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

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon auratus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017874-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86z6w5
title: Occurrence Download

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

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017875-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec6ycr
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spisula isabelleana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017876-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17157441
title: Supporting data for "Probabilistic description of flake orientation suspended in rotating wave flows"

description: This dataset contains calculated data and visualization scripts to reproduce Figure 1a and 1b from the article "Probabilistic description of flake orientation suspended in rotating wave flows" published in Physical Review Fluids. The data includes meridional stream function data for axisymmetric spherical Couette flow and orientation anisotropy distribution computed using the Fokker-Planck framework.

Files included:- Fig1a.gp: Gnuplot script for meridional streamlines (Figure 1a)- Fig1b.gp: Gnuplot script for orientation anisotropy (Figure 1b)  - MeridionalStreamFunc: Stream function data (r, theta, stream_function)- AnIsotropy: Anisotropy field data (r, theta, anisotropy_value)- README.txt: Parameter descriptions and usage instructions

Parameters: Inner radius Rin=2, Outer radius Rout=4, Reynolds number Re=320, Diffusion coefficients (Dr,Ds)=(1,1/16).
DOI: 10.15468/dl.q3d7m5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017879-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.17157440
title: Supporting data for "Probabilistic description of flake orientation suspended in rotating wave flows"

description: This dataset contains calculated data and visualization scripts to reproduce Figure 1a and 1b from the article "Probabilistic description of flake orientation suspended in rotating wave flows" published in Physical Review Fluids. The data includes meridional stream function data for axisymmetric spherical Couette flow and orientation anisotropy distribution computed using the Fokker-Planck framework.

Files included:- Fig1a.gp: Gnuplot script for meridional streamlines (Figure 1a)- Fig1b.gp: Gnuplot script for orientation anisotropy (Figure 1b)  - MeridionalStreamFunc: Stream function data (r, theta, stream_function)- AnIsotropy: Anisotropy field data (r, theta, anisotropy_value)- README.txt: Parameter descriptions and usage instructions

Parameters: Inner radius Rin=2, Outer radius Rout=4, Reynolds number Re=320, Diffusion coefficients (Dr,Ds)=(1,1/16).
DOI: 10.15468/dl.c3w5ex
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017878-250914085247600/datasets/export for details.
DOI: 10.15468/dl.shudnj
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spisula sachalinensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017880-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wz3vy6
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stauropus alternus"
 ]
}

 The dataset includes 384 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017881-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkf6e9
title: Occurrence Download

description: A dataset containing 61073 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of the European Northeast of the USSR: Digitized Occurrences of Vascular Plants"
 ]
}

 The dataset includes 61073 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017868-250914085247600/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.29948990.v3
title: Cyclic 4D Bipolar Universe.

description: Standard cosmological models, premised on a metric-only extrapolation from a singular origin, require ad-hoc constructs such as inflation to align with observation and fail to account for the symmetric evolution of matter fields. This paper presents a logically consistent alternative: an eternal and cyclic Bipolar Universe described by a four-dimensional bipolar symmetry of Planck domains. In this model, the fourth dimension is a geometric energy gradient, and all cosmic phenomena emerge from a single <i>a priori</i> rule of energy flow from higher to lower frequencies. A principle of displacement, where local collapse (fusion) necessarily drives global expansion, provides a direct, causal link between matter and the voids. This framework provides an inherent geometric explanation for matter, dark matter, and dark energy as mathematically inverse fields, resolving the paradox of a finite origin and avoiding the need for a Big Bang.This conceptual framework is presented to invite collaboration with a theoretical physicist to formalize its principles, <b>with a focus on applying gauge theory. </b>The Gauge-Theory Outline was generated in collaboration with AI. It represents a translation of my original geometric axioms into the mathematical language of gauge theory (fields, Lagrangians, symmetries). and is included in the files.
DOI: 10.34740/kaggle/dsv/13105939
title: Contrastive Language Image Pretraining by openai
DOI: 10.15468/dl.96w5zy
title: Occurrence Download

description: A dataset containing 60577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria exposure experiment North Sea",
 "GadmLevel1Gid is BEL.2_1"
 ]
}

