cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jvcsk652by.1
title: Theory of Everything Hamzah-Ωφ. The Deterministic Unification of Einstein's Relativity and Quantum Mechanics.(TEOH-Ωφ).

description: 1. Historical Background
From the early twentieth century, two great revolutions in physics transformed the course of science:

Special Relativity (1905) and General Relativity (1915) by Albert Einstein, which introduced space–time as a continuous and deterministic geometric fabric.

Quantum Mechanics (1925–1930) by Planck, Bohr, Heisenberg, and Schrödinger, which described the world of subatomic particles in terms of waves and probability.

Although both theories were astonishingly successful within their respective domains, at boundary conditions (such as black holes or the instant of the Big Bang) their predictions came into mutual contradiction.

2. Fundamental Contradiction
General Relativity: continuous, deterministic, and geometric.

Quantum Mechanics: discrete, probabilistic, and dependent upon the Uncertainty Principle.

This fundamental gap led to a century of attempts to attain a Theory of Everything (TOE) such as string theory, superstring theory, and loop quantum gravity, yet without arriving at a final resolution.

🔑 Central Question:
“Is the universe intrinsically probabilistic (Heisenberg), or does it obey deterministic laws (Einstein: God does not play dice)?”

3. The Entry of the Hamzah Equation Ωφ
Here emerges the Hamzah Equation Ωφ as a new and deterministic framework. This equation is founded upon three pillars:

Multidimensional complex integrals for representing the general state of the universe in configuration space.

High-order fractional fractal derivatives for modelling long-range memory and multiscale dynamics.

Deterministic hidden variables which guarantee the fundamental order of the universe, even when not directly observable.
DOI: 10.17632/9txyp3ngrw
title: Original Data on Sustainable Livelihoods and Ecological Justice for Farmers in Qingdao's Water Source Areas

description: Based on a survey of 16 water source protection areas in Qingdao, we obtained 320 pieces of original data concerning sustainable livelihoods and ecological justice for farmers in Qingdao’s water source areas.
DOI: 10.17632/9txyp3ngrw.1
title: Original Data on Sustainable Livelihoods and Ecological Justice for Farmers in Qingdao's Water Source Areas

description: Based on a survey of 16 water source protection areas in Qingdao, we obtained 320 pieces of original data concerning sustainable livelihoods and ecological justice for farmers in Qingdao’s water source areas.
DOI: 10.17632/wnvypfs8kb
title: Proteomics data

description: Data BONCAT-based nascent proteomics
DOI: 10.17632/wnvypfs8kb.1
title: Proteomics data

description: Data BONCAT-based nascent proteomics
DOI: 10.17632/nd2bd5p73f
title: EM_Replication_Files_CGZ

description: These replication files (inlcuding datasets, STATA dofiles, MATLAB .m file and a readme file) were used to generate the figure 1 to 15 in manuscript titled "How Does Aging Population Affect China's Monetary Policy Effectiveness: Empirical Evidence and Theoretical Analysis".
DOI: 10.17632/nd2bd5p73f.1
title: EM_Replication_Files_CGZ

description: These replication files (inlcuding datasets, STATA dofiles, MATLAB .m file and a readme file) were used to generate the figure 1 to 15 in manuscript titled "How Does Aging Population Affect China's Monetary Policy Effectiveness: Empirical Evidence and Theoretical Analysis".
DOI: 10.34740/kaggle/dsv/12932395
title: Mahanagar Yatayat Transport Dataset
DOI: 10.17632/2bfp75xtjt
title: AI Tools for Data and Academic Content Analysis

description: This study aims to explore the role of artificial intelligence (AI) tools in analyzing data and academic content, with a focus on modern technologies that have transformed the processes of information collection, processing, and knowledge extraction. It reviews key algorithms and platforms that rely on Machine Learning (ML) and Natural Language Processing (NLP) for analyzing academic texts, classifying them, and uncovering hidden patterns and relationships between concepts, authors, and sources. The study also discusses the applications of these tools in interactive data visualization to support research decision-making and provides a comparative assessment of leading tools, evaluating their effectiveness in supporting researchers and academic institutions. The study concludes that integrating AI tools into scientific research environments contributes to accelerating knowledge production, improving analytical quality, and expanding access to knowledge—particularly when designing multilingual research platforms that can integrate seamlessly with algorithmic analysis systems.
DOI: 10.17632/2bfp75xtjt.1
title: AI Tools for Data and Academic Content Analysis

