cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17283377
title: Dataset of 3D IC IR Drop prediction task

description: This is the input feature and label file (.npy) of the 3D IC IR Drop prediction task, containing both the training set and testing set.
DOI: 10.15468/dl.ygfzvz
title: Occurrence Download

description: A dataset containing 2797 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lachnella alboviolascens"
 ]
}

 The dataset includes 2797 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014835-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4d6w6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon vogti"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014836-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18499498
title: IMPACT OF IMPROVEMENT OF COMPLEX SURGICAL METHODS ON REHABILITATION EFFICIENCY AND QUALITY OF LIFE IN PATIENTS WITH ANOPHTHALM

description: Purpose : Anophthalmic complex surgery in patients methods rehabilitation efficiency of improvement and life to the quality the effect evaluation .

Material and methods : in research various etiological anophthalmos and eye apple subatrophy exists 63 people who were sick participation All in patients improved complex ophthalmoplastic surgery practices was held . Life quality Khodjaev D.Kh. and Yusupov A.F. by adapted (2025) SF‑36 questionnaire based on from surgery before , as well as from 3 months and 6 months later was evaluated .

Results : before surgery during life integral indicator of quality average is 24% did Complex surgical rehabilitation and individual eye prosthesis from use in 3 months present the figure is up to 76% increased and 6 months old observation during stable saved .

Conclusion : improved complex ophthalmoplastic surgery rehabilitation anophthalmic in patients medical , social and effectiveness of psychological rehabilitation increases and life quality indicators reliable improvement provides .
DOI: 10.5281/zenodo.18499499
title: IMPACT OF IMPROVEMENT OF COMPLEX SURGICAL METHODS ON REHABILITATION EFFICIENCY AND QUALITY OF LIFE IN PATIENTS WITH ANOPHTHALM

description: Purpose : Anophthalmic complex surgery in patients methods rehabilitation efficiency of improvement and life to the quality the effect evaluation .

Material and methods : in research various etiological anophthalmos and eye apple subatrophy exists 63 people who were sick participation All in patients improved complex ophthalmoplastic surgery practices was held . Life quality Khodjaev D.Kh. and Yusupov A.F. by adapted (2025) SF‑36 questionnaire based on from surgery before , as well as from 3 months and 6 months later was evaluated .

Results : before surgery during life integral indicator of quality average is 24% did Complex surgical rehabilitation and individual eye prosthesis from use in 3 months present the figure is up to 76% increased and 6 months old observation during stable saved .

Conclusion : improved complex ophthalmoplastic surgery rehabilitation anophthalmic in patients medical , social and effectiveness of psychological rehabilitation increases and life quality indicators reliable improvement provides .
DOI: 10.15468/dl.8csrua
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - BIA - Bastia Poretta-Inventaires Aéro Biodiversité - BIA - Occupation avifaune"
 ]
}

 The dataset's 26 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014824-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uma9qc
title: Occurrence Download

description: A dataset containing 6279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epilobium tetragonum, Epilobium tetragonum, Epilobium tetragonum, Epilobium tetragonum, Epilobium tetragonum, Epilobium tetragonum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 6279 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014838-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.15992.30728
title: III МЕЖДУНАРОДНЫЙ КОНГРЕСС «Артериальная гипертензия -от Короткова до наших дней» 21-23 мая 2015 года, Санкт-Петербург Сборник тезисов
DOI: 10.3886/e117867v1-198435
title: STEM teachers

description: Qualified science, technology, engineering, and mathematics (STEM) teachers are critical in the provision of high-quality STEM education for all students. Through descriptive and regression analysis, we document how demographic characteristics, qualifications, and turnover rates of a nationally representative sample of public school STEM teachers have changed from 1988 to 2012. Over this time period, STEM teachers are more likely to be female, attend selective colleges, have graduate degrees, and have STEM qualifications. Although STEM teachers are no more likely to turn over than other teachers, this masks differential rates between high- and low-poverty schools. Moreover, our results highlight the importance of recruiting qualified STEM teachers to work in high-poverty schools and providing supports to help them thrive and remain in the classroom.
DOI: 10.57967/hf/7728
title: CommonObjectsBench
DOI: 10.7910/dvn/cybr7l
title: Replication Data for: Dominating the Narrative: How Scholars Outside of Africa Define African Politics in the Top Political Science Journals

