cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wvs9jw
title: Occurrence Download

description: A dataset containing 6345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies mariesii Mast.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6345 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088320-240506114902167/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.25764153.v2
title: Supplementary Material for: Vascular complications in children and young people with type 1 diabetes: a worldwide assessment of diabetologists’ adherence to international recommendations

description: Introduction: This global survey evaluated the practices and adherence to international Clinical Practice Consensus Guidelines (CPCG) of physicians involved in pediatric diabetes care regarding screening, prevention and treatment of vascular complications of type 1 diabetes (T1D). 
Method: A web-based survey gathering data about respondents’ background, practices related to screening, prevention, and treatment of diabetic nephropathy, retinopathy, neuropathy and macrovascular diseases and a self-assessment of physicians’ knowledge based on the ISPAD CPCG 2018 was shared by ISPAD. 
Results: We received 175 responses from 62 countries (60% female, median age 42.3 years, 72.0% ISPAD members). Two-thirds of respondents initiated nephropathy and retinopathy screening per CPCG recommendations. Only half of them adhered to recommendations for neuropathy and macrovascular disease risk factors (RFs). Over 85% of respondents used the recommended screening method for nephropathy, retinopathy and macrovascular disease RFs, and only 59% for neuropathy. Lack of access to neuropathy and macrovascular diseases RF screening methods was reported by 22.2% and 11.8% of respondents, respectively. Adherence to recommended screening frequency varied: 92% for nephropathy, around two-thirds for neuropathy and macrovascular disease RFs, and only 17.7% for retinopathy. Most participants aligned their practices for treating T1D complications with CPCG recommendations, except for nephropathy. Significant differences in adherence to CPCG and individuals’ financial contributions reflected countries' income levels. Around 50% of the respondents were very familiar with the ISPAD CPCG content.
Conclusion: Our study highlights global variation in adherence to CPCG for T1D vascular complications, which is influenced by country income and healthcare disparities. It also revealed knowledge gaps among physicians on this critical topic.
DOI: 10.15468/dl.5vs4xt
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllopodium cordatum (Thunb.) Hilliard)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088321-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12200626
title: Test Data for Comparing Simulation Speed between SPONGE and AMBER

description: Test Data for Comparing Simulation Speed between SPONGE and AMBER
DOI: 10.5281/zenodo.12200627
title: Test Data for Comparing Simulation Speed between SPONGE and AMBER

description: Test Data for Comparing Simulation Speed between SPONGE and AMBER
DOI: 10.6084/m9.figshare.25764153.v4
title: Supplementary Material for: Vascular complications in children and young people with type 1 diabetes: a worldwide assessment of diabetologists’ adherence to international recommendations

description: Introduction: This global survey evaluated the practices and adherence to international Clinical Practice Consensus Guidelines (CPCG) of physicians involved in pediatric diabetes care regarding screening, prevention and treatment of vascular complications of type 1 diabetes (T1D). 
Method: A web-based survey gathering data about respondents’ background, practices related to screening, prevention, and treatment of diabetic nephropathy, retinopathy, neuropathy and macrovascular diseases and a self-assessment of physicians’ knowledge based on the ISPAD CPCG 2018 was shared by ISPAD. 
Results: We received 175 responses from 62 countries (60% female, median age 42.3 years, 72.0% ISPAD members). Two-thirds of respondents initiated nephropathy and retinopathy screening per CPCG recommendations. Only half of them adhered to recommendations for neuropathy and macrovascular disease risk factors (RFs). Over 85% of respondents used the recommended screening method for nephropathy, retinopathy and macrovascular disease RFs, and only 59% for neuropathy. Lack of access to neuropathy and macrovascular diseases RF screening methods was reported by 22.2% and 11.8% of respondents, respectively. Adherence to recommended screening frequency varied: 92% for nephropathy, around two-thirds for neuropathy and macrovascular disease RFs, and only 17.7% for retinopathy. Most participants aligned their practices for treating T1D complications with CPCG recommendations, except for nephropathy. Significant differences in adherence to CPCG and individuals’ financial contributions reflected countries' income levels. Around 50% of the respondents were very familiar with the ISPAD CPCG content.
Conclusion: Our study highlights global variation in adherence to CPCG for T1D vascular complications, which is influenced by country income and healthcare disparities. It also revealed knowledge gaps among physicians on this critical topic.
DOI: 10.6084/m9.figshare.25764153.v3
title: Supplementary Material for: Vascular complications in children and young people with type 1 diabetes: a worldwide assessment of diabetologists’ adherence to international recommendations

