cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13350860
title: Objective African Easterly Tracks in Reanalysis Data using "QTrack"

description: Objective track data for African Easterly Waves in reanalysis data (ERA5 and MERRA2) through 2023. Waves are tracked from June 1st through October 31st of each year. These tracks are produced using QTrack, following the method described in Lawton et al. (2022).

AEW Track data is updated on a yearly basis, typically in January of the following year. 

If you use this data for your research, please cite:



Lawton, Q. A., S. J. Majumdar, K. Dotterer, C. Thorncroft, and C. J. Schreck, 2022: The Influence of Convectively Coupled Kelvin Waves on African Easterly Waves in a Wave-Following Framework. Monthly Weather Review, 150(8), 2055-2072, https://doi.org/10.1175/MWR-D-21-0321.1.


GitHub Repo for QTrack can be found here: https://github.com/qlawton/QTrack

Installable Python Module can be found here: https://pypi.org/project/qtrack/
DOI: 10.5281/zenodo.14338645
title: Objective African Easterly Tracks in Reanalysis Data using "QTrack"

description: Objective track data for African Easterly Waves in reanalysis data (ERA5 and MERRA2) through 2024. Waves are tracked from June 1st through October 31st of each year. These tracks are produced using QTrack, following the method described in Lawton et al. (2022). Note that starting in 2024, tracks including both the ATL and EPAC basins will be included.

AEW Track data is updated on a yearly basis, typically in January of the following year. However, because the year 2024 uses preliminary HURDAT data to determine "developing" AEW classification, users are cautioned that these designiations could change pending finialization of the 2024 HURDAT year. 

Updated with Eastern Pacific Tracks: New easterly tracks have been produced through 2024 that included systems over the Eastern Pacific basin in addition to those over the Atlantic Ocean. These are stored as "ERA5_WITH_EPAC" and "MERRA2_WITH_EPAC". Please note that while the Atlantic Ocean tracks have been evaluated, the Eastern Pacific tracks have not. So use these data cautiously. 

If you use this data for your research, please cite:



Lawton, Q. A., S. J. Majumdar, K. Dotterer, C. Thorncroft, and C. J. Schreck, 2022: The Influence of Convectively Coupled Kelvin Waves on African Easterly Waves in a Wave-Following Framework. Monthly Weather Review, 150(8), 2055-2072, https://doi.org/10.1175/MWR-D-21-0321.1.


GitHub Repo for QTrack can be found here: https://github.com/qlawton/QTrack

Installable Python Module can be found here: https://pypi.org/project/qtrack/
DOI: 10.15468/dl.pudm2y
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinops sagax (Jenyns, 1842)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 253 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026839-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tpjtzsz5fy.1
title: Randomized, controlled study evaluating multi-disciplinary team-based learning (MDTBL) as optimal teaching paradigm for residents, comparing with problem-based learning (PBL) and lecture-based learning (LBL)

description: Purpose: This study aims to compare multi-disciplinary team-based learning (MDTBL), problem-based learning (PBL) and lecture-based learning (LBL) on the learning outcomes and experiences of medical students.
Methods: A randomized controlled study was designed to recruit 30 medical students with a minimum of one year of clinical experience and 45 with less than one year of clinical experience to take a course on diagnostic imaging of pulmonary nodules from September 15, 2022, to December 31, 2023. The participants were randomly assigned to the MDTBL group, PBL group, and LBL group to complete a full-course curriculum. Before, during, and after the learning phases, all participants underwent identical theoretical assessments and received a score on their learning progress. In the MDTBL and PBL groups, group discussions were permitted. After the completion of the learning phase, self-evaluation and course satisfaction were assessed through a questionnaire.
Results: The authors collected basic information on participants to ensure comparability between groups. All groups showed significant improvement in their diagnostic imaging of pulmonary nodules, with the MDTBL group demonstrating notably higher gains in theoretical knowledge and case analysis skills (P &lt; 0.05). The learning participation scale indicated that student engagement in the MDTBL group was higher than in the other two groups (P &lt; 0.05). Additionally, the MDTBL group perceived the course as more engaging and enjoyable.
Conclusions: This study demonstrates that the MDTBL teaching model, as an innovative approach, excels in enhancing knowledge acquisition, collaborative skills, and clinical practice application skills in medical students. It positions itself as a valuable teaching model for future medical education, providing educators with a new toolkit for training specialists.
DOI: 10.57830/2299433
title: SECN Anuran 2023 Cumulative Data Package

