cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.71853/9y7c-xp46
title: MD libraries and PDB files for publication "β-CD saves lysozyme from the clutches of 1-alkylsulfonates"

description: <p>AMBER MD package compatible residue libraries and beta-cyxlodextrin structure PDB used in the publication https://doi.org/10.1016/j.molliq.2025.127543</p>
DOI: 10.5285/f39f4588-0255-47b4-a61b-03848eb2f8c4
title: UK Environmental Change Network (ECN) stream water discharge data: 1993-2012

description: Stream water discharge data from the UK Environmental Change Network (ECN) terrestrial sites. The data (stage and discharge) are collected by loggers at ECN's terrestrial sites (where a stream is present) using a standard protocol. They represent continuous 15-minutely records from 1993 to 2012. 

The sites at which these data are collected are: Glensaugh, Moor House-Upper Teesdale, Sourhope, Wytham and Y Wyddfa (Snowdon).

ECN is the UK's long-term environmental monitoring programme. It is a multi-agency programme sponsored by a consortium of fourteen government departments and agencies. These organisations contribute to the programme through funding either site monitoring and/or network co-ordination activities. These organisations are: Agri-Food and Biosciences Institute, Biotechnology and Biological Sciences Research Council, Cyfoeth Naturiol Cymru - Natural Resources Wales, Defence Science & Technology Laboratory, Department for Environment, Food and Rural Affairs, Environment Agency, Forestry Commission, Llywodraeth Cymru - Welsh Government, Natural England, Natural Environment Research Council, Northern Ireland Environment Agency, Scottish Environment Protection Agency, Scottish Government and Scottish Natural Heritage.
description: Data are collected by loggers at all of ECN's terrestrial sites (where flowing water is present) using a standard protocol. They represent continuous 15 minute records from 1992 to 2012. Prior to deposit of the data in the EIDC, data are managed by the ECN Data Centre at CEH Lancaster according to defined protocols. 

Verification steps include numeric range checks (i.e. checking if a value falls within a specified range), categorical checks (e.g. checking that a species code appears on the standard code list), formatting (i.e. that the dataset conforms to the specified data format) and logical integrity checks (i.e. checking the data make sense, e.g. that the dates in one dataset match those in a related dataset).

Appropriate range settings for ECN variables have been selected following discussion with specialists in each field. Where data fall outside these ranges, a cautious approach has been adopted towards discarding data on the principle that apparent errors may be valid outliers. Such values are discarded only if there is a clear explanation (e.g. an instrumentation error) and corrections are made where possible. If the reason is unclear, the values are stored, but are qualified using pre-defined quality codes or free-text descriptions. Data providers also use these codes or free text to describe factors affecting sampling outside their control, instrument damage or site management effects.
DOI: 10.5281/zenodo.18502622
title: Coupled Land–Sea Climate Data for BGICR Analysis

description: This dataset contains processed land-based meteorological variables and marine reanalysis data used to identify coupled land–sea climate regimes using the Bootstrap-Guided Iterative Clustering Refinement (BGICR) framework. The data are derived from publicly available observational sources (Open-Meteo) and reanalysis products (ERA5) and were harmonized, standardized, and filtered for the purpose of unsupervised climate regime discovery. The dataset supports the analysis presented in the associated manuscript and is provided under restricted access during peer review.
DOI: 10.5281/zenodo.18502623
title: Coupled Land–Sea Climate Data for BGICR Analysis

description: This dataset contains processed land-based meteorological variables and marine reanalysis data used to identify coupled land–sea climate regimes using the Bootstrap-Guided Iterative Clustering Refinement (BGICR) framework. The data are derived from publicly available observational sources (Open-Meteo) and reanalysis products (ERA5) and were harmonized, standardized, and filtered for the purpose of unsupervised climate regime discovery. The dataset supports the analysis presented in the associated manuscript and is provided under restricted access during peer review.
DOI: 10.15468/dl.jtabab
title: Occurrence Download

description: A dataset containing 221673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221673 records from 1004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016523-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5862br4r
title: MassIVE MSV000100746 - in vivo proximity-based mapping of subcellular proteomes, transcriptomes, and RNA structuromes
title: Labeled and enriched HEK-PRADA-Npm1 samples, followed by MS.
DOI: 10.15468/dl.a8wg2w
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila chrysaetos",
 "Year is 2022"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016554-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckpfj7
title: Occurrence Download

description: A dataset containing 413636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squamata",
 "Country is United States of America",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2019",
 "HasCoordinate is true"
 ]
}

