cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17619195
title: FlareSat: A Benchmark Landsat 8 Dataset for Gas Flaring Segmentation in Oil and Gas Facilities

description: Gas flaring is widely used in oil and gas facilities to prevent pressure buildup and ensure operational safety. However, large-scale flaring releases substantial amounts of greenhouse gases, contributing to climate change. Detecting and monitoring gas flaring is therefore essential for mitigation efforts. Satellite imagery provides key advantages for these tasks, including open data availability, global coverage, and broad spectral information. Despite the existence of datasets for flame and smoke detection, as well as hyperspectral data for methane emissions, there remains a lack of open satellite datasets specifically designed for gas flaring detection using deep learning.

This dataset aims to address this gap by providing a specialized resource for gas flaring segmentation using Landsat 8 imagery. It includes 7,337 labeled image patches (256 × 256 pixels) covering 5,508 oil and gas facilities across 94 countries, spanning both onshore and offshore sites. To improve model robustness and reduce false positives, the dataset also incorporates patches containing visually similar sources such as wildfires and urban areas with high solar reflectance.

The temporal coverage of the dataset is 2019, focusing on the months that recorded the highest increases in pollution from gas flaring (World Bank Global Gas Flaring Data) (American Petroleum Institute) and to the VIIRS Nightfire study—March, August, September, and December—during which 8,098 unique flare locations were observed (links to be added).

A corresponding research paper describing the dataset and baseline segmentation experiments is currently under review at Journal of the Brazilian Computer Society (JBCS) and will be added as a reference once published.
DOI: 10.5281/zenodo.17619196
title: FlareSat: A Benchmark Landsat 8 Dataset for Gas Flaring Segmentation in Oil and Gas Facilities

description: Gas flaring is widely used in oil and gas facilities to prevent pressure buildup and ensure operational safety. However, large-scale flaring releases substantial amounts of greenhouse gases, contributing to climate change. Detecting and monitoring gas flaring is therefore essential for mitigation efforts. Satellite imagery provides key advantages for these tasks, including open data availability, global coverage, and broad spectral information. Despite the existence of datasets for flame and smoke detection, as well as hyperspectral data for methane emissions, there remains a lack of open satellite datasets specifically designed for gas flaring detection using deep learning.

This dataset aims to address this gap by providing a specialized resource for gas flaring segmentation using Landsat 8 imagery. It includes 7,337 labeled image patches (256 × 256 pixels) covering 5,508 oil and gas facilities across 94 countries, spanning both onshore and offshore sites. To improve model robustness and reduce false positives, the dataset also incorporates patches containing visually similar sources such as wildfires and urban areas with high solar reflectance.

The temporal coverage of the dataset is 2019, focusing on the months that recorded the highest increases in pollution from gas flaring (World Bank Global Gas Flaring Data) (American Petroleum Institute) and to the VIIRS Nightfire study—March, August, September, and December—during which 8,098 unique flare locations were observed (links to be added).

A corresponding research paper describing the dataset and baseline segmentation experiments is currently under review at Journal of the Brazilian Computer Society (JBCS) and will be added as a reference once published.
DOI: 10.15468/dl.msq26z
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.2188 27.14913, -110.0688 27.14913, -110.0688 27.29913, -110.2188 27.29913, -110.2188 27.14913))"
 ]
}

 The dataset includes 243 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036304-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxrgjx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Romanogobio belingi",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036305-251025141854904/datasets/export for details.
DOI: 10.15468/dl.jup5d2
title: Occurrence Download

description: A dataset containing 542676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.45551 69.67194,-14.32792 54.44834,-13.55344 34.91097,24.39619 34.27341,39.88583 42.74068,36.7879 73.34461,10.45551 69.67194))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus elaphus",
 "Year 1970-2025"
 ]
}

 The dataset includes 542676 records from 1103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036269-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wukdna
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterodoassansia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 194 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036306-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13746552
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34740/kaggle/dsv/13746560
title: Balochi Language to English Translation Dataset
DOI: 10.25740/bw985nr0021
title: Dual-orientation of collagen fibers to guide cell alignment in 3D-printed constructs

description: This deposit contains data referred to in the manuscript titled "Dual-orientation of collagen fibers to guide cell alignment in 3D-printed constructs".
DOI: 10.15468/dl.cmguqw
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.0688 27.14913, -109.9188 27.14913, -109.9188 27.29913, -110.0688 27.29913, -110.0688 27.14913))"
 ]
}

