cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/f0f3ec29-0c63-4424-afba-bf8b617a1d46
title: Code for SMARTS radiative transfer data processing

description: MATLAB scripts to streamline the use of the SMARTS radiative transfer model.One script automates the generation of SMARTS input files, and the other processes and extracts relevant data from SMARTS output files.
DOI: 10.4121/f0f3ec29-0c63-4424-afba-bf8b617a1d46.v1
title: Code for SMARTS radiative transfer data processing

description: MATLAB scripts to streamline the use of the SMARTS radiative transfer model.One script automates the generation of SMARTS input files, and the other processes and extracts relevant data from SMARTS output files.
DOI: 10.15468/dl.jqar4x
title: Occurrence Download

description: A dataset containing 200427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (France)",
 "TaxonKey is Alnus glutinosa (L.) Gaertn."
 ]
}

 The dataset includes 200427 records from 1614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018000-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.386bwq
title: Occurrence Download

description: A dataset containing 19141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Barleria acanthoides Vahl, Barleria albostellata C.B.Clarke, Barleria argentea Balf.fil., Barleria bispinosa (Forssk.) Vahl, Barleria boehmii Lindau, Barleria delamerei S.Moore, Barleria descampsii Lindau, Barleria elegans S.Moore ex C.B.Clarke, Barleria grandicalyx Lindau, Barleria grandipetala De Wild., Barleria gueinzii Sond., Barleria hildebrandtii S.Moore, Barleria hirta Oberm., Barleria hochstetteri Nees, Barleria lactiflora Brummitt & Seyani, Barleria lancifolia T.Anderson, Barleria mackenii Hook.fil., Barleria matopensis S.Moore, Barleria mucronifolia Lindau, Barleria mutabilis I.Darbysh., Barleria obtusa Nees, Barleria oenotheroides Dum.Cours., Barleria opaca (Vahl) Nees, Barleria orbicularis Hochst. ex Anders, Barleria ovata E.Mey. ex Nees, Barleria parviflora R.Br. ex T.Anderson, Barleria proxima Lindau, Barleria ramulosa C.B.Clarke, Barleria repens Nees, Barleria rigida Willd. ex Nees, Barleria ruellioides T.Anderson, Barleria saxatilis Oberm., Barleria spinulosa Klotzsch, Barleria steudneri C.B.Clarke, Barleria submollis Lindau, Barleria taitensis S.Moore, Barleria ventricosa Hochst. ex Nees, Barleria virgula C.B.Clarke, Barleria bremekampii Oberm., Barleria clinopodium Fiori, Barleria galpinii C.B.Clarke, Barleria humbertii Benoist, Barleria lanceolata (Schinz) Oberm., Barleria meyeriana Nees, Barleria monticola Oberm., Barleria phillyreifolia Baker, Barleria pretoriensis C.B.Clarke, Barleria rotundifolia Oberm., Barleria stimulans E.Mey. ex Nees, Barleria trispinosa (Forssk.) Vahl, Barleria prionitis L., Barleria cuspidata B.Heyne ex Nees, Barleria strigosa Willd., Barleria mysorensis Roth, Barleria cristata L., Barleria buxifolia L.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 19141 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018009-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfkj5p
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Range table from benthic foraminifers in ODP Hole 146-889A"
 ]
}

 The dataset includes 428 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020910-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar2ym4
title: Occurrence Download

description: A dataset containing 1491366815 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1491366815 records from 17881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000647-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15325791
title: Thetford Forest Nitrogen Cycling Field Data

description: A field campaign was conducted from July 2021-July 2022 in Thetford Forest to collect data on nitrogen cycling processes in a chronosequence of plots in the conifer-to-broadleaf conversion process, including: mature pine, recently felled sites, sites planted 0-2 years ago, planted 5-8 years ago, planted 10-13 years ago, mature broadleaf. Soil solution and throughfall chemistry+volume was measured monthly, in situ nitrification was measured between July-August 2021, soil carbon and nitrogen stocks were measured in July 2021. Soil pH, bulk density and organic layer thickness were measured in 2022. Site names align with the stands detailed in the Forestry Commission's subcompartment database.
DOI: 10.5281/zenodo.15325792
title: Thetford Forest Nitrogen Cycling Field Data

