cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.23728/b2share.9980f34e0ae64423b3a8f43c7ebfde15
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM10 (00h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM10, aggregated by hour (00h CET).
DOI: 10.5281/zenodo.7640013
title: Data for the paper of 'Will Confucian Culture Promote Corporate Environmental Governance

description: Supporting data for the research study “Will Confucian Culture Promote Corporate Environmental Governance.” The study uses A-share listed companies in Shanghai and Shenzhen from 2010 to 2019 and the density of Confucian temples and schools near sample company headquarters to estimate the impact of Confucian culture on corporate environmental governance.


The study uses A-share companies listed in Shanghai and Shenzhen Stock Exchanges in China from 2010 to 2019 as the research samples. The data on enterprise environmental protection expenditure, the Confucian temples, and Confucian schools are obtained from the CNRDS (Chinese Research Data Services Platform) database.
DOI: 10.5281/zenodo.7640014
title: Data for the paper of 'Will Confucian Culture Promote Corporate Environmental Governance

description: Supporting data for the research study “Will Confucian Culture Promote Corporate Environmental Governance.” The study uses A-share listed companies in Shanghai and Shenzhen from 2010 to 2019 and the density of Confucian temples and schools near sample company headquarters to estimate the impact of Confucian culture on corporate environmental governance.


The study uses A-share companies listed in Shanghai and Shenzhen Stock Exchanges in China from 2010 to 2019 as the research samples. The data on enterprise environmental protection expenditure, the Confucian temples, and Confucian schools are obtained from the CNRDS (Chinese Research Data Services Platform) database.
DOI: 10.23728/b2share.b3a80ed86861412e95c9fd5097f371a5
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM2.5 in 2015 (01h CET) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM2.5 during 2015, aggregated by hour (01h CET).
DOI: 10.5281/zenodo.10879079
title: Data from DIAMAS follow-up survey about funding practices

description: The WP5 team of the DIAMAS project designed a follow-up survey to investigate the funding practices of IPSPs more deeply. We examined the proportion of Diamond publishing within the same IPSP by output type, and the capability to plan for the future. We also enquired about spending priorities, reasons for fundraising and the amount of work required, and asked about views on institutional publishing funding.

The project sent the follow-up survey to respondents of the DIAMAS survey (metadata and aggregated data available here) who agreed to be contacted. Emails used unique identifiers, enabling us to merge databases and easily recover information gathered from the first survey for more advanced cross-analysis.

This follow-up survey was open during the last two months of 2023 and successfully garnered 469 answers. After cleaning (mainly deleting blank surveys and duplicates), we retained 383 relevant answers, a response rate of 56%.
DOI: 10.5281/zenodo.10879080
title: Data from DIAMAS follow-up survey about funding practices

description: The WP5 team of the DIAMAS project designed a follow-up survey to investigate the funding practices of IPSPs more deeply. We examined the proportion of Diamond publishing within the same IPSP by output type, and the capability to plan for the future. We also enquired about spending priorities, reasons for fundraising and the amount of work required, and asked about views on institutional publishing funding.

The project sent the follow-up survey to respondents of the DIAMAS survey (metadata and aggregated data available here) who agreed to be contacted. Emails used unique identifiers, enabling us to merge databases and easily recover information gathered from the first survey for more advanced cross-analysis.

This follow-up survey was open during the last two months of 2023 and successfully garnered 469 answers. After cleaning (mainly deleting blank surveys and duplicates), we retained 383 relevant answers, a response rate of 56%.
DOI: 10.23728/b2share.3861b57be6b843d0b648c5873a065a74
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity (01h CET) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.9c1eb793e54a419e831c66367efc99e9
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: NO in 2015 (01h CET) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of nitrogen monoxide during 2015, aggregated by hour (01h CET).
DOI: 10.15468/dl.m2mfqc
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neottia camtschatea (L.) Rchb.f."
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042593-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.a4ba0b8c5f0a4eac8faaae95230ca615
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity at 01h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.647b55a83a2d4fe08162f068f809a64b
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: PM1 (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of PM1, aggregated by hour (01h CET).
DOI: 10.5281/zenodo.10886316
title: Carbon Price Scenarios: Projecting prices for emission certificates

description: This dataset consists of three different carbon price development scenarios. Each is represented by two growth rates which results in a total of 6 time series. The time frame is from 2020 to 2050. The units of the values are given in € / t CO₂. All values are nominal.

