cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mgs6yu
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Limonium malacitanum"
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009804-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa5fcm
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haptotrichion conicum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009805-260120142942310/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/14606740
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pa7ecg
title: Occurrence Download

description: A dataset containing 23655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Messor"
 ]
}

 The dataset includes 23655 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009806-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6b856
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ortalis poliocephala",
 "Year 2025-2025"
 ]
}

 The dataset includes 316 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009807-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nda339
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hecastocleis shockleyi",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 170 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009808-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvs977
title: Occurrence Download

description: A dataset containing 3246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedypnois rhagadioloides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3246 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009810-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhab4k
title: Occurrence Download

description: A dataset containing 3260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helenium autumnale",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3260 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009811-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30168
title: Chandra X-ray Observatory ObsId 30168

description: A TREASURY SURVEY PROBING THE BARYON & ENERGY CYCLE AND X-RAY BINARY EVOLUTION IN GALAXIES AT HIGH ANGULAR RESOLUTION
DOI: 10.5281/zenodo.18362852
title: CelI-IA-Neubauer: A Dataset of Red Blood Cells in Hemocytometer Chambers for AI Detection

description: Dataset containing 500 microscopic images of RBCs in Neubauer chambers... used for the validation of the Cell-IA project.
DOI: 10.5281/zenodo.18362853
title: CelI-IA-Neubauer: A Dataset of Red Blood Cells in Hemocytometer Chambers for AI Detection

description: Dataset containing 500 microscopic images of RBCs in Neubauer chambers... used for the validation of the Cell-IA project.
DOI: 10.15468/dl.ddwz2r
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphthona lacertosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009812-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362907
title: RESTORATION AND REPAIR OF CULTURAL HERITAGE OBJECTS IN SAMARKAND REGION

description: This article provides an academic analysis of the historical monuments of the Samarkand region. The study examines archaeological sites located within the region, medieval architectural structures, monuments of the Timurid period, as well as religious and spiritual sites of significant importance. In addition, the article analyzes the process of formation of historical monuments, their role in cultural, scientific, and spiritual life, and current issues related to their preservation. The article serves as an important scholarly source for the study of the rich historical and cultural heritage of the Samarkand region.
DOI: 10.5281/zenodo.18362908
title: RESTORATION AND REPAIR OF CULTURAL HERITAGE OBJECTS IN SAMARKAND REGION

description: This article provides an academic analysis of the historical monuments of the Samarkand region. The study examines archaeological sites located within the region, medieval architectural structures, monuments of the Timurid period, as well as religious and spiritual sites of significant importance. In addition, the article analyzes the process of formation of historical monuments, their role in cultural, scientific, and spiritual life, and current issues related to their preservation. The article serves as an important scholarly source for the study of the rich historical and cultural heritage of the Samarkand region.
DOI: 10.15468/dl.c5q6y6
title: Occurrence Download

description: A dataset containing 658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthella quinquenervis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 658 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009813-260120142942310/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.30977905
title: Data set for Longitudinal pharmacokinetic and safety studies of an antibody-erythropoietin fusion protein for Alzheimer’s disease.

description: Erythropoietin (EPO) is a promising Alzheimer's disease (AD) therapeutic but suffers from poor brain penetration, requiring high doses that cause hematopoietic side effects. This study evaluated a transferrin receptor monoclonal antibody-EPO fusion protein (TfRMAb-EPO) designed to enhance brain delivery via receptor-mediated transcytosis. Dose Optimization Study: This study evaluated TfRMAb-EPO pharmacokinetics and effects in C57BL/6J mice through acute and chronic dosing regimens. Acute Study: Single injection with blood collection at 3, 6, and 24h post-dose; euthanasia at 24h.Chronic Study: Weekly dosing (3x/week for 4 weeks, 11 total doses) with blood collection 6h post-injection. Terminal sampling at 3, 6, and 24h after final dose. Washout Study: 4-week treatment (11 doses) followed by 8-week washout period, then final challenge dose with 3, 6, and 24h sampling.Measurements: Plasma AUC0-24 (trapezoid method), hematocrit, metabolic panels, and tissue collection (brain, kidney, liver, spleen) following cardiac perfusion. Organs snap-frozen for subsequent immunoassays.Efficacy Study: APP<sub>SAA</sub> KI and APP<sub>WT</sub> mice were treated with either TfRMAb-EPO (1 mg/kg 3 days a week SQ) or vehicle for 14 weeks. Measurements: At the end of treatment, nesting, open-field test, and Y maze tests were performed. Brains were harvested and processed for 6E10, Abeta 38, 40, 42, and aggregated abeta.
DOI: 10.6084/m9.figshare.30977905.v1
title: Data set for Longitudinal pharmacokinetic and safety studies of an antibody-erythropoietin fusion protein for Alzheimer’s disease.