description: A field campaign was conducted from July 2021-July 2022 in Thetford Forest to collect data on nitrogen cycling processes in a chronosequence of plots in the conifer-to-broadleaf conversion process, including: mature pine, recently felled sites, sites planted 0-2 years ago, planted 5-8 years ago, planted 10-13 years ago, mature broadleaf. Soil solution and throughfall chemistry+volume was measured monthly, in situ nitrification was measured between July-August 2021, soil carbon and nitrogen stocks were measured in July 2021. Soil pH, bulk density and organic layer thickness were measured in 2022. Site names align with the stands detailed in the Forestry Commission's subcompartment database.
DOI: 10.15468/dl.ww45pk
title: Occurrence Download

description: A dataset containing 133293 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 Anthemis L."
 ]
}

 The dataset includes 133293 records from 1412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011699-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rta6y9
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scartella itajobi"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035087-250802193616735/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.29868518.v2
title: Logic and being pdf v1-2-3-4-5 NEW

description: Logic and being
DOI: 10.15468/dl.9rmart
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADL3467"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035088-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn25ku
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABA2066"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035089-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16789873
title: Training & validation set for coordinate-free UHI Index predictive model (EY Data Challenge 2025)

description: This dataset contains 2 CSV files. The final_training_data.csv file contains the cleaned data that was created by extracting satellite band data from Sentinel-2 and Landsat, and combining those with building and weather data. Two public Kaggle notebooks explain how the data was extracted and prepared and can be found here (Satellite Data Extraction (EY Data Challenge 2025)) and here (Data Preparation (EY Data Challenge 2025)).

The dataset was used to train the model we used to predict UHI index values based on the EY Data Challenge 2025 and our solution is explained in this public Kaggle notebook (Predicting UHI Index (EY Data Challenge 2025)).

The second CSV file included final_validation_data.csv was the external validation set we fed into our model and predicted the UHI index values. However, we did not have access to the true UHI index values since those were not available to us. The online submission system of the competition was the one grading the predictions. We have included that file for reference only.
DOI: 10.5281/zenodo.16789874
title: Training & validation set for coordinate-free UHI Index predictive model (EY Data Challenge 2025)

description: This dataset contains 2 CSV files. The final_training_data.csv file contains the cleaned data that was created by extracting satellite band data from Sentinel-2 and Landsat, and combining those with building and weather data. Two public Kaggle notebooks explain how the data was extracted and prepared and can be found here (Satellite Data Extraction (EY Data Challenge 2025)) and here (Data Preparation (EY Data Challenge 2025)).

The dataset was used to train the model we used to predict UHI index values based on the EY Data Challenge 2025 and our solution is explained in this public Kaggle notebook (Predicting UHI Index (EY Data Challenge 2025)).

The second CSV file included final_validation_data.csv was the external validation set we fed into our model and predicted the UHI index values. However, we did not have access to the true UHI index values since those were not available to us. The online submission system of the competition was the one grading the predictions. We have included that file for reference only.
DOI: 10.15468/dl.g7nm4f
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Continent is South America",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Araucaria araucana",
 "Year 1990-2025"
 ]
}

 The dataset includes 1126 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035090-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8mr4a
title: Occurrence Download

description: A dataset containing 8683 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scarus niger"
 ]
}

 The dataset includes 8683 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035091-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkyatj
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD0816"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035092-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vsghd
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAD0815"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035093-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15364939
title: Dataset for Uplift, erosion, and advection within the orogenic wedge of the Northern Apennines (Italy)
DOI: 10.5281/zenodo.16789937
title: Dataset for Uplift, erosion, and advection within the orogenic wedge of the Northern Apennines (Italy)
DOI: 10.15468/dl.5dzs8q
title: Occurrence Download

description: A dataset containing 6894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.32585 27.93523,41.74953 27.93523,41.74953 46.36003,-8.32585 46.36003,-8.32585 27.93523))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Mobula mobular, Myliobatis aquila, Pteroplatytrygon violacea, Raja asterias, Raja clavata, Raja miraletus, Torpedo marmorata, Torpedo torpedo)"
 ]
}

