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

description: A dataset containing 7446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus gorbuscha",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7446 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030983-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c59g5gs61
title: MassIVE MSV000098909 - Label free proteomics in M.smegmatis upon exposure to sub-inhibitory concentration of antibiotics-Norflaxacin_15hours
title: Differential expression analysis of total proteome upon norfloxacin treatment in M.smegmatis at 15 hours
DOI: 10.5281/zenodo.15723382
title: The data for "The dark matter content of Milky Way dwarf spheroidal galaxies: Draco, Sextans and Ursa Minor"

description: Supplementary material to DESI's publication 'The dark matter content of Milky Way dwarf spheroidal galaxies: Draco, Sextans and Ursa Minor'.

All data points for the figures are provided in corresonding csv files.

In Fig7a/b/c.csv and Fig10a/b/c.csv, the 'x1' and 'y1' columns correspond to x-(in units of arcmin) and y-values in the first panel from the left, the 'x2' and 'y2' columns correspond to those in the second panel from the left, and so forth.

v3 changes:



A new file Fig3_MGE.csv is added, which contains parameters of MGE for surface number density profiles in Figure3. The physical meaning of each paramter can be found in the text after Equation4.

Fig11.csv and Fig12.csv in the last version have been renamed as Fig11_J.csv and Fig11_D.csv to follow the latest version of the paper. These tables contain the values of J and D factors, which are not changed in this version.

Fig13.csv and Fig14*.csv have been renamed as Fig12.csv and Fig13*.csv to follow the latest version of the paper. The column names (and also the file names) have been improved for better identification. The values for  Draco and Sextans in Hayashi2020 have been updated, kindly provided by Kohei Hayashi.
DOI: 10.5281/zenodo.16919342
title: The data for "The dark matter content of Milky Way dwarf spheroidal galaxies: Draco, Sextans and Ursa Minor"

description: Supplementary material to DESI's publication 'The dark matter content of Milky Way dwarf spheroidal galaxies: Draco, Sextans and Ursa Minor'.

All data points for the figures are provided in corresonding csv files.

In Fig7a/b/c.csv and Fig10a/b/c.csv, the 'x1' and 'y1' columns correspond to x-(in units of arcmin) and y-values in the first panel from the left, the 'x2' and 'y2' columns correspond to those in the second panel from the left, and so forth.

v3 changes:



A new file Fig3_MGE.csv is added, which contains parameters of MGE for surface number density profiles in Figure3. The physical meaning of each paramter can be found in the text after Equation4.

Fig11.csv and Fig12.csv in the last version have been renamed as Fig11_J.csv and Fig11_D.csv to follow the latest version of the paper. These tables contain the values of J and D factors, which are not changed in this version.

Fig13.csv and Fig14*.csv have been renamed as Fig12.csv and Fig13*.csv to follow the latest version of the paper. The column names (and also the file names) have been improved for better identification. The values for  Draco and Sextans in Hayashi2020 have been updated, kindly provided by Kohei Hayashi.
DOI: 10.15468/dl.7nh9cj
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 149 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030985-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vejtkv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030984-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16924531
title: Arabic Google Maps Reviews Dataset for Tourism in Saudi Arabia with Multi-Aspect Sentiment Annotations

description: This dataset contains 3,543 Arabic Google Maps reviews collected from various tourist attractions across Saudi Arabia, including parks, historical sites, museums, and recreational facilities. The dataset was created as part of a research study on aspect-based sentiment analysis (ABSA) to evaluate visitor experiences and provide insights for tourism development in alignment with Saudi Vision 2030.

 

Each review is annotated at the aspect level with sentiment polarity labels (positive, neutral, negative) across six key aspects:

 





Price




Overall Experience




Facilities




Staff & Service




Environment




Cleanliness



 

 

 

Key Features:

 

 





Language: Arabic




Total Records: 3,543 reviews




Source: Publicly available Google Maps reviews




Annotations: Conducted manually by two trained annotators with a Cohen’s Kappa score of 0.87, ensuring high reliability.




Format: Excel file (.xlsx) with structured columns for city, place name, review text, and aspect-based sentiment labels.




License: Creative Commons CC0 1.0 Universal



 

 

 

Potential Applications:

 

 





Developing and benchmarking Arabic NLP models.




