cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18305152
title: Aerosol climatology for the ARRA reanalysis

description: This file contains the aerosol loads (kg m-2) as a function of month, pressure, latitude and longitude, used in the radiation scheme of the AROME model configuration for the ARRA reanalysis. This version has is based on the CAMS reanalysis (Inness et al. 2020) over the period 2003-2024, and extended before 2003 using the CNRM TACTIC dataset used in CMIP6 climate simulations (Michou et al. 2020). Volcanic aerosols have been added to the sulfate load in order to take into account the main historical eruptions (up to 2014) following the CMIP6 volcanic forcing.

The horizontal resolution of this dataset is 3°, with aerosol loads distributed on 60 vertical levels, as in the original aerosol climatology of Bozzo et al. (2019). The following aerosol variables are available:



Sea_Salt_bin1

Sea_Salt_bin2

Sea_Salt_bin3

Mineral_Dust_bin1

Mineral_Dust_bin2

Mineral_Dust_bin3

Organic_Matter_hydrophilic

Organic_Matter_hydrophobic

Black_Carbon_hydrophilic

Black_Carbon_hydrophobic

Sulfates
DOI: 10.5281/zenodo.18319004
title: Tracking biodiversity and climate responses in Arctic waters: Insights from eDNA metabarcoding in Svalbard (2/2)

description: Monitoring biodiversity patterns and their changes in Arctic coastal ecosystems is critical under ongoing climate changes. However, common current approaches require high effort and expertise which in turn limit the spatial and temporal scale of monitoring. Here, we investigated both the fish and marine invertebrate communities across Svalbard using a multi-marker environmental DNA metabarcoding approach. We analysed marine water, sediment and zooplankton filtered from marine water collected from sites influenced by the warm West Spitsbergen Current and the cold East Spitsbergen Current. Following metabarcoding amplification using mitochondrial COI, 12S, 16S and nuclear 18S markers and high-throughput sequencing, we retrieved an extensive overview of Svalbard marine biodiversity. While water and sediment samples collected across Svalbard showed a homogenous biodiversity signal across regions, zooplankton samples revealed clear spatial differences in community composition, with significantly distinct assemblages in the northwest and southeast of Svalbard. We identified potential bioindicator species for use in rapid assessment of impacts of marine temperature increase, and confirmed observed patterns of ongoing shifts in community structure as a response to climate changes. Overall, our findings show that species composition depending on fine-scale climate variation of Arctic waters can be effectively studied and monitored using environmental DNA. These insights can help us understand current and evolving climate-driven changes.
DOI: 10.5281/zenodo.16612437
title: Tracking biodiversity and climate responses in Arctic waters: Insights from eDNA metabarcoding in Svalbard (2/2)

description: Monitoring biodiversity patterns and their changes in Arctic coastal ecosystems is critical under ongoing climate changes. However, common current approaches require high effort and expertise which in turn limit the spatial and temporal scale of monitoring. Here, we investigated both the fish and marine invertebrate communities across Svalbard using a multi-marker environmental DNA metabarcoding approach. We analysed marine water, sediment and zooplankton filtered from marine water collected from sites influenced by the warm West Spitsbergen Current and the cold East Spitsbergen Current. Following metabarcoding amplification using mitochondrial COI, 12S, 16S and nuclear 18S markers and high-throughput sequencing, we retrieved an extensive overview of Svalbard marine biodiversity. While water and sediment samples collected across Svalbard showed a homogenous biodiversity signal across regions, zooplankton samples revealed clear spatial differences in community composition, with significantly distinct assemblages in the northwest and southeast of Svalbard. We identified potential bioindicator species for use in rapid assessment of impacts of marine temperature increase, and confirmed observed patterns of ongoing shifts in community structure as a response to climate changes. Overall, our findings show that species composition depending on fine-scale climate variation of Arctic waters can be effectively studied and monitored using environmental DNA. These insights can help us understand current and evolving climate-driven changes.
DOI: 10.5281/zenodo.18319203
title: Vernonia incana Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18319204
title: Vernonia incana Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.3cw46v
title: Occurrence Download

description: A dataset containing 421036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "GadmGid is PRT.4_1",
 "Year 1000-2026"
 ]
}

