cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25954669
title: Data from: Rapid radiations underlie most of the known diversity of life

description: Abstract: Adaptive radiations and other rapid radiations are of considerable interest to evolutionary biologists, in large part because they are thought to underlie much of the species diversity of life. Yet, this fundamental idea has only been tested at a limited scale, within frogs. Here, we test this idea across living organisms and within many of the largest clades (e.g., animals, plants). Specifically, we quantify how much species richness is contained in clades with high net diversification rates. We find that among the major clades of living organisms and among land plant phyla and animal phyla, &gt;80% of known species richness is contained within the few clades that are in the upper 90th percentile for diversification rates in each group. Thus, these exceptionally rapid radiations contain most of Earth's extant species diversity. Patterns were broadly similar using smaller clades (orders, families), with the majority of species generally contained within clades in the upper 75th percentile. We found similar patterns among major clades of insects and vertebrates, with clades with above-average diversification rates encompassing &gt;95% of species in each group. Overall, these results show for the first time that most of the known species richness of life is explained by rapid radiations.
DOI: 10.6084/m9.figshare.25954669.v1
title: Data from: Rapid radiations underlie most of the known diversity of life

description: Abstract: Adaptive radiations and other rapid radiations are of considerable interest to evolutionary biologists, in large part because they are thought to underlie much of the species diversity of life. Yet, this fundamental idea has only been tested at a limited scale, within frogs. Here, we test this idea across living organisms and within many of the largest clades (e.g., animals, plants). Specifically, we quantify how much species richness is contained in clades with high net diversification rates. We find that among the major clades of living organisms and among land plant phyla and animal phyla, &gt;80% of known species richness is contained within the few clades that are in the upper 90th percentile for diversification rates in each group. Thus, these exceptionally rapid radiations contain most of Earth's extant species diversity. Patterns were broadly similar using smaller clades (orders, families), with the majority of species generally contained within clades in the upper 75th percentile. We found similar patterns among major clades of insects and vertebrates, with clades with above-average diversification rates encompassing &gt;95% of species in each group. Overall, these results show for the first time that most of the known species richness of life is explained by rapid radiations.
DOI: 10.3535/5vf-e14-r60
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a2l-rdl-pgm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97l-3nt-5h3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dx-kxy-h5r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4e-9fj-85s
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prr-atk-jfq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vq-2kk-sy7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbh-ghz-s41
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7a1-xk0-n46
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9b-7zt-dlh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxb-wq0-992
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7r-9jc-0aa
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w54-08n-ft8
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wx5-nxx-psy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sss-gpl-8kk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkh-tck-q83
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rsh-jkx-9nj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3cf-4zq-7pk
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4nm-4sl-8qx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ny-465-xjn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sck-ken-2vj
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/656-4zv-whh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vp-66t-4br
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m30-jjh-5y7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sag-47t-f9k
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mzw-ds1-gvn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxp-abn-355
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lxt-m1d-7fc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2v2-q3t-5wx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ee3-vvr-4wn
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfm-4qv-7a8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8g-xnz-3yw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kc7-eff-kz3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/elb-w5h-hj4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lh3-e96-d2r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1n-xrj-3l9
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpb-nss-wd1
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y29-7v2-b6d
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yz4-9z5-4yq
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cne-svj-15g
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r40-5yp-1k0
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgq-8kv-a09
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6e2-34g-hns
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b71-r4w-754
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cme-mkc-7jk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dye-0dg-3tl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s94-fjg-58c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w5p-3hf-dns
title: Apaturopsis cleochares (Hewitson, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ble-raw-zpg
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cx8-cp2-1g2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkd-4wk-8zz
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3v-bft-xqa
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qzv-p8e-nr6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ph-zb0-zc2
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s22-ba9-9av
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yg2-hgw-5mc
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xb2-cfq-can
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9d4-67b-r31
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/azh-aw8-6fz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tff-yt1-449
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24l-vr8-nwh
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqa-a0g-a8y
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kd0-pk0-6ct
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c87-3rf-2am
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ly2-zw1-txs
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s11-qbv-2xx
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlj-2cg-pww
title: Papilionidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afd-asy-6ry
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9n-r5g-qja
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7n2j8c
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pancratium trianthum Herb.",
 "Continent is Africa"
 ]
}

 The dataset includes 389 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005006-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eausjj
title: Occurrence Download

description: A dataset containing 16748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Striga Lour."
 ]
}

 The dataset includes 16748 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007749-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13323341
title: 3DSES: an indoor Lidar point cloud segmentation dataset with real and pseudo-labels from a 3D model

description:     Semantic segmentation of indoor🏠 point clouds has found various applications in the creation of digital twins for robotics 🤖, navigation 🧭 and building information modeling (BIM) 🏗️. However, most existing datasets of labeled indoor point clouds have been acquired by photogrammetry 📸. In contrast, Terrestrial Laser Scanning (TLS) can acquire dense sub-centimeter point clouds and has become the standard for surveyors.

     We present ✨ 3DSES (3D Segmentation of ESGT point clouds) ✨, a new dataset of indoor dense TLS colorized point clouds covering 427 m² of an engineering school. 3DSES has a unique double annotation format: semantic labels annotated at the point level alongside a full 3D CAD model of the building. We introduce a model-to-cloud algorithm for automated labeling of indoor point clouds using an existing 3D CAD model.

    3DSES has 3 variants of various semantic and geometrical complexities.   We show that our model-to-cloud alignment can produce pseudo-labels on our point clouds with a ⚡ > 95% accuracy ⚡, allowing us to train deep models with significant time savings compared to manual labeling ⌛🚀. First baselines on 3DSES show the difficulties encountered by existing models when segmenting objects relevant to BIM, such as light and safety utilities. We show that segmentation accuracy can be improved by leveraging pseudo-labels and Lidar intensity, an information rarely considered in current datasets. Code and data is released under an open source license.

