cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/09c-k9f-g8k
title: Procambarus clarkii (Girard 1852)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6av-n5w-hcq
title: Philoscia muscorum (Scopoli 1763)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/szx-pjj-pp6
title: Gammarus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/t8f-cmx-6vz
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6ws-z81-249
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rcv-8q7-2aa
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2hf-bvn-x3k
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/88j-33t-27s
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bhn-xrs-dtq
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vef-krg-j8t
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.5281/zenodo.18284807
title: Leptochloa villosa Ekman. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:48
DOI: 10.5281/zenodo.18284808
title: Leptochloa villosa Ekman. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:48
DOI: 10.3535/vfb-300-vr0
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yqr-c6d-nty
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nns-cw4-ca0
title: Liocarcinus navigator (Herbst 1794)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vmw-j16-8w1
title: Haplophthalmus mengii (Zaddach 1844)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ltc-46s-l23
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/tra-van-pw6
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nzl-z45-5hz
title: Neohaustorius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pxw-gzg-5g1
title: Crangon allmanni Kinahan 1857

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/306-jjm-sx1
title: Liocarcinus depurator (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/v60-5xl-3am
title: Gammarus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dlk-gzp-5gm
title: Procambarus clarkii (Girard 1852)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/arw-9gc-rza
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/l9m-lm8-ejk
title: Procambarus clarkii (Girard 1852)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yq0-73l-tlw
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hwb-jl8-0cn
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/02y-rvm-bhl
title: Coenobita rugosus H. Milne Edwards 1837

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2mm-qxc-sg5
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/fw8-41l-0q2
title: Neohaustorius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/z3h-16s-m2d
title: Neohaustorius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/7my-r93-d7h
title: Ogyrides

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bnc-tdh-w3x
title: Pisidia longicornis (Linnaeus 1767)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/jq6-3b7-akp
title: Neohaustorius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/sxg-hd7-m8z
title: Acanthephyra

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/945-6mf-dfh
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vxw-7h0-q8k
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/n8h-qh6-22x
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/szl-bwp-jef
title: Bathyaxius sugurui Sakai 2014

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.15468/dl.dw2g46
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.39165 48.69290,-106.59821 48.69290,-106.59821 51.01027,-112.39165 51.01027,-112.39165 48.69290))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxidea taxus"
 ]
}

 The dataset includes 262 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017229-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1er-94y-xyt
title: Ambiaxius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/8cb-4vc-fyq
title: Bathyporeia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bnk-zj3-hcc
title: Armadillidium vulgare (Latreille 1804)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/k0r-h3n-njz
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/b06-wle-6ee
title: Oniscus asellus Linnaeus 1758

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/jb6-052-jz2
title: Porcellio scaber Latreille 1804

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/b37-ntv-mnf
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/gjt-mm4-v1j
title: Ligia

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vrj-d6q-swq
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/mys-9y5-plg
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/zwc-w56-th3
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2td-n56-r35
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/aj3-f36-fcr
title: Monoculodes

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2dh-vz4-jn8
title: Pagurus bernhardus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vsy-7hb-8qy
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/bnn-tec-499
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/kvg-jct-f8m
title: Austropotamobius torrentium (Schrank 1803)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/88z-z2s-cbf
title: Monoculodes

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/mne-r47-we2
title: Monoculodes

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ep1-35b-hgs
title: Monoculodes

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/q3y-gky-wex
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/44p-qby-hrv
title: Neohaustorius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/x32-ltm-lk3
title: Astacus astacus subsp. astacus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6jj-cgx-y08
title: Pisidia longicornis (Linnaeus 1767)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/jw4-kdg-m5m
title: Philocheras trispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.5281/zenodo.18284810
title: Leptochloa virgata (L.) P.Beauv. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:48
DOI: 10.3535/j0v-2xg-4mq
title: Philocheras bispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pgb-ycg-ffq
title: Ebalia tumefacta (Montagu 1808)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.5281/zenodo.18284809
title: Leptochloa virgata (L.) P.Beauv. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:48
DOI: 10.3535/w5q-tqm-p4h
title: Balanus crenatus Bruguière 1789

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/a5b-h5h-bk3
title: Philocheras bispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pwx-bcd-qtj
title: Philocheras trispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nn4-ak2-hyb
title: Crangon allmanni Kinahan 1857