 The dataset includes 6894 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035094-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruvswp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callyodon nuchipunctatus"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035095-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16269929
title: REE data
DOI: 10.5281/zenodo.16789933
title: REE data
DOI: 10.15468/dl.vn22wx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scarus nuchipunctatus"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035098-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f577qq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callyodon limbatus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035101-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16789940
title: GeoFireGuard
title: Servizio open data di monitoraggio e protezione delle aree a rischio incendio

description: (IT) Dall'esigenza di fornire dati sempre più aggiornati sui rischi naturali e antropici a causa dalla crisi climatica, nasce GeoFireGuard, il servizio open data di monitoraggio e protezione delle aree a rischio incendio attraverso l'utilizzo di dati geospaziali messi a disposizione dalle costellazioni Sentinel del programma Copernicus dell'Unione Europea/ESA; HS2 ed ERA5, Landsat, EMIT, GIBS, Aqua e Terra, TRMM, e GPM, IMERG, servizio FIRMS della NASA/USGS degli USA. Area di interesse: Vulture Alto-Bradano (Basilicata - Italia).

(EN) Born out of the need to provide increasingly up-to-date data on natural and human-induced risks driven by the climate crisis, GeoFireGuard is an open data service for monitoring and protecting areas at risk of wildfires. It leverages geospatial data made available by the Sentinel constellations of the European Union/ESA Copernicus programme; HS2 and ERA5, Landsat, EMIT, GIBS, Aqua and Terra, TRMM, and GPM, IMERG, and the FIRMS service by NASA/USGS (USA). Area of interest: Vulture Alto-Bradano (Basilicata - Italy).
DOI: 10.15468/dl.pfn33d
title: Occurrence Download

description: A dataset listing the 444 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is The flora and fauna at Ram and Mula river confluence, Baner-Aundh link road, Pune, India"
 ]
}

 The dataset's 444 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035096-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbqu4a
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callyodon maoricus"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035102-250802193616735/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.29877419
title: Classroom data-translated

description: This study highlights the influence of Scientific Language Register on classroom interaction and discourse.
DOI: 10.6084/m9.figshare.29877419.v1
title: Classroom data-translated

description: This study highlights the influence of Scientific Language Register on classroom interaction and discourse.
DOI: 10.15468/dl.k5xfbj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callyodon niger"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035103-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqrbjm
title: Occurrence Download

description: A dataset listing the 100 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Actiniaria"
 ]
}

 The dataset's 100 records were derived from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035100-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcm7e3
title: Occurrence Download

description: A dataset listing the 193583 species recorded in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset's 193583 records were derived from 5002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035097-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/c1gb4s
title: Data Management and Sharing Plan for: Comparison of Anti-coagulation and anti-Platelet Therapies for Intracranial Vascular Atherostenosis

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.25549/inscriptifact-ouc110591942
title: Persepolis Fortification Aramaic Text 265, PFAT 265

description: [Text Description:] Administrative text with seals PFATS 0062; PFATS 0001s; PFUTS 0109s ❧ [Text or Publication Number Note:] PFAT 265, Bowman 265 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0062 on obverse; PFATS 0001s on upper edge; PFUTS 0109s on bottom edge.
DOI: 10.25549/jrbm-c91-451
title: Kankai ibun, vol. 8, 1807

description: Kankai ibun, [1807], volume 8 = Description and travel of circumnavigation of seas, [1807], volume 8 = 環海 異聞 八 文化 4. Volume eight of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.25549/inscriptifact-ouc110591740
title: Persepolis Fortification Aramaic Text 260, PFAT 260

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFS 1595; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 260, Bowman 260 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFS 1595 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110595438
title: Persepolis Fortification Aramaic Text 308, PFAT 308

description: [Text Description:] Administrative text with seal PFATS 0306. ❧ [Text or Publication Number Note:] PFAT 308, Bowman 308 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0306 on obverse, reverse, flat edge.