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

description: A dataset containing 28216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicentrarchus labrax (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28216 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018036-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh6za8
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((9.17448 45.38131,9.25625 45.38131,9.25625 45.44435,9.17448 45.44435,9.17448 45.38131))",
 "TaxonKey is Acrocephalus schoenobaenus (Linnaeus, 1758)",
 "Year 2010-2024"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018037-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwduvd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((9.17341 45.37715,9.26432 45.37715,9.26432 45.44744,9.17341 45.44744,9.17341 45.37715))",
 "OccurrenceStatus is Present",
 "TaxonKey is Milvus milvus (Linnaeus, 1758)",
 "Year 2010-2024"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018038-241126133413365/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.27332798.v1
title: Combining Instrumental Variable Estimators for a Panel Data Model with Factors

description: We address the estimation of factor-augmented panel data models using observed measurements to proxy for unobserved factors or loadings and explore the use of internal instruments to address the resulting endogeneity. The main challenge consists in that economic theory rarely provides insights into which measurements to choose as proxies when several are available. To overcome this problem, we propose a new class of estimators that are linear combinations of instrumental variable estimators and establish large sample results. We also show that an optimal weighting scheme exists, leading to efficiency gains relative to an instrumental variable estimator. Simulations show that the proposed approach performs better than existing methods. We illustrate the new method using data on test scores across U.S. school districts.
DOI: 10.6084/m9.figshare.27332798
title: Combining Instrumental Variable Estimators for a Panel Data Model with Factors

description: We address the estimation of factor-augmented panel data models using observed measurements to proxy for unobserved factors or loadings and explore the use of internal instruments to address the resulting endogeneity. The main challenge consists in that economic theory rarely provides insights into which measurements to choose as proxies when several are available. To overcome this problem, we propose a new class of estimators that are linear combinations of instrumental variable estimators and establish large sample results. We also show that an optimal weighting scheme exists, leading to efficiency gains relative to an instrumental variable estimator. Simulations show that the proposed approach performs better than existing methods. We illustrate the new method using data on test scores across U.S. school districts.
DOI: 10.15468/dl.r9fby9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((9.17258 45.38473,9.25191 45.38473,9.25191 45.44024,9.17258 45.44024,9.17258 45.38473))",
 "TaxonKey is Actitis hypoleucos (Linnaeus, 1758)",
 "Year 2010-2024"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018040-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9tve8
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spilogale interrupta (Rafinesque, 1820)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 440 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018039-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu77f4
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, USGS Nonindigenous Aquatic Species database)",
 "GadmGid is USA.36_1",
 "TaxonKey is Trachemys scripta elegans (Wied, 1838)"
 ]
}

 The dataset includes 876 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018041-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqa2qz
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplodus cervinus cervinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 90 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018042-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5abpur
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((9.17448 45.38131,9.25625 45.38131,9.25625 45.44435,9.17448 45.44435,9.17448 45.38131))",
 "TaxonKey is Acrocephalus arundinaceus (Linnaeus, 1758)",
 "Year 2010-2024"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018043-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14278393
title: Enhancing Climate Resilience for Rail Systems: Multi-Capability Performance Monitoring Approach & Sustainability Integration

description: Datasets were compiled for an NCST-funded project on enhancing climate resilience for rail systems. Data are included for Amtrak, MARTA, LA Metro, WMATA, and rail education programs across the US. All data were compiled from open access sources, such as the National Transit Database, the Federal Railroad Administration Safety Reporting Form, and the Bureau of Transportation Statistics.
DOI: 10.5281/zenodo.14278394
title: Enhancing Climate Resilience for Rail Systems: Multi-Capability Performance Monitoring Approach & Sustainability Integration

description: Datasets were compiled for an NCST-funded project on enhancing climate resilience for rail systems. Data are included for Amtrak, MARTA, LA Metro, WMATA, and rail education programs across the US. All data were compiled from open access sources, such as the National Transit Database, the Federal Railroad Administration Safety Reporting Form, and the Bureau of Transportation Statistics.
DOI: 10.15468/dl.gce2ms
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((9.17341 45.37715,9.26432 45.37715,9.26432 45.44744,9.17341 45.44744,9.17341 45.37715))",
 "OccurrenceStatus is Present",
 "TaxonKey is Coturnix coturnix (Linnaeus, 1758)",
 "Year 2010-2024"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018044-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14278537
title: Variable Annotations from a Crowdsourcing Experiment on Segmentation (VACES) dataset

description: This dataset contains images with semantic segmentation masks produced by crowdsourced annotators on Amazon Mechanical Turk. There are multiple masks for each image reflecting different configurations of the crowdsourcing task. The purpose of this dataset is to promote the study of how crowdsourcing task configuration impacts variation in label quality for image segmentation.
DOI: 10.5281/zenodo.14278538
title: Variable Annotations from a Crowdsourcing Experiment on Segmentation (VACES) dataset