description: Erythropoietin (EPO) is a promising Alzheimer's disease (AD) therapeutic but suffers from poor brain penetration, requiring high doses that cause hematopoietic side effects. This study evaluated a transferrin receptor monoclonal antibody-EPO fusion protein (TfRMAb-EPO) designed to enhance brain delivery via receptor-mediated transcytosis. Dose Optimization Study: This study evaluated TfRMAb-EPO pharmacokinetics and effects in C57BL/6J mice through acute and chronic dosing regimens. Acute Study: Single injection with blood collection at 3, 6, and 24h post-dose; euthanasia at 24h.Chronic Study: Weekly dosing (3x/week for 4 weeks, 11 total doses) with blood collection 6h post-injection. Terminal sampling at 3, 6, and 24h after final dose. Washout Study: 4-week treatment (11 doses) followed by 8-week washout period, then final challenge dose with 3, 6, and 24h sampling.Measurements: Plasma AUC0-24 (trapezoid method), hematocrit, metabolic panels, and tissue collection (brain, kidney, liver, spleen) following cardiac perfusion. Organs snap-frozen for subsequent immunoassays.Efficacy Study: APP<sub>SAA</sub> KI and APP<sub>WT</sub> mice were treated with either TfRMAb-EPO (1 mg/kg 3 days a week SQ) or vehicle for 14 weeks. Measurements: At the end of treatment, nesting, open-field test, and Y maze tests were performed. Brains were harvested and processed for 6E10, Abeta 38, 40, 42, and aggregated abeta.
DOI: 10.15468/dl.u2n393
title: Occurrence Download

description: A dataset containing 69374 records in GBIF matching the query:
SELECT
 '335' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 28.773895969281842
 AND decimalLatitude &lt;= 33.06103686093294
 AND decimalLongitude &gt;= -94.62398123724668
 AND decimalLongitude &lt;= -86.60801420953611
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 69374 records were derived from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009809-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xex48d
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphthona nigriscutis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009814-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb77tw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buteogallus borrasi"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009815-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18091182
title: Performance Optimizations by AI Agents

description: How Do Agentic AI Systems Address Performance Optimizations? A BERTopic-Based Analysis of Pull Requests
description: LLM-based software engineering is influencing modern software development. In addition to correctness, prior studies have also examined the performance of software artifacts generated by AI agents. However, it is unclear how exactly the agentic AI systems address performance concerns in practice. In this paper, we present an empirical study of performance-related pull requests generated by AI agents. Using LLM-assisted detection and BERTopic-based topic modeling, we identified 52 performance-related topics grouped into 10 higher-level categories. Our results show that AI agents apply performance optimizations across diverse layers of the software stack and that the type of optimization significantly affects pull request acceptance rates and review times. We also found that performance optimization by AI agents primarily occurs during the development phase, with less focus on the maintenance phase. Our findings provide empirical evidence that can support the evaluation and improvement of agentic AI systems with respect to their performance optimization behaviors and review outcomes.
description: Git repository: https://github.com/SQMLab/LLM-performance
description: ├── Repository.zip # Data and Code with proper folder structure

├── POP_PULL_Requests_LLM_filtered.csv # LLM-filtered results

├── POP_PULL_Requests_LLM_filtered_final.csv # LLM-filtered results + 340 from AIDev-POP

├── All_PR_Topics.csv

├── Topic_Info.csv

├── topic_*.csv # Individual topic files (topic_*.csv)

├── Topic_Info.md # Topic name and keywords

└── Category.md # Categry description and examples
DOI: 10.5281/zenodo.18091181
title: Performance Optimizations by AI Agents

description: How Do Agentic AI Systems Address Performance Optimizations? A BERTopic-Based Analysis of Pull Requests
description: LLM-based software engineering is influencing modern software development. In addition to correctness, prior studies have also examined the performance of software artifacts generated by AI agents. However, it is unclear how exactly the agentic AI systems address performance concerns in practice. In this paper, we present an empirical study of performance-related pull requests generated by AI agents. Using LLM-assisted detection and BERTopic-based topic modeling, we identified 52 performance-related topics grouped into 10 higher-level categories. Our results show that AI agents apply performance optimizations across diverse layers of the software stack and that the type of optimization significantly affects pull request acceptance rates and review times. We also found that performance optimization by AI agents primarily occurs during the development phase, with less focus on the maintenance phase. Our findings provide empirical evidence that can support the evaluation and improvement of agentic AI systems with respect to their performance optimization behaviors and review outcomes.
description: Git repository: https://github.com/SQMLab/LLM-performance
description: ├── Repository.zip # Data and Code with proper folder structure

├── POP_PULL_Requests_LLM_filtered.csv # LLM-filtered results

├── POP_PULL_Requests_LLM_filtered_final.csv # LLM-filtered results + 340 from AIDev-POP