 The dataset includes 598 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036308-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nasgd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rutilus frisii",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036309-251025141854904/datasets/export for details.
DOI: 10.15468/dl.sezn4d
title: Occurrence Download

description: A dataset containing 2646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uredo",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2646 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036310-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn4rey
title: Occurrence Download

description: A dataset containing 94213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "TaxonKey is Pinus strobus"
 ]
}

 The dataset includes 94213 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036279-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kag-wca-xmt
title: Juvavites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdb-8zj-6hz
title: †Discorbis supracretacea Schijfsma, 1946

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psn-bxl-1w6
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sp7-mbs-gk4
title: †Siderolites calcitrapoides Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1r-g8y-dtl
title: †Pugnax Hall & Clarke, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x5t-tsv-6ve
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7dc-kaa-3xj
title: Morone

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/we7-9al-pxv
title: Arca Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbf-wa6-vs0
title: †Gaudryina rugosa d'Orbigny, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4x5-dzl-knp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hew-p68-c89
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpt-88z-qkp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ra-sd3-172
title: †Discorbis supracretacea Schijfsma, 1946

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tx0-s78-75c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02p-rjr-e3t
title: †Nonionella troostae (Visser, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/get-r1t-gkf
title: †Guttulina adhaerens (Olszewski, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bb-b5k-5tn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pz-v6e-b20
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/060-0yn-4dy
title: Emys orbicularis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ws2-2rb-psh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pm-w4d-9b7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a5g-r0s-qc5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xdh-3vx-5ax
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/al6-27v-4xf
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d69-bfb-494
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4f4-sfh-45k
title: Merluccius merluccius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0t6-l69-qy7
title: Gobius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwn-pjr-7bh
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dv2-3hz-kqx
title: Pseudopolymorphina soldanii (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qc6-9nz-rfp
title: Leptodermella Rhumbler, 1935

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwy-zt9-39x
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kmy-1hh-9rk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x6y-8tr-fsq
title: Testudo

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5f3-e8s-ydv
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gx-4sc-6r8
title: Testudo

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/swp-d80-rsb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fr-a0d-38v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xz-cc9-nc9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1gc-x7d-6bh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cv3-lmw-pz0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjy-mj1-bpr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.crwu5s
title: Occurrence Download

description: A dataset containing 3161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coccothraustes coccothraustes (Linnaeus, 1758)",
 "Year 2010-2025"
 ]
}

 The dataset includes 3161 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030304-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/j1hw-as94
title: "Earthformer_MSTSP: A dynamic simulation-based model for mining subsidence prediction using InSAR observations"

description: "The data associated with this paper include static simulation data of mining subsidence, dynamic simulation data, time-series simulation data with Gaussian fusion, and the results of the InSAR time-series processing section of the validation area with the application of the GAMMA software."
DOI: 10.5281/zenodo.15329751
title: VEFill

description: This dataset contains all supplementary materials for the study "VEFill: a model for accurate and generalizable deep mutation scanning score imputation across protein domains", including:





Preprocessed data used for model training




Pretrained VEFill models




PostgreSQL database backup file




Supplementary materials for the manuscript
DOI: 10.15468/dl.vabug2
title: Occurrence Download

description: A dataset containing 10964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylorhiza incarnata subsp. cruenta (O.F.Müll.) P.D.Sell",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 10964 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030307-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcsqv4
title: Occurrence Download

description: A dataset containing 821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Eritrea, Ethiopia, Kenya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tithonia diversifolia (Hemsl.) A.Gray"
 ]
}