 The dataset includes 421036 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000786-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17651926
title: "When Will the Next Shock Happen? A Dynamic Framework for Event Probability Estimation"

description: Research data and results
DOI: 10.5281/zenodo.16907848
title: Ija Research Station   (RGB) -November 29 2022

description: This orthomosaic of Inalahan, Guam was created from 305 images taken on November 29 2022, at 300ft AGL, with a DJI Matrice 30T. The mission was planned using the DJI Pilot application and post-processed using Drone Deploy.This project was made possible through funding by the following grant(s): NASA Guam EPSCoR  (80NSSC22M0052), NASA Guam Space Grant  (80NSSC20M0039 / UH Subaward: MA1550) , and PI-CASC (G19AC00087).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.16907849
title: Ija Research Station   (RGB) -November 29 2022

description: This orthomosaic of Inalahan, Guam was created from 305 images taken on November 29 2022, at 300ft AGL, with a DJI Matrice 30T. The mission was planned using the DJI Pilot application and post-processed using Drone Deploy.This project was made possible through funding by the following grant(s): NASA Guam EPSCoR  (80NSSC22M0052), NASA Guam Space Grant  (80NSSC20M0039 / UH Subaward: MA1550) , and PI-CASC (G19AC00087).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.25549/inscriptifact-ouc110812753
title: Attic Black-Figure Sherd with Two Male Figures, BMC P.1573

description: [Text or Publication Number Note:] BMC P.1573 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 4 9/16 x 3 x 1/2 in. (11.6 x 7.6 x 1.3 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812835
title: Hellenistic Molded Bowl with Vegetal Decoration, BMC P.1630

description: [Text Description:] Hellenistic ❧ [Text or Publication Number Note:] BMC P.1630 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Molded Bowl ❧ [Physical Object Note:] 2 3/8 x 4 3/16 x 4 1/8 in. (6 x 10.6 x 10.5 cm) ❧ [Physical Object Note:] Bowls
DOI: 10.25549/inscriptifact-ouc110812953
title: Corinthian Kotyle/Skyphos (Cup) Body Sherd, BMC P.2838

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.2838 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Body Sherd ❧ [Physical Object Note:] 7/8 in. x 1 1/8 in. x 3/16 in. (2.3 cm x 2.9 cm x 0.4 cm) ❧ [Physical Object Note:] Skyphoi
DOI: 10.25549/inscriptifact-ouc110812957
title: Corinthian Kotyle/Skyphos (Cup) Body Sherd, BMC P.2838

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.2838 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Body Sherd ❧ [Physical Object Note:] 7/8 in. x 1 1/8 in. x 3/16 in. (2.3 cm x 2.9 cm x 0.4 cm) ❧ [Physical Object Note:] Skyphoi
DOI: 10.25549/inscriptifact-ouc110812935
title: Middle Corinthian Kotyle/Skyphos (Cup) Body Sherd, BMC P.2834

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.2834 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Body Sherd ❧ [Physical Object Note:] 7/8 in. x 1 in. x 1/8 in. (2.3 cm x 2.6 cm x 0.3 cm) ❧ [Physical Object Note:] Skyphoi
DOI: 10.25549/inscriptifact-ouc110812839
title: Hellenistic Molded Bowl with Vegetal Decoration, BMC P.1630

description: [Text Description:] Hellenistic ❧ [Text or Publication Number Note:] BMC P.1630 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Molded Bowl ❧ [Physical Object Note:] 2 3/8 x 4 3/16 x 4 1/8 in. (6 x 10.6 x 10.5 cm) ❧ [Physical Object Note:] Bowls
DOI: 10.25549/inscriptifact-ouc110812966
title: Middle Corinthian Kotyle/Skyphos (Cup) Body Sherd, BMC P.2834

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.2834 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Kotyle/Skyphos (Cup) Body Sherd ❧ [Physical Object Note:] 7/8 in. x 1 in. x 1/8 in. (2.3 cm x 2.6 cm x 0.3 cm) ❧ [Physical Object Note:] Skyphoi
DOI: 10.34740/kaggle/dsv/11997671
title: Mahanagar Yatayat Transport Dataset
DOI: 10.6084/m9.figshare.28840898
title: Supplementary Materials for Schechter et al. (2025) Brief Communication

