cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1203365.10fu
title: SH1203365.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203368.10fu
title: SH1203368.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203371.10fu
title: SH1203371.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203373.10fu
title: SH1203373.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203376.10fu
title: SH1203376.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203380.10fu
title: SH1203380.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1203381.10fu
title: SH1203381.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.57745/d9unpo
title: Ecolos_Processed_V1.zip

description: Raw data from INRIA servers, with a period time from 2018-11-16 to 2024-08-28. 1st part of Maison en Terre data.
DOI: 10.3535/c6w-nas-0qk
title: Gammarus aequicauda (Martynov, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfh-qta-b9e
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwq-4pb-5rc
title: Jassa herdmani (Walker, 1893)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18e-5kl-lb1
title: Echinogammarus longisetosus Pinkster, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fn8-k9b-bw9
title: Talorchestia Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ek-hxz-0ph
title: Pseudoniphargus Chevreux, 1901

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hbk-kdh-vg9
title: Metaniphargus (Caribdzia) longipes christophorensis Stock, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yt0-6yx-21s
title: Echinogammarus longisetosus Pinkster, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4s-454-v9f
title: Salentinella meijersae Platvoet, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvh-cac-qeg
title: Metaniphargus (Metaniphargus) curasavicus curasavicus Stephensen, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afe-0xy-93b
title: Salentinella angelieri Delamare-Deboutteville & Ruffo, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jay-wdz-9am
title: Pseudoniphargus incantatus Notenboom, 1986

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wa9-abm-220
title: Pseudoniphargus longicarpus Notenboom, 1986

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7h-xfz-n0y
title: Melita Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lbt-461-57g
title: Gammarus minus Say, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x9-pfd-v6e
title: Pontogammarus borceae Cărăușu, 1943

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7r1-bda-tyl
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.57745/fxoast
title: Raw_data_MaisonenTerre.zip

description: Raw files of sensors data placed around the Maison en Terre in St Martin d'Hères, Grenoble, France.
DOI: 10.3535/ac8-xg4-rmh
title: Gammarus pulex (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bd8-1k2-5fz
title: Gammarus pulex (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gex-5ya-wm7
title: Metaniphargus (Metaniphargus) curasavicus orientis Stock, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y25-4hv-kb6
title: Metaniphargus (Metaniphargus) curasavicus orientis Stock, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vvm-p50-rt8
title: Melita palmata (Montagu, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/blk-n6f-8h8
title: Metaniphargus (Metaniphargus) curasavicus curasavicus Stephensen, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py5-198-l8d
title: Corophium Latreille, 1806

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8t4-3h1-8l4
title: Arrhis phyllonyx (M. Sars, 1858)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vlk-7rk-vcz
title: Microdeutopus A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dv-l4n-awh
title: Pseudoniphargus adriaticus S. Karaman, 1955

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhx-crs-m23
title: Echinogammarus berilloni (Catta, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mn4-nvq-26s
title: Talorchestia Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fma-sc9-a9q
title: Pectenogammarus stammeri (S. Karaman, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/va8-dzs-0w9
title: Pseudoniphargus elongatus Stock, 1980

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/swp-n2f-twy
title: Pseudoniphargus elongatus Stock, 1980

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0b-3hf-56p
title: Gammarus duebeni Lilljeborg, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ncm-j30-jja
title: Pseudoniphargus grandis Notenboom, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50f-gnv-5wb
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p56-435-9ry
title: Elasmopus A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/21m-97c-7s4
title: Gammarus komareki Schäferna, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rj1-9sr-ct3
title: Monocorophium sextonae (Crawford, 1937)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vlq-xl4-cv8
title: Amphilochidae Boeck, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2q8-fxa-rad
title: Gammarus balcanicus Schäferna, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m4b-ak1-x8c
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsh-q4m-ajn
title: Pseudoniphargus elongatus Stock, 1980

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vjx-awh-ks6
title: Gammarus lordeganensis Khalayi-Pirbalanty & Sari, 2004

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6k2-htr-tsw
title: Pectenogammarus tibaldii (Pinkster & Stock, 1970)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3e-620-y5r
title: Leptocheirus pilosus Zaddach, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rcz-a69-ah3
title: Gammarus komareki Schäferna, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.28667489
title: CSQ: A Chinese Elementary Science Question Dataset with Rich Discipline Properties in Adaptive Problem-Solving Process Generation