description: This study aims to explore the role of artificial intelligence (AI) tools in analyzing data and academic content, with a focus on modern technologies that have transformed the processes of information collection, processing, and knowledge extraction. It reviews key algorithms and platforms that rely on Machine Learning (ML) and Natural Language Processing (NLP) for analyzing academic texts, classifying them, and uncovering hidden patterns and relationships between concepts, authors, and sources. The study also discusses the applications of these tools in interactive data visualization to support research decision-making and provides a comparative assessment of leading tools, evaluating their effectiveness in supporting researchers and academic institutions. The study concludes that integrating AI tools into scientific research environments contributes to accelerating knowledge production, improving analytical quality, and expanding access to knowledge—particularly when designing multilingual research platforms that can integrate seamlessly with algorithmic analysis systems.
DOI: 10.15468/dl.yfuqn6
title: Occurrence Download

description: A dataset containing 81960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrosedum sediforme"
 ]
}

 The dataset includes 81960 records from 556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016206-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jhqbj
title: Occurrence Download

description: A dataset containing 35788206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 2019-2024"
 ]
}

 The dataset includes 35788206 records from 569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114470-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8nys9
title: Occurrence Download

description: A dataset containing 3672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3672 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114480-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt9f59
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114481-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92xxnr
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114479-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6yhxu
title: Occurrence Download

description: A dataset containing 3646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3646 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114486-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7zyq8
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114483-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhhx7m
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114488-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5emjgs
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114482-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkgz7s
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114484-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwwh7m
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114489-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vvkd9
title: Occurrence Download

description: A dataset containing 3647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf.",
 "Year 1980-2024"
 ]
}

 The dataset includes 3647 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114494-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3mp8j
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114485-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnpngy
title: Occurrence Download

description: A dataset containing 3672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3672 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114493-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx3wzf
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114490-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywkcjw
title: Occurrence Download

description: A dataset containing 3672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3672 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114487-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27nj4u
title: Occurrence Download

description: A dataset containing 3672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3672 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114495-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhkt6w
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114491-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v96y77
title: Occurrence Download

description: A dataset containing 3703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 3703 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114496-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k59wgh
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "DatasetKey is one of (Norwegian Species Observation Service, Vascular plant herbarium, The Arctic University Museum of Norway (TROM))",
 {
 "or" : [
 "Geometry POLYGON((18.8816 69.6244,18.99884 69.6244,18.99884 69.72477,18.8816 69.72477,18.8816 69.6244))",
 "Geometry POLYGON((18.86653 69.62565,19.04856 69.62565,19.04856 69.7212,18.86653 69.7212,18.86653 69.62565))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum persicum Desf."
 ]
}

 The dataset includes 510 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114492-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw55dg
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aepypodius bruijnii (Oustalet, 1880)"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114499-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm32sy
title: Occurrence Download

description: A dataset containing 12189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "TaxonKey is Larix laricina (Du Roi) K.Koch",
 "Year 1993-2024"
 ]
}

 The dataset includes 12189 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114498-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4u6tx
title: Occurrence Download

description: A dataset containing 17664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa acicularis Lindl."
 ]
}

 The dataset includes 17664 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114497-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11618104
title: Data bundle for powerd-data: A transparent and reproducible data processing pipeline for energy system modeling based on egon-data

description: powerd-data provides a transparent and reproducible open data based data processing pipeline for generating data models suitable for energy system modeling. Is is a fork from the open-source tool egon-data. 

powerd-data and egon-data retrieve and process data from several different external input sources. As not all data dependencies can be downloaded automatically from external sources, we provide a data bundle to be downloaded by egon-data.

