cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jrv6cj
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gobiidae, Atheriniformes)",
 "GadmGid is IDN.23_1",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 606 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006190-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/tqbpc3pr
title: Coral Reef Sand Data for Training SandE

description: This repository contains all the training data used to train the Sediment Analysis Neural-network Data-engine (SAND-e). SAND-e was created as part of the PhD thesis of G. William M. Harrison under the supervision of Ken Johnson and Willem Renema and the master’s thesis of Teigan Collins under the supervision of Ken Johnson and Nadia Santodomingo with major contributions made by Allia Rosedy. This study is part of the Reef Refugia project (NE/R011044/1) funded by NERC. William Harrison’s PhD is being conducted with 4D-REEF project funded by the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 813360. 
The images and .json files corresponding to the relevant masks for each image used to train the segmenter can be found in the “segmenter_training_data.zip". The classifier was trained with the images in the “classifier_training_data.zip” images for classifier training are sorted into separate folders by type. The "AI vs Human testing.zip” file contains the raw images input into SAND-e (“raw images”) and the labelled version of those images given to human testers (“labelled images”), the outputs produced by SAND-e (“Segmenter_Classifier_Outputs.csv”), the answers given by the humans (“Human_annotations_anonymized.csv”), and a form of them in which SAND-e’s outputs have been aligned grain-to-grain with the human answers (“Human_AI_Grain_IDS.csv”). Finally, the “Deployment” folder contains the raw images fed into SAND-e for the analysis part of this study in the “raw images” folder and SAND-e’s outputs in the “AI_ouputs.zip” file.
DOI: 10.4121/00e933f9-1e70-4c39-8516-52f295cfe166
title: Data and code corresponding to publication: A laboratory study of wave-induced drift under rotation

description: This dataset contains all software and processed data underlying the corresponding publication. Additionally, it contains all the raw data required to reproduce figure 2 in the publication.<br>The effect of rotation on wave-induced drift was studied in a 2.2 m long, 0.5 m wide wave flume with a water depth of 15 cm. This flume was placed on a rotating table. The drift at the water surface was measured by tracking 2 mm floating spherical particles with a downward-looking camera under the action of waves and at different rotation rates. The surface elevation was measured by resistance-type wave gauges at seven different locations.
DOI: 10.4121/00e933f9-1e70-4c39-8516-52f295cfe166.v1
title: Data and code corresponding to publication: A laboratory study of wave-induced drift under rotation

description: This dataset contains all software and processed data underlying the corresponding publication. Additionally, it contains all the raw data required to reproduce figure 2 in the publication.<br>The effect of rotation on wave-induced drift was studied in a 2.2 m long, 0.5 m wide wave flume with a water depth of 15 cm. This flume was placed on a rotating table. The drift at the water surface was measured by tracking 2 mm floating spherical particles with a downward-looking camera under the action of waves and at different rotation rates. The surface elevation was measured by resistance-type wave gauges at seven different locations.
DOI: 10.5281/zenodo.17130993
title: Walter Benjamin'de Durağan Diyalektik: Tarih, İmge ve Yöntem Üzerine Tartışmalar
DOI: 10.5281/zenodo.17130994
title: Walter Benjamin'de Durağan Diyalektik: Tarih, İmge ve Yöntem Üzerine Tartışmalar
DOI: 10.15468/dl.ffzfbh
title: Occurrence Download

description: A dataset listing the 49 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.49074 -28.61634,23.00649 -31.72323,23.28858 -31.89698,25.76721 -28.7186,25.51725 -28.60119,25.49074 -28.61634))",
 "IucnRedListCategory is one of (VU, NT, EN, CR, EW, DD)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 49 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006166-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71782/data/fog1pm
title: Characterization of the pressed ACB pellets after storage and thermal treatment experiments

description: Project: Influence of sample handling conditions on radiation-induced effects in biphasic tritium breeding material for future thermonuclear fusion reactors (LU-BA-PG-2024/1-0007). WP-2. Characterization of the pressed ACB pellets after storage and thermal treatment experiments. In this data set, the obtained results of various physical-chemical methods are summarized for the pressed ACB pellets before and after storage and thermal treatment experiments. This data set corresponds to WP-2 as mentioned in DMP https://doi.org/10.5281/zenodo.16947437.
DOI: 10.5281/zenodo.17130938
title: Bioeconomy policy instruments and policy strategies (2025 Update)

description: Bioeconomy policy instruments and policy strategies (2025 Update)

