cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12068426
title: A high-resolution multi-scale industrial  water use dataset in China

description: Provide data and code of the research.

 

Data: 



Water usage.dta: This dataset provides the fully processed data used in this study, including key variables such as year, total output, province, city, and county locations, 2-digit, 3-digit and 4-digit industrial sub-sector information, MRIO sector codes, and detailed micro-level information on water usage, recycling, and pollution. This comprehensive dataset is designed to facilitate further analysis by researchers, offering a rich foundation for studies on industrial water management and environmental impact.

Collapse.dta/Collapse.xlsx: Based on the fully processed data, this file aggregates micro-level plant water usage data by province, city, county, as well as industry. It aims to showcase water usage patterns across different industries and regions in China.

Macro Data.xlsx: This file contains macro-level water usage data obtained from the National Bureau of Statistics of China, allowing for verification and comparison with micro-level results.

Water Satellite Accounts.xlsx: This file contains data from 42 water usage satellite accounts in the MRIO tables from 1998 to 2014.

MRIO Tables.xlsx: This file includes the results of bilateral trade data between the 31 provinces in China from 1998 to 2014.


 

Code:



Water usage processing.do: Construction of the high-resolution industrial water use dataset in China, including all data cleaning, data merging, and data calculation processes.

MRIO_Water.py: Construction of WE-MRIO model for 1998-2014. Processing MRIO tables and water resources satellite matrices for different years to produce virtual water resources trade among 31 provinces in China.

Variable_describe.R: Describing the statistical distribution of key variables in the dataset.

Map distribution. R: Mapping the distribution of each key variable and the corresponding plant in China's industrial water use dataset at multiple scales such as province, city, and county from 1998-2014.

Province_sector. R: Mapping water usage in industrial sectors across the top five provinces by water use from 1998 to 2014.
DOI: 10.5281/zenodo.13822996
title: A high-resolution multi-scale industrial  water use dataset in China

description: Provide data and code of the research.

 

Data: 



Water usage.dta: This dataset provides the fully processed data used in this study, including key variables such as year, total output, province, city, and county locations, 2-digit, 3-digit and 4-digit industrial sub-sector information, MRIO sector codes, and detailed micro-level information on water usage, recycling, and pollution. This comprehensive dataset is designed to facilitate further analysis by researchers, offering a rich foundation for studies on industrial water management and environmental impact.

Collapse.dta/Collapse.xlsx: Based on the fully processed data, this file aggregates micro-level plant water usage data by province, city, county, as well as industry. It aims to showcase water usage patterns across different industries and regions in China.

Macro Data.xlsx: This file contains macro-level water usage data obtained from the National Bureau of Statistics of China, allowing for verification and comparison with micro-level results.

Water Satellite Accounts.xlsx: This file contains data from 42 water usage satellite accounts in the MRIO tables from 1998 to 2014.

MRIO Tables.xlsx: This file includes the results of bilateral trade data between the 31 provinces in China from 1998 to 2014.


 

Code:



Water usage processing.do: Construction of the high-resolution industrial water use dataset in China, including all data cleaning, data merging, and data calculation processes.

MRIO_Water.py: Construction of WE-MRIO model for 1998-2014. Processing MRIO tables and water resources satellite matrices for different years to produce virtual water resources trade among 31 provinces in China.

Variable_describe.R: Describing the statistical distribution of key variables in the dataset.

Map distribution. R: Mapping the distribution of each key variable and the corresponding plant in China's industrial water use dataset at multiple scales such as province, city, and county from 1998-2014.

Province_sector. R: Mapping water usage in industrial sectors across the top five provinces by water use from 1998 to 2014.
DOI: 10.5281/zenodo.13825467
title: Sample WebAssembly Data Files for Reproducible Analysis and Visualization of iEEG (RAVE)

description: The data was derived from the following work and packaged into WebAssemply via Emscripten. The modification includes removing large data files and only keep up with the minimal requirements.



