cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.38fnne
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Georgeantha hexandra B.G.Briggs & L.A.S.Johnson"
 ]
}

 The dataset includes 128 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226771-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65czdh
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Coccinellidae (Coleoptera) from Fuerteventura, Canary Islands"
 ]
}

 The dataset's 14 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019340-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112039606
title: Cuneiform Tablet 1913.14.1704, Spurlock 1913.14.1704

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1704; CDLI P421555 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (2.5Y 9/2)-body Light Reddish Brown (2.5YR 5/4)-discoloration ❧ [Physical Object Note:] 4.6 x 3.5 x 1.8 cm (28 g)
DOI: 10.15468/dl.re393f
title: Occurrence Download

description: A dataset containing 1046603 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 1046603 records from 492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248616-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nnzkh
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus wimmerensis"
 ]
}

 The dataset includes 556 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080512-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twy92p
title: Occurrence Download

description: A dataset containing 10238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus mannifera"
 ]
}

 The dataset includes 10238 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/d4he2kok
title: Amazon Customer Reviews

description: NLI and review classification datasets used for character-level translation experiments
DOI: 10.57702/1nomhjvy
title: MEG and EEG Dataset for Source Imaging

description: The MEG and EEG dataset used in this paper for source imaging.
DOI: 10.57702/fsmi0jma
title: Open Infrastructure map

description: A dataset of open infrastructure
DOI: 10.57702/6sklj8fd
title: BioMedClip

description: BioMedClip: A CLIP model pretrained on image-text pairs extracted from PubMed Central repository.
DOI: 10.57702/uebcthtk
title: Indo-European Language Dataset

description: The dataset used in this paper is a collection of parallel sentence pairs from 10 Indo-European languages.
DOI: 10.57702/7tghxk30
title: Variable pixel imaging

description: The proposed parallel variable pixel arrays system for generating images gives an improved visual quality for the images studied.
DOI: 10.57702/337yynhk
title: Latent ODE

description: Latent ODE is a model for irregularly-sampled time series.
DOI: 10.6084/m9.figshare.29314709
title: Dataset

description: Land use change is a key driver of biodiversity change and plays out over extended spatiotemporal scales. Historical land-use changes may shape present-day microbial communities through legacy effects, but the duration and mechanisms underpinning these legacies are poorly understood. We used historical land use maps detailing land use changes between low-intensive arable land and grassland, and grassland and forest, respectively, in two Swedish landscapes across three centuries to examine legacy responses among soil microbial communities, especially on plant pathogenic taxa. Compared to fungi, the community structure of bacteria showed stronger legacy effects, which, however, largely disappeared within a century. Yet, the diversity and composition of soil-borne plant pathogenic taxa, especially among fungi, showed a persisting influence of arable land use that did not disappear until 150 years after land-use change, suggesting that a dilution occurs over time. This may be related to changes in microbial interactions driven by responses to disturbances, as suggested by species co-occurrence patterns over time. Our findings provide crucial information on the duration of microbial legacy effects in connection with land use and single out soil-borne plant pathogens as a key group to study to understand site history effects on long-term microbial community dynamics.
DOI: 10.57702/zcjv4gas
title: KOSPI and KOSDAQ Stock Market Data

description: The dataset used in the paper is the KOSPI and KOSDAQ stock market data, which includes order book data and price and trade volume data.
DOI: 10.6084/m9.figshare.29314709.v2
title: Dataset

description: Land use change is a key driver of biodiversity change and plays out over extended spatiotemporal scales. Historical land-use changes may shape present-day microbial communities through legacy effects, but the duration and mechanisms underpinning these legacies are poorly understood. We used historical land use maps detailing land use changes between low-intensive arable land and grassland, and grassland and forest, respectively, in two Swedish landscapes across three centuries to examine legacy responses among soil microbial communities, especially on plant pathogenic taxa. Compared to fungi, the community structure of bacteria showed stronger legacy effects, which, however, largely disappeared within a century. Yet, the diversity and composition of soil-borne plant pathogenic taxa, especially among fungi, showed a persisting influence of arable land use that did not disappear until 150 years after land-use change, suggesting that a dilution occurs over time. This may be related to changes in microbial interactions driven by responses to disturbances, as suggested by species co-occurrence patterns over time. Our findings provide crucial information on the duration of microbial legacy effects in connection with land use and single out soil-borne plant pathogens as a key group to study to understand site history effects on long-term microbial community dynamics.
DOI: 10.6084/m9.figshare.29314709.v1
title: Dataset