description: Introduction: This global survey evaluated the practices and adherence to international Clinical Practice Consensus Guidelines (CPCG) of physicians involved in pediatric diabetes care regarding screening, prevention and treatment of vascular complications of type 1 diabetes (T1D). 
Method: A web-based survey gathering data about respondents’ background, practices related to screening, prevention, and treatment of diabetic nephropathy, retinopathy, neuropathy and macrovascular diseases and a self-assessment of physicians’ knowledge based on the ISPAD CPCG 2018 was shared by ISPAD. 
Results: We received 175 responses from 62 countries (60% female, median age 42.3 years, 72.0% ISPAD members). Two-thirds of respondents initiated nephropathy and retinopathy screening per CPCG recommendations. Only half of them adhered to recommendations for neuropathy and macrovascular disease risk factors (RFs). Over 85% of respondents used the recommended screening method for nephropathy, retinopathy and macrovascular disease RFs, and only 59% for neuropathy. Lack of access to neuropathy and macrovascular diseases RF screening methods was reported by 22.2% and 11.8% of respondents, respectively. Adherence to recommended screening frequency varied: 92% for nephropathy, around two-thirds for neuropathy and macrovascular disease RFs, and only 17.7% for retinopathy. Most participants aligned their practices for treating T1D complications with CPCG recommendations, except for nephropathy. Significant differences in adherence to CPCG and individuals’ financial contributions reflected countries' income levels. Around 50% of the respondents were very familiar with the ISPAD CPCG content.
Conclusion: Our study highlights global variation in adherence to CPCG for T1D vascular complications, which is influenced by country income and healthcare disparities. It also revealed knowledge gaps among physicians on this critical topic.
DOI: 10.15468/dl.43w6ph
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies spectabilis (D.Don) Mirb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088322-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12199143
title: USE OF DIDACTIC GAMES IN TEACHING AGREEMENT IN PRIMARY SCHOOLS
DOI: 10.5281/zenodo.12199144
title: USE OF DIDACTIC GAMES IN TEACHING AGREEMENT IN PRIMARY SCHOOLS
DOI: 10.15468/dl.mqjhs3
title: Occurrence Download

description: A dataset containing 2584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Halleria lucida L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2584 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088323-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12199249
title: NEUROMARKETING AS A TOOL FOR GUARANTEEING SUSTAINABLE GROWTH ACTIVITY
DOI: 10.5281/zenodo.12199250
title: NEUROMARKETING AS A TOOL FOR GUARANTEEING SUSTAINABLE GROWTH ACTIVITY
DOI: 10.6084/m9.figshare.26075464
title: Supplementary data for article "Unveiling Leptospirosis Hotspots with Earth Observation and AI"

description: Data was used for the study "Unveiling Leptospirosis Hotspots with Earth Observation and AI".The study embarks on the spatiotemporal analysis of leptospirosis hotspot areas in Selangor using secondary data from 2011 to 2019. Point shape files were plotted based on the coordinates of case's possible source of infection. Cases were aggregated according to respective subdistrict polygon areas. Monthly Hotspot analysis was initially conducted using the Getis Ord Gi* in ArcGIS Pro software. Satellite data for monthly rainfall and LST was retrieved from the NASA Geovanni EarthData website. Monthly values (2-11-2019) for every subdistrict were extracted using ArcGIS Pro software.Data contains monthly data for 55 subdistricts in Selangor (not individually labelled) from 2011 to 2019 - (5 columns and 5940 rows)leptospirosis hotspot (H) (Yes[1] or No[0].Precipitation (P) - monthly values in millimetresLand Surface Temperature (T) - monthly values in degrees Celsius (oC)The code snippets used for machine learning data analysis are also available. Codes include three algorithms used:LGBM, 2. Random Forest, and 3. SVM
DOI: 10.5281/zenodo.6572007
title: Dataset for mansucript:  Deeper Insight into Photopolymerization: The Synergy of   Time-Resolved Non-Uniform Sampling and Diffusion NMR

description: Dataset and processing scripts used in Manuscript:


Deeper Insight into Photopolymerization: The Synergy of   Time-Resolved Non-Uniform Sampling and Diffusion NMR


Journal of the American Chemical Society, DOI: 10.1021/jacs.2c05944


The main folder contains two Jupyter Notebooks:



	
Analyze_DiffusionOnlyData.ipynb
	
Analyze_InterleavedData.ipynb



The first is used to analyze Diffusion-only analysis of photopolymerization of  N,N-bis(anthracen-9-ylmethyl)butane-1,4-diamine and dimerization of anthracene. It is used to generate Figure SI.1.


The second is used to analyze the first system using TR-NUS and TR-Diffusion dataset acquired in interleaved mode. It is used to generate Figures: 2,3,4 in main manuscript and Figure SI.3
description: MU and AM would like to thank the National Science Centre,  Poland for its support in the form of an OPUS Grant (2021/41/B/ST4/01286).

KK and TR would like to thank the  European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement No. 847413 and the international co-financed project founded from the program of the Minister of Science and Higher Education entitled "PMW" in the years 2020–2024; agreement no. 5005/H2020-MSCA-COFUND/2019/2.

RG would like to thank the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – TRR 325 – 444632635 for funding. 

FW and WS would like to thank the  Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – RTG 2620 project number 426795949 for funding.
DOI: 10.5281/zenodo.6572008
title: Dataset for mansucript:  Deeper Insight into Photopolymerization: The Synergy of   Time-Resolved Non-Uniform Sampling and Diffusion NMR

description: Dataset and processing scripts used in Manuscript:


Deeper Insight into Photopolymerization: The Synergy of   Time-Resolved Non-Uniform Sampling and Diffusion NMR


Journal of the American Chemical Society, DOI: 10.1021/jacs.2c05944


The main folder contains two Jupyter Notebooks:



	
Analyze_DiffusionOnlyData.ipynb
	
Analyze_InterleavedData.ipynb



The first is used to analyze Diffusion-only analysis of photopolymerization of  N,N-bis(anthracen-9-ylmethyl)butane-1,4-diamine and dimerization of anthracene. It is used to generate Figure SI.1.


The second is used to analyze the first system using TR-NUS and TR-Diffusion dataset acquired in interleaved mode. It is used to generate Figures: 2,3,4 in main manuscript and Figure SI.3
description: MU and AM would like to thank the National Science Centre,  Poland for its support in the form of an OPUS Grant (2021/41/B/ST4/01286).

KK and TR would like to thank the  European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement No. 847413 and the international co-financed project founded from the program of the Minister of Science and Higher Education entitled "PMW" in the years 2020–2024; agreement no. 5005/H2020-MSCA-COFUND/2019/2.

RG would like to thank the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – TRR 325 – 444632635 for funding. 

FW and WS would like to thank the  Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – RTG 2620 project number 426795949 for funding.
DOI: 10.15468/dl.et9swv
title: Occurrence Download

description: A dataset containing 5874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abies sibirica Ledeb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5874 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088324-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7ez39
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Linaria triphylla (L.) Mill.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 579 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088325-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdqfsz
title: Occurrence Download

description: A dataset containing 4496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Pionites leucogaster (Kuhl, 1820)"
 ]
}

