cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/cbe-vjd-4wz
title: Ranunculus polyanthemos L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbe-ybx-y8c
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbe-zd9-bb8
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-3bx-69f
title: Euphorbia peplus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-dwn-fc3
title: Anemone nemorosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-jde-sxs
title: Eleocharis palustris (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-l83-n65
title: Carex oederi var. oederi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-rln-qjw
title: Carex bigelowii subsp. bigelowii

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-sjt-nws
title: Trichophorum cespitosum (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-xfs-9el
title: Amaranthus albus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbf-zye-m9r
title: Capsella bursa-pastoris (L.) Medik.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-0h9-5jt
title: Sparganium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-17z-hr5
title: Sagittaria natans Pall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-3rj-59h
title: Potamogeton gramineus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-9kd-jlw
title: Salix myrsinifolia × repens x myrsinifolia ssp. myrsinifolia × repens ssp. repens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-eah-ymn
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-r92-w6c
title: Abies sibirica Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-t6p-gra
title: Prunus padus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-td3-fed
title: Persicaria lapathifolia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-vw4-d24
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-vzp-7tx
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbg-xvc-96g
title: Potamogeton friesii Rupr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-3jh-n7y
title: Ranunculus glacialis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-d7e-mt6
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-fba-y93
title: Festuca ovina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-g03-snm
title: Viscaria vulgaris Röhl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-heh-jhn
title: Hydrocharis morsus-ranae L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-hje-yge
title: Persicaria minor (Huds.) Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-nb5-15w
title: Carex chordorrhiza L.f.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-q02-v0b
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-t9t-0p0
title: Eleocharis acicularis (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-tpv-4d7
title: Trichophorum cespitosum (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-x8e-2yl
title: Cerastium alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbh-y3e-bxt
title: Avenula pubescens (Huds.) Dumort.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbj-3p8-cjg
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbj-6xs-bnb
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbj-kbl-avq
title: Ranunculus acris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-10t-98n
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-147-dka
title: Vahlodea atropurpurea (Wahlenb.) Fr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-5ln-8g5
title: Stellaria longifolia (Regel) Muhl. ex Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-e5x-4fr
title: Lathyrus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-s7e-p4d
title: Carex rariflora (Wahlenb.) Sm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-y31-29q
title: Ranunculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbk-lw9-gmn
title: Calamagrostis canescens (Weber) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-2wz-yj9
title: Cardamine amara L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-k28-4kk
title: Potentilla neglecta Baumg.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-p3g-lj6
title: Lotus corniculatus subsp. corniculatus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-whz-md9
title: Sibbaldia procumbens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-2ja-1m8
title: Trifolium hybridum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-brn-j29
title: Spergula morisonii Boreau

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-hte-eae
title: Rumex triangulivalvis (Danser) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-pjz-4we
title: Montia fontana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-rdp-cvh
title: Lolium arundinaceum (Schreb.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-8qk-8b0
title: Eriophorum gracile Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbl-dak-d0v
title: Typha latifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-rsq-4aa
title: Geum aleppicum Jacq.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-v0j-jd6
title: Dactylorhiza incarnata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-vla-3st
title: Potentilla L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbm-xhm-chj
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbn-373-dpc
title: Thalictrum simplex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cbn-8n9-h05
title: Saxifraga hirculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.29318279
title: Liver_spatial metabolomics

description: Spatial metabolomics data from MALDI imaging mass spec of murine liver in negative ion mode. In each file, first 2 columns represent spatial coordinates, the third column contains total ion count, and the fourth column onwards compound ion counts.
DOI: 10.6084/m9.figshare.29318279.v1
title: Liver_spatial metabolomics

description: Spatial metabolomics data from MALDI imaging mass spec of murine liver in negative ion mode. In each file, first 2 columns represent spatial coordinates, the third column contains total ion count, and the fourth column onwards compound ion counts.
DOI: 10.15468/dl.za8dny
title: Occurrence Download

description: A dataset containing 112535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cistus monspeliensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112535 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044132-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmmbf6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cymbella subleptoceros Krammer, 2002",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044148-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57reha
title: Occurrence Download

description: A dataset containing 1159656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Albania, Algeria, Russian Federation, Austria, Portugal, Estonia, Latvia, Lithuania, Belarus, Belgium, Bulgaria, Spain, China, France, Cyprus, Czechia, Slovakia, Denmark, Finland, Germany, United Kingdom of Great Britain and Northern Ireland, Greece, Hungary, Iceland, Iran (Islamic Republic of), Ireland, Italy, Japan, Kazakhstan, Kyrgyzstan, Korea (Democratic People’s Republic of), Korea, Republic of, Mongolia, Morocco, Netherlands, Norway, Slovenia, Croatia, Bosnia and Herzegovina, Serbia, Montenegro, North Macedonia, Pakistan, Poland, Romania, Sweden, Switzerland, Tajikistan, Georgia, Armenia, Azerbaijan, Türkiye, Ukraine, Uzbekistan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ranunculus repens L.",
 "Year 1900-2025"
 ]
}