Overall, it should be noted that an estimate of the development of CO2 prices in the german nEHS and EU-ETS is subject to great uncertainty due to the major influence of regulatory intervention, a less liquid market towards 2030 and a lack of markets after 2030.

The data provided is delivered in frictionless data format (see 2024-03-25_metadata_carbon-price-scenarios.package.json) and can be accessed using the frictionless software (https://frictionlessdata.io/).
DOI: 10.5281/zenodo.10886317
title: Carbon Price Scenarios: Projecting prices for emission certificates

description: This dataset consists of three different carbon price development scenarios. Each is represented by two growth rates which results in a total of 6 time series. The time frame is from 2020 to 2050. The units of the values are given in € / t CO₂. All values are nominal.

Overall, it should be noted that an estimate of the development of CO2 prices in the german nEHS and EU-ETS is subject to great uncertainty due to the major influence of regulatory intervention, a less liquid market towards 2030 and a lack of markets after 2030.

The data provided is delivered in frictionless data format (see 2024-03-25_metadata_carbon-price-scenarios.package.json) and can be accessed using the frictionless software (https://frictionlessdata.io/).
DOI: 10.23728/b2share.bc12e5add9194b0c853db2bc00103684
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (11h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (11h CET).
DOI: 10.23728/b2share.6d20ca66aed24ffaa54611f7e820f0ba
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (01h CET).
DOI: 10.15468/dl.f5kbcb
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidagathis pallescens S.Moore"
 ]
}

 The dataset includes 29 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042594-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.4dfcfbd642184b03a48e52bb36cbe1a4
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (01h CET) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (01h CET).
DOI: 10.15468/dl.hqunf6
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus vivantii P.Monts."
 ]
}

 The dataset includes 508 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042595-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.9cbe17d2d5554d2f9465266241836fcf
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (01h CET) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (01h CET).
DOI: 10.23728/b2share.fe25e84520d04f00a4e1bddee96eef50
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (01h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (01h CET).
DOI: 10.23728/b2share.1902cb2cdf9245a08ddcef49483b612b
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity at 03h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity, aggregated by hour (03h CET).
DOI: 10.23728/b2share.b343ce3508044525924cbad0e6002959
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature and humidity (03h CET) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature and humidity, aggregated by hour (03h CET).
DOI: 10.15468/dl.6vav3q
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptoderris micrantha Dunn"
 ]
}

 The dataset includes 58 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042596-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.0cdbb209592c4b07a14a1e2a05e40d34
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.90f52f9ffb934c62950aaa5d16f83bc1
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: O3 in 2015 at 02h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of ozone during 2015, aggregated by hour (02h CET).
DOI: 10.23728/b2share.077611fe2e164aa0bc2b8f48ed0d7ca9
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity (01h CET) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.6f543d8f5be2448eb1cba784a4c5e076
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: NO in 2015 (01h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of nitrogen monoxide during 2015, aggregated by hour (01h CET).
DOI: 10.23728/b2share.c73326dab138485b9a7ecf05f34ce2c4
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity (01h CET) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.df69d89e7275490f99ac95f51f803e54
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: humidity (01h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of humidity, aggregated by hour (01h CET).
DOI: 10.23728/b2share.13f0f33b37c14ff99778d544cd121102
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO at 01h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.8dcc0fe87e324b67b08e3d1f47ddf7b6
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO (01h CET) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.15468/dl.enekmw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligustrum punctifolium M.C.Chang"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042597-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.afc0c397434c45f598ba2d397de36295
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.62c848e7b6ef4e6f941c783227a6462e
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO (01h CET) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.1b56cb83a7bf4955977bc0c4e7db39a3
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: O3 in 2015 at 01h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of ozone during 2015, aggregated by hour (01h CET).
DOI: 10.15468/dl.mka592
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithocarpus paviei (Hickel & A.Camus) A.Camus"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042598-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.93f011314ce24391a4c317779ccf8068
title: HAREM NER Models for OpenNLP, Stanford CoreNLP, spaCy, NLTK

description: Pre-trained models for named entity recognition in Portuguese, using the categories, types and subtypes of the Second HAREM dataset as entity classes.
DOI: 10.23728/b2share.720f1c2abae043a4bc9364048c517d60
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO (01h CET) (clipped GeoTIFF)