🚀 Codabench: 3dses_codabench🚀

Github: 3dses_github
DOI: 10.5281/zenodo.13323342
title: 3DSES: an indoor Lidar point cloud segmentation dataset with real and pseudo-labels from a 3D model

description:     Semantic segmentation of indoor🏠 point clouds has found various applications in the creation of digital twins for robotics 🤖, navigation 🧭 and building information modeling (BIM) 🏗️. However, most existing datasets of labeled indoor point clouds have been acquired by photogrammetry 📸. In contrast, Terrestrial Laser Scanning (TLS) can acquire dense sub-centimeter point clouds and has become the standard for surveyors.

     We present ✨ 3DSES (3D Segmentation of ESGT point clouds) ✨, a new dataset of indoor dense TLS colorized point clouds covering 427 m² of an engineering school. 3DSES has a unique double annotation format: semantic labels annotated at the point level alongside a full 3D CAD model of the building. We introduce a model-to-cloud algorithm for automated labeling of indoor point clouds using an existing 3D CAD model.

    3DSES has 3 variants of various semantic and geometrical complexities.   We show that our model-to-cloud alignment can produce pseudo-labels on our point clouds with a ⚡ > 95% accuracy ⚡, allowing us to train deep models with significant time savings compared to manual labeling ⌛🚀. First baselines on 3DSES show the difficulties encountered by existing models when segmenting objects relevant to BIM, such as light and safety utilities. We show that segmentation accuracy can be improved by leveraging pseudo-labels and Lidar intensity, an information rarely considered in current datasets. Code and data is released under an open source license.

🚀 Codabench: 3dses_codabench🚀

Github: 3dses_github
DOI: 10.15468/dl.jtyta9
title: Occurrence Download

description: A dataset containing 16748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Striga Lour."
 ]
}

 The dataset includes 16748 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007751-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7bhsj
title: Occurrence Download

description: A dataset containing 1924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.56244 42.98418,10.53904 42.98327,10.53106 42.9733,10.52616 42.95171,10.52054 42.94754,10.52906 42.93466,10.5394 42.93049,10.55119 42.92867,10.6038 42.92069,10.61432 42.93738,10.6116 42.95443,10.60489 42.98708,10.56244 42.98418))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1924 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007752-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15111196
title: Result table of article 'Exploring near-optimal-solutions of energy system models to increase energy system resilience'

description: This table shows the results of the indicator-based resilience assessment and the scenarios generated with the MGA approach in the related publication 'Exploring near-optimal-solutions of energy system models to increase energy system resilience'.
DOI: 10.5281/zenodo.15111197
title: Result table of article 'Exploring near-optimal-solutions of energy system models to increase energy system resilience'

description: This table shows the results of the indicator-based resilience assessment and the scenarios generated with the MGA approach in the related publication 'Exploring near-optimal-solutions of energy system models to increase energy system resilience'.
DOI: 10.15468/dl.r3cmts
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Czechia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Dianthus alpestris Sternb., Dianthus alpestris Sternb. ex Hoppe, Dianthus alpestris Balb., Dianthus superbus L., Dianthus superbus Eichw., Dianthus superbus Willk. ex Willk. & Lange)"
 ]
}

 The dataset includes 179 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007753-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u23jyr
title: Occurrence Download

description: A dataset containing 25115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.31.10_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25115 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007754-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7frsj
title: Occurrence Download

description: A dataset containing 16748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Striga Lour."
 ]
}

 The dataset includes 16748 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007755-250325103851331/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.28694540
title: Replication Data for：The Patent Innovation Ecosystem of China’s Ready-to-cook Foods Industry: Spatiotemporal Evolution, Technical Clustering, and Collaborative Network Analysis

description: Replication Data for：The Patent Innovation Ecosystem of China’s Ready-to-cook Foods Industry: Spatiotemporal Evolution, Technical Clustering, and Collaborative Network Analysis
DOI: 10.15468/dl.2f2en8
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Limnonectes fujianensis Ye & Fei, 1994",
 "Year 1980-2025"
 ]
}

 The dataset includes 122 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007756-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15101880
title: Dataset for the Characterisation of the Alkaline Resistance of Fibre Reinforcement Strands Produced in a Dynamic Fibre Winding Process for 3D Concrete Printing

description: This dataset contains all measurements, images, and analysis scripts that were used for the "Characterisation of the Alkaline Resistance of Fibre Reinforcement Strands Produced in a Dynamic Fibre Winding Process for 3D Concrete Printing" - Paper (https://www.fib-international.org/publications/fib-proceedings/i-fib-i-symposium-proceedings-in-christchurch-2024-,-new-zealand-b-pdf-b-detail.html), which was published and presented at the fib Symposium 2024 in New Zealand. 

Further information can be found in the ReadMe file.
DOI: 10.5281/zenodo.15101881
title: Dataset for the Characterisation of the Alkaline Resistance of Fibre Reinforcement Strands Produced in a Dynamic Fibre Winding Process for 3D Concrete Printing

description: This dataset contains all measurements, images, and analysis scripts that were used for the "Characterisation of the Alkaline Resistance of Fibre Reinforcement Strands Produced in a Dynamic Fibre Winding Process for 3D Concrete Printing" - Paper (https://www.fib-international.org/publications/fib-proceedings/i-fib-i-symposium-proceedings-in-christchurch-2024-,-new-zealand-b-pdf-b-detail.html), which was published and presented at the fib Symposium 2024 in New Zealand. 

Further information can be found in the ReadMe file.