description: The National Park Service (NPS) operates 32 Inventory Monitoring (IM) networks across the United States encompassing over 280 parks.  Each IM network has established "vital signs" monitoring in its parks. These vital signs represent elements and processes in park ecosystems that help indicate the overall health or condition of park resources. Network personnel monitor physical resources and processes (such as air, water, climate, fire, erosion), biological attributes (such as species and biological communities), and ecological processes (such as disturbance and productivity). The Southeast Coast Network (SECN) contains 15 parks containing natural resources, located in Alabama, Florida, Georgia, North Carolina, and South Carolina.Each spring, SECN collects audio recording data during implementation of the SECN's Vocal Anuran Community Monitoring Protocol.  Automated recording devices (ARDs) are used to capture 1-minute recordings of anuran vocalizations every twenty minutes overnight, on every fourth night between March and June.  Sampling takes place at up to 30 spatially-balanced random sampling locations per park.  Five of the SECN's 15 parks are sampled each year on a three-year rotation.  All discernable anuran vocalizations are reviewed from selected recordings and classified to species. These data address the following protocol objectives: (1)  Evaluate status of vocal anuran community species richness during the spring breeding season and (2) assess vocal anuran occupancy and spatial distribution at sampling locations during the breeding season.
DOI: 10.15468/dl.wghagp
title: Occurrence Download

description: A dataset containing 16404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Buteo platypterus (Vieillot, 1823)"
 ]
}

 The dataset includes 16404 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026840-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3nxcm5fsdz.1
title: DEMPgen: Physics event generator for Deep Exclusive Meson Production at Jefferson Lab and the EIC

description: There is increasing interest in deep exclusive meson production (DEMP) reactions, as they provide access to Generalized Parton Distributions over a broad kinematic range, and are the only means of measuring pion and kaon charged electric form factors at high Q^2. Such investigations are a particularly useful tool in the study of hadronic structure in QCD's transition regime from long-distance interactions described in terms of meson-nucleon degrees of freedom, to short-distance interactions governed by hard quark-gluon degrees of freedom. To assist the planning of future experimental investigations of DEMP reactions in this transition regime, such as at Jefferson Lab and the Electron-Ion Collider (EIC), we have written a special purpose event generator, DEMPgen. Currently, DEMPgen can generate the following reactions: t-channel p(e, e'π^+)n, p(e, e'K^+)Λ[Σ^0] and n(e, e'π^-)p from a polarized 3He target. DEMPgen is modular in form, so that additional reactions can be added over time.
The generator produces kinematically-complete reaction events which are absolutely-normalized, so that projected event rates can be predicted, and detector resolution requirements studied. The event normalization is based on parameterizations of theoretical models, appropriate to the kinematic regime under study. Both fixed target modes and collider beam modes are supported. This paper presents the structure of the generator, the model parameterizations used for absolute event weighting, the kinematic distributions of the generated particles, some initial results using the generator, and instructions for its use.
DOI: 10.15468/dl.xzpc4s
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinops melanostictus (Temminck & Schlegel, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 207 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026842-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/a33a-kc84
title: The impact of deep space radiation on cognitive performance: From biological sex to biomarkers to countermeasures (Elevated Plus Maze, Novel Object Recognition, Open Field, Radial Arm Water Maze, and Three Chamber Social Isolation/Interaction)

description: In the coming decade, astronauts will travel back to the moon in preparation for future Mars missions. Exposure to galactic cosmic radiation (GCR) is a major obstacle for deep space travel. Using multivariate principal components analysis, we found sex dimorphic responses in mice exposed to accelerated charged particles to simulate GCR (GCRsim); males displayed impaired spatial learning, whereas females did not. Mechanistically, these GCRsim induced learning impairments corresponded with chronic microglia activation and synaptic alterations in the hippocampus. Temporary microglia depletion shortly after GCRsim exposure mitigated GCRsim induced deficits measured months after the radiation exposure. Furthermore, blood monocyte levels measured early after GCRsim exposure were predictive of the late learning deficits and microglia activation measured in the male mice. Our findings (i) advance our understanding of charged particle induced cognitive challenges, (ii) provide evidence for early peripheral biomarkers for identifying late cognitive deficits, and (iii) offer potential therapeutic strategies for mitigating GCR induced cognitive loss. This study derives results from the behavior assays Elevated Plus Maze, Novel Object Recognition, Open Field, Radial Arm Water Maze, and Three Chamber Social Isolation/Interaction. These data are related to the Flow Cytometry data in OSD-776 (blood), OSD-777 (Microglia), and OSD-778 (Synapse).
DOI: 10.15468/dl.c3vsma
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clupea melanosticta Temminck & Schlegel, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026843-241126133413365/datasets/export for details.
DOI: 10.57830/2299423
title: SECN Landbird 2023 Cumulative Data Package