description: This dataset contains images with semantic segmentation masks produced by crowdsourced annotators on Amazon Mechanical Turk. There are multiple masks for each image reflecting different configurations of the crowdsourcing task. The purpose of this dataset is to promote the study of how crowdsourcing task configuration impacts variation in label quality for image segmentation.
DOI: 10.5281/zenodo.14278637
title: КВАЛИФИКАЦИОННЫЕ ТРЕБОВАНИЯ К ИННОВАЦИОННОЙ КОМПЕТЕНТНОСТИ ДОШКОЛЬНИКОВ ВЫСШЕГО ОБРАЗОВАНИЯ

description: В содержании статьи отмечается, что необходимо развивать инновационную компетентность будущих специалистов для подготовки конкурентоспособных кадров в сфере высшего образования на мировом уровне, а также декларации INCXON и «Образование-2030». Международная программа действий по развитию образования «Для всех» Отмечается, что основной целью является предоставление всестороннего и подлинно качественного образования и поощрение обучения на протяжении всей жизни. В частности, обсуждалась важность совершенствования научно-методических основ профессионального образования в удовлетворении растущих потребностей в творческих личностях, способных успешно решать актуальные проблемы науки, экономики, производства и системы образования.
DOI: 10.5281/zenodo.14278638
title: КВАЛИФИКАЦИОННЫЕ ТРЕБОВАНИЯ К ИННОВАЦИОННОЙ КОМПЕТЕНТНОСТИ ДОШКОЛЬНИКОВ ВЫСШЕГО ОБРАЗОВАНИЯ

description: В содержании статьи отмечается, что необходимо развивать инновационную компетентность будущих специалистов для подготовки конкурентоспособных кадров в сфере высшего образования на мировом уровне, а также декларации INCXON и «Образование-2030». Международная программа действий по развитию образования «Для всех» Отмечается, что основной целью является предоставление всестороннего и подлинно качественного образования и поощрение обучения на протяжении всей жизни. В частности, обсуждалась важность совершенствования научно-методических основ профессионального образования в удовлетворении растущих потребностей в творческих личностях, способных успешно решать актуальные проблемы науки, экономики, производства и системы образования.
DOI: 10.5281/zenodo.14278715
title: LEVERAGING GAMIFICATION IN BLENDED LEARNING: ENHANCING ENGAGEMENT AND LEARNING OUTCOMES THROUGH GAME-BASED STRATEGIES

description: Gamification, the application of game elements in non-game contexts, has emerged as a transformative tool in blended learning environments, where traditional teaching methods merge with digital instruction. This article explores the integration of gamification into blended learning, focusing on its ability to enhance student engagement, motivation, and learning outcomes. By leveraging game-based strategies such as points, leaderboards, badges, and quests, educators can create dynamic and interactive learning experiences that cater to diverse student needs. The article delves into the theoretical foundations of gamification, practical implementation strategies, and its measurable benefits, such as improved retention and the development of critical 21st-century skills. Additionally, it addresses challenges, including digital fatigue and access inequities, and provides solutions for overcoming these obstacles. Looking to the future, advancements in technology like AI, VR, and AR promise to further enhance gamified blended learning. This comprehensive exploration highlights the potential of gamification to transform education by fostering a more engaging and effective learning environment.
DOI: 10.5281/zenodo.14278716
title: LEVERAGING GAMIFICATION IN BLENDED LEARNING: ENHANCING ENGAGEMENT AND LEARNING OUTCOMES THROUGH GAME-BASED STRATEGIES

description: Gamification, the application of game elements in non-game contexts, has emerged as a transformative tool in blended learning environments, where traditional teaching methods merge with digital instruction. This article explores the integration of gamification into blended learning, focusing on its ability to enhance student engagement, motivation, and learning outcomes. By leveraging game-based strategies such as points, leaderboards, badges, and quests, educators can create dynamic and interactive learning experiences that cater to diverse student needs. The article delves into the theoretical foundations of gamification, practical implementation strategies, and its measurable benefits, such as improved retention and the development of critical 21st-century skills. Additionally, it addresses challenges, including digital fatigue and access inequities, and provides solutions for overcoming these obstacles. Looking to the future, advancements in technology like AI, VR, and AR promise to further enhance gamified blended learning. This comprehensive exploration highlights the potential of gamification to transform education by fostering a more engaging and effective learning environment.
DOI: 10.15468/dl.kjjdxk
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spilogale leucoparia Merriam, 1890",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 98 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018046-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42evxv
title: Occurrence Download

description: A dataset containing 20536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Daucus carota L.",
 "Year 1000-2024"
 ]
}

 The dataset includes 20536 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018045-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14229463
title: MD Source Data for "Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution"

description: This dataset is the MD source data for the research paper ''Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution''. It includes the following parts:



Figures.zip. This file provides high resolution MD related figures, including main figures and supplementary figures.