 The dataset includes 1159656 records from 3070 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044128-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pcgzsybkcx.1
title: LINF_320026800

description: Cytidylyltransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/xy4jvnfcjb.1
title: LINF_320025500

description: Phospholipid/glycerol acyltransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ggj4kzn3f7.1
title: Humic Acid Improves Wheat Growth by Modulating Auxin and Cytokinin Biosynthesis Pathways

description: Raw data generated during the experiments.
DOI: 10.17632/6ng2kgvnwk.1
title: MFFCs for Multi-class Human Action Analysis : A Benchmark Dataset

description: This dataset embodies a diverse collection of Mel Frequency Cepstral Coefficients (MFCCs) corresponding to various human actions. The MFCCs are time-frequency representations of audio signals that reflect the power spectrum of an audio signal, processed through a Mel scale filter bank to mimic human auditory perception.

In this dataset, the audio signals are associated with different human actions, including walking, running, jumping, and dancing. The MFCCs are calculated through a series of signal processing stages, including application of the Fourier Transform, Mel scale transformation, and Discrete Cosine Transform. Each MFCC representation encapsulates a segment of the corresponding audio signal.

The dataset is meticulously designed for tasks such as human action recognition, classification, segmentation, and detection. It serves as a potent instrument for training and assessing machine learning models that interpret human actions based on audio signals. The dataset is particularly useful for researchers and practitioners in the fields of signal processing, computer vision, and machine learning, who endeavor to construct algorithms for human action analysis through audio signals.

Importantly, the dataset comes annotated with labels specifying the type of human action represented in each MFCC. This label information facilitates a supervised learning framework, which is essential for the development and evaluation of predictive models.
DOI: 10.17632/6d8v9jmvgm.1
title: MFCCs Feature Scaling Images for Multi-class Human Action Analysis : A Benchmark Dataset

description: his dataset comprises an array of Mel Frequency Cepstral Coefficients (MFCCs) that have undergone feature scaling, representing a variety of human actions. Feature scaling, or data normalization, is a preprocessing technique used to standardize the range of features in the dataset. For MFCCs, this process helps ensure all coefficients contribute equally to the learning process, preventing features with larger scales from overshadowing those with smaller scales.

In this dataset, the audio signals correspond to diverse human actions such as walking, running, jumping, and dancing. The MFCCs are calculated via a series of signal processing stages, which capture key characteristics of the audio signal in a manner that closely aligns with human auditory perception. The coefficients are then standardized or scaled using methods such as MinMax Scaling or Standardization, thereby normalizing their range. Each normalized MFCC vector corresponds to a segment of the audio signal.

The dataset is meticulously designed for tasks including human action recognition, classification, segmentation, and detection based on auditory cues. It serves as an essential resource for training and evaluating machine learning models focused on interpreting human actions from audio signals. This dataset proves particularly beneficial for researchers and practitioners in fields such as signal processing, computer vision, and machine learning, who aim to craft algorithms for human action analysis leveraging audio signals.
DOI: 10.17632/vwtcj4x84r.1
title: Nanoindentation_WJF

description: The original data to draw the figures for the paper.
DOI: 10.17632/hjpxhg9mvw.1
title: UMA DÉCADA DE PESQUISA PARA O AVANÇO NA PREVISÃO EM BACIAS NÃO MONITORADAS: UMA REVISÃO DA LITERATURA

description: O presente trabalho propõe a apresentação de uma revisão da literatura sobre o estudo de uma década de previsões em bacias não monitoradas (PUB –prediction in undergauged basins). Essa iniciativa foi lançada pela Associação Internacional de Ciências Hidrológicas (IAHS), como objetivo de formular e implementar programas científicos apropriados para engajar e estimular a comunidade científica, de forma coordenada, a alcançar grandes avanços na capacidade de fazer previsão em bacias não monitoradas. O programa científico da AIHS se concentrou na estimativa da incerteza preditiva, e sua redução posterior, como seu tema central. O objetivo deste trabalho é a de trazer a tona o tema, apresentando uma revisão bibliográfica sistemática, os resultados obtidos e os impactos causados, e como essas ideias foram assimiladas pela sociedade, principalmente em terras brasileiras.
DOI: 10.34933/9493574f-52da-4dad-8a6d-4821cf1b56ab
title: Data for: Spatiotemporal Distribution of Convective Overshooting as a Key Source of Stratospheric Mass Flux