The excel tables are part of the ShapingBio Project and provide selected information on following two reference points:1. Policy Instruments2. Policy Strategies

Both reference points were analysed at the national and European level. Additionally, policy strategies are also analysed at the regional level, but here only few countries are covered.The goal of the excel tables is to provide the reader a substantial overview of the policy landscape in the European bioeconomy. The excel tables do not provide fully comprehensive lists of all instruments and strategies, but give an overview of different, selected policy measures in the European Union. 

At the heart of the analysis are the typology of supply-side policy instruments and demand-side policy instruments derived from Edler/Gheorghiou (2007). 

Some pieces of information in this excel table were taken directly from respective strategies and instruments (e.g. goals) and were copied in. In other columns, information was summarized. 

The excel table contains information that was available until end of 2023. For national dedicated policy instruments an update of existing instruments in March 2025 and a more detailed description (see below) has been elaborated.

Policy Instruments:Information on the following dimensions are provided:1. country2. macro-region3. actor4. name of policy instrument5. relation to bioeconomy6. focus sector/technology7. goals/activities8. for dedicated instruments: Target Actor Group9. for dedicated instruments: Recipient Group10. type of instrument11. duration/time of publishing

Policy Strategies:1. country2. macro-region3. name of policy instruments4. goals5. relation to bioeconomy 6. actor7. duration/publishing date
DOI: 10.5281/zenodo.17130939
title: Bioeconomy policy instruments and policy strategies (2025 Update)

description: Bioeconomy policy instruments and policy strategies (2025 Update)

The excel tables are part of the ShapingBio Project and provide selected information on following two reference points:1. Policy Instruments2. Policy Strategies

Both reference points were analysed at the national and European level. Additionally, policy strategies are also analysed at the regional level, but here only few countries are covered.The goal of the excel tables is to provide the reader a substantial overview of the policy landscape in the European bioeconomy. The excel tables do not provide fully comprehensive lists of all instruments and strategies, but give an overview of different, selected policy measures in the European Union. 

At the heart of the analysis are the typology of supply-side policy instruments and demand-side policy instruments derived from Edler/Gheorghiou (2007). 

Some pieces of information in this excel table were taken directly from respective strategies and instruments (e.g. goals) and were copied in. In other columns, information was summarized. 

The excel table contains information that was available until end of 2023. For national dedicated policy instruments an update of existing instruments in March 2025 and a more detailed description (see below) has been elaborated.

Policy Instruments:Information on the following dimensions are provided:1. country2. macro-region3. actor4. name of policy instrument5. relation to bioeconomy6. focus sector/technology7. goals/activities8. for dedicated instruments: Target Actor Group9. for dedicated instruments: Recipient Group10. type of instrument11. duration/time of publishing

Policy Strategies:1. country2. macro-region3. name of policy instruments4. goals5. relation to bioeconomy 6. actor7. duration/publishing date
DOI: 10.15468/dl.avzyfk
title: Occurrence Download

description: A dataset containing 5499802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Accipiter"
 ]
}

 The dataset includes 5499802 records from 4382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006139-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzap86
title: Occurrence Download

description: A dataset containing 1970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catocala amica Hübner, 1818",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 1970 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130948-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6map54
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Meconopsis punicea Maxim.",
 "Year 1000-2023"
 ]
}

 The dataset includes 67 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031685-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6sqmp
title: Occurrence Download

description: A dataset containing 58356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ceratobasidium cornigerum (Bourdot) D.P.Rogers, Ceratodon purpureus (Hedw.) Brid.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 58356 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314953-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158075
title: DEIR EL-MÉDINA_nb_1969_02129

description: Référence : nb_1969_02129<br />Site : Deir el-Médina<br />Secteur : Premier caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.j52np7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stigmella sclerostylota Newton & Wilkinson, 1982",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158076
title: DEIR EL-MÉDINA_nb_1969_02130

description: Référence : nb_1969_02130<br />Site : Deir el-Médina<br />Secteur : Premier caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.pzgwrb
title: Occurrence Download

description: A dataset containing 2303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterostichus rostratus Girard, 1854"
 ]
}