├── All_PR_Topics.csv

├── Topic_Info.csv

├── topic_*.csv # Individual topic files (topic_*.csv)

├── Topic_Info.md # Topic name and keywords

└── Category.md # Categry description and examples
DOI: 10.15468/dl.yj5nbr
title: Occurrence Download

description: A dataset containing 7769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7769 records from 396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009816-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362929
title: ABDULLA AVLONIY'S SOCIO-POLITICAL ACTIVITY

description: This article analyzes the socio-political activities of Abdulla Avloniy, an Uzbek educator, journalist, and public figure who lived and worked at the turn of the 19th and 20th centuries. The article highlights his role in national awakening, enlightenment, education, and the Jadid movement, as well as his initiatives aimed at transforming society through the press and dramatic arts. In addition, Avloniy’s political role during the Soviet era and his contributions to public education are examined from a scholarly perspective.
DOI: 10.5281/zenodo.18362930
title: ABDULLA AVLONIY'S SOCIO-POLITICAL ACTIVITY

description: This article analyzes the socio-political activities of Abdulla Avloniy, an Uzbek educator, journalist, and public figure who lived and worked at the turn of the 19th and 20th centuries. The article highlights his role in national awakening, enlightenment, education, and the Jadid movement, as well as his initiatives aimed at transforming society through the press and dramatic arts. In addition, Avloniy’s political role during the Soviet era and his contributions to public education are examined from a scholarly perspective.
DOI: 10.15468/dl.9a6b4y
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ortalis poliocephala",
 "Year 2025-2025"
 ]
}

 The dataset includes 316 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009818-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2252ax
title: Occurrence Download

description: A dataset containing 1624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus divaricatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1624 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009819-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362805
title: Measurements of Saturn's tropospheric winds between 2018-2025

description: Data files ds01 to ds05 are the Saturn wind measurements data retrieved with software Flix-Bellmunt, A. (2025). Saturn winds 1D correlation. Zenodo. https://doi.org/10.5281/zenodo.17910921.

ds01. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2025 in F631N and F763M filters.ds02. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2019 in F631N and F763M filters (including highvelocity branch).ds03. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2024-2025 in F631N and F763M filters (including lowvelocity branch).ds04. Zonal winds measurements retrieved from manual tracked features in ground-based images (R and IR filters) during 2021-2025.ds05. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2025 in FQ727N and FQ889N filters.
DOI: 10.5281/zenodo.18362806
title: Measurements of Saturn's tropospheric winds between 2018-2025

description: Data files ds01 to ds05 are the Saturn wind measurements data retrieved with software Flix-Bellmunt, A. (2025). Saturn winds 1D correlation. Zenodo. https://doi.org/10.5281/zenodo.17910921.

ds01. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2025 in F631N and F763M filters.ds02. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2019 in F631N and F763M filters (including highvelocity branch).ds03. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2024-2025 in F631N and F763M filters (including lowvelocity branch).ds04. Zonal winds measurements retrieved from manual tracked features in ground-based images (R and IR filters) during 2021-2025.ds05. Zonal winds measurements retrieved through 1-D cross-correlation of HST OPAL image pairs during 2018-2025 in FQ727N and FQ889N filters.
DOI: 10.15468/dl.gp6c86
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ciconia maltha"
 ]
}

 The dataset includes 189 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009820-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hunjdm
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helichrysopsis septentrionalis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009822-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18362952
title: THE IMPORTANCE OF THE STUDY OF MAHMUDKHO'JA BEHBUDI'S SCIENTIFIC HERITAGE TODAY

description: This scientific article provides a comprehensive analysis of the scholarly and educational heritage of Mahmudkhoja Behbudi, one of the founders of the Uzbek Jadid movement. The study examines the sources of formation, essence, and stages of research of Behbudi’s intellectual legacy. The author analyzes Behbudi’s pedagogical, historical, journalistic, and socio-philosophical views on a scientific basis and reveals their significance in shaping modern education, spirituality, and national consciousness today. In addition, the article highlights new scholarly assessments of Behbudi’s heritage in the period of independence and outlines prospective directions for future research.
DOI: 10.5281/zenodo.18362951
title: THE IMPORTANCE OF THE STUDY OF MAHMUDKHO'JA BEHBUDI'S SCIENTIFIC HERITAGE TODAY

description: This scientific article provides a comprehensive analysis of the scholarly and educational heritage of Mahmudkhoja Behbudi, one of the founders of the Uzbek Jadid movement. The study examines the sources of formation, essence, and stages of research of Behbudi’s intellectual legacy. The author analyzes Behbudi’s pedagogical, historical, journalistic, and socio-philosophical views on a scientific basis and reveals their significance in shaping modern education, spirituality, and national consciousness today. In addition, the article highlights new scholarly assessments of Behbudi’s heritage in the period of independence and outlines prospective directions for future research.