description: The National Park Service (NPS) operates 32 Inventory Monitoring (IM) networks across the United States encompassing over 280 parks.  Each IM network has established "vital signs" monitoring in its parks. These vital signs represent elements and processes in park ecosystems that help indicate the overall health or condition of park resources. Just as people monitor their vital signs such as blood pressure and pulse, the parks monitor selected vital signs to help them understand the condition and trends of park natural resources. Network personnel monitor physical resources and processes (such as air, water, climate, fire, erosion), biological attributes (such as species and biological communities), and ecological processes (such as disturbance and productivity). The Southeast Coast Network (SECN) contains 15 parks containing natural resources, located in Alabama, Florida, Georgia, North Carolina, and South Carolina.Each spring, SECN collects audio recording data during implementation of the SECN's Landbird Community Monitoring Protocol.  Automated recording devices (ARDs) are used to capture landbird vocalizations every second morning between March and June at up to 30 spatially-balanced random sampling locations per park.  Five of the SECN's 15 parks are sampled each year on a three-year rotation.  All discernable bird vocalizations are reviewed from selected recordings and classified to species.  These data address the following protocol objectives: (1) evaluate status of landbird community species richness during the spring breeding season and (2) assess landbird occupancy and spatial distribution at sampling locations during the breeding season.
DOI: 10.15468/dl.mpayyj
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saurida macrolepis Tanaka, 1917",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 410 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026844-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c4xvrdd25t.1
title: Slow Progress or Quick Success: Does green credit facilitate the service transformation of Chinese manufacturing enterprises?

description: This study considered non-financial A-share listed corporations between 2007 and 2021, with enterprise data retrieved from the CSMAR database, the Wind database, and various provincial and municipal statistical yearbooks. The collected data was processed as follows: (1) Given the adjustments to industry codes by the China Securities Regulatory Commission in 2012, this study standardized industry codes from before 2012 to the dimension of codes after 2012. (2) The sample industry was restricted to manufacturing, and all ST, *ST, and PT company samples were excluded. (3) Samples of corporations with severely missing fundamental data were removed. (4) Samples of corporations with a debt–asset ratio exceeding 1 were removed. (5) A 1% trimming was applied to all dummy variables. The final sample comprised 21,273 observations, with 6,868 samples designated as the experimental group and 14,405 samples designated as the control group.
DOI: 10.15468/dl.4bka22
title: Occurrence Download

description: A dataset containing 20634885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Portugal"
 ]
}

 The dataset includes 20634885 records from 1283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026838-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxgsgf
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Chelonoidis denticulata Obst, 1985"
 ]
}

 The dataset includes 192 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098354-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zehws8
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is one of (Francolinus pintadeanus (Scopoli, 1786), Francolinus francolinus (Linnaeus, 1766))"
 ]
}

 The dataset's 3 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082210-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqxw2x
title: Occurrence Download

description: A dataset containing 60478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tarentola mauritanica (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60478 records from 527 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078208-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fiie1u
title: Occurrence Download

description: A dataset containing 7855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apium graveolens L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 7855 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049296-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvseqt
title: Occurrence Download

description: A dataset containing 6650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melierax poliopterus Cabanis, 1868",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 6650 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348153-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p698c
title: Occurrence Download

description: A dataset containing 4241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Varanus niloticus (Linnaeus, 1766))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4241 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078223-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ir0lfs
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-104.06279 -50.35060,-34.54130 -50.35060,-34.54130 -22.57716,-104.06279 -22.57716,-104.06279 -50.35060))",
 "HasCoordinate is true",
 "TaxonKey is Fitzroya cupressoides (Molina) I.M.Johnst.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049298-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38chaw
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Semecarpus forstenii Blume"
 ]
}

 The dataset includes 242 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0349525-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7vzny
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orania sylvicola (Griff.) H.E.Moore"
 ]
}

 The dataset includes 83 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015409-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqscxb
title: Occurrence Download

description: A dataset containing 13656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachis hypogaea L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 13656 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049299-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8p9zh
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Semecarpus vitiensis (A.Gray) Engl."
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0349529-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5fv2y
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melitaea arcesia Bremer, 1861",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077394-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5qppe
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araucaria columnaris (J.R.Forst.) Hook.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 562 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049300-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dukrh5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apistogramma staecki Koslowski, 1985"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094322-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4z3666
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctopus monacanthus Carmich. ex Harv. & Sond."
 ]
}

 The dataset includes 261 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015406-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.