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

description: A dataset containing 43885104 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-75.15482 43.3044, -75.13253 43.3074, -73.12414 43.73837, -73.05585 43.79236, -73.04917 43.79998, -69.82404 47.52133, -69.81097 47.54078, -69.77971 47.60245, -69.77366 47.61468, -69.81058 47.73381, -69.98795 47.69834, -77.17253 45.85096, -77.2566 45.82648, -77.27422 45.76675, -76.36165 44.07182, -76.3055 44.0113, -75.22472 43.31974, -75.21034 43.31282, -75.16754 43.30476, -75.15482 43.3044))"
 ]
}

 The dataset includes 43885104 records from 949 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037367-241126133413365/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.27132603.v2
title: Output for <i>Facilitating Transition State Search with Minimal Conformational Sampling Using Reaction Graph</i>

description: This dataset contains generated reaction conformations and raw output for TS structure calculations for the Birkholz and Schlegel set, Intra-Diels Alder reaction, and the high-molecularity elementary reactions discovered by Nanoreactor.
DOI: 10.15468/dl.dssdgy
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table S2) Biometric data, time of ice breakup and carbon isotopic composition of adipose tissue of polar bears (Ursus maritimus) between 1991-2007"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037378-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eetk26
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 532 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037379-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmmy8s
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 30,180 30,180 90,-180 90,-180 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arcterica nana (Maxim.) Makino"
 ]
}

 The dataset includes 345 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037381-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xq76s
title: Occurrence Download

description: A dataset containing 2928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.01 27.03,123.17 27.03,123.17 31.18,118.01 31.18,118.01 27.03))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nycticorax nycticorax (Linnaeus, 1758)",
 "Year 2000-2020"
 ]
}

 The dataset includes 2928 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037382-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13856767
title: ASEAN Data on ICT

description: The dataset is used to conduct the sigma and beta convergence analysis for ASEAN top 5 countries. Several indicators are used as proxies for digitalization. Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381).
DOI: 10.5281/zenodo.13856768
title: ASEAN Data on ICT

description: The dataset is used to conduct the sigma and beta convergence analysis for ASEAN top 5 countries. Several indicators are used as proxies for digitalization. Data collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381).
DOI: 10.15468/dl.7a9jqw
title: Occurrence Download

description: A dataset containing 1416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.01 27.03,123.17 27.03,123.17 31.18,118.01 31.18,118.01 27.03))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Emberiza spodocephala Pallas, 1776",
 "Year 2000-2020"
 ]
}

 The dataset includes 1416 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037383-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2qegf
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephydatia robusta (Potts, 1888)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11456453
title: 3D Coseismic Deformation of the 2023 Türkiye Mw7.8-7.5 Earthquake Doublet Deduced from High-rate GNSS Observations

description: 3D displacements of the 2023 Türkiye Mw7.8-7.5 earthquakes derived from high-rate GNSS data.

This Zenodo repository contains 3D displacements for the paper "Coseismic Deformation and Kinematic Rupture Process of the 2023 Türkiye Mw7.8-7.5 Earthquake Doublet Deduced from High-rate GNSS Observations " by Dong et al. in  Geophysical Journal International. If you use any of the data or models please cite it accordingly.

For any questions or issues, email Zhihua Dong at dongzhihua93@163.com.
DOI: 10.5281/zenodo.11456454
title: 3D Coseismic Deformation of the 2023 Türkiye Mw7.8-7.5 Earthquake Doublet Deduced from High-rate GNSS Observations

description: 3D displacements of the 2023 Türkiye Mw7.8-7.5 earthquakes derived from high-rate GNSS data.

This Zenodo repository contains 3D displacements for the paper "Coseismic Deformation and Kinematic Rupture Process of the 2023 Türkiye Mw7.8-7.5 Earthquake Doublet Deduced from High-rate GNSS Observations " by Dong et al. in  Geophysical Journal International. If you use any of the data or models please cite it accordingly.

For any questions or issues, email Zhihua Dong at dongzhihua93@163.com.
DOI: 10.5281/zenodo.14342289
title: Dataset for: The geometry of correlated variability leads to highly suboptimal discriminative sensory coding

description: New datasets collected for or used in the paper "The geometry of correlated variability leads to highly suboptimal discriminative sensory coding."

200114_fov2_data.mat and roi_positions.mat contain the per-trial RGC activity used in the analysis and regions of interest coordinates, respectively.

r32_b7.mat and grdid.mat contain the per-trial ECoG activity used in the analysis and electore coordinates, respectively.
DOI: 10.5281/zenodo.14342290
title: Dataset for: The geometry of correlated variability leads to highly suboptimal discriminative sensory coding

description: New datasets collected for or used in the paper "The geometry of correlated variability leads to highly suboptimal discriminative sensory coding."

200114_fov2_data.mat and roi_positions.mat contain the per-trial RGC activity used in the analysis and regions of interest coordinates, respectively.

r32_b7.mat and grdid.mat contain the per-trial ECoG activity used in the analysis and electore coordinates, respectively.
DOI: 10.5281/zenodo.8346859
title: Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I.

description: This image dataset: "Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I", is the first part of the image dataset for train and validate deep learning models for oil spill detection and segmentation.

This part contains only the training and validation images for Oil spill.

The dataset comprises Sentinel-1 SAR images in Sigma0, in decibels (db), along with their ground truth. The images are 2048x2048x2, also the ground truth is 2048x2048; all of them are in TIFF format.

The files are organized in the following manner:



01_Train_Val_Oil_Spill_images consist of 1200 Sentinel-1 SAR Sigma0 images, in db, that correspond to oil spills.