description: Land use change is a key driver of biodiversity change and plays out over extended spatiotemporal scales. Historical land-use changes may shape present-day microbial communities through legacy effects, but the duration and mechanisms underpinning these legacies are poorly understood. We used historical land use maps detailing land use changes between low-intensive arable land and grassland, and grassland and forest, respectively, in two Swedish landscapes across three centuries to examine legacy responses among soil microbial communities, especially on plant pathogenic taxa. Compared to fungi, the community structure of bacteria showed stronger legacy effects, which, however, largely disappeared within a century. Yet, the diversity and composition of soil-borne plant pathogenic taxa, especially among fungi, showed a persisting influence of arable land use that did not disappear until 150 years after land-use change, suggesting that a dilution occurs over time. This may be related to changes in microbial interactions driven by responses to disturbances, as suggested by species co-occurrence patterns over time. Our findings provide crucial information on the duration of microbial legacy effects in connection with land use and single out soil-borne plant pathogens as a key group to study to understand site history effects on long-term microbial community dynamics.
DOI: 10.57702/4w3yqrt5
title: Road Sign Knowledge Graph

description: Road Sign Knowledge Graph constructed with 845 US federal MUTCD sign templates
DOI: 10.57702/o80mlq09
title: ARPES data from a Bi2Se3 sample

description: ARPES data from a Bi2Se3 sample.
DOI: 10.57702/mf7nd9aq
title: Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem

description: The 3L-CVRP is a long-standing problem in the operations research literature. However, these existing approaches have two shortcomings. First, existing approaches are based on heuristics that are limited by the quality of the chosen rules and need to be adapted to new scenarios by domain experts. Second, existing approaches require convergence towards near-optimal solutions, which is computationally expensive.
DOI: 10.57702/f1ti0a2u
title: Admissions

description: The Admissions dataset is a classification problem in the university admissions category. The instances are sought to predict admissions based on various features.
DOI: 10.5281/zenodo.18174361
title: Year-round North American weather regimes

description: This dataset contains the daily year-round weather regime classification for North America from 1 January 1979 to 31 December 2025, based on ECMWF ERA5 reanalysis. The regimes are computed following the method outlined in "A New Year-Round Weather Regime Classification for North America" (Lee et al. 2023), originally defined for 1979–2022. The method uses seasonally variance-normalised, domain-average detrended 10-day low-pass filtered 500 hPa geopotential height anomalies in the region 20–80°N, 180–30°W. For full information on the computation of the regimes, please consult the reference paper in Journal of Climate. 

This classification uses four regimes:



Pacific Trough (PT), occurring on 25.5% of days

Pacific Ridge (PR), occurring on 21.4% of days

Greenland High (GH), occurring on 19.6% of days

Alaskan Ridge (AKR), occurring on 19.5% of days


There is an additional "No Regime" class, defined to have a zero mean anomaly, which occurs on the remaining 14.0% of days.

Each day is attributed to a single regime based on the minimum Euclidean distance to a cluster centroid in a 12-dimensional principal component space. 

This dataset also contains a time series of the continuous Weather Regime Index (WRI), defined following Lee and Messori (2024). The WRI is the standardised projection of each day's seasonally normalised 500 hPa geopotential height anomalies onto the cluster mean, and provides information on the relative amplitude of each pattern. 

Annual updates to this dataset are planned.
DOI: 10.5281/zenodo.18174360
title: Year-round North American weather regimes

description: This dataset contains the daily year-round weather regime classification for North America from 1 January 1979 to 31 December 2025, based on ECMWF ERA5 reanalysis. The regimes are computed following the method outlined in "A New Year-Round Weather Regime Classification for North America" (Lee et al. 2023), originally defined for 1979–2022. The method uses seasonally variance-normalised, domain-average detrended 10-day low-pass filtered 500 hPa geopotential height anomalies in the region 20–80°N, 180–30°W. For full information on the computation of the regimes, please consult the reference paper in Journal of Climate. 

This classification uses four regimes:



Pacific Trough (PT), occurring on 25.5% of days

Pacific Ridge (PR), occurring on 21.4% of days

Greenland High (GH), occurring on 19.6% of days

Alaskan Ridge (AKR), occurring on 19.5% of days


There is an additional "No Regime" class, defined to have a zero mean anomaly, which occurs on the remaining 14.0% of days.

Each day is attributed to a single regime based on the minimum Euclidean distance to a cluster centroid in a 12-dimensional principal component space. 

This dataset also contains a time series of the continuous Weather Regime Index (WRI), defined following Lee and Messori (2024). The WRI is the standardised projection of each day's seasonally normalised 500 hPa geopotential height anomalies onto the cluster mean, and provides information on the relative amplitude of each pattern. 