 The dataset includes 4496 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088326-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7764052
title: Dataset for: CAT on MOUSE: Control and Automation of Temperature for Single-Sided NMR Instruments such as NMR-MOUSE

description: Dataset for manuscript: CAT on MOUSE: Control and Automation of Temperature for Single-Sided NMR Instruments such as NMR-MOUSE ProcessAll.ipynb is a jupyter notebook that recreates Figures 2 and 3 from manuscript using raw data.
description: Financial support from the European Research Council (Project number 772110), Marie Sklodowska-Curie Actions (grant no. 896824), Academy of Finland ( grant nos. 321701 and 340099), National Science Centre, Poland (grant no. 2021/41/B/ST4/01286), the University of Oulu (Kvantum Institute) and the KAUTE Foundation is gratefully acknowledged. Part of the work was carried out with the support of the Centre for Material Analysis, University of Oulu, Finland
DOI: 10.15468/dl.bu3rxp
title: Occurrence Download

description: A dataset containing 1296743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-04-27",
 "EventDate is less than or equal to 2024-05-27",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1296743 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088309-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12199333
title: IPAKCHILIK SOHASINING RESPUBLIKAMIZDA VA ДUNYO MIQYOSIDAGI AHAMIYATI
DOI: 10.5281/zenodo.12199334
title: IPAKCHILIK SOHASINING RESPUBLIKAMIZDA VA ДUNYO MIQYOSIDAGI AHAMIYATI
DOI: 10.15468/dl.27f3xk
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaenostoma floribundum Benth.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 442 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088328-240506114902167/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.26075464.v1
title: Supplementary data for article "Unveiling Leptospirosis Hotspots with Earth Observation and AI"

description: Data was used for the study "Unveiling Leptospirosis Hotspots with Earth Observation and AI".The study embarks on the spatiotemporal analysis of leptospirosis hotspot areas in Selangor using secondary data from 2011 to 2019. Point shape files were plotted based on the coordinates of case's possible source of infection. Cases were aggregated according to respective subdistrict polygon areas. Monthly Hotspot analysis was initially conducted using the Getis Ord Gi* in ArcGIS Pro software. Satellite data for monthly rainfall and LST was retrieved from the NASA Geovanni EarthData website. Monthly values (2-11-2019) for every subdistrict were extracted using ArcGIS Pro software.Data contains monthly data for 55 subdistricts in Selangor (not individually labelled) from 2011 to 2019 - (5 columns and 5940 rows)leptospirosis hotspot (H) (Yes[1] or No[0].Precipitation (P) - monthly values in millimetresLand Surface Temperature (T) - monthly values in degrees Celsius (oC)The code snippets used for machine learning data analysis are also available. Codes include three algorithms used:LGBM, 2. Random Forest, and 3. SVM
DOI: 10.15468/dl.bs7rts
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia elongata (Rehder & E.H.Wilson) Rehder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tccenc
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Limnanthes douglasii subsp. sulphurea (C.T.Mason) C.T.Mason)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066788-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvf4jr
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Observation)",
 "Country is one of (Nepal, India, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Nanorana vicina (Stoliczka, 1872), Nanorana minica (Dubois, 1975), Nanorana parkeri (Stejneger, 1927), Nanorana blanfordii (Boulenger, 1882), Nanorana polunini (Smith, 1951), Nanorana annandalii (Boulenger, 1920), Nanorana liebigii (Günther, 1860))"
 ]
}

 The dataset includes 524 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252535-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48579/pro/nhagln
title: plant MAcrofossils Reference Collection - ISEM (MARC-ISEM)

description: A collection of reference material collected from Botanical Gardens and in the field from 2002 onwards.
DOI: 10.48579/pro/nhagln/2vqedv
title: MARC-ISEM_v120_elements.pdf

description: :unav
DOI: 10.15468/dl.qeh7g4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia euphlebia Merr. ex Sealy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263236-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b27v5f
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2006",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 104 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252538-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbb3qr
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia flavida Hung T.Chang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263237-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juwrge
title: Occurrence Download

description: A dataset containing 1493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Regulus regulus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Norway",
 "DatasetKey is Norwegian Species Observation Service",
 "Year is 2006",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1493 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252541-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.