cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.za6nwm
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 (Ciconia nigra)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043792-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.12728294.v3
title: <b><i>South African Computer Journal </i></b><b><i>(1979 – 2023)</i></b>

description: This single journal study aims to provide an overview of the history and development of the <i>South African Computer Journal</i> (formerly <i>Quaestiones Informaticae</i>) over the 45 years from 1979 to 2023 ) alongside a bibliometric and altmetric analysis covering the 45 years from 1979 to 2023. Google Scholar was selected as the source of citation data, while Mendeley readership counts served as an alternative metric indicator. A total of 768 papers were analysed to assess annual article output, author productivity, authorship patterns and collaboration trends. The average number of articles published per year was 17. The journal exhibits a clear shift from single authorship to multi-authorship, with co-authored papers increasing from 22% (1979 to 1989) to 70% (1990 to 2023). Of the 768 articles, 60% had Google Scholar citations, while 40% remained uncited. The average number of Google Scholar citations per paper was 8.3 (1979 to 2023). From 1990 to 2023, 55% of papers had Mendeley readers compared to 60% with Google Scholar citations. The most productive authors were P. Kotze, D.G. Kourie, M.S. Olivier and I. Sanders.<br>
DOI: 10.15468/dl.72thvs
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 481 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043794-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8f3kt
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043793-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5w4ab
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amazilia violiceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 765 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043795-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6v733
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astroblepus whymperi)",
 "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/0043796-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16417523
title: Effects of water color on underwater irradiance and consequences for photosynthetic pigments of primary producers in boreal lakes

description: Data included in the article "Effects of water color on underwater irradiance and consequences for photosynthetic pigments of primary producers in boreal lakes" by Horppila, J., Lenard, T., Nurminen, L., Rajala, S., Sainio, K., & Estlander, S.
DOI: 10.5281/zenodo.16417524
title: Effects of water color on underwater irradiance and consequences for photosynthetic pigments of primary producers in boreal lakes

description: Data included in the article "Effects of water color on underwater irradiance and consequences for photosynthetic pigments of primary producers in boreal lakes" by Horppila, J., Lenard, T., Nurminen, L., Rajala, S., Sainio, K., & Estlander, S.
DOI: 10.25442/hku.29551994
title: Supporting data for "From Commodities to Innovation: Armenia’s Transition to an IP-supported Innovation-Driven Economy"

description: This metadata record pertains to a qualitative research study investigating stakeholder perspectives on innovation systems and knowledge economy development in the context of economic transformation. The dataset draws on anonymized interview data collected from policy, academic, and sectoral experts through online (real-time) and email interviews. All transcripts were anonymized in accordance with the consent form, which required the removal of personally identifying information from the raw data. Identification in published research outputs was optional and based on each participant’s explicit preference. While full transcripts are not publicly available, analyzed excerpts may appear in academic outputs.<br>The interview transcripts were analyzed using thematic analysis, guided by questions exploring institutional roles, inter-sectoral collaboration, innovation-driven development strategies, and associated challenges. Ethical approval for data collection was granted by the Human Research Ethics Committee of the University of Hong Kong. Participants were fully informed of their rights, including options for anonymity and withdrawal. All raw data are securely stored and are not publicly accessible.
DOI: 10.25442/hku.29551994.v1
title: Supporting data for "From Commodities to Innovation: Armenia’s Transition to an IP-supported Innovation-Driven Economy"

description: This metadata record pertains to a qualitative research study investigating stakeholder perspectives on innovation systems and knowledge economy development in the context of economic transformation. The dataset draws on anonymized interview data collected from policy, academic, and sectoral experts through online (real-time) and email interviews. All transcripts were anonymized in accordance with the consent form, which required the removal of personally identifying information from the raw data. Identification in published research outputs was optional and based on each participant’s explicit preference. While full transcripts are not publicly available, analyzed excerpts may appear in academic outputs.<br>The interview transcripts were analyzed using thematic analysis, guided by questions exploring institutional roles, inter-sectoral collaboration, innovation-driven development strategies, and associated challenges. Ethical approval for data collection was granted by the Human Research Ethics Committee of the University of Hong Kong. Participants were fully informed of their rights, including options for anonymity and withdrawal. All raw data are securely stored and are not publicly accessible.
DOI: 10.15468/dl.dac5cs
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca subalpina",
 "MediaType is Image"
 ]
}