 The dataset includes 821 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030306-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3pnrx
title: Occurrence Download

description: A dataset containing 281775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylorhiza majalis (Rchb.) P.F.Hunt & Summerh.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 281775 records from 727 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030292-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8jzgn
title: Occurrence Download

description: A dataset containing 600044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actinodura morrisoniana Ogilvie-Grant, 1906, Actinodura nipalensis (Hodgson, 1836), Actinodura ramsayi Walden, 1875, Actinodura souliei Oustalet, 1897, Minla strigula (Hodgson, 1837), Actinodura waldeni Godwin-Austen, 1874, Cutia nipalensis Hodgson, 1837, Garrulax canorus (Linnaeus, 1758), Garrulax castanotis (Ogilvie-Grant, 1899), Garrulax leucolophus (Hardwicke, 1816), Garrulax maesi (Oustalet, 1890), Garrulax merulinus Blyth, 1851, Garrulax monileger (Hodgson, 1836), Garrulax strepitans Blyth, 1855, Garrulax taewanus Swinhoe, 1859, Garrulax striatus (Vigors, 1831), Heterophasia auricularis (Swinhoe, 1864), Heterophasia capistrata (Vigors, 1831), Heterophasia desgodinsi (Oustalet, 1877), Heterophasia gracilis (Horsfield, 1840), Heterophasia picaoides (Hodgson, 1839), Heterophasia pulchella (Godwin-Austen, 1874), Garrulax bieti (Oustalet, 1897), Garrulax cineraceus (Godwin-Austen, 1874), Ianthocincla lunulata J.Verreaux, 1871, Garrulax maximus (J.Verreaux, 1870), Garrulax ocellatus (Vigors, 1831), Garrulax rufogularis (Gould, 1835), Garrulax sukatschewi (Berezowski & Bianchi, 1891), Heterophasia annectans (Blyth, 1847), Leiothrix argentauris (Hodgson, 1837), Leiothrix lutea (Scopoli, 1786), Liocichla bugunorum Athreya, 2006, Liocichla omeiensis Riley, 1926, Liocichla phoenicea (Gould, 1837), Liocichla ripponi (Oates, 1900), Liocichla steerii Swinhoe, 1877, Minla ignotincta Hodgson, 1837, Garrulax albogularis (Gould, 1836), Garrulax berthemyi (Oustalet, 1876), Garrulax caerulatus (Hodgson, 1836), Garrulax chinensis (Scopoli, 1786), Garrulax courtoisi Menegaux, 1923, Garrulax davidi (Swinhoe, 1868), Garrulax gularis (McClelland, 1840), Babax koslowi (Bianchi, 1905), Babax lanceolatus (J.Verreaux, 1870), Garrulax pectoralis (Gould, 1836), Garrulax perspicillatus (Gmelin, 1789), Garrulax poecilorhynchus Gould, 1863, Garrulax ruficeps Gould, 1863, Garrulax ruficollis (Jardine & Selby, 1838), Pterorhinus sannio (Swinhoe, 1867), Babax waddelli Dresser, 1905, Trochalopteron affine (Blyth, 1843), Trochalopteron chrysopterum (Gould, 1835), Trochalopteron elliotii J.Verreaux, 1870, Trochalopteron erythrocephalum (Vigors, 1832), Trochalopteron formosum J.Verreaux, 1869)",
 "Geometry POLYGON((73.4990129 3.8378886,135.0873769 3.8378886,135.0873769 53.5616571,73.4990129 53.5616571,73.4990129 3.8378886))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 600044 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030284-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab6rkw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tithonia rotundifolia (Mill.) S.F.Blake"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030310-250426092105405/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.26977864
title: <b>Postnatal development in the cold render bird mitochondria more susceptible to heat stress</b>

description: Research on birds suggests that extreme weather events during development may have long-lasting consequences on form and function. The underlying cellular mechanisms mediating such phenotypic effects are poorly studied. We raised Japanese quail in warm (30°C) or cold (10°C) temperatures from hatching until adulthood and then measured mitochondrial metabolism in intact blood cells at representative normothermic body temperature (41°C) and a hyperthermic temperature (45°C), that quail commonly attain when heat stressed. To investigate whether any postnatal developmental effects were reversible, half of the cold- and warm-acclimated birds were assigned to a common garden (20°C) 3 weeks before the measurements. Across groups, hyperthermia was associated with increased proton leak but decreased phosphorylating respiration (where ATP is produced) and maximal working capacity of the mitochondria. Cold-reared birds were more strongly affected by heat stress: the increase in proton leak was 1.6-fold higher compared to warm-acclimated birds. This did not reflect developmental programming, as the difference did not remain in the common-garden birds. Our study describes the cellular consequences of overheating and suggests that cold acclimation during postnatal development is traded off against heat tolerance at the level of cellular metabolism. These findings have potential implications for understanding avian responses to climate change.