Research on aspect-based sentiment analysis (ABSA).




Tourism analytics and policy-making support.




Applications in customer experience analysis for Arabic text.
DOI: 10.5281/zenodo.16924532
title: Arabic Google Maps Reviews Dataset for Tourism in Saudi Arabia with Multi-Aspect Sentiment Annotations

description: This dataset contains 3,543 Arabic Google Maps reviews collected from various tourist attractions across Saudi Arabia, including parks, historical sites, museums, and recreational facilities. The dataset was created as part of a research study on aspect-based sentiment analysis (ABSA) to evaluate visitor experiences and provide insights for tourism development in alignment with Saudi Vision 2030.

 

Each review is annotated at the aspect level with sentiment polarity labels (positive, neutral, negative) across six key aspects:

 





Price




Overall Experience




Facilities




Staff & Service




Environment




Cleanliness



 

 

 

Key Features:

 

 





Language: Arabic




Total Records: 3,543 reviews




Source: Publicly available Google Maps reviews




Annotations: Conducted manually by two trained annotators with a Cohen’s Kappa score of 0.87, ensuring high reliability.




Format: Excel file (.xlsx) with structured columns for city, place name, review text, and aspect-based sentiment labels.




License: Creative Commons CC0 1.0 Universal



 

 

 

Potential Applications:

 

 





Developing and benchmarking Arabic NLP models.




Research on aspect-based sentiment analysis (ABSA).




Tourism analytics and policy-making support.




Applications in customer experience analysis for Arabic text.
DOI: 10.21979/n9/9ldwxg
title: MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo

description: We present MVSGaussian, a new generalizable 3D Gaussian representation approach derived from Multi-View Stereo (MVS) that can efficiently reconstruct unseen scenes. Specifically, 1) we leverage MVS to encode geometry-aware Gaussian representations and decode them into Gaussian parameters. 2) To further enhance performance, we propose a hybrid Gaussian rendering that integrates an efficient volume rendering design for novel view synthesis. 3) To support fast fine-tuning for specific scenes, we introduce a multi-view geometric consistent aggregation strategy to effectively aggregate the point clouds generated by the generalizable model, serving as the initialization for per-scene optimization. Compared with previous generalizable NeRF-based methods, which typically require minutes of fine-tuning and seconds of rendering per image, MVSGaussian achieves real-time rendering with better synthesis quality for each scene. Compared with the vanilla 3D-GS, MVSGaussian achieves better view synthesis with less training computational cost. Extensive experiments on DTU, Real Forward-facing, NeRF Synthetic, and Tanks and Temples datasets validate that MVSGaussian attains state-of-the-art performance with convincing generalizability, real-time rendering speed, and fast per-scene optimization.
DOI: 10.15468/dl.bjkdzv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030988-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c5mk6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030987-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g84tu5
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1374 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030990-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r4qqk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030989-250811113504898/datasets/export for details.
DOI: 10.15468/dl.abhp4y
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030986-250811113504898/datasets/export for details.
DOI: 10.15468/dl.xguv4q
title: Occurrence Download

description: A dataset containing 656921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "TaxonKey is Myiopsitta monachus",
 "Year 1950-2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 656921 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030913-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp3asa
title: Occurrence Download

description: A dataset containing 367107 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SeasonWatch - Tree Phenology Dataset (India)"
 ]
}

 The dataset includes 367107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030982-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16924605
title: Open Data_Pengaruh Penggunaan Chatbot AI Terhadap Kepuasan Pelanggan Dalam Layanan E-Commerce TikTok Shop
DOI: 10.5281/zenodo.16924606
title: Open Data_Pengaruh Penggunaan Chatbot AI Terhadap Kepuasan Pelanggan Dalam Layanan E-Commerce TikTok Shop
DOI: 10.15468/dl.52u7wj
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030991-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79a5k8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030992-250811113504898/datasets/export for details.
DOI: 10.15468/dl.5xdeew
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030993-250811113504898/datasets/export for details.
DOI: 10.15468/dl.j8tnua
title: Occurrence Download

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

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030994-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arcwzr
title: Occurrence Download

description: A dataset containing 244539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Scutellaria galericulata"
 ]
}