description: Supplementary information, figures, and tables for Schechter et al. (2025) Brief Communication. Learn more about this dataset and the study here:https://merenlab.org/data/ecophylo-ribosomal-proteins
DOI: 10.4121/059551d3-2383-4e20-af2d-011c9a59d3ac
title: MArine Debris hyperspectral reference Library collection (MADLib)

description: This spectral reference library collection, MADLib, contains 24,889 curated hyperspectral reflectance measurements from 3,032 samples of marine debris—both plastic and non-plastic—compiled from 13 datasets. The objective is to support the development of robust remote sensing algorithms for detecting marine debris by providing standardized, comprehensive data. This applied research compiles reflectance data collected through hyperspectral imaging under controlled conditions, including indoor and outdoor measurement environments. Spectra were harmonized and paired with standardized metadata that capture key characteristics such as polymer type, color, size, weathering, aqueous state, and experimental design. MADLib addresses prior inconsistencies in data curation and enhances accessibility for future algorithm development.
DOI: 10.4121/059551d3-2383-4e20-af2d-011c9a59d3ac.v1
title: MArine Debris hyperspectral reference Library collection (MADLib)

description: This spectral reference library collection, MADLib, contains 24,889 curated hyperspectral reflectance measurements from 3,032 samples of marine debris—both plastic and non-plastic—compiled from 13 datasets. The objective is to support the development of robust remote sensing algorithms for detecting marine debris by providing standardized, comprehensive data. This applied research compiles reflectance data collected through hyperspectral imaging under controlled conditions, including indoor and outdoor measurement environments. Spectra were harmonized and paired with standardized metadata that capture key characteristics such as polymer type, color, size, weathering, aqueous state, and experimental design. MADLib addresses prior inconsistencies in data curation and enhances accessibility for future algorithm development.
DOI: 10.5281/zenodo.15577046
title: ENECO PROCEEDİNGS OF ENERGY ECONOMİC RESEARCH CENTER

description: ENECO PROCEEDİNGS OF ENERGY ECONOMİC RESEARCH CENTER
DOI: 10.5281/zenodo.15577047
title: ENECO PROCEEDİNGS OF ENERGY ECONOMİC RESEARCH CENTER

description: ENECO PROCEEDİNGS OF ENERGY ECONOMİC RESEARCH CENTER
DOI: 10.7910/dvn/tw9ixm
title: Poverty 2005
DOI: 10.5281/zenodo.15577013
title: Table 1 in Description of Atherinella brasiliensis (Quoy & Gaimard, 1825) (Atheriniformes: Atherinopsidae) larvae from the Jaguaribe River estuary, Itamaracá island, Northeastern Brazil

description: Table 1. Morphometrics of preflexion, flexion, postflexion stages and juveniles of Atherinella brasiliensis (expressed as percent of SL, except for ED, expressed as percent of HL). Mean ± SD is given when sample size n>1. Dashed lines differentiate preflexion (1), flexion (2), postflexion (3) stages and juveniles (4). Abbreviations: HL = head length; ED= eye diameter; BD = body depth; PAL = preanal length; PDL = predorsal length, nv = not visible; nd = not defined.
Stage/periodSL (mm)nHLEDBDPALPDL12.3 – 3.01618.52 ± 1.8953.02 ± 4.8416.09 ± 0.82 (n=5)nvnv3.2 – 3.51618.15 ± 1.6049.49 ± 3.7715.42 ± 0.92nvnv3.6 – 3.91319.87 ± 2.4242.23 ± 5.2515.71 ± 2.16nvnv4.0 – 4.71718.25 ± 2.3947.87 ± 5.5814.20 ± 2.12nvnv24.4 – 4.6220.01 ± 0.6350.00 ± 7.86ndnd58.89 ± 0.285.1 – 5.7522.92 ± 2.2936.27 ± 1.9514.18 ± 4.1354.81 ± 1.5469.40 ± 2.336.0 – 6.5620.68 ± 0.6034.92 ± 4.8015.12 ± 1.6754.75 ± 3.6369.94 ± 2.356.8122.7938.719.8255.8858.8237.4 – 8424.47 ± 2.6639.58 ± 3.589.64 ± 3.10ndnd8.2 – 9525.30 ± 3.0840.30 ± 7.0711.22 ± 1.0460.34 ± 0.8672.22 ± 1.209.4123.4036.3611.7057.4569.1511.212535.7116.0657.1471.4311.8125.4233.3315.2558.4771.19411.6124.1435.7117.2455.1768.9712323.8933.1213.3355.2869.7213123.0830.0011.5453.8566.9214.20123.9441.1812.6856.3453.5234 – 39224.59 ± 1.4930.63 ± 0.8816.13 ± 0.7657.30 ± 4.9173.54 ± 3.3441 – 48224.82 ± 0.2631.49 ± 4.4716.87 ± 0.2958.71 ± 3.0076.54 ± 2.6755124.3629.1018.0060.9176.7365123.5429.4118.6261.8576.6272123.8927.3318.7565.8376.8177121.6927.5416.4961.0477.53
description: Published as part of França, Elton J., Severi, William, Castro, Maviael F., Medeiros, Tatiane N. & El-Deir, Ana Carla A., 2007, Description of Atherinella brasiliensis (Quoy & Gaimard, 1825) (Atheriniformes: Atherinopsidae) larvae from the Jaguaribe River estuary, Itamaracá island, Northeastern Brazil, pp. 372 in Neotropical Ichthyology 5 (3) on page 372, DOI: 10.1590/s1679-62252007000300016, http://zenodo.org/record/15576958
DOI: 10.15468/dl.uk5ufz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Zosterops conspicillatus (Kittlitz, 1833))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015512-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15577015
title: Table 2 in Description of Atherinella brasiliensis (Quoy & Gaimard, 1825) (Atheriniformes: Atherinopsidae) larvae from the Jaguaribe River estuary, Itamaracá island, Northeastern Brazil