description: Clipped GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.6380f683320c4cd8ba31b2359e93bfa3
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: O3 in 2015 (01h CET) (shapefile)

description: Shapefile including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of ozone during 2015, aggregated by hour (01h CET).
DOI: 10.23728/b2share.688901f6e4fe4b92bd0238715c3186bb
title: perfectBASH: Band‐selective homonuclear decoupling in peptides and peptidomimetics

description: Pure shift techniques have recently attracted much attention, as they have the
ability to reduce spectral overlap and thus to simplify the analysis of complex
and congested spectral regions. For peptides, band‐selective pure shift
approaches are often the most reasonable choice among these, when spectra
need to be simplified along proton dimensions. Band‐selective approaches usually
offer the highest sensitivity of all pure shift methods, albeit at the cost that
signals can only be acquired in a single‐frequency region of the spectrum, in
which protons are well isolated in the proton spectrum. For α‐peptides, signals
are usually acquired either in the amide‐proton region or in the α‐proton
region. Herein, we present experiments, which enable the pure shift acquisition
in both the amide‐proton and the α‐proton regions of α‐peptides simultaneously,
without sacrificing the characteristics of band‐selective pure shift
methods to provide high sensitivity. The “perfectBASH” approach discussed
here combines the perfect echo experiment with band‐selective decoupling. It
can be used for band‐selective pure shift acquisition of 1H, TOCSY, CLIPCOSY,
relayed CLIP‐COSY, NOESY, and EASY‐ROESY spectra, with proton–
proton decoupling over the full backbone region of α‐peptides, which is most
interesting for samples prepared without isotopic enrichment. As the utility
of this technique is by no means limited to α‐peptides, we further illustrate
its utility for 1H‐NMR studies of a peptidomimetic oligourea.
DOI: 10.23728/b2share.e8cd1a3be7244afa9eaf728e9938c5bc
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: CO (01h CET) (clipped PNG)

description: PNG image representing clipped interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of carbon monoxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.9fcc1893dd7542c0b33c7accfbca8224
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: NO2 at 01h CET (dataset)

description: csv file including air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of nitrogen dioxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.cfa020648e534949b11b4b7b75cabbef
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: O3 (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of ozone, aggregated by hour (01h CET).
DOI: 10.23728/b2share.17b81c1592744a8892c4347a1a7e7bf1
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: temperature (03h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of temperature, aggregated by hour (03h CET).
DOI: 10.15468/dl.sn8wqv
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera kariensis W.W.Sm."
 ]
}

 The dataset includes 142 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042599-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.af186a40e50c406f819234996a4a7e6a
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: NO2 (01h CET) (interpolated GeoTIFF)

description: GeoTIFF file including interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of nitrogen dioxide, aggregated by hour (01h CET).
DOI: 10.23728/b2share.21842e101aed4b5692ceff589276ce5a
title: Air quality data from the LIFE+RESPIRA project in Pamplona, Spain: NO2 (01h CET) (interpolated PNG)

description: PNG image representing interpolated air quality data from the LIFE+RESPIRA project (http://www.liferespira.eu/) in Pamplona, Spain, with measures of nitrogen dioxide, aggregated by hour (01h CET).
DOI: 10.5281/zenodo.10426436
title: Project Section: Searching for Mutations Leading to Isoniazid Resistance in TB (HackBio)

description: Introduction

Tuberculosis (TB) remains a global health concern, and the emergence of drug-resistant strains poses a significant challenge to effective treatment. Isoniazid is a key first-line drug used in the treatment of TB, and resistance to this drug can compromise the success of therapy. 

This project aims to identify and characterise genetic mutations associated with isoniazid resistance in Mycobacterium tuberculosis, the causative agent of TB. 

Datasets: Here

Task:



Given the datasets above, perform the complete variant calling and annotation pipeline to specifically identify the following known mutations in Mycobacterium tuberculosis (against Isoniazid). 

Provide pretty IGV visualisation of mutations in katG sequences (Position: 2156111 - 2153889) across all the samples. N/B: katG mutations are prevalent in isoniazid resistance.

Also, explore associated biological pathways to understand the molecular mechanisms of isoniazid resistance.


Expected Output:

Kindly submit a comprehensive project report, including methods, results, and interpretations.