 The dataset includes 350 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043799-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.983130
title: End member analysis of grain size distributions, sortable silt and geochemical data from a 2.68 m sediment core (GC-02) collected from the eastern Arabian Sea during 2010, over the past ⁓50,000 years

description: This dataset presents end member analysis of grain size distribution, sortable silt and geochemical data derived from a 2.68-meter-long sediment core (Core ID: GC-02), retrieved from the continental slope off Goa, eastern Arabian Sea (15.9947° N, 71.9994° E; water depth: 1850 m) during a sampling campaign in 2010. The core spans approximately the last 50,000 years (Late Quaternary), as determined by an age model based on accelerator mass spectrometry (AMS) radiocarbon dating and Bayesian age-depth modelling. The measurements were conducted at 1–2 cm resolution using a laser diffraction particle size analyzer. The dataset includes five end member loadings (EM1–EM5) extracted through End Member Analysis (EMA) using the AnalySize package in MATLAB and sortable silt. Major and trace element concentrations were determined to calculate elemental ratios such as La/Sc, Sc/Th, and Co/Th. These ratios are included in the dataset to support investigations of sediment provenance and source rock composition. The data were collected to document temporal variations in sediment texture and composition on centennial- to millennial-scale timescales in the eastern Arabian Sea. The dataset is intended to support further research on sediment transport processes, provenance discrimination, and Late Quaternary environmental reconstructions.
DOI: 10.34740/kaggle/dsv/12572062
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dgq7zx
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Linaria japonica"
 ]
}

 The dataset includes 98 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043801-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7pdjq
title: Occurrence Download

description: A dataset containing 13485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca melanocephala",
 "MediaType is Image"
 ]
}

 The dataset includes 13485 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043798-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gb2kn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043800-250717081556266/datasets/export for details.
DOI: 10.25442/hku.29538893
title: Supporting data for "Preclinical Evaluation of Macrophage-Targeted Therapies in Esophageal Squamous Cell Carcinoma Using PatientDerived Organoid Xenograft Models"

description: All the data from my PhD were uploaded here including a readme file, which includes a full description on the Description on the project:Esophageal squamous cell carcinoma (ESCC) carries a poor prognosis and is frequently complicated by cancer cachexia. Suitable pre-clinical models that capture both tumor biology and systemic wasting are limited.Overall, the study delivers a comprehensive pre-clinical framework, spanning PDOX model development, cachexia modelling, and macrophage-targeted therapy, that (i) faithfully recapitulates ESCC and its cachexia, (ii) demonstrates that CSF1R blockade or PPAR-γ activation mitigates wasting, (iii) shows that DAC augments myeloid depletion and, in combination with PLX3397, achieves synergistic tumor control, and (iv) defines functional TAM subsets as therapeutic targets. These findings support dual TAM-targeted strategies to simultaneously alleviate cachexia and improve tumor control in ESCC.
DOI: 10.25442/hku.29538893.v1
title: Supporting data for "Preclinical Evaluation of Macrophage-Targeted Therapies in Esophageal Squamous Cell Carcinoma Using PatientDerived Organoid Xenograft Models"

description: All the data from my PhD were uploaded here including a readme file, which includes a full description on the Description on the project:Esophageal squamous cell carcinoma (ESCC) carries a poor prognosis and is frequently complicated by cancer cachexia. Suitable pre-clinical models that capture both tumor biology and systemic wasting are limited.Overall, the study delivers a comprehensive pre-clinical framework, spanning PDOX model development, cachexia modelling, and macrophage-targeted therapy, that (i) faithfully recapitulates ESCC and its cachexia, (ii) demonstrates that CSF1R blockade or PPAR-γ activation mitigates wasting, (iii) shows that DAC augments myeloid depletion and, in combination with PLX3397, achieves synergistic tumor control, and (iv) defines functional TAM subsets as therapeutic targets. These findings support dual TAM-targeted strategies to simultaneously alleviate cachexia and improve tumor control in ESCC.
DOI: 10.15468/dl.7aandy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043802-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqbe24
title: Occurrence Download

description: A dataset containing 2560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca undata",
 "MediaType is Image"
 ]
}

 The dataset includes 2560 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043803-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na9v28
title: Occurrence Download

description: A dataset containing 964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 964 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043804-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgz8t5
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Truncatella subcylindrica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043805-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bra3mf
title: Occurrence Download

