cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14713797
title: Chol 15% POPC aux force field validation

description: POPC simulation parameterized with Sage2.2.1.aux.offxml

Lipids: POPC/CHOLLipid count: 108 POPC (54 per leaflet) / 20 CHOL (10 per leaflet)Solvent: TIP3PSolvent count: 5120Ions: noIon Count: n/aTemperature: 300KLength of equilibration: 100ns (40 NVT - 60 NPT)Length of production: 500ns



HMR w/ 4fs timestep

0.9 rvdw/rcouloumb cutoff

0.8 rvdw-switch


SMILES strings: POPC: [C@](COP(=O)([O-])OCC[N+](C)(C)C)([H])(OC(CCCCCCC/C=C\CCCCCCCC)=O)COC(CCCCCCCCCCCCCCC)=OCHOL: [C@]12(CC=C3C[C@@H](O)CC[C@]3(C)[C@@]1([H])CC[C@]1(C)[C@@]([H])([C@@](C)([H])CCCC(C)C)CC[C@@]21[H])[H]
DOI: 10.15468/dl.xrcy7v
title: Occurrence Download

description: A dataset containing 1856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phycodurus eques (Günther, 1865)"
 ]
}

 The dataset includes 1856 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000366-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmwcg9
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.75744 36.91609,-4.74631 36.91842,-4.74733 36.92362,-4.75906 36.92081,-4.75858 36.91914,-4.75744 36.91609))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2005-2025"
 ]
}

 The dataset includes 59 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000367-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvdnfx
title: Occurrence Download

description: A dataset containing 2008 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neomonachus schauinslandi (Matschie, 1905)"
 ]
}

 The dataset includes 2008 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000370-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txrn3u
title: Occurrence Download

description: A dataset containing 133305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe, Africa)",
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)",
 "Year 2005-2025"
 ]
}

 The dataset includes 133305 records from 1673 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000343-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rs2v3
title: Occurrence Download

description: A dataset containing 382786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.78901 15.72158,-96.49901 15.59807,-96.39862 15.63567,-96.19228 15.64641,-95.93574 15.76452,-95.47843 15.91474,-95.24978 16.11844,-95.50074 16.70156,-96.12535 16.71224,-96.78901 16.70156,-96.78901 15.72158))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 382786 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003263-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5be9xk
title: Occurrence Download

description: A dataset containing 373054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Sonchus asper (L.) Hill)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 373054 records from 1599 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003265-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jq2x8
title: CCDC 2344930: Experimental Crystal Structure Determination

description: Related Article: Jean-Ho Chu, Jin Lee, Guan-Wei Liao, Lin-En Zeng, Chien-Wen Lin, Ching-Hung Cheng, Wen-Chieh Lin, Li-Ching Shen, Guo-Feng Chen, Rong Chang, Andrew C.-H. Sue|2024|Organometallics|43|2349|doi:10.1021/acs.organomet.4c00356
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: 10.5517/ccdc.csd.cc2jq2y9
title: CCDC 2344931: Experimental Crystal Structure Determination

description: Related Article: Jean-Ho Chu, Jin Lee, Guan-Wei Liao, Lin-En Zeng, Chien-Wen Lin, Ching-Hung Cheng, Wen-Chieh Lin, Li-Ching Shen, Guo-Feng Chen, Rong Chang, Andrew C.-H. Sue|2024|Organometallics|43|2349|doi:10.1021/acs.organomet.4c00356
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: 10.5517/ccdc.csd.cc2jq30d
title: CCDC 2344933: Experimental Crystal Structure Determination

description: Related Article: Jean-Ho Chu, Jin Lee, Guan-Wei Liao, Lin-En Zeng, Chien-Wen Lin, Ching-Hung Cheng, Wen-Chieh Lin, Li-Ching Shen, Guo-Feng Chen, Rong Chang, Andrew C.-H. Sue|2024|Organometallics|43|2349|doi:10.1021/acs.organomet.4c00356
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: 10.5517/ccdc.csd.cc2jq2t5
title: CCDC 2344927: Experimental Crystal Structure Determination

description: Related Article: Jean-Ho Chu, Jin Lee, Guan-Wei Liao, Lin-En Zeng, Chien-Wen Lin, Ching-Hung Cheng, Wen-Chieh Lin, Li-Ching Shen, Guo-Feng Chen, Rong Chang, Andrew C.-H. Sue|2024|Organometallics|43|2349|doi:10.1021/acs.organomet.4c00356
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: 10.5517/ccdc.csd.cc2jq31f
title: CCDC 2344934: Experimental Crystal Structure Determination

description: Related Article: Jean-Ho Chu, Jin Lee, Guan-Wei Liao, Lin-En Zeng, Chien-Wen Lin, Ching-Hung Cheng, Wen-Chieh Lin, Li-Ching Shen, Guo-Feng Chen, Rong Chang, Andrew C.-H. Sue|2024|Organometallics|43|2349|doi:10.1021/acs.organomet.4c00356
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.cq62tf
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fascicularia bicolor (Ruiz & Pav.) Mez"
 ]
}