description: Using a citation network approach, this paper investigates how the subfield of “African politics” has evolved since its emergence in the late 1950s, focusing on the influence of African and Africa-based scholars in the top 20 Political Science journals. We find that African and Africa-based authors are systematically underrepresented in our sample and among the most influential authors today. Starting from a low base, African and Africa-based scholars experienced a period of increasing influence between 2000 and 2010, but their influence has declined substantially since then. We highlight two key factors associated with this decline: (1) the rising competitiveness of top tier Political Science journals, which are increasingly privileging particular quantitative methodologies that require substantial financial resources and training; (2) increasing rates of citation of non-African and non-Africa-based scholars in leading Political Science journals. The paper concludes with a set of recommendations to promote greater inclusivity and pluralism, with broader implications for the field of Political Science.
DOI: 10.5281/zenodo.18498919
title: SuperDARN data in netCDF format (2014-May)

description: 2014-May SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6476682
title: SuperDARN data in netCDF format (2014-May)

description: 2014-May SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.fej3hu
title: Occurrence Download

description: A dataset containing 14705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epipactis atrorubens, Epipactis atrorubens, Epipactis atrorubens, Epipactis atrorubens, Epipactis rubiginosa, Epipactis rubiginosa, Epipactis rubiginosa, Epipactis rubiginosa, Epipactis rubiginosa, Epipactis rubiginosa)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 14705 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014840-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqc67b
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Machaerium hirtum"
 ]
}

 The dataset includes 200 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014843-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfp4aj
title: Occurrence Download

description: A dataset containing 8262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.30586 18.16723,-98.27556 18.10664,-98.16369 18.0274,-97.92364 17.96447,-97.78148 18.04837,-97.79313 18.20452,-98.00521 18.30241,-98.23827 18.35368,-98.31052 18.27677,-98.30586 18.16723))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8262 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014842-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/591172c582986a2e391deb90715cf290
title: Desert Fertilization Experiment: investigation of Sonoran desert ecosystem response to atmospheric deposition and experimental nutrient addition, ongoing since 2006

description: Launched in 2006 with support from the National Science Foundation (NSF) and leveraged by the CAP LTER, the Carbon and Nitrogen deposition (CNdep) project sought to answer the fundamental question of whether elemental cycles in urban ecosystems are qualitatively different from those in non-urban ecosystems. Ecosystem scientists, atmospheric chemists, and biogeochemists tested the hypothesis that distinct biogeochemical pathways result from elevated inorganic nitrogen and organic carbon deposition from the atmosphere to the land. To test the hypothesis, scientists examined the responsiveness of Sonoran desert ecosystems to nutrient enrichment by capitalizing on a gradient of atmospheric deposition in and around the greater Phoenix metropolitan area. Fifteen desert study sites were established, with five locations each west and east of the urban core, and in the urban core in desert preserves. In addition to the gradient of atmospheric deposition in and around the urban core, select study plots at each of the fifteen desert locations receive amendments of nitrogen, phosphorus, or nitrogen + phosphorus fertilizer. Measured variables include soil properties, perennial and annual plant growth, and atmospheric deposition of nitrogen. At the close of the initial grant period, the CAP LTER assumed responsibility for the project, renamed the Desert Fertilization Experiment, which provides a remarkable platform to study the long-term effects of nutrient enrichment on desert ecosystem properties.
DOI: 10.6084/m9.figshare.31271878
title: <b><i>Auburn Coherence Framework: Global Outlook & Geostrophic Signals (Feb-May 2026)</i></b>

description: <b>Executive Summary:</b> This document presents the forward probability signals for the February-May 2026 window, derived from the <b>Auburn Coherence Framework v1.2 (Internal Build)</b>. Unlike standard Numerical Weather Prediction (NWP), this framework isolates "Geometric Lock-in" regimes—periods where atmospheric blocking structures minimize internal dissipation, creating extended predictability windows for extreme events.<b>Key Risk Signals:</b><b>The Great Eurasian Divergence:</b> Identification of a 5-6 day "Omega Block" persistence favoring a Spring Festival Freeze (China) and a "Beast from the East" analog (Europe).<b>The California Flush:</b> A calculated "Coherence Lock" (C(t)&gt;0.80) on the North Pacific storm track, projecting a repeating Atmospheric River train targeting the Sierra Nevada burn scars.<b>South American Dipole:</b> High-confidence projection of a "Wet Core / Dry Flanks" regime, maximizing agricultural basis risk between the Pampas (Drought) and SE Brazil (Flood).<b>Methodology Note:</b> <i>This release contains the operational signal outputs and verification protocols. The underlying governing equations and coherence decay tensors (</i><i>λ</i><i>d</i><i>​</i><i>) are proprietary and have been redacted from this public version.</i><b>Licensing:</b> <i>Strictly Non-Commercial (CC BY-NC-ND 4.0). Institutional licensing for HFT/Risk integration requires direct authorization.</i>
DOI: 10.6084/m9.figshare.31271878.v1
title: <b><i>Auburn Coherence Framework: Global Outlook & Geostrophic Signals (Feb-May 2026)</i></b>