 The dataset includes 2303 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001021-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158077
title: DEIR EL-MÉDINA_nb_1969_02131

description: Référence : nb_1969_02131<br />Site : Deir el-Médina<br />Secteur : Premier caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.ur6n33
title: Occurrence Download

description: A dataset containing 409388 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is Europe",
 {
 "or" : [
 "Country is Poland",
 "Country is Germany"
 ]
 },
 "Year 1990-2022"
 ]
}

 The dataset includes 409388 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0356691-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158078
title: DEIR EL-MÉDINA_nb_1969_02132

description: Référence : nb_1969_02132<br />Site : Deir el-Médina<br />Secteur : Premier caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.xm3jrb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abagrotis hennei Buckett, 1968",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130893-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158079
title: DEIR EL-MÉDINA_nb_1969_02133

description: Référence : nb_1969_02133<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.158080
title: DEIR EL-MÉDINA_nb_1969_02134

description: Référence : nb_1969_02134<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.b449bj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Toxopneustes elegans Döderlein, 1885"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135221-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158081
title: DEIR EL-MÉDINA_nb_1969_02135

description: Référence : nb_1969_02135<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.kck8a5
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platypleura kaempferi (Fabricius, 1794)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 511 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334727-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8svm2
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stigmella variella (Braun, 1910) Wilkinson et al., 1979",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130889-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158082
title: DEIR EL-MÉDINA_nb_1969_02136

description: Référence : nb_1969_02136<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.qg795a
title: Occurrence Download

description: A dataset containing 11640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae",
 "Year 2008-2023"
 ]
}

 The dataset includes 11640 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008968-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmtewr
title: Occurrence Download

description: A dataset containing 53379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-82.37256 29.6268,-82.33921 29.6268,-82.33921 29.65222,-82.37256 29.65222,-82.37256 29.6268))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 53379 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0360258-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv8xth
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anua olista Swinhoe, 1893",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130938-210914110416597/datasets/export for details.
DOI: 10.15468/dl.sjqdpn
title: Occurrence Download

description: A dataset containing 47564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, Kenya Bird Map (Full protocol and Adhoc records), Observation.org, Nature data from around the World, Kenya Bird Map Occurrence Data, A Bird Atlas of Kenya, iNaturalist Research-grade Observations, naturgucker, Vertebrate Zoology Division - Ornithology, Yale Peabody Museum, Xeno-canto - Bird sounds from around the world, Occurrence data of Birds of the Upper Tana Basin, Kenya)",
 "Geometry POLYGON((37.6244 -0.37514,37.64558 -0.29648,37.6123 -0.26018,37.6002 -0.18152,37.63953 -0.15127,37.59112 -0.13311,37.58507 -0.07563,37.57297 -0.01513,37.58507 0.02723,37.576 0.07261,37.52759 0.10286,37.45801 0.10286,37.34002 0.09076,37.28859 0.07563,37.22506 0.07261,37.16153 0.02723,37.13127 -0.00908,37.10707 -0.04841,37.07984 -0.11496,37.10102 -0.2027,37.1101 -0.26623,37.10102 -0.32068,37.14943 -0.41749,37.25834 -0.45682,37.37633 -0.44169,37.45498 -0.43262,37.48524 -0.37816,37.55784 -0.38119,37.6244 -0.37514))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 47564 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011607-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7fetu
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is Observation.org, Nature data from around the World",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is naturgucker",
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "DatasetKey is India Biodiversity Portal publication grade dataset",
 "DatasetKey is SUI Vertebrate Collection",
 "DatasetKey is Bhutan Biodiversity Portal data",
 "DatasetKey is MVZ Bird Collection (Arctos)",
 "DatasetKey is Census of avian richness of the Parc du W Bénin (First part)",
 "DatasetKey is Macaulay Library Audio and Video Collection",
 "DatasetKey is RBINS Bird collection",
 "DatasetKey is SysTax - Zoological Collections",
 "DatasetKey is RBINS DaRWIN"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ardeotis arabs (Linnaeus, 1758)"
 ]
}

 The dataset includes 702 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184600-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4baenf
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pao turgidus (Kottelat, 2000)"
 ]
}

 The dataset includes 30 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334728-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.