description: Journal - Science
DOI: 10.17632/3ksnrt75y5.1
title: Supplementary materials - Results of the studies of Mn, Ni, Cu, Zn, Cd, and Pb concentrations in samples

description: Results of the studies of Mn, Ni, Cu, Zn, Cd, and Pb concentrations in samples of the mosses Pleurozium schreberi, the lichens Hypogymnia physodes, and the algae Palmaria palmata after a 2-hour exposure in the Turawa Reservoir waters
DOI: 10.17632/9f5xzypspc.1
title: Code for Mapping Pesticide-Induced Metabolic Alterations in Human Gut Bacteria

description: We developed custom R code to facilitate the processing and visualization of the UPLC-QE Orbitrap MS data obtained from the in vitro and in vivo experiments. The complete code for each step can be accessed. The customized R code encompasses the following analyses:
1) Metabolomics analysis for each bacteria strain in vitro.
2) Metabolomics summary for each pesticide in vitro.
3) Metabolomics analysis for all bacteria species and pesticides in vitro.
4) Lipidomics analysis for each bacteria strain in vitro.
5) Lipidomics summary for each pesticide in vitro.
6) Lipidomics analysis for all bacteria species and pesticides in vitro.
7) Correlation analysis between metabolites and Gip 
This code provides a comprehensive toolkit for data analysis and facilitates the exploration of various aspects of the metabolomics and lipidomics datasets.
DOI: 10.17632/z29fyn6kzz.2
title: Tutorial for quantification of collective signalling in time-lapse microscopy images

description: Raw data and a Jupyter notebook with Python code to quantify apoptosis-induced collective ERK activity waves in a starved MCF10A WT epithelium.
DOI: 10.17632/s2v84tvn96.1
title: Dataset of virtual and real-life visual experiences inside a museum: survey on visual perception with objective and subjective measures - Videos

description: The repository contains the videos used for the research activity called "Perception of Light in Museum Environments: Comparison between Real-Life and Virtual Visual Experiences", the results of which are discussed in the homonymous article published on (authors: A. Çevik, Z.T. Kazanasmaz, G. Tambellini, G. Salvadori, F. Leccese). The videos were recorded in the case study museum and, subsequently, used to produce a virtual visit experience for the subjects participating in the research activity. For further details, please refer to the mentioned article.
DOI: 10.17632/jdbggcc627.3
title: Dynamic Light Scattering Data Processing: User Independent or User Driven Algorithms

description: Nanoparticles are of great importance for various technological applications, drug discovery, ecology, molecular biology, etc. Size is a basic characteristic of any particle, and dynamic light scattering is beyond competition when measuring particle size in dispersions ranging from nanometers to micrometers. Unfortunately, this method has a serious problem in processing and interpreting experimental data. Instrument noise and polydispersity of the sample lead to the situation when one initial autocorrelation function corresponds to several different particle size distributions. Sometimes these different solutions of the inverse task can be found by changing parameters in the software. Sometimes the scientist cannot be suspicious of possible other solutions, having one result from the program. In this article I demonstrate the problem on model and experimental data using three known programs: CONTIN, the Malvern Zetasizer and DynaLS. I also present my own program Autocor, which allows to test our own hypotheses about the modality and shape of the particle size distribution by optimizing the parameters of our own models with a small number of degrees of freedom.
DOI: 10.34816/ifao.archives.158095
title: DEIR EL-MÉDINA_nb_1969_02147

description: Référence : nb_1969_02147<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.ajcqzj
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.97705 -2.65869,-81.89209 -3.88916,-74.46533 -4.46045,-74.39941 8.48145,-76.88782 7.83325,-77.90131 8.62976,-79.16199 9.11865,-81.13953 8.70117,-85.14404 8.28369,-93.20801 5.58105,-93.97705 -2.65869))",
 "HasCoordinate is true",
 "TaxonKey is Triaenodon obesus (Rüppell, 1837)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 180 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001531-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.158096
title: DEIR EL-MÉDINA_nb_1969_02148

description: Référence : nb_1969_02148<br />Site : Deir el-Médina<br />Secteur : Second caveau (TT_359 (Inherkhâouy)); TT_359 (Inherkhâouy)<br />Type : photographie<br />
DOI: 10.15468/dl.8j4rdf
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eremias velox (Pallas, 1771)"
 ]
}

 The dataset includes 1411 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005695-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.