Magnotti, J. F., Wang, Z., & Beauchamp, M. S. (2020). RAVE: Comprehensive open-source software for reproducible analysis and visualization of intracranial EEG data. NeuroImage, 223, 117341.
DOI: 10.5281/zenodo.13825468
title: Sample WebAssembly Data Files for Reproducible Analysis and Visualization of iEEG (RAVE)

description: The data was derived from the following work and packaged into WebAssemply via Emscripten. The modification includes removing large data files and only keep up with the minimal requirements.



Magnotti, J. F., Wang, Z., & Beauchamp, M. S. (2020). RAVE: Comprehensive open-source software for reproducible analysis and visualization of intracranial EEG data. NeuroImage, 223, 117341.
DOI: 10.5281/zenodo.13825852
title: Sample WebAssembly Data Files for Reproducible Analysis and Visualization of iEEG (RAVE)

description: The data was derived from the following work and packaged into WebAssemply via Emscripten. The modification includes removing large data files and only keep up with the minimal requirements.



Magnotti, J. F., Wang, Z., & Beauchamp, M. S. (2020). RAVE: Comprehensive open-source software for reproducible analysis and visualization of intracranial EEG data. NeuroImage, 223, 117341.
DOI: 10.34740/kaggle/dsv/9456760
title: Dictionary of English Words and Definitions
DOI: 10.34740/kaggle/dsv/9354465
title: Encrypted Text: Mono-Alphabetic Cipher
DOI: 10.15131/shef.data.26180623
title: Alumina nanoparticles enable optimal spray-coated perovskite thin film growth on self-assembled monolayers for efficient and reproducible photovoltaics

description: The power conversion efficiencies of metal halide perovskite photovoltaics have increased rapidly over the past decade attracting significant academic and industrial interest. The ease with which high performance perovskite photovoltaics can be fabricated through solution processing routes has opened up significant possibilities for fabrication through existing, industrially mature high-throughput solution coating techniques such as spray-coating. The power conversion efficiencies of spray-coated metal halide perovskite photovoltaics are limited by non-radiative recombination at the interfaces with charge transport layers necessitating the implementation of new charge transport layers. The self-assembled monolayer (SAM) charge transport layers have resulted in record perovskite photovoltaic device performances, due to reduced non-radiative recombination.<b> </b>However, poor wettability associated with some SAMs significantly limits their applicability, this is exaggerated for droplet-based scalable technologies like spray-coating. Here we report an optimised aluminium oxide nanoparticle interlayer which enables spray-coating of triple cation metal halide perovskite thin films and devices onto Me-4PACz (([4-(3,6-dimethyl-9H-carbazol-9-yl)butyl]phosphonic acid). Our interlayer results in improved structural and optoelectronic properties of spray-coated perovskite thin films, compared to those fabricated through spin-coating. These improved properties enable the fabrication of <i>p-i-n</i> photovoltaic devices with efficiencies over 20 % - some of the highest reported for both spray-coated devices in <i>p-i-n </i>architecture, and devices having a spray-coated “triple cation” perovskite active layer.
DOI: 10.15131/shef.data.26180623.v1
title: Alumina nanoparticles enable optimal spray-coated perovskite thin film growth on self-assembled monolayers for efficient and reproducible photovoltaics

description: The power conversion efficiencies of metal halide perovskite photovoltaics have increased rapidly over the past decade attracting significant academic and industrial interest. The ease with which high performance perovskite photovoltaics can be fabricated through solution processing routes has opened up significant possibilities for fabrication through existing, industrially mature high-throughput solution coating techniques such as spray-coating. The power conversion efficiencies of spray-coated metal halide perovskite photovoltaics are limited by non-radiative recombination at the interfaces with charge transport layers necessitating the implementation of new charge transport layers. The self-assembled monolayer (SAM) charge transport layers have resulted in record perovskite photovoltaic device performances, due to reduced non-radiative recombination.<b> </b>However, poor wettability associated with some SAMs significantly limits their applicability, this is exaggerated for droplet-based scalable technologies like spray-coating. Here we report an optimised aluminium oxide nanoparticle interlayer which enables spray-coating of triple cation metal halide perovskite thin films and devices onto Me-4PACz (([4-(3,6-dimethyl-9H-carbazol-9-yl)butyl]phosphonic acid). Our interlayer results in improved structural and optoelectronic properties of spray-coated perovskite thin films, compared to those fabricated through spin-coating. These improved properties enable the fabrication of <i>p-i-n</i> photovoltaic devices with efficiencies over 20 % - some of the highest reported for both spray-coated devices in <i>p-i-n </i>architecture, and devices having a spray-coated “triple cation” perovskite active layer.
DOI: 10.15468/dl.ese3qu
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceiba pentandra (L.) Gaertn.",
 "Year 2020-2024"
 ]
}

