cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16655516
title: Slepian Bases for "Online Stochastic Generators Using Slepian Bases for Regional Bivariate Wind Speed Ensembles from ERA5"

description: This repository contains two compressed archives that support the reproducibility of the analyses in the paper "Online Stochastic Generators Using Slepian Bases for Regional Bivariate Wind Speed Ensembles from ERA5".



"Slepian_ARP.zip": Contains all Slepian bases used in the study. These bases are provided as precomputed files to facilitate replication of the analyses without the need for recomputation.

"Slepian_Code.zip": Contains MATLAB code for generating the Slepian bases used in the study. To reproduce the bases, please run the script "SlepianBasesGen_ARP.m". This code applies the method proposed by Bates et al. (2017) to the Arabian Peninsula region and allows users to reproduce the bases independently or adapt the approach for related applications.
DOI: 10.15468/dl.hmxhqm
title: Occurrence Download

description: A dataset containing 3989 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 (Emberiza tahapisi)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 3989 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084977-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gdz35
title: Occurrence Download

description: A dataset containing 11309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campethera notata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11309 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084976-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15470/dbbrq5
title: Herbario de la Facultad de Farmacia, Universidad de Complutense de Madrid (MAF- Algae)

description: This dataset contains the digitized specimen records stewarded by the MAF Herbarium (Herbario de la Facultad de Farmacia UCM).
The digitalization of the collection is still in progress.
The MAF Herbarium hosts over 215 000 specimens, with ca. 3500 algae specimens from the Iberian Peninsula.
Included in the Herbaria are five collections: MAF General (vascular plants), MAF-Lich (lichens), MAF-Fungi (fungi), MAF-Bryo (bryophytes), and MAF-Laz (Historical collection by L?zaro Ibiza).
DOI: 10.15468/dl.r39tyw
title: Occurrence Download

description: A dataset containing 2906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campethera punctuligera)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2906 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084980-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhqnbs
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotis mayensis (Merriam, 1901)"
 ]
}

 The dataset includes 379 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007956-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7v9a6
title: Occurrence Download

description: A dataset containing 9254708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-45 0,90 0,90 90,-45 90,-45 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1990-2020"
 ]
}

 The dataset includes 9254708 records from 4663 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140279-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/e3eca82063694cf3
title: Custom collection of classification data from Bucharest between 22 and 23 Apr 2025
DOI: 10.21233/mchc-5b15
title: Fish Lake pollen surface sample dataset

description: Raw data for the Fish Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/0g3w-ea76
title: VolcanBaru1780mtrapE pollen surface sample dataset

description: Raw data for the VolcanBaru1780mtrapE pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ufjf5u
title: Occurrence Download

description: A dataset containing 873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chenopodium album L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 873 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026131-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/8vdt-xt78
title: LDDsite738 ostracode surface sample dataset

description: Raw data for the LDDsite738 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/t566-x806
title: North King P. water chemistry dataset

description: Raw data for the North King P. water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/pxed-gs45
title: LRRB69 pollen surface sample dataset

description: Raw data for the LRRB69 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.h3f873
title: Occurrence Download

description: A dataset containing 2996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rheohyla miotympanum (Cope, 1863)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2996 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026132-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/6yrh-sm41
title: 8509 pollen surface sample dataset

description: Raw data for the 8509 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/r0m2-y252
title: Adams Trail Peatland testate amoebae surface sample dataset

description: Raw data for the Adams Trail Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yhzb-ay75
title: Mountain P. (Rangeley) diatom surface sample dataset

description: Raw data for the Mountain P. (Rangeley) diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9zb7-rz52
title: Big Sandy Reservoir water chemistry dataset

description: Raw data for the Big Sandy Reservoir water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jzddve
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes cantans (Meigen, 1818)"
 ]
}

 The dataset includes 1919 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026133-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/9ycy-5j07
title: LDDsite3566 water chemistry dataset

description: Raw data for the LDDsite3566 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jrgj7m
title: Occurrence Download

description: A dataset containing 2552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes intrudens Dyar, 1919"
 ]
}

 The dataset includes 2552 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026135-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.424h57
title: Occurrence Download

description: A dataset containing 856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes annulipes (Meigen, 1830)"
 ]
}

 The dataset includes 856 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026136-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/91f5-5j85
title: LDDsite1833 ostracode surface sample dataset

description: Raw data for the LDDsite1833 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ab568y
title: Occurrence Download

description: A dataset containing 33805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rosa canina L.",
 "Year 2020-2025"
 ]
}

 The dataset includes 33805 records from 776 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026134-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5muc6
title: Occurrence Download

description: A dataset containing 337892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platanus L."
 ]
}