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/sy5-zw6-bpg
title: Pagurus cuanensis Bell 1845

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/jn3-cy5-8d0
title: Liocarcinus pusillus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/v0r-hxk-5fw
title: Balanus crenatus Bruguière 1789

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/c87-tn6-33b
title: Balanus crenatus Bruguière 1789

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0kp-321-dpn
title: Pandalina brevirostris (Rathke 1843)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/xjx-asw-cbr
title: Philocheras trispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/gta-qgw-n53
title: Ambiaxius

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.6084/m9.figshare.29118444
title: GUI-powered compressive strength estimation of green concrete utilising an efficient ensemble learning paradigm

description: This study develops an efficient ensemble learning paradigm (ELP)-based graphical user interface (GUI) framework to estimate the compressive strength (CS) of green concrete. In this study, eight ELPs were employed and the best-fitted model was chosen to estimate the CS of green concrete. Initially, Adaboost regressor, decision tree regressor, gradient boosting regressor, random forest regressor, and support vector regressor were employed. In addition, a bagging-based approach was used to construct four additional ELPs. Experimental results show that the employed GBR achieved the most accurate precision in both training (<i>R</i> = 0.9941) and testing (<i>R</i> = 0.9669) phases. The outcomes of the GBR paradigm are significantly superior to those of the baseline model, i.e. linear regressor and support vector regressor. The overall results demonstrate that the utilised GBR paradigm can potentially estimate the CS of fly ash and slag-based green concrete with a high degree of precision and robustness. The developed GUI (see supplementary material) provides an efficient tool for estimating the CS of green concrete across single, multiple, and predefined datasets. Researchers and practitioners can use the developed GUI to estimate the concrete CS based on pre-defined values of design mix parameters such as the contents of cement, aggregated and FAsh. Prediction of compressive strength of Fly ash-blended green concrete.Utilization of an efficient ensemble learning paradigm.The outcomes of the GBR paradigm are significantly superior to other ensemble learning paradigms and baseline models.Development of GUI for quick assessment of CS for different mix designs. Prediction of compressive strength of Fly ash-blended green concrete. Utilization of an efficient ensemble learning paradigm. The outcomes of the GBR paradigm are significantly superior to other ensemble learning paradigms and baseline models. Development of GUI for quick assessment of CS for different mix designs.
DOI: 10.6084/m9.figshare.29118444.v1
title: GUI-powered compressive strength estimation of green concrete utilising an efficient ensemble learning paradigm

description: This study develops an efficient ensemble learning paradigm (ELP)-based graphical user interface (GUI) framework to estimate the compressive strength (CS) of green concrete. In this study, eight ELPs were employed and the best-fitted model was chosen to estimate the CS of green concrete. Initially, Adaboost regressor, decision tree regressor, gradient boosting regressor, random forest regressor, and support vector regressor were employed. In addition, a bagging-based approach was used to construct four additional ELPs. Experimental results show that the employed GBR achieved the most accurate precision in both training (<i>R</i> = 0.9941) and testing (<i>R</i> = 0.9669) phases. The outcomes of the GBR paradigm are significantly superior to those of the baseline model, i.e. linear regressor and support vector regressor. The overall results demonstrate that the utilised GBR paradigm can potentially estimate the CS of fly ash and slag-based green concrete with a high degree of precision and robustness. The developed GUI (see supplementary material) provides an efficient tool for estimating the CS of green concrete across single, multiple, and predefined datasets. Researchers and practitioners can use the developed GUI to estimate the concrete CS based on pre-defined values of design mix parameters such as the contents of cement, aggregated and FAsh. Prediction of compressive strength of Fly ash-blended green concrete.Utilization of an efficient ensemble learning paradigm.The outcomes of the GBR paradigm are significantly superior to other ensemble learning paradigms and baseline models.Development of GUI for quick assessment of CS for different mix designs. Prediction of compressive strength of Fly ash-blended green concrete. Utilization of an efficient ensemble learning paradigm. The outcomes of the GBR paradigm are significantly superior to other ensemble learning paradigms and baseline models. Development of GUI for quick assessment of CS for different mix designs.
DOI: 10.15468/dl.2npmr8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dialium cochinchinense Pierre",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003150-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8xzx7
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tetragona truncata Moure, 1971"
 ]
}

 The dataset includes 73 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.