 The dataset includes 861 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003800-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.17548.77449
title: Recurrent formula of base increment and Parametric Searching a Prime Numbers of great lenght B.P.N. BIG PRIME NUMBERS Catral SuperComputing Center Parameters: Exponet Costant=3=K, IncrementofBase=+1, InitalBase=1,(ACN) Always Composite Numbers
DOI: 10.3535/20d-3b6-s2m
title: Cochlearia pyrenaica DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fa6-acg-hg3
title: Chenopodium opulifolium Schrad. ex W. D. J. Koch & Ziz

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4j3-bs7-qv6
title: Hypecoum imberbe Sm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6wk-kb6-pl5
title: Valerianella carinata Loisel.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/q01-lcl-91j
title: Sisymbrium officinale (L.) Scop.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nla-lta-5zn
title: Polygala rupestris Pourr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/549-7jz-5aj
title: Orobanche elatior Sutton

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j25-kn4-x3s
title: Collinsia bicolor Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0jt-ylk-mnt
title: Anagallis monelli L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.30448.71685
title: А. Пятроў (Alexander Petrov) упомянут как автор двух статей о Норвегии в рецензии Р.И. Попеля на белорусском языке в журнале Белорусский исторический обзор №1, 2019 г., сс. 37, 38.
DOI: 10.15468/dl.f88b9p
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendrobium spatella",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030173-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/67k-h97-qqc
title: Neatostema apulum (L.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/br3-jj9-twb
title: Himantoglossum adriaticum H. Baumann

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/7am-tc8-0sv
title: Festuca L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pgf-t0k-44a
title: Centaurea aspera L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.7910/dvn/m1difs
title: Does sperm length and seminal receptacle length evolve in Drosophila melanogaster adapted to larval crowding?

description: Density dependent selection has the potential to select for vastly different traits at high and low densities. In laboratory populations of Drosophila melanogaster adaptation to extreme larval crowding can lead to rapid evolution of larval as well as adult traits such as larval feeding rate, male courtship behaviour, etc. Studies have investigated the co-evolutionary dynamics between sperm length and the size of seminal receptacle (SR) across diverse organisms, notably including Drosophila species. We studied how adaptation to larval crowding influences the evolution of post-mating reproductive traits, examining trade-offs in resource-limited conditions. We measured sperm length, SR length and body size in populations of D. melanogaster adapted to larval crowding and their controls. Our results showed that body size and SR length decreased under high larval density, regardless of the population's selection history. However, sperm length remained unchanged in both high- and low-density conditions for both selected and control populations.
DOI: 10.3535/ms1-z5y-tgr
title: Leersia oryzoides (L.) Sw.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3hn-jbj-k5y
title: Iberis amara L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4w3-fne-dhy
title: Plantago maritima subsp. maritima L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b4m-t79-xvv
title: Senecio auricula Coss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fz0-svj-j1h
title: Arnica montana L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/vle-tbe-tbs
title: Scorzonera hispanica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/msb-4ga-gss
title: Aizoanthemopsis hispanica (L.) Klak

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/shm-2an-qgd
title: Anacyclus clavatus (Desf.) Pers.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zvw-res-wyh
title: Polyceratocarpus scheffleri Engl. & Diels

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9nb-0b5-5kw
title: Euzomodendron bourgaeanum Coss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/5xs-gqa-3v4
title: Polygala rupestris Pourr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h2x-4ls-ake
title: Hypecoum procumbens subsp. procumbens L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.17629.87529
title: socio-educational landscape 374
DOI: 10.13140/rg.2.2.31051.64808
title: socio-educational landscape 375
DOI: 10.3535/xmm-jt7-x67
title: Parietaria lusitanica L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/y7z-ad2-w6s
title: Selinum carvifolia (L.) L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c9d-9sh-91k
title: Matthiola parviflora (Schousb.) R. Br.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ebe-y9v-xlf
title: Bupleurum petraeum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mm4-n1x-9ly
title: Vulpia myuros (L.) C. C. Gmel.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.aqrmbd
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corythucha ciliata"
 ]
}

 The dataset includes 414 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030175-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7b1-2fq-pex
title: Sanguisorba minor Scop.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mcq-hcc-g83
title: Celastraceae R. Br.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bfk-xk1-3xx
title: Galactites tomentosus Moench

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ch4-a2v-x15
title: Coris monspeliensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w1f-j11-z2x
title: Heracleum sphondylium subsp. sphondylium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/16l-0xc-jjw
title: Eruca vesicaria (L.) Cav.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.5281/zenodo.17366963
title: ClapperText: A Benchmark for Text Recognition in Low-Resource Archival Documents

description: ClapperText Dataset Overview

ClapperText is a benchmark dataset for text detection and recognition in visually degraded and low-resource archival conditions. It is derived from 127 World War II–era film segments containing clapperboards that record structured production metadata such as date, location, and camera operator identity.