 The dataset includes 337892 records from 1021 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026102-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/92r62h4k5k.2
title: BanglaRegionalTextCorpus: A Curated Dataset for Four Regional Bangla Dialects

description: The BanglaRegionalTextCorpus is a manually curated dataset comprising 4,653 Bangla sentences representing four regional dialects—Rangpur, Barisal, Narail, and Khulna—along with their Standard Bangla and English translations. The data were collected through community interactions, field recordings, and online sources, followed by linguistic validation from native speakers. The corpus highlights regional lexical, phonetic, and syntactic variations, providing a valuable resource for dialect identification, translation, sociolinguistic analysis, and inclusive NLP model development
DOI: 10.13130/rd_unimi/jmksaw/c8k9gr
title: pipeline_names.py

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/jjefyq
title: plots.py

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/cpfxnq
title: simple.py

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/duauyc
title: count.py

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/qhz7fu
title: monolithic_models.py

description: :unav
DOI: 10.13130/rd_unimi/jmksaw/ih4ddr
title: sanity_checks.py

description: :unav
DOI: 10.6084/m9.figshare.29755586
title: Spatio-temporal dataset for soil organic carbon density mapping across China (2000-2020)

description: This dataset supports the study of the spatiotemporal dynamics of soil organic carbon density and their environmental drivers in China from 2000 to 2020. It includes:SOC observations at two soil depths (0-20 cm and 0-100 cm); Environmental predictors, including static variables (e.g., soil type, texture, elevation) and dynamic variables (e.g., temperature, precipitation, Normalized Difference Vegetation Index (NDVI), land cover); Processed time-series remote sensing data; Modeling codeThis dataset can be used to replicate SOC models, analyze spatial heterogeneity, investigate environmental impacts, and conduct comparative or extended studies of SOC patterns. All data have been preprocessed and spatially aligned nationwide.
DOI: 10.6084/m9.figshare.29755586.v1
title: Spatio-temporal dataset for soil organic carbon density mapping across China (2000-2020)

description: This dataset supports the study of the spatiotemporal dynamics of soil organic carbon density and their environmental drivers in China from 2000 to 2020. It includes:SOC observations at two soil depths (0-20 cm and 0-100 cm); Environmental predictors, including static variables (e.g., soil type, texture, elevation) and dynamic variables (e.g., temperature, precipitation, Normalized Difference Vegetation Index (NDVI), land cover); Processed time-series remote sensing data; Modeling codeThis dataset can be used to replicate SOC models, analyze spatial heterogeneity, investigate environmental impacts, and conduct comparative or extended studies of SOC patterns. All data have been preprocessed and spatially aligned nationwide.
DOI: 10.5281/zenodo.16346195
title: conda virtual environments

description: This dataset includes the conda virtual environments.
DOI: 10.5281/zenodo.16346196
title: conda virtual environments

description: This dataset includes the conda virtual environments.
DOI: 10.34740/kaggle/dsv/12637998
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15272364
title: IODP Expedition 346 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.5281/zenodo.15272365
title: IODP Expedition 346 Section summary

description: Report includes data for individual core sections: coring/drilling depths and recovery, database identifiers for the whole section and section halves, and number of samples taken from the section before and after splitting.
DOI: 10.5281/zenodo.15272362
title: IODP Expedition 346 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.5281/zenodo.15272363
title: IODP Expedition 346 Sample report

description: Report includes detailed information about samples taken for testing: location/depth, type/form factor, test, request number, and database identifier.
DOI: 10.5281/zenodo.15272360
title: IODP Expedition 346 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.15272361
title: IODP Expedition 346 Salinity

description: Salinity was measured on interstitial water (IW) samples using an optical refractometer.
DOI: 10.5281/zenodo.15272354
title: IODP Expedition 346 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.
DOI: 10.5281/zenodo.15272355
title: IODP Expedition 346 Color reflectance

description: Color reflectance data were measured on section halves using an integration sphere and a UV-VIS spectrophotometer mounted on the Section Half Multisensor Logger (SHMSL). Spectral counts are recorded in the range of 380 to 700 nm, covering the visible spectrum, and binned in ~2 nm bins. Spectral data are reduced from spectra and recorded in tristimulus XYZ values, CieLAB L*a*b* values, and other units.
DOI: 10.3535/0g7-q08-g4y
title: Lamnidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rw-45f-pfl
title: †Hemipneustes striatoradiatus (Leske, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fpv-d03-6j5
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6sx-y64-n34
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m5c-ljn-w8g
title: †Gavelinella Brotzen, 1942

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/msl-tjq-16y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4b-8hj-kpz
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4x-y4m-n7q
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36l-lwg-zh8
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hxk-hk7-5tv
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1k-whb-4z2
title: †Scoriopora Gordon, 2002

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.hhx9cd
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cortaderia selloana",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 184 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023161-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fd3-r3a-hkz
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e9f-5fy-fqq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lw7-hw3-k78
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgf-d33-sc4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ph-p94-1r9
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n0e-3z2-wct
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcg-2s9-rsy
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0n7-eef-f9m
title: †Simplorbites papyraceus (Boubée, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxm-37e-2tl
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3bz-dhj-38e
title: Raja

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/12k-kkw-ml8
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hsl-gtn-rb2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emz-jp6-p8l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9he-bvr-bbb
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g6x-ntf-bd1
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evl-mt4-2vl
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.