 The dataset includes 413636 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016510-260129131611470/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.31281973
title: raw data

description: biofilm, soil water vapor sorption
DOI: 10.6084/m9.figshare.31281973.v1
title: raw data

description: biofilm, soil water vapor sorption
DOI: 10.15468/dl.487yyx
title: Occurrence Download

description: A dataset containing 11389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ornithorhynchus anatinus",
 "Year 2016-2026"
 ]
}

 The dataset includes 11389 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016555-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71853/k8hn-dh68
title: MD libraries for publication "An interdisciplinary study of lysozyme interactions with hexacyanoferrate(III)/(II) ions"

description: <p>AMBER MD package compatible residue libraries used in the publication https://doi.org/10.3390/ijms26178511</p>
DOI: 10.15468/dl.vhxge9
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anthurium caramantae"
 ]
}

 The dataset includes 135 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016558-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zj8pe
title: Occurrence Download

description: A dataset containing 17827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespa velutina",
 "Country is Germany",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 17827 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016559-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82h728
title: Occurrence Download

description: A dataset containing 1123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea acanthocarpa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1123 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016560-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2839
title: Amphorae ex Hispania 3
title: Amphorae ex Hispania 3

description: &lt;b&gt;[ES]&lt;/b&gt; Este conjunto de datos contiene información detallada sobre ánforas procedentes de cerca de 300 yacimientos arqueológicos (terrestres y acuáticos) de las provincias romanas de Hispania (Tarraconense, Bética y Lusitania). Se incluyen registros morfológicos, cronológicos, de conservación y de procedencia.&lt;br&gt;

&lt;br&gt;Su objetivo es facilitar el acceso a datos estandarizados sobre ánforas para personal investigador de arqueología, historia antigua y ciencias afines, así como promover estudios comparativos sobre producción, distribución y uso de ánforas en el Mediterráneo y otras regiones.&lt;br&gt;

&lt;br&gt;Se comparte la base de datos (CSV), dibujos y fotografías (PNG, TIFF, JPG y GIF).
description: &lt;b&gt;&lt;br&gt; [EN]&lt;/b&gt; This dataset contains detailed information on amphorae from nearly 300 archaeological sites (both terrestrial and underwater) within the Roman provinces of Hispania (Tarraconensis, Baetica, and Lusitania). It includes morphological, chronological, conservation, and provenance records.&lt;br&gt;

&lt;br&gt;Its aim is to facilitate access to standardised data on amphorae for researchers in archaeology, ancient history, and related sciences, as well as to promote comparative studies on the production, distribution, and use of amphorae in the Mediterranean and other regions.&lt;br&gt;

&lt;br&gt;The database (CSV), drawings, and photographs (PNG, TIFF, JPEG, and GIF) are shared.
description: FileMaker Cloud, 2.22
description: Este dataset forma parte del proyecto "Amphorae ex Hispania 3 (AExH3): the trade of Hispanic amphorae in the Roman era in the Mediterranean. Amphoric chrono-typology, and relationship between production and reception".
DOI: 10.6084/m9.figshare.28377683
title: Multiple global change factors diminish the benefits of AMF diversity to ecosystem multifunctionality