Figure_source_data.zip. This is the source data for the figures in the paper.

Homology_Modelling_result.zip. This file provides the input (rHCN4, PDB ID: 7NP3) and output files (mHCN1-4, hHCN4) of homology modelling.

MD_input.zip. This is the MD setup input data. It includes starting structure, topology file, .mdp file and force field file. Due to the limitation of storage space (50 GB), it is a pity we couldn't upload all trajectories files (~180 GB). But these files are enough for rerunning the MD simulations.

Movie 1. K+ permeation in mHCN2 channel during a 250 ns trajectory.
DOI: 10.5281/zenodo.14229464
title: MD Source Data for "Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution"

description: This dataset is the source data for the research paper ''Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution''. It includes the following parts:



Figures.zip. This file provides high resolution MD related figures, including main figures and supplementary figures.

Figure_source_data.zip. This is the source data for the figures in the paper.

Homology_Modelling_result.zip. This file provide the input (rHCN4, 7NP3) and output files (mHCN1-4, hHCN4) of homology modelling.

MD_input.zip. This is the MD setup input data. It includes starting structure, topology file, .mdp file and force field file. Due to the limitation of storage space (50 GB), it is a pity we couldn't upload all trajectories files (~180 GB). But these files are enough for rerunning the MD simulations.
DOI: 10.5281/zenodo.14278606
title: MD Source Data for "Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution"

description: This dataset is the MD source data for the research paper ''Subunit-specific conductance of single HCN pacemaker channels at femtosiemens resolution''. It includes the following parts:



Figures.zip. This file provides high resolution MD related figures, including main figures and supplementary figures.

Figure_source_data.zip. This is the source data for the figures in the paper.

Homology_Modelling_result.zip. This file provides the input (rHCN4, PDB ID: 7NP3) and output files (mHCN1-4, hHCN4) of homology modelling.

MD_input.zip. This is the MD setup input data. It includes starting structure, topology file, .mdp file and force field file. Due to the limitation of storage space (50 GB), it is a pity we couldn't upload all trajectories files (~180 GB). But these files are enough for rerunning the MD simulations.

Movie 1. K+ permeation in mHCN2 channel during a 250 ns trajectory.
DOI: 10.15468/dl.w64kcg
title: Occurrence Download

description: A dataset containing 682130 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Local floras of Russia: records from literature"
 ]
}

 The dataset includes 682130 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018026-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b5xuk
title: Occurrence Download

description: A dataset containing 4502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplodus puntazzo (Walbaum, 1792)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4502 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018048-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/3717
title: appreciation
DOI: 10.57967/hf/3680
title: appreciation
DOI: 10.15468/dl.d9nq4x
title: Occurrence Download

description: A dataset containing 15287840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (New Zealand)",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 15287840 records from 1551 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017987-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111157841
title: Record/label (quantities of an uncertain commodity), KTU 4.411

description: [Text or Publication Number Note:] KTU 4.411, KTU2 4.411, KTU3 4.411, CTU 4.411, CAT 4.411 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.vsxk78
title: Occurrence Download

description: A dataset containing 15770 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enhydra lutris (Linnaeus, 1758)"
 ]
}

 The dataset includes 15770 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160460-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111353832
title: Record, quantities of agricultural tools and numbers of working personnel by place of residence and royal farm, KTU 4.625

description: [Text Description:] Ugaritic Tablet KTU 4.625 ❧ [Text or Publication Number Note:] KTU 4.625; KTU2 4.625; KTU3 4.625; CTU 4.625; CAT 4.625; RS 19.052; DO 5039 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.25549/inscriptifact-ouc111113080
title: Butcher's bill, UT 1599-9

description: [Text Description:] Butcher's bill: sheep, lamb. ❧ [Text or Publication Number Note:] UT 1599-9 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, pink-orange color. LABEL: "1599" in black ink, "9" + underscore in red ink. 2 x 2.5cm. ❧ [Physical Object Note:] Reign of Shulgi, second dynastic king.
DOI: 10.15468/dl.9fd9zp
title: Occurrence Download

description: A dataset containing 717237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichophorum pumilum (Vahl) Schinz & Thell., Trifolium hybridum L., Trifolium pratense L., Trifolium pratense L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 717237 records from 1104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160462-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113083
title: Butcher's bill, UT 1599-9

description: [Text Description:] Butcher's bill: sheep, lamb. ❧ [Text or Publication Number Note:] UT 1599-9 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, pink-orange color. LABEL: "1599" in black ink, "9" + underscore in red ink. 2 x 2.5cm. ❧ [Physical Object Note:] Reign of Shulgi, second dynastic king.