description: Table 2. Meristic counts of preflexion, flexion, postflexion stages and juveniles of Atherinella brasiliensis. Numbers in bold indicate the SL at which a full complement of rays and total vertebrae number is first attained. Dashed lines differentiate preflexion (1), flexion (2), postflexion (3) stages and juveniles (4). Abbreviations: D = dorsal; A = anal; P 1 = pectoral; P 2 = pelvic; C = caudal, nv = not visible.
Stage/ PeriodSL (mm)Fin raysVertebraeDAP1P2CPrecaudalCaudalPreurals+urostyle1st2nd14.2nvnvnvbasenvnvnvnvnv4.5nvnvnvbasenvnvnvnvnv4.7nvnvnvbasenvnvnvnvnv25.3nvnvnvbasenvbasenvnvnv7.0nv7146base3+9+8+317182+138.2nv815745+9+8+517182+19.5nv817745+9+8+517182+110nv9191067+9+8+817182+11129191267+9+8+817182+111.329191267+9+8+817182+111.529191268+9+8+917182+111.829191268+9+8+917182+1411.629191268+9+8+917182+11239191368+9+8+917182+112.439191368+9+8+917182+113.539191368+9+8+917182+115.839201368+9+8+917182+1
description: Published as part of França, Elton J., Severi, William, Castro, Maviael F., Medeiros, Tatiane N. & El-Deir, Ana Carla A., 2007, Description of Atherinella brasiliensis (Quoy & Gaimard, 1825) (Atheriniformes: Atherinopsidae) larvae from the Jaguaribe River estuary, Itamaracá island, Northeastern Brazil, pp. 372 in Neotropical Ichthyology 5 (3) on page 372, DOI: 10.1590/s1679-62252007000300016, http://zenodo.org/record/15576958
DOI: 10.5281/zenodo.15576065
title: Brussels mobility conflict: Attitudes towards the Good Move-plan in Schaerbeek
DOI: 10.15468/dl.fwezcn
title: Occurrence Download

description: A dataset containing 12741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carya glabra (Mill.) Sweet"
 ]
}

 The dataset includes 12741 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq6wwe
title: Occurrence Download

description: A dataset containing 3788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex albula Allan, Carex argyi H.Lév. & Vaniot, Carex demissa subsp. cedercreutzii (Fagerstr.) Jac.Koopman, Carex lepidocarpa subsp. nevadensis (Boiss. & Reut.) Luceño, Carex muricata subsp. muricata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3788 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003729-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc625a
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tristerix aphyllus (Miers ex DC.) Tiegh. ex Barlow & Wiens"
 ]
}

 The dataset includes 625 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003732-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgcscx
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Portulaca grandiflora",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049007-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7gkdp
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Painteria Britton & Rose"
 ]
}

 The dataset includes 462 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009068-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.