 The dataset includes 1163 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025917-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27084100
title: <b>Blood DNA methylation of</b><b> </b><b><i>CRF</i></b><b> </b><b>and its association with amygdala volume and mood in Cushing’s syndrome.</b>

description: This dataset contains deidentified patient data supporting the manuscript published in the journal Frontiers in Epigenetics and Epigenomics in 2024. Patient demographic (age, sex), physiological (Cushing's Disease characterization), psychiatric (anxiety and depression scores), and epigenetic (DNA methylation status of CRF promoter) data are included.
DOI: 10.15468/dl.fwm5u7
title: Occurrence Download

description: A dataset containing 3088 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater biodiversity"
 ]
}

 The dataset includes 3088 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025918-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.427gy5
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-18.18981 33.42645,-18.62572 31.45739,-15.34358 31.32606,-15.36922 33.31938,-18.18981 33.42645))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salpichroa origanifolia (Lam.) Baill."
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025919-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92zrvj
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Stelis pittieri (Schltr.) Rojas-Alv. & Karremans"
 ]
}

 The dataset includes 229 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025920-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13799229
title: Partial dataset related to the article "Sport PRactice and its Effects on aortic size and valve function in bicuspid Aortic valve Disease: a cross-sectional report from the SPREAD study".

description: This record contains raw data related to the article "Sport PRactice and its Effects on aortic size and valve function in bicuspid Aortic valve Disease: a cross-sectional report from the SPREAD study"

The bicuspid aortic valve (BAV) is the most common congenital heart defect among adults, often leading to severe valve dysfunction and aortic complications. Despite its clinical significance, uncertainties persist regarding the impact of sports participation on the natural course of BAV disease. The SPREAD (Sport PRactice and its Effects on Bicuspid Aortic valve Disease) study is a multicenter and multinational project designed to investigate this relationship. This paper outlines the study's design, and objectives. The study is divided into two phases; phase one involves a cross-sectional analysis comparing aortic dimensions and valve function among competitive athletes with BAV, athletes with tricuspid aortic valves (TAV), and sedentary individuals with BAV. The second phase is a prospective, longitudinal follow-up aiming to evaluate the impact of regular sports training on disease progression. The SPREAD study seeks to provide evidence-based insights into the effects of sports participation on BAV disease progression, guiding clinical decision-making regarding sports eligibility and risk stratification for individuals with BAV.
DOI: 10.5281/zenodo.13799230
title: Partial dataset related to the article "Sport PRactice and its Effects on aortic size and valve function in bicuspid Aortic valve Disease: a cross-sectional report from the SPREAD study".

description: This record contains raw data related to the article "Sport PRactice and its Effects on aortic size and valve function in bicuspid Aortic valve Disease: a cross-sectional report from the SPREAD study"

The bicuspid aortic valve (BAV) is the most common congenital heart defect among adults, often leading to severe valve dysfunction and aortic complications. Despite its clinical significance, uncertainties persist regarding the impact of sports participation on the natural course of BAV disease. The SPREAD (Sport PRactice and its Effects on Bicuspid Aortic valve Disease) study is a multicenter and multinational project designed to investigate this relationship. This paper outlines the study's design, and objectives. The study is divided into two phases; phase one involves a cross-sectional analysis comparing aortic dimensions and valve function among competitive athletes with BAV, athletes with tricuspid aortic valves (TAV), and sedentary individuals with BAV. The second phase is a prospective, longitudinal follow-up aiming to evaluate the impact of regular sports training on disease progression. The SPREAD study seeks to provide evidence-based insights into the effects of sports participation on BAV disease progression, guiding clinical decision-making regarding sports eligibility and risk stratification for individuals with BAV.
DOI: 10.15468/dl.8b49v2
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Rhodiola quadrifida (Pall.) Fisch. & C.A.Mey."
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025921-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmbxzd
title: Occurrence Download

description: A dataset listing the 7029 species recorded in GBIF matching the query:
{
 "PublishingOrg" : [
 "is b6d09100-919d-4026-b35b-22be3dae7156"
 ]
}