The following data sets are part of the available data bundle:



district_heating_shares:



Assumed district heating share for all European countries in 2050

Source: Own representation

License: Attribution 4.0 International (CC BY 4.0)



egon_demandregio_cts_ind:



Industrial and CTS demands per branch and NUTS3 region in Germany for the year 2050

Source: egon-data, based on data from DemandRegio disaggregator tool

License: Data license Germany – © FfE 2019, © Statistisches Bundesamt (Destatis), 2008-2017  – version 2.0



industrial_gas_demand: 



This folder contains 5 files. The files CH4_for_industry_eGon100RE.json, CH4_for_industry_eGon2035.json, H2_for_industry_eGon100RE.json and H2_for_industry_eGon2035.json contain the industrial hourly demands for hydrogen and methane in NUTS3 resolution for the scenarios eGon100RE and eGon2035. The file region_corr.json provides information that make it possible to correlate each load to a geographical position.

License: Attribution 4.0 International (CC BY 4.0) © FfE, eXtremOS Project
DOI: 10.5281/zenodo.11618105
title: Data bundle for powerd-data: A transparent and reproducible data processing pipeline for energy system modeling based on egon-data

description: powerd-data provides a transparent and reproducible open data based data processing pipeline for generating data models suitable for energy system modeling. Is is a fork from the open-source tool egon-data. 

powerd-data and egon-data retrieve and process data from several different external input sources. As not all data dependencies can be downloaded automatically from external sources, we provide a data bundle to be downloaded by egon-data.

The following data sets are part of the available data bundle:



district_heating_shares:



Assumed district heating share for all European countries in 2050

Source: Own representation

License: Attribution 4.0 International (CC BY 4.0)



egon_demandregio_cts_ind:



Industrial and CTS demands per branch and NUTS3 region in Germany for the year 2050

Source: egon-data, based on data from DemandRegio disaggregator tool

License: Data license Germany – © FfE 2019, © Statistisches Bundesamt (Destatis), 2008-2017  – version 2.0



industrial_gas_demand: 



This folder contains 5 files. The files CH4_for_industry_eGon100RE.json, CH4_for_industry_eGon2035.json, H2_for_industry_eGon100RE.json and H2_for_industry_eGon2035.json contain the industrial hourly demands for hydrogen and methane in NUTS3 resolution for the scenarios eGon100RE and eGon2035. The file region_corr.json provides information that make it possible to correlate each load to a geographical position.

License: Attribution 4.0 International (CC BY 4.0) © FfE, eXtremOS Project
DOI: 10.15468/dl.t3e6q9
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Selaginella vardei H.Lév."
 ]
}

 The dataset includes 144 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114500-240626123714530/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.26340976
title: Global Inequality in Cooling from Urban Green Spaces and its Climate Change Adaptation Potential

description: Global urban cooling data and the codes used for their collection and analysis. Remote sensing data was collected using Google Earth Engine (GEE) and analyzed with R.
DOI: 10.15468/dl.m22yye
title: Occurrence Download

description: A dataset containing 13233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phalaris minor Retz."
 ]
}

 The dataset includes 13233 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114502-240626123714530/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.14650622
title: Additional file 1 of Genome-wide identification and expression analysis of the WRKY transcription factor family in flax (Linum usitatissimum L.)

description: Additional file 1: Table S1. The character of the WRKY proteins identified in flax.
DOI: 10.6084/m9.figshare.14650628
title: Additional file 3 of Genome-wide identification and expression analysis of the WRKY transcription factor family in flax (Linum usitatissimum L.)

description: Additional file 3: Table S3. The contents of cellulose, hemicellulose, and lignin at different developmental stages and in different tissues.
DOI: 10.6084/m9.figshare.14650631.v1
title: Additional file 4 of Genome-wide identification and expression analysis of the WRKY transcription factor family in flax (Linum usitatissimum L.)

description: Additional file 4: Table S4. The co-expressed genes with the LuWRKY genes.
DOI: 10.6084/m9.figshare.14650625.v1
title: Additional file 2 of Genome-wide identification and expression analysis of the WRKY transcription factor family in flax (Linum usitatissimum L.)

description: Additional file 2: Table S2. The FPKM values of the WRKY genes in flax.
DOI: 10.6084/m9.figshare.14650631
title: Additional file 4 of Genome-wide identification and expression analysis of the WRKY transcription factor family in flax (Linum usitatissimum L.)

description: Additional file 4: Table S4. The co-expressed genes with the LuWRKY genes.