01_Train_Val_Oil_Spill_mask: There are 1200 images in the database corresponding to the ground truth of Sentinel-1 SAR Sigma0 images of oil spills. The foreground is assigned a value of 1, while the background is assigned a value of 0.


Each corresponding ground truth has the same number as its respective image. For instance, the image of an oil spill has a corresponding number of 0001, as well as its ground truth.

 

The complete dataset consists of three parts:

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I. (10.5281/zenodo.8346860)

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part II. (10.5281/zenodo.8253899)

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part III. (10.5281/zenodo.13761290)
description: Note that only the Sentinel-1 Sigma0 images in decibels (db) with two polarizations (VV, VH) and dimensions of 2048x2048x2 are georeferenced. The masks or ground truth of each of these images are not georeferenced because they were treated as matrices for the purpose of training, validation, and testing of deep learning models.
DOI: 10.5281/zenodo.8346860
title: Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I.

description: This image dataset: "Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I", is the first part of the image dataset for train and validate deep learning models for oil spill detection and segmentation.

This part contains only the training and validation images for Oil spill.

The dataset comprises Sentinel-1 SAR images in Sigma0, in decibels (db), along with their ground truth. The images are 2048x2048x2, also the ground truth is 2048x2048; all of them are in TIFF format.

The files are organized in the following manner:



01_Train_Val_Oil_Spill_images consist of 1200 Sentinel-1 SAR Sigma0 images, in db, that correspond to oil spills.

01_Train_Val_Oil_Spill_mask: There are 1200 images in the database corresponding to the ground truth of Sentinel-1 SAR Sigma0 images of oil spills. The foreground is assigned a value of 1, while the background is assigned a value of 0.


Each corresponding ground truth has the same number as its respective image. For instance, the image of an oil spill has a corresponding number of 0001, as well as its ground truth.

 

The complete dataset consists of three parts:

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part I. (10.5281/zenodo.8346860)

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part II. (10.5281/zenodo.8253899)

Sentinel-1 SAR Oil spill image dataset for train, validate, and test deep learning models. Part III. (10.5281/zenodo.13761290)
description: Note that only the Sentinel-1 Sigma0 images in decibels (db) with two polarizations (VV, VH) and dimensions of 2048x2048x2 are georeferenced. The masks or ground truth of each of these images are not georeferenced because they were treated as matrices for the purpose of training, validation, and testing of deep learning models.
DOI: 10.15468/dl.r27pfe
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ephydatia robusta (Potts, 1888)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037385-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4rpd4
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 30,180 30,180 90,-180 90,-180 30))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sieversia pentapetala (L.) Greene"
 ]
}

 The dataset includes 560 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037386-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plfsps
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Dolichos schweinfurthii Harms"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018802-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8g4h2
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Santalum album L."
 ]
}

 The dataset includes 291 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006365-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucxtm7
title: Occurrence Download

description: A dataset containing 1787 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viburnum foetidum Wall."
 ]
}

 The dataset includes 1787 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018802-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ygy2d
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neolissochilus stracheyi (Day, 1871))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048910-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ytgsb
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lagothrix poeppigii Schinz, 1844"
 ]
}

 The dataset includes 95 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168927-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my3nqc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Dolichos tonkouiensis Portères"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018803-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h66bhy
title: Occurrence Download

description: A dataset containing 307397 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digitalización y sistematización de las colecciones biológicas del INECOL (Herbario)"
 ]
}

 The dataset includes 307397 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154245-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwlo1o
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salpichlaena hookeriana (Kuntze) Alston"
 ]
}

 The dataset includes 184 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018805-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tbyca
title: Occurrence Download

description: A dataset containing 2625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ruditapes decussatus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2625 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048909-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.paz42w
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delia coarctata (Fallén, 1825)"
 ]
}

 The dataset includes 445 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203947-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1vtxsg
title: Occurrence Download

description: A dataset containing 6802 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Rubus tuberculatus Barb."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6802 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018807-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezyrwo
title: Occurrence Download

description: A dataset containing 1016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caracal caracal (Schreber, 1776)"
 ]
}

 The dataset includes 1016 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001547-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oi2fj2
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viburnum glomeratum Maxim."
 ]
}

 The dataset includes 261 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018808-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyf52q
title: Occurrence Download

description: A dataset containing 2358 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Helechos y grupos emparentados del Herbario LIL (FML-Tucumán)"
 ]
}

 The dataset includes 2358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003355-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqngwk
title: Occurrence Download

description: A dataset containing 55007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.348 34.897,-119.473 34.897,-119.473 35.795,-121.348 35.795,-121.348 34.897))",
 "DatasetKey is Consortium of California Herbaria"
 ]
}

 The dataset includes 55007 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018809-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq5w5t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplotaxis brevicaulis (Wibel) Bluff & Fingerh."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046051-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2jvxhg
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Sesamum angolense Welw.",
 "TaxonKey is Sesamum abbreviatum Merxm."
 ]
}

 The dataset includes 433 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193083-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukehgl
title: Occurrence Download

description: A dataset containing 708311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1970-2019",
 "Geometry POLYGON((84.19922 47.7541,72.59766 37.16032,78.92578 31.05293,91.58203 26.74561,103.53516 18.31281,124.62891 20.63278,122.16797 39.09596,128.49609 37.99616,131.66016 43.32518,134.47266 48.22467,128.14453 50.28934,125.68359 53.54031,121.11328 53.33087,116.89453 50.06419,116.89453 45.58329,108.10547 43.32518,97.91016 43.06889,89.12109 47.7541,84.19922 47.7541))",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 708311 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018809-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qzyyc
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pteronotus davyi Gray, 1838"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211530-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i0rb6x
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1998-2018",
 "TaxonKey is Albizia ferruginea (Guill. & Perr.) Benth."
 ]
}

 The dataset includes 314 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018810-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.