The dataset contains:• 9,813 annotated frames• 94,573 word-level text instances• 67.4% handwritten words and 1,566 partially occluded instances• Both full-frame and cropped word images• Precise 4-point polygon annotations to support spatially accurate OCR applications

ClapperText is designed to advance robust optical character recognition and document understanding in historical and visually challenging archival materials.




Folder Meaning

detection/imgs – Full-frame images for text detection• Subfolders train, val, test: disjoint video splits• test_keyframes: manually verified frames used in reported benchmarks

detection/annos – JSON annotations following the same split structure

recognition/imgs – Cropped word images derived from the detection data• train, val: disjoint video splits• test_keyframes: manually verified frames used in reported benchmarks

recognition/annos – Corresponding CSV annotations for cropped word images

Each subfolder (e.g., 8332_2_46_100_T) represents:• 8332 → Segment index in the HISTORIAN source dataset• 2 → Shot number within that segment• 46, 100 → Start and end frame indices• T → Shot type (here, T = text)



Data Summary








Split
Videos
Frames
Word Annotations
Handwritten (%)
Occluded (%)




Train
18
1,122
17,749
72.3
4.8


Val
8
527
4,983
67.6
1.6


Test
101
8,164
71,841
66.2
0.9


Total
127
9,813
94,573
67.4
1.7








Recommended Usage

• Use detection/test_keyframes and recognition/test_keyframes for validation to ensure comparability with benchmark results reported in the paper.• Training is limited (18 videos) to reflect low-resource historical scenarios.• Evaluation metrics:– Detection: Hmean @ IoU = 0.5– Recognition: Word Recognition Accuracy (case- and symbol-normalized)



Acknowledgements

Supported by the Austrian Science Fund (FWF) – doc.funds.connectProject No. DFH 37-N: Visual Heritage: Visual Analytics and Computer Vision Meet Cultural Heritage.



More Information

Further details are available at:https://github.com/linty5/ClapperText

For questions, please contact: tylin@cvl.tuwien.ac.at
DOI: 10.6084/m9.figshare.30384226.v2
title: Supporting information for "Environmental Tuning of Charge Transfer in Palmatine"

description: Palmatine is a DNA-binding alkaloid with potential applications in phototherapy due to its environment-dependent photophysics. Using an hybrid quantum mechanics/molecular mechanics (QM/MM) approach with extensive sampling and quantitative wavefunction analysis, we show that the character of the excited states is dramatically different in water and in DNA environment. While the main absorption of palmatine in both environments arises from two broad π → π∗ absorption bands, the lowest excited state is markedly different: In water, S1 exhibits strong charge-transfer (CT) character, whereas intercalated in DNA it is predominantly localized. This quenched intramolecular CT in DNA persist regardless of the sequence of DNA and it is evident only when an extended QM region, including adjacent nucleobases to the chromophore, is employed. These results highlight the crucial role of the biomolecular environment in tuning chromophore photophysics, with implications for the rational design of DNA-targeted photosensitizers.
DOI: 10.3535/l08-szy-m52
title: Pyrenacantha malvifolia Engl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.30384226.v1
title: Supporting information for "Environmental Tuning of Charge Transfer in Palmatine"

description: Palmatine is a DNA-binding alkaloid with potential applications in phototherapy due to its environment-dependent photophysics. Using an hybrid quantum mechanics/molecular mechanics (QM/MM) approach with extensive sampling and quantitative wavefunction analysis, we show that the character of the excited states is dramatically different in water and in DNA environment. While the main absorption of palmatine in both environments arises from two broad π → π∗ absorption bands, the lowest excited state is markedly different: In water, S1 exhibits strong charge-transfer (CT) character, whereas intercalated in DNA it is predominantly localized. This quenched intramolecular CT in DNA persist regardless of the sequence of DNA and it is evident only when an extended QM region, including adjacent nucleobases to the chromophore, is employed. These results highlight the crucial role of the biomolecular environment in tuning chromophore photophysics, with implications for the rational design of DNA-targeted photosensitizers.