description: 1. Multiple global change factors (GCFs) co-occurring may weaken the positive effects of high biodiversity on ecosystem multifunctionality. Arbuscular mycorrhizal fungi (AMF) play a crucial role in determining ecosystem functionality, yet it remains unclear whether high AMF diversity alleviates the negative impact of multiple GCFs on ecosystem multifunctionality.2. In this study, we conducted a microcosm experiment using <i>Triticum aestivum</i> (wheat) to examine the effects of AMF diversity on ecosystem multifunctionality and individual functions under 0, 1, and 6 GCFs.3. We found that under 0 GCF and 1 GCF treatments, ecosystem multifunctionality in the high AMF diversity treatment was significantly higher than that in the low diversity and non-AMF treatments. However, when 6 GCFs occurred simultaneously, AMF diversity had no impact on ecosystem multifunctionality. Notably, AMF diversity simultaneously promoted plant growth and net photosynthetic rate. High AMF diversity had limited effects on soil functions and did not consistently outperform treatments with lower AMF diversity under multiple GCFs. Despite 6 GCFs strongly reduced the development of AMF, the high-diversity AMF still exhibited the highest root colonization and soil hyphal length density.4. <i>Synthesis. </i>Our results suggested that the simultaneous occurrence of multiple GCFs diminished the benefits of high AMF diversity on ecosystem multifunctionality. However, high AMF diversity consistently improved plant growth under all conditions, possibly due to plants’ selective association with mycorrhizal partners. These findings indicate that reducing global change stressors is essential for maintaining ecosystem functioning. Meanwhile, sustaining AMF diversity remains important for supporting plant productivity in the rapidly changing world.
DOI: 10.6084/m9.figshare.28377683.v4
title: High AMF diversity no longer enhances multifunctionality under multiple GCFs but consistently promotes plant growth

description: In this study, we conducted a microcosm experiment to explore the role of AMF in maintaining ecosystem multifunctionality under multiple GCFs. We grew Triticum aestivum (wheat) in a controlled glasshouse experiment. Three AMF diversity treatments based on species richness: 0 (no-AMF), 1 (low diversity), and 4 (high diversity), and three GCF treatments: no GCF control, one of six GCF, and a combination of all six GCF were included. We measured ten functions, including net photosynthetic rate, primary productivity, soil nutrient content, soil enzyme activity, and soil greenhouse gas emission to calculate multifunctionality, as we focused on short-term plant and soil functions.
DOI: 10.6084/m9.figshare.28377683.v5
title: Multiple global change factors diminish the benefits of AMF diversity to ecosystem multifunctionality

description: 1. Multiple global change factors (GCFs) co-occurring may weaken the positive effects of high biodiversity on ecosystem multifunctionality. Arbuscular mycorrhizal fungi (AMF) play a crucial role in determining ecosystem functionality, yet it remains unclear whether high AMF diversity alleviates the negative impact of multiple GCFs on ecosystem multifunctionality.2. In this study, we conducted a microcosm experiment using <i>Triticum aestivum</i> (wheat) to examine the effects of AMF diversity on ecosystem multifunctionality and individual functions under 0, 1, and 6 GCFs.3. We found that under 0 GCF and 1 GCF treatments, ecosystem multifunctionality in the high AMF diversity treatment was significantly higher than that in the low diversity and non-AMF treatments. However, when 6 GCFs occurred simultaneously, AMF diversity had no impact on ecosystem multifunctionality. Notably, AMF diversity simultaneously promoted plant growth and net photosynthetic rate. High AMF diversity had limited effects on soil functions and did not consistently outperform treatments with lower AMF diversity under multiple GCFs. Despite 6 GCFs strongly reduced the development of AMF, the high-diversity AMF still exhibited the highest root colonization and soil hyphal length density.4. <i>Synthesis. </i>Our results suggested that the simultaneous occurrence of multiple GCFs diminished the benefits of high AMF diversity on ecosystem multifunctionality. However, high AMF diversity consistently improved plant growth under all conditions, possibly due to plants’ selective association with mycorrhizal partners. These findings indicate that reducing global change stressors is essential for maintaining ecosystem functioning. Meanwhile, sustaining AMF diversity remains important for supporting plant productivity in the rapidly changing world.
DOI: 10.15468/dl.phpycy
title: Occurrence Download

description: A dataset containing 5463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus horridus"
 ]
}

 The dataset includes 5463 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016561-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.nd6s84df
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (8 records)
DOI: 10.15468/dl.p7t9rf
title: Occurrence Download

description: A dataset containing 329675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "Geometry POLYGON((7.63712 47.65298,9.8801 47.66517,10.8207 49.99839,8.65697 51.22895,6.61224 49.91457,7.63712 47.65298))",
 "HasGeospatialIssue is false",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 329675 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016516-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18211267
title: A METHOD FOR ENHANCING ACCURACY IN FACE RECOGNITION SYSTEMS USING HYBRID NEURAL NETWORKS
DOI: 10.5281/zenodo.18211266
title: A METHOD FOR ENHANCING ACCURACY IN FACE RECOGNITION SYSTEMS USING HYBRID NEURAL NETWORKS
DOI: 10.3535/7h7-0yt-7le
title: Trommsdorffia maculata subsp. maculata