Annual updates to this dataset are planned.
DOI: 10.57702/ha7zfcbu
title: mBERT

description: Massively multilingual language models (mPLMs) such as mBERT (Devlin et al., 2019) and XLM-R (Conneau et al., 2020) have become the driving force for a variety of applications in multilingual NLP (Ponti et al., 2020; Hu et al., 2020; Moghe et al., 2022).
DOI: 10.57702/rtp2lrgd
title: Cloud Flows

description: The dataset used in this paper is a collection of 40M flows from 5 cloud IPs.
DOI: 10.57702/1z97kn29
title: A survey of collaborative filtering techniques

description: Multi-behavior recommendation datasets
DOI: 10.57702/iustp6d0
title: NIV dataset

description: The dataset used in the paper is a dataset of instructional videos, which includes 150 videos depicting 5 daily tasks, with an average of 9.5 actions per video.
DOI: 10.57702/14vwmwgv
title: Statistical Radio Maps for Ultra-Reliable Low-Latency Communications

description: The dataset is used to train a Gaussian process to estimate the (cid:15)-quantile of the SNR. The dataset consists of N independent SNR measurements Wd from D locations xd.
DOI: 10.57702/gp2z9zpg
title: Keeper Domain Dataset

description: The dataset is used for website fingerprinting and traffic classification. It contains TCP segments with TLS packets, captured over the network.
DOI: 10.5517/ccdc.csd.cc26jmt6
title: CCDC 2041778: Experimental Crystal Structure Determination

description: Related Article: Hironori Yamaguchi,Taiki Okita,Yoshiki Iwasaki,Yohei Kono,Yuko Hosokoshi,Takanori Kida,Akira Matsuo,Takashi Kawakami,Masayuki Hagiwara|2021|J.Phys.Soc.Jpn.|90|064707|doi:10.7566/JPSJ.90.064707
description: Related Article: Hironori Yamaguchi|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.vkcp7f
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus laricio",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008112-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tej-5sl-vcz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vz-70e-c6a
title: Euchirella orientalis Sewell, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsy-rpd-nab
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3k-8b4-cq1
title: Uronyctus longicaudus Stock & Iliffe, 1990

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vk6-zpv-7b0
title: Stygocyathura salpiscinalis (Botosaneanu & Stock, 1982)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9s-725-81x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nke-6e1-pjp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/38j-jyq-8gx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rha-mzz-arp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxd-sq1-ya3
title: Decapoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ba7-nkh-pp0
title: Pseudosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzv-8kw-z51
title: Hartiella dudichi (Klie, 1938) Danielopol, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rlc-e6t-y23
title: Euchirella splendens Vervoort, 1963

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jh2-may-apx
title: Euchirella rostrata (Claus, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mv6-tb1-6vc
title: Indogidiella sarawacensis (Stock, 1983)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a0x-fe9-34a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzj-915-3l9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c5-t6n-98h
title: Cyathura Norman & Stebbing, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8p-3hp-93p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75j-843-z42
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zc-j1d-ede
title: Decapoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5z-s6c-2ys
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3h-rl1-w07
title: Pseudoniphargus fragilis Notenboom, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ld4-65m-90g
title: Candona neglecta G.O. Sars, 1887

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v03-h3d-759
title: Echinogammarus Stebbing, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhb-0e3-78v
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6a0-ep6-qtc
title: Undeuchaeta major Giesbrecht, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b4f-grw-1vn
title: Stygogidiella uniramosa (Stock & Rondé-Broekhuizen, 1987)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/at5-zfa-6lf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4s-472-plj
title: Pseudoniphargus affinis Notenboom, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgs-k5r-sym
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pam-tc8-67g
title: Pseudoniphargus fontinalis Stock, 1988

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbc-wgh-tb8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7aq-2ea-1bl
title: Pseudoniphargus fragilis Notenboom, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ml-plz-9e5
title: Victoriopisa atlantica Stock & Platvoet, 1981

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ahr-9vt-d8w
title: Quadrivisio Stebbing, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8z-y99-6p9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9p7-42q-wjk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7m-nnh-qfm
title: Cypricercus fuscatus (Jurine, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3y-pkc-55t
title: Tethysbaena aiakos Wagner, 1994

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0nl-z5v-5ng
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pla-p95-mww
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdc-awq-lpp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dyw-jlt-0m2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cvv-ce2-axw
title: Euchirella venusta Giesbrecht, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jv5-bca-x2v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xkj-975-zqh
title: Euchirella rostrata (Claus, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/55j-mcv-jnj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgv-ann-vjw
title: Euchirella speciosa Grice & Hulsemann, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyh-1y1-1rk
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6a-wwr-8yq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yb7-tlf-47v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5jt-m8l-63b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/880-ks9-2h1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gaa-naj-dql
title: Chirundinella magna (Wolfenden, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lch-7pw-7tp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eva-159-lah
title: Cypridopsis vidua (Mueller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcs-x7q-x0l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6b0-8tb-jh7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/evp-4d3-c7w
title: Animalia

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