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

 The dataset includes 142 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043809-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy5kg2
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aster spathulifolius"
 ]
}

 The dataset includes 532 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043806-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16417570
title: basketball-multiagent-hips

description: # Performance Optimization of Multi-Agent Cooperative Algorithms in Basketball Tactical Simulation

## OverviewThis repository implements the research described in the paper **"Performance Optimization of Multi-Agent Cooperative Algorithms in Basketball Offensive and Defensive Tactics Simulation"**.  The core focus is the development of **Hierarchical Policy Synchronization (HiPS)** within a **Cooperative Decision-Making Network (CDMN)** framework to optimize multi-agent cooperation in basketball tactical simulations.

## Key Features- **Hierarchical Policy Synchronization (HiPS)** for scalable multi-agent coordination.  - **Cooperative Decision-Making Network (CDMN)** with:    - Structured Global-Local Policy Learning    - Robust Communication and Coordination    - Adaptation to Dynamic Agent Populations  - Improved convergence speed, scalability, and cooperation efficiency.  - Benchmarked against state-of-the-art methods (SlowFast, TimeSformer, VideoMAE, etc.) with superior performance results (e.g., **91.76% accuracy** on NSVA dataset).  - Includes **Resilient Learning & Exploration module** for fault-tolerant learning under partial synchronization.

## Results SummaryAccording to the paper:  - Achieved **23% improvement in coordinated success rate** and **17% reduction in reaction time** compared to baselines.  - Outperformed SOTA methods across multiple datasets (NSVA, Video-MME, Aesthetic Visual Analysis, OpenSpiel).  - Ablation studies confirm the importance of each component (Structured Policy Learning, Communication, Hierarchical Group Coordination).

## Repository Structure
DOI: 10.5281/zenodo.16417571
title: basketball-multiagent-hips

description: # Performance Optimization of Multi-Agent Cooperative Algorithms in Basketball Tactical Simulation

## OverviewThis repository implements the research described in the paper **"Performance Optimization of Multi-Agent Cooperative Algorithms in Basketball Offensive and Defensive Tactics Simulation"**.  The core focus is the development of **Hierarchical Policy Synchronization (HiPS)** within a **Cooperative Decision-Making Network (CDMN)** framework to optimize multi-agent cooperation in basketball tactical simulations.

## Key Features- **Hierarchical Policy Synchronization (HiPS)** for scalable multi-agent coordination.  - **Cooperative Decision-Making Network (CDMN)** with:    - Structured Global-Local Policy Learning    - Robust Communication and Coordination    - Adaptation to Dynamic Agent Populations  - Improved convergence speed, scalability, and cooperation efficiency.  - Benchmarked against state-of-the-art methods (SlowFast, TimeSformer, VideoMAE, etc.) with superior performance results (e.g., **91.76% accuracy** on NSVA dataset).  - Includes **Resilient Learning & Exploration module** for fault-tolerant learning under partial synchronization.

## Results SummaryAccording to the paper:  - Achieved **23% improvement in coordinated success rate** and **17% reduction in reaction time** compared to baselines.  - Outperformed SOTA methods across multiple datasets (NSVA, Video-MME, Aesthetic Visual Analysis, OpenSpiel).  - Ablation studies confirm the importance of each component (Structured Policy Learning, Communication, Hierarchical Group Coordination).

## Repository Structure
DOI: 10.15468/dl.pemmwr
title: Occurrence Download

description: A dataset containing 4489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus retroflexus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4489 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043810-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96vty2
title: Occurrence Download

description: A dataset containing 606975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Iris pseudacorus"
 ]
}

 The dataset includes 606975 records from 2400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043674-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy695g
title: Occurrence Download

description: A dataset containing 19481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Castanopsis (D.Don) Spach"
 ]
}

 The dataset includes 19481 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006949-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/h95-pd8-hmr
title: Trochidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4kh-6bw-gy9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3k-m1r-rcw
title: Cochlostoma Jan, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6kmfjk
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Oceania, Asia)",
 "TaxonKey is Aristolochia tagala"
 ]
}

 The dataset includes 668 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008364-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xev-axe-5yv
title: Gari fervensis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wec-m6d-jh9
title: Littorinidae Children, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g34-5zk-8be
title: Arcopella balaustina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n94-nez-cey
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbs-33n-wzg
title: Helicinidae A. Férussac, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.