cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/rh5-hwh-myl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3lc-yx7-64z
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6s4-s0e-6j1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rb-q2p-fym
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2a-0mh-5t9
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y5f-62g-rtm
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ma8-k6j-d42
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfq-ba9-tr2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qa2-vr2-w6d
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.88qs82
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asterionellopsis glacialis",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015168-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4b1-pma-jd7
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bw2-aan-9bf
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12788682
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/a1z-qkq-zc3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ays-x1w-g2f
title: Hexaprotodon Falconer & Cautley, 1836

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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asterionellopsis glacialis",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015169-250811113504898/datasets/export for details.
DOI: 10.3535/9sw-qfh-5q0
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6y-5bt-1tc
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbz-w2a-heq
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cvs-xet-eth
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1q-5cp-6c7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71v-99l-eha
title: Acrocodia indica (Desmarest, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qby-01c-28m
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tea-mkk-j7l
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxe-6wt-z6r
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ytf-v5q-g84
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8w8-lh0-jgp
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2q-kqt-62n
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0kp-0ys-yle
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sqj-q08-rhd
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5x1-s9c-a20
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjn-har-xxq
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e4x-4jf-frh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64r-1gr-6hs
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sv3-sjj-075
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42r-e3g-j3v
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pm-gx3-6xv
title: Phyllolepidum Trinajstic

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.24vasd
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria xanthochlora Schltr."
 ]
}

 The dataset includes 23 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236716-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksuzal
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004918-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjr9q2
title: Occurrence Download

description: A dataset containing 282658350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tracheophyta"
 ]
}

 The dataset includes 282658350 records from 5486 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031007-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/393yfy
title: Ground beetle fauna of flower strips and forest edges in northern German lowlands’ conventional agricultural landscapes (Coleoptera: Carabidae)

description:  Within the framework of a two-year project ground beetles were assessed in corn fields,grown for biogas production, with or without a two seed mixtures flower strip as well as in the adjacent forest. Study sites were situated within conventional fields typical for the agricultural landscapes in northern German lowlands in direct proximity to the nature reserve Lüneburger Heide.We provide data on 34 413 specimens belonging to 93 ground beetle species. Four species have been classified as being Near Threatened within Germany. At the level of the Federal State Lower Saxony, four species are classified as Endangered, nine species as Vulnerable and one as Near Threatened, highlighting the importance of this data set also for conservation purposes.
DOI: 10.15468/dl.hvxurn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orthotrichum urnigerum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023893-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/mg7l2t
title: Drøbak-collections