 The dataset's 7029 records were derived from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025923-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5jc7s
title: Occurrence Download

description: A dataset containing 34334591 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mexico"
 ]
}

 The dataset includes 34334591 records from 4209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025922-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.befks6
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-26.68306 -16.76346,54.68306 -16.76346,54.68306 15.76346,-26.68306 15.76346,-26.68306 -16.76346))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Afrocastellanoa M.E.Sm. & Orihara, 2017"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0417927-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-29443
title: Correspondence book No. 3 of Pentecostal Missionary Union [PMU], 1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 3 including 31 pages of subject index; 1006 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.tnac66
title: Occurrence Download

description: A dataset containing 75904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polyommatus coridon (Poda, 1761))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "DecimalLongitude is -25,30",
 "DecimalLatitude is 35,60"
 ]
}

 The dataset includes 75904 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083308-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-29332
title: Correspondence book No. 3 of Pentecostal Missionary Union [PMU], 1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 3 including 31 pages of subject index; 1006 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.59rhf7
title: Occurrence Download

description: A dataset containing 354636 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "CoordinateUncertaintyInMeters 0.0-100.0",
 {
 "or" : [
 "Country is Sweden",
 "Country is Norway"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Brassicaceae"
 ]
}

 The dataset includes 354636 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0357814-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh79gp
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thrips palmi Karny, 1925"
 ]
}

 The dataset includes 730 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100276-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24117624.v1
title: Statistic data

description: Statistic data for <b>Piezo1 Contributes to Podocyte Cytoskeleton Remodeling and Development of Proteinuria by Enhancing Rac1 Activity in Lupus Nephritis</b>.
DOI: 10.15468/dl.znnn24
title: Occurrence Download

description: A dataset containing 18658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hornungia alpina (L.) O.Appel",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation, Specimen, Unknown evidence)"
 ]
}

 The dataset includes 18658 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083257-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-236353
title: Birthday service program, Mary Catherine Brown, 2006

description: [description english/roman)] Birthday service program, Mary Catherine Brown, Marriot Hotel, Baton Rouge, Louisiana, 2006 July 14.
DOI: 10.15468/dl.477eg9
title: Occurrence Download

description: A dataset containing 3025 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Belize",
 "Country is Guatemala",
 "Country is Honduras",
 "Country is El Salvador"
 ]
 },
 "TaxonKey is Ictinia mississippiensis (A.Wilson, 1811)"
 ]
}

 The dataset includes 3025 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0360510-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4pt9m
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.7220224000000002 39.9673852999999966, -76.7220224000000002 39.9694510500000035, -76.7220224000000002 39.9715168000000034, -76.7220224000000002 39.9743859000000015, -76.7220224000000002 39.9763368899999989, -76.7220224000000002 39.9788617000000031, -76.7203030200000029 39.9788617000000031, -76.7178961000000044 39.9788617000000031, -76.7164061000000004 39.9788617000000031, -76.7139991800000018 39.9788617000000031, -76.7110191799999939 39.9788617000000031, -76.7094145700000070 39.9788617000000031, -76.7070075000000031 39.9788617000000031, -76.7070075000000031 39.9777140599999967, -76.7070075000000031 39.9750744899999972, -76.7070075000000031 39.9734677900000008, -76.7070075000000031 39.9709429799999967, -76.7070075000000031 39.9697953399999975, -76.7070075000000031 39.9673852999999966, -76.7091853400000048 39.9673852999999966, -76.7119361099999963 39.9673852999999966, -76.7136553400000025 39.9673852999999966, -76.7172084099999978 39.9673852999999966, -76.7195007100000055 39.9673852999999966, -76.7220224000000002 39.9673852999999966))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100292-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.