 The dataset includes 244539 records from 1241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030925-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25912/rdf_1755841357678
title: Examination of visual acuity in young adults showing Role of ON/OFF Pathways in Blur
DOI: 10.15468/dl.rjdsjd
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030996-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12833303
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nh2z6p
title: Occurrence Download

description: A dataset containing 61821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Grus japonensis, Rallidae)",
 "Year 1954-2025"
 ]
}

 The dataset includes 61821 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030966-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g8bjs
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030999-250811113504898/datasets/export for details.
DOI: 10.15468/dl.tc4dfy
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031000-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxkeq3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030997-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mqb9jp
title: Occurrence Download

description: A dataset containing 9971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncorhynchus keta",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9971 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030998-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16924632
title: Estado actual y aplicaciones de la tecnología Sigfox en Ecuador: Desafíos y recomendaciones técnicas.

description: ¿Qué se va a hacer?


Se llevará a cabo una revisión sistemática de la literatura científica para conocer y sintetizar el estado actual del desarrollo, aplicaciones, limitaciones y oportunidades de la tecnología Sigfox en el contexto del Internet de las Cosas (IoT), con especial atención a su aplicabilidad en Ecuador.



¿Para qué se hace?


Para comprender cómo se ha implementado Sigfox en distintos entornos, identificar barreras técnicas, económicas y organizativas, y proponer recomendaciones concretas que permitan su adopción más efectiva en el país.



¿Cómo se va a hacer?


 - Búsqueda sistemática de artículos científicos en bases de datos reconocidas (Scopus, IEEE Xplore, ScienceDirect, Google Scholar).

- Aplicación de criterios de inclusión y exclusión, usando el modelo PRISMA para garantizar rigurosidad.

- Extracción de datos sobre aplicaciones, patrones de uso, desafíos técnicos, cobertura y casos de éxito.

- Análisis temático y síntesis de hallazgos, clasificados por variables clave.

- Propuesta de recomendaciones técnicas para Ecuador, adaptadas al contexto de infraestructura, cobertura y factibilidad económica.
DOI: 10.5281/zenodo.16924633
title: Estado actual y aplicaciones de la tecnología Sigfox en Ecuador: Desafíos y recomendaciones técnicas.

description: ¿Qué se va a hacer?


Se llevará a cabo una revisión sistemática de la literatura científica para conocer y sintetizar el estado actual del desarrollo, aplicaciones, limitaciones y oportunidades de la tecnología Sigfox en el contexto del Internet de las Cosas (IoT), con especial atención a su aplicabilidad en Ecuador.



¿Para qué se hace?


Para comprender cómo se ha implementado Sigfox en distintos entornos, identificar barreras técnicas, económicas y organizativas, y proponer recomendaciones concretas que permitan su adopción más efectiva en el país.



¿Cómo se va a hacer?


 - Búsqueda sistemática de artículos científicos en bases de datos reconocidas (Scopus, IEEE Xplore, ScienceDirect, Google Scholar).

- Aplicación de criterios de inclusión y exclusión, usando el modelo PRISMA para garantizar rigurosidad.

- Extracción de datos sobre aplicaciones, patrones de uso, desafíos técnicos, cobertura y casos de éxito.

- Análisis temático y síntesis de hallazgos, clasificados por variables clave.

- Propuesta de recomendaciones técnicas para Ecuador, adaptadas al contexto de infraestructura, cobertura y factibilidad económica.
DOI: 10.15468/dl.kfz938
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031001-250811113504898/datasets/export for details.
DOI: 10.15468/dl.g46g2z
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031002-250811113504898/datasets/export for details.
DOI: 10.15468/dl.3n4kzn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balanus eburneus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031004-250811113504898/datasets/export for details.
DOI: 10.15468/dl.8kxw7p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balanus eburneus",
 "Country is Korea, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031005-250811113504898/datasets/export for details.
DOI: 10.15468/dl.7nx3fb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031003-250811113504898/datasets/export for details.
DOI: 10.15468/dl.hxu55v
title: Occurrence Download

description: A dataset containing 176800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pedicularis palustris"
 ]
}

 The dataset includes 176800 records from 488 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030943-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/81r-5w0-l36
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bzb-m9y-v9r
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5g7-h45-71z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6mj-zd3-f6k
title: Ursus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sl8-fks-d5z
title: †Nerinella Sharpe, 1850

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