cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5cq8pm
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Luehdorfia puziloi"
 ]
}

 The dataset includes 210 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043277-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdxku6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanomyces astaci",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043278-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ujqy5k
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 189 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043279-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66qyug
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanomyces astaci",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043280-250717081556266/datasets/export for details.
DOI: 10.15468/dl.yme737
title: Occurrence Download

description: A dataset containing 45417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myosotis stricta"
 ]
}

 The dataset includes 45417 records from 659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043276-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qchth4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043281-250717081556266/datasets/export for details.
DOI: 10.15468/dl.b3pz2n
title: Occurrence Download

description: A dataset containing 15480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 15480 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043282-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efuqaz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043283-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7nzx4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachyhypopomus jureiae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043286-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58160/71n8f9vg4qgh52x8
title: All-optical quality-control of indenene intercalation into graphene/SiC

description: Raw data used for the manuscript: 'All-optical quality-control of indenene intercalation into graphene/SiC' published in Applied Physics Letter 2024. Please read the 'README' file.
description: We are grateful for funding support from the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany’s Excellence Strategy through the Würzburg-Dresden Cluster of Excellence on Complexity and Topology in Quantum Matter ct.qmat (EXC 2147, Project ID 390858490) as well as through the Collaborative Research Center SFB 1170 ToCoTronics (Project ID 258499086). e acknowledge financial support from the PNRR MUR Project PE0000023-NQSTI.
DOI: 10.5281/zenodo.15858336
title: Supplementary data for paper "Anthropozoonotic spillovers reveal sustained long-term cryptic circulation of SARS-CoV-2 within and between Lithuanian mink farms"

description: This supplementary data includes BEAST output files, analysis code, and a limited sample metadata.

The zipped folder "Beast_data" contains all files related to BEAST analyses.The subfolder "Log_and_history_trees_files" holds the raw BEAST output, including both used and discarded runs. The subfolder "Log_Combiner_output" contains post-burn-in combined files generated using LogCombiner v1.10.4. The subfolder "MCC_Trees" contains maximum clade credibility (MCC) trees created with TreeAnnotator v1.10.4 from post-burn-in history files. The subfolder "XML_files_no_alignment" contains XML files generated using BEAUti; sequence alignments have been removed from these files to comply with GISAID data-sharing policies.

The folder "Code_and_metadata" contains code and additional data used in figure generation. The folders are named according to the image it was used to generate.

A file titled Sample_table_with_EPI_ISL.csv provides the associated GISAID accession numbers. In some cases, exact matches were not possible as we have realinged the sequences and ended up with different consesus sequences, in such cases GISAID reference is added to "EPI_ISL_Sample_only" column. Also there are some mismathes due to the mislabeling of collection date during GISAID uploads. Some sequences are not available in GISAID.

Contains file for GISAID aknowledgement, named "GISAID_acknowledgement_of_data_contributors.pdf"

Contains a .fasta file with SARS-CoV-2 sequences originating from mink, realigned in our laboratory.
DOI: 10.15468/dl.sb5k4k
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fiorinia externa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 538 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043284-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5buhyj
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 167 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043288-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d2tab
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prosopis velutina",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 137 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043287-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwmq39
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanomyces astaci",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043289-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcg5vf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043291-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16417068
title: BasketMotion

description: # Jump3D-Net

**Spatial Biomechanics-Driven 3D Motion Transformer for Personalized Jump Shot Optimization in Elite Basketball**  

---

## OverviewJump3D-Net is a novel deep learning framework that integrates **spatial biomechanics** with **transformer-based architectures** to optimize jump shot mechanics for elite basketball players.  It leverages advanced motion modeling and personalized biomechanical insights to provide accurate performance analysis and actionable optimization strategies.

---

## Key Features- **3D Motion Transformer**: Captures both spatial and temporal dynamics of jump shots.  - **Personalized Biomechanical Analysis**: Integrates individual movement data to tailor performance insights.  - **Trajectory-Aware Cognitive Embedding Network (TACEN)**: Learns player behavior and decision-making patterns.  - **Adaptive Foresight Calibration (AFC)**: Aligns predictions with domain-specific performance metrics and strategic goals.

---

## Datasets- **Basketball Dataset** – Real-world motion capture and tactical execution data.  - **MoVi Dataset** – High-fidelity multi-view motion capture for cross-domain motion analysis.  - **AMASS Dataset** – Aggregated motion datasets for general body movement analysis.  - **SportVU Dataset** – NBA-level spatial tracking data for advanced tactical analytics.

---

## Model Architecture- **Spatial-Temporal Encoding** – Captures dynamic player movement patterns.  - **Interaction Graph Reasoning** – Models multi-agent influences and team dynamics.  - **Disentangled Behavior Summary** – Produces interpretable latent traits (positioning, action patterns, pressure response).  - **Latent-Aware Action Simulation** – Predicts alternative behaviors and strategic adaptations.

