of data

Space scope: Liaoning Province
DOI: 10.57760/sciencedb.iga.00681
title: Liaoning Province 1:1500000 Tourism Resource Dataset (2014)
title: 辽宁省1：150万旅游资源数据集(2014年)

description: a. Data content (data file/table name, including observation index content)

Data file name: Liaoning Province 1:1500000 Tourism Resource Dataset (2014)

Main content:

This dataset reflects the distribution of tourist attraction resources in Liaoning Province and includes two data entities:

Liaoning Province 1:1500000 Tourism Resource Data (2014) - Data Entity. shp

Liaoning Province 1:1500000 Tourism Resource Data (2014) - Data Entity. xls

b. Construction purpose

To provide data services for developing tourism resources, enriching people's lives, and improving the environment.

c. Service object

A broad audience throughout society.

d. Time range of data

The data is from 2014.

e. The spatial range and projection method of data

Space scope: Liaoning Province
description: a. Data content (data file/table name, including observation index content)

Data file name: Liaoning Province 1:1500000 Tourism Resource Dataset (2014)

Main content:

This dataset reflects the distribution of tourist attraction resources in Liaoning Province and includes two data entities:

Liaoning Province 1:1500000 Tourism Resource Data (2014) - Data Entity. shp

Liaoning Province 1:1500000 Tourism Resource Data (2014) - Data Entity. xls

b. Construction purpose

To provide data services for developing tourism resources, enriching people's lives, and improving the environment.

c. Service object

A broad audience throughout society.

d. Time range of data

The data is from 2014.

e. The spatial range and projection method of data

Space scope: Liaoning Province
DOI: 10.57760/sciencedb.iga.00682
title: 1:100000 Wetland Resource Distribution Dataset in Liaoning Province (2000)
title: 辽宁省1:10万湿地资源分布数据集(2000年)

description: a. Data content (data file/table name, including observation index content)

Data file name: Liaoning Province 1:100000 Wetland Resource Distribution Dataset (2000)

Main content: Distribution of Wetlands in Liaoning. shp

b. Construction purpose

Used for wetland restoration and ecological effects research, as well as land use evaluation research.

c. Service object

Used by scientific and technological workers engaged in research on terrestrial ecosystems, wetland restoration, land use, and other related fields, and also applicable to government decision-making departments.

d. Time range of data

The data was collected in 2000.

e. The spatial range and projection method of data

Space scope: Liaoning Province
description: a. Data content (data file/table name, including observation index content)

Data file name: Liaoning Province 1:100000 Wetland Resource Distribution Dataset (2000)

Main content: Distribution of Wetlands in Liaoning. shp

b. Construction purpose

Used for wetland restoration and ecological effects research, as well as land use evaluation research.

c. Service object

Used by scientific and technological workers engaged in research on terrestrial ecosystems, wetland restoration, land use, and other related fields, and also applicable to government decision-making departments.

d. Time range of data

The data was collected in 2000.

e. The spatial range and projection method of data

Space scope: Liaoning Province