description: <b>Executive Summary:</b> This document presents the forward probability signals for the February-May 2026 window, derived from the <b>Auburn Coherence Framework v1.2 (Internal Build)</b>. Unlike standard Numerical Weather Prediction (NWP), this framework isolates "Geometric Lock-in" regimes—periods where atmospheric blocking structures minimize internal dissipation, creating extended predictability windows for extreme events.<b>Key Risk Signals:</b><b>The Great Eurasian Divergence:</b> Identification of a 5-6 day "Omega Block" persistence favoring a Spring Festival Freeze (China) and a "Beast from the East" analog (Europe).<b>The California Flush:</b> A calculated "Coherence Lock" (C(t)&gt;0.80) on the North Pacific storm track, projecting a repeating Atmospheric River train targeting the Sierra Nevada burn scars.<b>South American Dipole:</b> High-confidence projection of a "Wet Core / Dry Flanks" regime, maximizing agricultural basis risk between the Pampas (Drought) and SE Brazil (Flood).<b>Methodology Note:</b> <i>This release contains the operational signal outputs and verification protocols. The underlying governing equations and coherence decay tensors (</i><i>λ</i><i>d</i><i>​</i><i>) are proprietary and have been redacted from this public version.</i><b>Licensing:</b> <i>Strictly Non-Commercial (CC BY-NC-ND 4.0). Institutional licensing for HFT/Risk integration requires direct authorization.</i>
DOI: 10.15468/dl.qstjkk
title: Occurrence Download

description: A dataset containing 43414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Sturnella magna"
 ]
}

 The dataset includes 43414 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014844-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx973a
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - BIA - Bastia Poretta-Inventaires Aéro Biodiversité - BIA - Point d'EPOC 1"
 ]
}

 The dataset's 10 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014834-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfqzgx
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Staurotypus triporcatus"
 ]
}

 The dataset includes 670 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014845-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gugrew
title: Occurrence Download

description: A dataset containing 20350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epipactis helleborine, Epipactis latifolia, Epipactis latifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 20350 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014846-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hxpns
title: Occurrence Download

description: A dataset listing the 18 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaires Aéro Biodiversité - BIA - Bastia Poretta-Inventaires Aéro Biodiversité - BIA - Point d'EPOC 10"
 ]
}

 The dataset's 18 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014833-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18499555
title: THE ROLE OF COMPUTER LINGUISTICS IN UZBEKISTAN LINGUISTICS

description: Since the middle of the 20th century, the process of globalization has begun, which has fundamentally changed the history of mankind. cannot satisfy the needs of the youth. The important features of global development are determined by the introduction of technology into the spheres, the formation of computer programs, and the integration process. In the current global integration process, the creation of an information method based on natural language has become a vital necessity. Today, one of the important needs is to raise the status of the Uzbek language and bring it to the ranks of authoritative languages. Computational linguistics is one of the convenient opportunities created to implement this need. This article is aimed at highlighting the topic indicated above.
DOI: 10.5281/zenodo.18499556
title: THE ROLE OF COMPUTER LINGUISTICS IN UZBEKISTAN LINGUISTICS

description: Since the middle of the 20th century, the process of globalization has begun, which has fundamentally changed the history of mankind. cannot satisfy the needs of the youth. The important features of global development are determined by the introduction of technology into the spheres, the formation of computer programs, and the integration process. In the current global integration process, the creation of an information method based on natural language has become a vital necessity. Today, one of the important needs is to raise the status of the Uzbek language and bring it to the ranks of authoritative languages. Computational linguistics is one of the convenient opportunities created to implement this need. This article is aimed at highlighting the topic indicated above.
DOI: 10.15468/dl.hcrsqd
title: Occurrence Download

description: A dataset containing 900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epipactis muelleri)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 900 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014848-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfx73a
title: Occurrence Download

description: A dataset containing 639382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felidae"
 ]
}

 The dataset includes 639382 records from 1835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014800-260129131611470/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.31021636
title: Supplementary Material for "Pulmonary microbiota, local inflammation, and tumor progression impact immune checkpoint gene profiles in the lung microenvironment"

description: This study reveals that specific immune checkpoint genes (ICGs), such as CD160 and VTCN1, are significantly downregulated during lung cancer progression, while others correlate with pulmonary inflammation and the presence of certain lung microbiota. The findings uncover key ICG signatures and highlight the complex interplay between the intratumoral microbiota and host immunity in the lung microenvironment, providing a foundation for predicting and tracking responses to cancer therapy.