description: Spatial and temporal project data (EVENT DATA) from 637 marine sampling events. Marine benthic invertebrates in the Oslofjord were collected during the years 1951-1955. The sampling effort was organised from the Biological Station in Drøbak, University of Oslo. The sampling was carried out by Marit E. Christiansen and Bengt O. Christiansen.This dataset is deliberately published WITHOUT OCCURRENCES. The collected invertebrate material was to be made available for revisions by specialists. It was further intended that the collections should form a core material for a series of publications on Nordic marine fauna named ‘Marine
Invertebrates of Scandinavia (MIOS)’. Ten volumes were published, but the original idea of a series covering more than 40 systematic groups was never completed.The collected material was deposited in the invertebrate collections of the Natural History Museum of the University of Oslo. Parts of the material has not yet been registered. Parts has been registered but still not been digitised (status per 2018). It will be published in GBIF as occurrence files which will be linked to these datasets using the corresponding eventID. So far, occurrence data of several polychaete families have been published: https://ipt.gbif.no/resource?r=polychaeta
DOI: 10.15468/dl.smd3kw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((10.038421 45.653745,10.039959 45.652825,10.039178 45.651903,10.039479 45.65165,10.040945 45.651029,10.042374 45.648444,10.040208 45.647034,10.038622 45.64662,10.037954 45.64634,10.035699 45.64561,10.035133 45.645294,10.034817 45.644725,10.034601 45.644084,10.035494 45.642789,10.036698 45.641292,10.037196 45.641166,10.03787 45.639016,10.037858 45.638408,10.037435 45.637555,10.036333 45.635814,10.034994 45.635004,10.034337 45.63526,10.033928 45.635192,10.033477 45.635589,10.032267 45.636279,10.030748 45.636758,10.03024 45.636834,10.02847 45.637528,10.028381 45.638208,10.026559 45.638868,10.025059 45.639824,10.023541 45.63818,10.022534 45.638797,10.022229 45.638871,10.02146 45.638592,10.0208 45.638705,10.019334 45.639326,10.018563 45.638939,10.018014 45.639587,10.017777 45.640519,10.017689 45.641305,10.017441 45.641701,10.017806 45.642126,10.017864 45.642555,10.019994 45.642,10.020452 45.64196,10.020495 45.641947,10.020503 45.641959,10.020813 45.642207,10.021133 45.643026,10.020833 45.643314,10.021566 45.644415,10.022343 45.645123,10.02244 45.645566,10.022044 45.645483,10.021431 45.645417,10.021025 45.645492,10.020992 45.646457,10.020635 45.646425,10.019922 45.646431,10.019569 45.646649,10.019433 45.647579,10.020409 45.648035,10.021534 45.651062,10.022103 45.651521,10.023019 45.651477,10.02399 45.651611,10.025785 45.652274,10.028849 45.653491,10.028014 45.654362,10.024197 45.652878,10.024112 45.652754,10.020228 45.654897,10.01981 45.654293,10.018894 45.654373,10.018684 45.654053,10.018272 45.653807,10.017563 45.654063,10.015836 45.654328,10.015642 45.654866,10.014676 45.654982,10.012904 45.655605,10.011889 45.655864,10.010837 45.656838,10.010904 45.656829,10.010888 45.656838,10.012796 45.658107,10.018092 45.657917,10.020298 45.658755,10.02464 45.659324,10.024996 45.659315,10.024996 45.659321,10.027705 45.659761,10.02832 45.659934,10.029494 45.660066,10.030037 45.659097,10.031038 45.658123,10.030677 45.657876,10.030774 45.657589,10.031887 45.65715,10.031629 45.656974,10.032583 45.656251,10.033243 45.656102,10.034052 45.655737,10.034449 45.655198,10.035815 45.654793,10.035821 45.654796,10.036928 45.65421,10.037133 45.654316,10.038396 45.653733,10.038421 45.653745)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033168-230530130749713/datasets/export for details.
DOI: 10.15468/dl.3qp3gm
title: Occurrence Download

description: A dataset containing 11910063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11910063 records from 2194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067186-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14516072
title: Crack width and crack spacing in reinforced and prestressed concrete elements: database

description: This database contains information on 30 experimental programs performed by various researchers. Each experimental program contains structural elements in which the crack width and spacing were measured. The database contains over twenty thousand data points and consists of three levels:

Level 1: Describes the considered experimental program.
Level 2: Describes properties of structural elements and material specimens within an experimental program.
Level 3: Describes the loads and data points.
The master database is queried in SQL and published as a .xlsx file. The structure of the dataset is explained in the README.
DOI: 10.5281/zenodo.10091133
title: Crack width and crack spacing in reinforced and prestressed concrete elements: database

description: This database contains information on 30 experimental programs performed by various researchers. Each experimental program contains structural elements in which the crack width and spacing were measured. The database contains over twenty thousand data points and consists of three levels:

Level 1: Describes the considered experimental program.
Level 2: Describes properties of structural elements and material specimens within an experimental program.
Level 3: Describes the loads and data points.
The master database is queried in SQL and published as a .xlsx file. The structure of the dataset is explained in the README.
DOI: 10.5281/zenodo.10649207
title: Crack width and crack spacing in reinforced and prestressed concrete elements: database

description: This database contains information on 30 experimental programs performed by various researchers. Each experimental program contains structural elements in which the crack width and spacing were measured. The database contains over twenty thousand data points and consists of three levels:

Level 1: Describes the considered experimental program.
Level 2: Describes properties of structural elements and material specimens within an experimental program.
Level 3: Describes the loads and data points.
The master database is queried in SQL and published as a .xlsx file. The structure of the dataset is explained in the README.
DOI: 10.5281/zenodo.15504024
title: Crack width and crack spacing in reinforced and prestressed concrete elements: database

description: This database contains information on 30 experimental programs performed by various researchers. Each experimental program contains structural elements in which the crack width and spacing were measured. The database contains over twenty thousand data points and consists of three levels:

Level 1: Describes the considered experimental program.
Level 2: Describes properties of structural elements and material specimens within an experimental program.
Level 3: Describes the loads and data points.
The master database is queried in SQL and published as a .xlsx file. The structure of the dataset is explained in the README.
DOI: 10.15468/dl.63bzpw
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is one of (ITA.5_1, ITA.8_1, ITA.1_1, ITA.2_1, ITA.12_1, ITA.3_1, ITA.4_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cervus elaphus Linnaeus, 1758, Dama dama (Linnaeus, 1758), Capreolus capreolus (Linnaeus, 1758))"
 ]
}

 The dataset includes 505 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016575-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cypd66
title: Occurrence Download

description: A dataset listing the 12161 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Issue is one of (Country coordinate mismatch, Country mismatch, Country invalid)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 12161 records were derived from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016576-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yezkuq
title: Replication Data for: Natural Resource Dependence and Monopolized Imports

description: The package includes the data necessary to replicate results in the paper "Natural Resource Dependence and Monopolized Imports" accepted for publication at the Review of Economics and Statistics
description: The URL was not added since this data replication package must be uploaded before the paper appears as forthcoming thus having a URL related to the journal
DOI: 10.57707/fmi-b2share.fbe73c1d7c144ce787db3785302dd1e1
title: PV production data with ancillary PV and meteorological data including solar radiation measurements from FMI's outdoor solar laboratories in Helsinki, Kuopio and Sodankylä (Finland) starting from August 2015 and ending Dec 2021

description: The data is described in Karhu et al. (2025) (submitted to Geoscience Data Journal) 

PV power, ancillary and meteorological data for each PV system are organised in their respective, semicolon separated, csv-files with unique headers explaining the variables: 

- FMI_Helsinki_PV.csv
- FMI_Kuopio_PV.csv
- FMI_Sodankyla_20deg_PV.csv
- FMI_Sodankyla_90deg_PV.csv

Below is an example how to read the datafiles to a pandas dataframe with python. Please note, that the header lengths vary:
- Helsinki and Kuopio: 63
- Sodankylä: 93

###
import pandas as pd
dtype_dict = {'Remarks': str}
df = pd.read_csv('FMI_Sodankyla_20deg_PV.csv', sep=';', parse_dates=['utctime'], index_col=['utctime'], dtype=dtype_dict, header=93)
###

Hourly photographs of the Sodankylä modules are in a tarball: 

- Sodankyla_module_images_2018-2021.tar.gz 

Metadata, additional photographs of the PV sites and their surroundings as well as data sheets and technical information of the modules and inverters can be found in a separate tarball: 