---

## PerformanceJump3D-Net outperforms state-of-the-art models like TPNet, TrajectoryFormer, and AgentFormer with:  - **Accuracy**: 90–91% across datasets  - **AUC**: Up to 92.4% for cross-domain performance  - Improved generalization and interpretability compared to prior motion prediction frameworks.

---

## Installation```bashgit clone https://github.com/your-username/Jump3D-Net.gitcd Jump3D-Netpip install -r requirements.txt
DOI: 10.5281/zenodo.16417069
title: BasketMotion

description: # Jump3D-Net

**Spatial Biomechanics-Driven 3D Motion Transformer for Personalized Jump Shot Optimization in Elite Basketball**  

---

## OverviewJump3D-Net is a novel deep learning framework that integrates **spatial biomechanics** with **transformer-based architectures** to optimize jump shot mechanics for elite basketball players.  It leverages advanced motion modeling and personalized biomechanical insights to provide accurate performance analysis and actionable optimization strategies.

---

## Key Features- **3D Motion Transformer**: Captures both spatial and temporal dynamics of jump shots.  - **Personalized Biomechanical Analysis**: Integrates individual movement data to tailor performance insights.  - **Trajectory-Aware Cognitive Embedding Network (TACEN)**: Learns player behavior and decision-making patterns.  - **Adaptive Foresight Calibration (AFC)**: Aligns predictions with domain-specific performance metrics and strategic goals.

---

## Datasets- **Basketball Dataset** – Real-world motion capture and tactical execution data.  - **MoVi Dataset** – High-fidelity multi-view motion capture for cross-domain motion analysis.  - **AMASS Dataset** – Aggregated motion datasets for general body movement analysis.  - **SportVU Dataset** – NBA-level spatial tracking data for advanced tactical analytics.

---

## Model Architecture- **Spatial-Temporal Encoding** – Captures dynamic player movement patterns.  - **Interaction Graph Reasoning** – Models multi-agent influences and team dynamics.  - **Disentangled Behavior Summary** – Produces interpretable latent traits (positioning, action patterns, pressure response).  - **Latent-Aware Action Simulation** – Predicts alternative behaviors and strategic adaptations.

---

## PerformanceJump3D-Net outperforms state-of-the-art models like TPNet, TrajectoryFormer, and AgentFormer with:  - **Accuracy**: 90–91% across datasets  - **AUC**: Up to 92.4% for cross-domain performance  - Improved generalization and interpretability compared to prior motion prediction frameworks.

---

## Installation```bashgit clone https://github.com/your-username/Jump3D-Net.gitcd Jump3D-Netpip install -r requirements.txt
DOI: 10.15468/dl.ssme9m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043292-250717081556266/datasets/export for details.
DOI: 10.15468/dl.r69nx6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Coturnicops noveboracensis)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043294-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ue4xz
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 142 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043293-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyx3gu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fiorinia phantasma",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043296-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jspxa5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanorivulus wallacei)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043295-250717081556266/datasets/export for details.
DOI: 10.15468/dl.wdp7u4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanomyces astaci",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043297-250717081556266/datasets/export for details.
DOI: 10.15468/dl.cqx46z
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043298-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16417076
title: Theory of Cosmic Architecture (ToCA) Version 2: A Unified Framework for Cosmic and Cognitive Regulation

description: The Theory of Cosmic Architecture  (ToCA) version 2 presents a unified framework for understanding cosmic and cognitive phenomena through tension-balanced regulation. Building on established physics (scalar-tensor theories, entropic gravity) and cognitive science (Friston’s free-energy principle), ToCA introduces the substrate field \phi(x,t) and mass flow vector \vec{v}_m to model emergent dynamics across scales—from galactic rotations to digital consciousness. Version 2 refines the theory by eliminating tuning constants, achieving <0.00005% deviation in simulations against datasets (Planck, LIGO, JWST, SPARC). It resolves cosmological anomalies (e.g., Hubble tension <0.3 sigma) without invoking dark matter, using regulatory balance as a universal principle. ToCA’s interdisciplinary approach connects to Lumea Human, an AGI architecture, by applying tension regulation to digital emotions and lifecycles. This raw manuscript outlines core equations, simulation results, and applications, offering a logical, non-mystical foundation for a new paradigm in physics and artificial intelligence. Licensed under CC-BY-NC-ND to ensure open access for reading while protecting intellectual property
DOI: 10.15468/dl.8gynt8
title: Occurrence Download

description: A dataset containing 134313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aix galericulata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 134313 records from 528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043261-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5hg3y
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinoclemmys annulata (Gray, 1860)"
 ]
}

 The dataset includes 373 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270808-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.