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.6367tf
title: Occurrence Download

description: A dataset containing 2180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus Labill.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2180 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109628-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/km7-v04-6rc
title: Buphthalmum salicifolium L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s8c-9a5-y05
title: Saxifraga tridactylites L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/607-tt6-8hq
title: Senecio chrysanthemoides DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8fj-8fc-m6v
title: Carlina vulgaris subsp. vulgaris

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v89-d72-9ct
title: Siler montanum subsp. montanum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.288472
title: KELLIA_nb_1991_04419

description: Référence : nb_1991_04419<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_88<br />Type : photographie<br />
DOI: 10.3535/gnq-tl6-t20
title: Cirsium erisithales (Jacq.) Scop.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nmb-y8x-pda
title: Aquilegia atrata Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15128/r27d278t149
title: A dynamic implicit 3D material point-to-rigid body contact approach for large deformation analysis [dataset]

description: Figure data for the paper "Three Dimensional Implicit GIMPM contact with rigid bodies"
description: Accurate and robust modelling of large deformation three-dimensional contact interaction is an important area of engineering, but it is also challenging from a computational mechanics perspective. This is particularly the case when there is significant interpenetration and evolution of the contact surfaces, such as the case of a relatively rigid body interacting with a highly deformable body. This paper provides a new three-dimensional large deformation contactapproach where the Material Point Method (MPM) is used to represent the deformable material. A new contact detection approach is introduced that checks the interaction of the vertices of the domains associated with each material point with the discretised rigid body. This provides a general and consistent approach without requiring the reconstruction of an additional boundary representation of the deformable body. A new energy-consistent material point domain updating approach is also introduced that maintains stable simulations under large deformations. The dynamic governing equations allow the trajectory of the rigid body to evolve based on the interaction with the deformable body and the governing equations are solved within an efficient implicit framework. The performance of the new contact approach is demonstrated on a number of benchmark problems with analytical solutions. The method is also applied to the specific case of soil-structure interaction, using geotechnical centrifuge experimental data that confirms the veracity of the proposed approach.
DOI: 10.3535/6kz-83r-9e2
title: Aquilegia sibirica Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z6k-9q5-r3b
title: Verbascum lychnitis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.288473
title: KELLIA_nb_1991_04420

description: Référence : nb_1991_04420<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_88<br />Type : photographie<br />
DOI: 10.3535/0kz-c4n-4tb
title: Saussurea parviflora (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rrt-la6-4lh
title: Saussurea controversa DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mc3-g3l-309
title: Symphyotrichum subspicatum (Nees) G. L. Nesom

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.288474
title: KELLIA_nb_1991_04452

description: Référence : nb_1991_04452<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_88<br />Type : photographie<br />
DOI: 10.3535/xv5-hyd-dex
title: Bergenia crassifolia (L.) Fritsch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y83-6zf-53j
title: Rheum compactum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g18-05e-azf
title: Zephyranthes araucana (Phil.) Nic.García

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mpl-jcq-dft
title: Linum austriacum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.288475
title: KELLIA_nb_1991_04454

description: Référence : nb_1991_04454<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_88<br />Type : photographie<br />
DOI: 10.3535/k1v-j8s-qdz
title: Veronica × schmakovii Kosachev

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/br2-hqh-4gp
title: Galatella altaica Tzvelev

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gv3-lwa-avr
title: Physocarpus capitatus (Pursh) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.288476
title: KELLIA_nb_1991_04459

description: Référence : nb_1991_04459<br />Site : Kellia / Quşūr al-Ruba‘yyāt<br />Secteur : QR_88<br />Type : photographie<br />
DOI: 10.3535/2w9-te3-srr
title: Lactuca viminea (L.) J. Presl & C. Presl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dvg-8wm-tcf
title: Dianthus chinensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.