description: Although large language models (LLMs) demonstrate significant potential for advancing personalized science education, they face challenges in generating science problem-solving processes adapted to students' grade levels. In this paper, we developed the world's largest<b> Chinese Science Question (CSQ)</b> dataset, which comprises both a benchmark and a training set, aiming to evaluate and enhance the science problem-solving capabilities of LLMs. The CSQ consists of 12,000 high-quality samples featuring a variety of question types and diverse discipline properties, covering four subjects and multiple topics at the Chinese primary school. We further designed the language model to reflect these discipline properties in the generated responses, emulating the thought process of students when solving science questions. We demonstrated that CSQ and its extensive annotations can be employed for fine-tuning models. This was confirmed through both automatic and human evaluations, particularly in <b>generating problem-solving processes that are aligned with students' grade levels</b>.@article{DongLli2025CSQ,
title={CSQ: A Chinese Elementary Science Question Dataset with Rich Discipline Properties in adaptive problem-solving process generation},
author={Zhi liu, Dong Li, Tatao Long, Chaodong Wen, Xian Peng, Jiaxin Guo},
journal={Scientific Data},
year={2025},
url={}
}
DOI: 10.6084/m9.figshare.28667489.v2
title: CSQ: A Chinese Elementary Science Question Dataset with Rich Discipline Properties in Adaptive Problem-Solving Process Generation

description: Although large language models (LLMs) demonstrate significant potential for advancing personalized science education, they face challenges in generating science problem-solving processes adapted to students' grade levels. In this paper, we developed the world's largest<b> Chinese Science Question (CSQ)</b> dataset, which comprises both a benchmark and a training set, aiming to evaluate and enhance the science problem-solving capabilities of LLMs. The CSQ consists of 12,000 high-quality samples featuring a variety of question types and diverse discipline properties, covering four subjects and multiple topics at the Chinese primary school. We further designed the language model to reflect these discipline properties in the generated responses, emulating the thought process of students when solving science questions. We demonstrated that CSQ and its extensive annotations can be employed for fine-tuning models. This was confirmed through both automatic and human evaluations, particularly in <b>generating problem-solving processes that are aligned with students' grade levels</b>.@article{DongLli2025CSQ,
title={CSQ: A Chinese Elementary Science Question Dataset with Rich Discipline Properties in adaptive problem-solving process generation},
author={Zhi liu, Dong Li, Tatao Long, Chaodong Wen, Xian Peng, Jiaxin Guo},
journal={Scientific Data},
year={2025},
url={}
}
DOI: 10.3535/bhp-fxp-23q
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbh-cr9-e7r
title: Gammarus komareki Schäferna, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.28667489.v1
title: CSQ: A Chinese Elementary Science Question Dataset with Rich Discipline Properties in Adaptive Problem-Solving Process Generation

description: Although large language models (LLMs) demonstrate significant potential for advancing personalized science education, they face challenges in generating science problem-solving processes adapted to students' grade levels. In this paper, we developed the world's largest<b> Chinese Science Question (CSQ)</b> dataset, which comprises both a benchmark and a training set, aiming to evaluate and enhance the science problem-solving capabilities of LLMs. The CSQ consists of 12,000 high-quality samples featuring a variety of question types and diverse discipline properties, covering four subjects and multiple topics at the Chinese primary school. We further designed the language model to reflect these discipline properties in the generated responses, emulating the thought process of students when solving science questions. We demonstrated that CSQ and its extensive annotations can be employed for fine-tuning models. This was confirmed through both automatic and human evaluations, particularly in <b>generating problem-solving processes that are aligned with students' grade levels</b>.
DOI: 10.3535/v3w-ae7-2zr
title: Pseudoniphargus semielongatus Notenboom, 1986

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zg7-yky-ppz
title: Deshayesorchestia deshayesii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bj-2n6-ncw
title: Talitridae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rhv-h09-gch
title: Platorchestia platensis (Krøyer, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44h-mmm-ln8
title: Marinogammarus marinus (Leach, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3jp-6f0-lyl
title: Gammarus zaddachi Sexton, 1912

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cgs-hcl-xwp
title: Cryptorchestia cavimana (Heller, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.e4peak
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia vulgaris L.",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102964-250525065834625/datasets/export for details.
DOI: 10.3535/g48-kws-wz7
title: Pseudoniphargus latipes Notenboom, 1987

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l81-vwp-lkz
title: Eusiridae Stebbing, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/865-l0p-g8h
title: Anamixis Stebbing, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4h-zdv-n1v
title: Eriopisa Stebbing, 1890

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gv-6ga-9js
title: Marinogammarus marinus (Leach, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c2h-tam-b8v
title: Eriopisa Stebbing, 1890

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15828939
title: DISK processed datasets and models

description: This data repository accompanies the publication "Deep Imputation of Skeleton Data (DISK) for behavioral science". It contains a tutorial (slides in a pdf format), processed datasets and already trained DISK network instances.
DOI: 10.3535/t05-aer-g18
title: Metaniphargus (Metaniphargus) curasavicus curasavicus Stephensen, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5h5-8jq-c63
title: Metaniphargus (Metaniphargus) curasavicus curasavicus Stephensen, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mq6-z6s-f1h
title: Metaniphargus (Metaniphargus) curasavicus curasavicus Stephensen, 1933

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