- siteinfo_and_metadata.tar.gz
DOI: 10.15468/dl.v8tv43
title: Occurrence Download

description: A dataset containing 92121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophiostoma caudatum Fabre, Pezizella punctoidea (P.Karst.) Rehm, Nectria ellisii C.Booth, Unguicularia dilatopilosa Graddon, Melanochaeta aotearoae (S.Hughes) E.Müll., Harr & Sulmont, Stictis stellata Wallr., Hyalinia dilutella (Fr.) Boud., Altica palustris (Weise, 1888), Hymenoscyphus repandus (W.Phillips) Dennis, Discostroma tostum (Berk. & Broome) Brockmann, Mompha decorella Stephens, 1835, Mompha subbistrigella Haworth, 1828, Pilidium concavum (Desm.) Höhn., Plasmopara epilobii J.Schröt., Septoria alpicola Sacc., Aedes geniculatus (Olivier, 1791), Stenocranus matsumurai Metcalf, 1943, Macrosteles abludens Anufriev, 1968, Macrosteles frontalis (Scott, 1875), Javesella stali (Metcalf, 1943), Stagonospora equisetina Trail, Hippuriphila modeeri (Linnaeus, 1761), Titaeospora equiseti (Desm.) Vassiljevsky, Grypus equiseti (J.C.Fabricius, 1775), Liriomyza equiseti Meijere, 1924, Ascochyta equiseti (Desm.) Grove, Liriomyza occipitalis Hendel, 1931, Stamnaria americana Massee & Morgan, Phaeosphaeria berlesei (M.J.Larsen & Munk) Hedjar., Ijuhya equiseti-hyemalis Lechat & Baral, Didymosphaeria equiseti-hiemalis P.Larsen & Munk, Chelydra serpentina (Linnaeus, 1758), Acanalonia bivittata (Say, 1825), Phaeosphaeria equiseti (P.Karst.) L.Holm & K.Holm, Ischnoptera bilunata Saussure, 1869, Stenodiplosis brevipalpis (Harris, 1979), Dimorphopterus pilosus (Barber, 1958), Prokelisia salina (Ball, 1902), Neomegamelanus elongatus (Ball, 1905), Lecacis platypennis Theron, 1982, Delphacodes sucinea Beamer, 1948, Balclutha saltuella (Kirschbaum, 1868), Flexamia areolata (Ball, 1899), Cryptomys hottentotus (Lesson, 1826), Neotrichoporoides nyemitawus (Rohwer, 1921), Kallima horsfieldii Kollar, 1848, Kallima limborgii Moore, 1878, Urocystis eranthidis (Pass.) Ainsw. & Sampson, Delta higletti rendalli (Bingham, 1902), Aphis lugentis Williams, 1911)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92121 records from 637 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016578-250515123054153/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.29143829
title: IoT Network Intrusion Dataset

description: The exponential growth of the Internet of Things (IoT) devices provides a large attack surface for intruders to launch more destructive cyber-attacks. The intruder aimed to exhaust the target IoT network resources with malicious activity. New techniques and detection algorithms required a well-designed dataset for IoT networks. We proposed a new dataset, namely IoTID20, generated dataset from [1]. The new IoT botnet dataset has a more comprehensive network and flow-based features. The flow-based feature can be used to analyze and evaluate a flow-based intrusion detection system. Our proposed IoT botnet dataset will provide a reference point to identify anomalous activity across the IoT networks. The IoT Botnet dataset can be accessed from [2]. The new IoTID20 dataset will provide a foundation for the development of new intrusion detection techniques in IoT networks.<br>
DOI: 10.6084/m9.figshare.29143829.v2
title: IoT Network Intrusion Dataset

description: The exponential growth of the Internet of Things (IoT) devices provides a large attack surface for intruders to launch more destructive cyber-attacks. The intruder aimed to exhaust the target IoT network resources with malicious activity. New techniques and detection algorithms required a well-designed dataset for IoT networks. We proposed a new dataset, namely IoTID20, generated dataset from [1]. The new IoT botnet dataset has a more comprehensive network and flow-based features. The flow-based feature can be used to analyze and evaluate a flow-based intrusion detection system. Our proposed IoT botnet dataset will provide a reference point to identify anomalous activity across the IoT networks. The IoT Botnet dataset can be accessed from [2]. The new IoTID20 dataset will provide a foundation for the development of new intrusion detection techniques in IoT networks.<br>