 The dataset includes 60577 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017862-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e66yyj
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017883-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s86r5s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens",
 "Country is Azerbaijan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017882-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8rrbt
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon saliens",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017884-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtf6uf
title: Occurrence Download

description: A dataset containing 134431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Manscape",
 "GadmLevel1Gid is BEL.2_1"
 ]
}

 The dataset includes 134431 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017871-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkt4y8
title: Occurrence Download

description: A dataset containing 12644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spisula solida",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 12644 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017885-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6g47n
title: Occurrence Download

description: A dataset containing 31086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "GadmLevel1Gid is BEL.2_1"
 ]
}

 The dataset includes 31086 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017886-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqp8kn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017888-250914085247600/datasets/export for details.
DOI: 10.14457/tu.the.2024.517
title: Firespot-seg: a segmentation database for early-stage wildfire smoke detection with demonstration of yolov8-seg model

description: Wildfires are among the most destructive natural disasters, causing extensive dam- age to ecosystems, communities, and economies. In recent years, computer vision tech- niques have emerged to improve detection accuracy and eciency. One of the interesting approaches is the segmentation method, which is particularly suitable for this task due to the complex behavior of wildfire smoke, which varies in volume, density, and color based on factors like wind speed, humidity, and temperature. However, there is a scarcity of seg- mentation datasets for wildfire smoke. To address this gap, we created a dataset in YOLO segmentation format and binary mask format containing 2,913 images of wildfire smoke. This paper presents a new wildfire smoke detection segmentation dataset derived from the FireSpot dataset. Our implementation of the YOLOv8s-Seg model used as a baseline for future development, achieved 94.4% accuracy in bounding box detection and 92.8% in seg- mentation detection at a 0.3 IoU threshold. These results demonstrate the model’s perfor- mance and present the use case of this dataset for researchers developing new segmentation models.
DOI: 10.15468/dl.mafapw
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Austrolebias bellottii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 91 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017887-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb4un9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017889-250914085247600/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13105964
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.g94qf6
title: Occurrence Download

description: A dataset containing 164077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "GadmLevel1Gid is BEL.2_1"
 ]
}

 The dataset includes 164077 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017877-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my38s3
title: Occurrence Download

description: A dataset containing 1605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aglaomorpha histrio"
 ]
}

 The dataset includes 1605 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017892-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11109187
title: Basic-ECVs for Case Studies (yearly timeseries)

description: Yearly timeseries (.csv) of basic-ecvs spatially averaged over Case Studies for different climate scenarios (historical, SSP1-2.6, SSP2-4.5, SSP5-8.5) and time horizons (1985-2014, 2015-2100). Data are created by RethinkAction project using statistical downscaling method from CMIP6 simulations.

We acknowledge the World Climate Research Programme, which, through its Working Group on Coupled Modelling, coordinated and promoted CMIP6. We thank the climate modeling groups for producing and making available their model output, the Earth System Grid Federation (ESGF) for archiving the data and providing access, and the multiple funding agencies who support CMIP6 and ESGF.

Moreover, we acknowledge the Copernicus Climate Change Service (C3S) Climate Data Store (CDS) to provide access to CMIP6, CERRA, ERA5 and ERA5-Land data:



Copernicus Climate Change Service, Climate Data Store, (2021): CMIP6 climate projections. Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: 10.24381/cds.c866074c.

Schimanke S., Ridal M., Le Moigne P., Berggren L., Undén P., Randriamampianina R., Andrea U., Bazile E., Bertelsen A., Brousseau P., Dahlgren P., Edvinsson L., El Said A., Glinton M., Hopsch S., Isaksson L., Mladek R., Olsson E., Verrelle A., Wang Z.Q., (2021): CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.622a565a

Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D.,Thépaut, J-N. (2023): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.adbb2d47

Muñoz Sabater, J. (2019): ERA5-Land hourly data from 1950 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: 10.24381/cds.e2161bac


Acknowledgement also to:



DRAAC, 2023, Regional climate data provided by the Regional Ditectorate for the Environment and Climate Change of the Regional Autonomous Government of Azores (https://portal.azores.gov.pt/en/web/draac)

SRAA\CCIAM, 2017. Programa Regional de Alterações Climáticas (PRAC), Secretaria Regional do Ambiente e Ação Climática (SRAA) of the Governo dos Açores, Climate Change Impacts, Adaptation and Modelling (CCIAM) of the Faculdade de Ciências da Universidade de Lisboa (FCUL), https://snig.dgterritorio.gov.pt/rndg/srv/por/catalog.search#/metadata/8804acd9-9d0f-40fb-bc2e-e4dff8c2b4b1
DOI: 10.5281/zenodo.11109188
title: Basic-ECVs for Case Studies (yearly timeseries)

description: Yearly timeseries (.csv) of basic-ecvs spatially averaged over Case Studies for different climate scenarios (historical, SSP1-2.6, SSP2-4.5, SSP5-8.5) and time horizons (1985-2014, 2015-2100). Data are created by RethinkAction project using statistical downscaling method from CMIP6 simulations.

We acknowledge the World Climate Research Programme, which, through its Working Group on Coupled Modelling, coordinated and promoted CMIP6. We thank the climate modeling groups for producing and making available their model output, the Earth System Grid Federation (ESGF) for archiving the data and providing access, and the multiple funding agencies who support CMIP6 and ESGF.

Moreover, we acknowledge the Copernicus Climate Change Service (C3S) Climate Data Store (CDS) to provide access to CMIP6, CERRA, ERA5 and ERA5-Land data:



Copernicus Climate Change Service, Climate Data Store, (2021): CMIP6 climate projections. Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: 10.24381/cds.c866074c.

Schimanke S., Ridal M., Le Moigne P., Berggren L., Undén P., Randriamampianina R., Andrea U., Bazile E., Bertelsen A., Brousseau P., Dahlgren P., Edvinsson L., El Said A., Glinton M., Hopsch S., Isaksson L., Mladek R., Olsson E., Verrelle A., Wang Z.Q., (2021): CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.622a565a

Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D.,Thépaut, J-N. (2023): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.adbb2d47

Muñoz Sabater, J. (2019): ERA5-Land hourly data from 1950 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS). DOI: 10.24381/cds.e2161bac


Acknowledgement also to:



DRAAC, 2023, Regional climate data provided by the Regional Ditectorate for the Environment and Climate Change of the Regional Autonomous Government of Azores (https://portal.azores.gov.pt/en/web/draac)

SRAA\CCIAM, 2017. Programa Regional de Alterações Climáticas (PRAC), Secretaria Regional do Ambiente e Ação Climática (SRAA) of the Governo dos Açores, Climate Change Impacts, Adaptation and Modelling (CCIAM) of the Faculdade de Ciências da Universidade de Lisboa (FCUL), https://snig.dgterritorio.gov.pt/rndg/srv/por/catalog.search#/metadata/8804acd9-9d0f-40fb-bc2e-e4dff8c2b4b1
DOI: 10.15468/dl.6kh8xf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017893-250914085247600/datasets/export for details.
DOI: 10.15468/dl.cdzpja
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil cephalus",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017894-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17155915
title: MusiQAl: Music Question-Answering through Audio-Video Fusion

description: What are the most relevant questions to ask a machine about a music performance? MusiQAl is a dataset created and annotated by a research team at RITMO for the task of Music Question Answering (MQA).

Purpose The purpose of creating MusiQal is to address significant limitations in existing MQA datasets, which often focus only on instrument performance and overlook important qualitative characteristics such as interaction, performance energy, and audience engagement. MusiQAl bridges existing gaps by catering to three performance types: instrument, singing, and dancing. It introduces a new set of questions that capture nuanced aspects of music performance, inspired by music cognition theories and advancements in machine perception of music.

Utility Audio-video and question-answer pairs are all available in this repository. Extracted features are also provided, as well as the code for constructing and evaluating the dataset in SOTA models.
DOI: 10.15468/dl.w8xd8f
title: Occurrence Download

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

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017895-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.