cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/jcf-t3b-20j
title: Potentilla chamissonis Hultén

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-1md-ynw
title: Barbarea stricta Andrz.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-kbm-1rc
title: Chenopodium album var. missouriense (Aellen) Bassett & Crompton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-kts-erd
title: Rhynchospora fusca (L.) W.T.Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-p8h-jrv
title: Asplenium trichomanes subsp. trichomanes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-rha-st6
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-yq4-fh5
title: Stellaria humifusa Rottb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-zrg-zh4
title: Chrysosplenium alternifolium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-35c-a48
title: Alopecurus geniculatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-3tl-djp
title: Eriophorum scheuchzeri Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-4t9-58q
title: Cerastium glomeratum Thuill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-6nv-24n
title: Blitum bonus-henricus (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-4xj-lpd
title: Carex diandra Schrank

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcg-gzw-z6n
title: Alopecurus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-9w3-8fe
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-glx-hvl
title: Elymus caninus (L.) L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-ljn-gtz
title: Polypodium vulgare L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-s56-0my
title: Lathyrus linifolius (Reichard) Bässler

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-snx-g57
title: Lotus corniculatus subsp. corniculatus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jch-wpx-4kq
title: Stellaria media (L.) Vill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-5s7-7qy
title: Carex rhynchophysa Fisch., C.A.Mey. & Avé-Lall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-86q-470
title: Persicaria lapathifolia subsp. lapathifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-fdt-h3k
title: Allium oleraceum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-l8q-l9y
title: Sparganium gramineum Georgi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-pwd-zbd
title: Melilotus albus Medik.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcj-rjn-akh
title: Erodium cicutarium (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-0ma-x2g
title: Agrostis mertensii Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-1k4-srp
title: Chrysosplenium alternifolium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-5ak-qlb
title: Eleocharis acicularis (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-6ew-lpl
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-edn-87k
title: Eriophorum angustifolium Honck.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-f6j-4sk
title: Cerastium fontanum subsp. fontanum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-nar-3gs
title: Allium scorodoprasum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-nja-t4x
title: Alopecurus arundinaceus Poir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-qsr-gjx
title: Lathyrus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jck-w94-w9g
title: Arabis alpina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-5bl-y30
title: Agrimonia pilosa Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-cq3-kz0
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-cyg-rwa
title: Erodium cicutarium (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-dw2-kdw
title: Allium schoenoprasum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-ept-j7m
title: Trigonella L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-csv-wxw
title: Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-jft-dae
title: Caltha palustris var. radicans (T. F. Forst.) Beck

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-whf-3wg
title: Euphorbia helioscopia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-xr5-d15
title: Salix repens var. ssp. repens var. repens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcl-xzy-akh
title: Trifolium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-1pl-zkn
title: Triglochin maritima L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-1z6-4c6
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-53q-cf4
title: Carex laxa Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-5dc-zz9
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-akg-q14
title: Maianthemum bifolium (L.) F.W.Schmidt

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-dvd-l51
title: Cardamine amara L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-kv7-1v0
title: Hammarbya paludosa (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-qbf-pf8
title: Isoetes echinospora Durieu

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-w1d-9la
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcm-4s5-syw
title: Trifolium medium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-1ef-s4r
title: Carex spicata Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-2kf-s0s
title: Rumex hydrolapathum (Scop.) Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-52j-e2b
title: Vicia sylvatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-8pq-2cf
title: Lotus corniculatus subsp. corniculatus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-amf-s4d
title: Isoetes lacustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcn-h68-d02
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-bmf-9wc
title: Calamagrostis lapponica (Wahlenb.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-n8s-f0k
title: Equisetum fluviatile L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-rm7-139
title: Berteroa incana (L.) DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-vxa-p7h
title: Beta vulgaris var. ssp. vulgaris var. altissima

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-xdd-fg4
title: Stuckenia filiformis (Pers.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-zfn-h9p
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcp-zt9-1y9
title: Carex atherodes Spreng.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-3d3-005
title: Trifolium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-4zq-nph
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-e5m-qvg
title: Ranunculus acris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-f44-jx8
title: Juncus castaneus Sm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-f4b-w8y
title: Polypodium vulgare L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-fvd-0qf
title: Poa palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-glf-j3e
title: Alopecurus geniculatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-jyl-3dg
title: Geum urbanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-k1z-vs4
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jcq-t59-mj2
title: Trifolium medium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.5hpr59
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.18_1",
 "TaxonKey is Pelophylax Fitzinger, 1843"
 ]
}

 The dataset includes 120 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048775-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s58szx
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Burkina Faso",
 "TaxonKey is Anopheles arabiensis Patton, 1905"
 ]
}

 The dataset includes 175 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048777-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15673826
title: DR AERRI
DOI: 10.5281/zenodo.15673827
title: DR AERRI
DOI: 10.34740/kaggle/dsv/12182797
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15657393
title: Stiffness_computation

description: # Stiffness_computation

All the material for the stiffness computation and the figures.


The solution was written using Spyder, so mind the cells delimitation if you want to use it.

To install the requirement, use the following command in bash:

    pip install -r requirements.txt

Please unzip the data and CSV folder beforehand.

- Main.py contains a short sample for stiffness and force computation

- Figures.py contains code to redo all the figures

- Functions.py contains all functions that could be useful and explanations
DOI: 10.5281/zenodo.15657394
title: Stiffness_computation

description: # Stiffness_computation

All the material for the stiffness computation and the figures.


The solution was written using Spyder, so mind the cells delimitation if you want to use it.

To install the requirement, use the following command in bash:

    pip install -r requirements.txt

Please unzip the data and CSV folder beforehand.

- Main.py contains a short sample for stiffness and force computation

- Figures.py contains code to redo all the figures

- Functions.py contains all functions that could be useful and explanations
DOI: 10.5281/zenodo.15673874
title: GUGULU
DOI: 10.5281/zenodo.15673875
title: GUGULU
DOI: 10.15468/dl.4ycgez
title: Occurrence Download

description: A dataset containing 139014 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-57.55 -62.455, -59.25 -62.455, -59.25 -61.8, -57.55 -61.8, -57.55 -62.455))"
 ]
}

 The dataset includes 139014 records from 340 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048756-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15673789
title: Panamanian Central Caribbean Archaeological Ceramic Database

description: Contains information on  ca. 25k ceramic fragments from the archaeological region of the Panamanian Central Caribbean.
DOI: 10.5281/zenodo.15673790
title: Panamanian Central Caribbean Archaeological Ceramic Database

description: Contains information on  ca. 25k ceramic fragments from the archaeological region of the Panamanian Central Caribbean.
DOI: 10.5281/zenodo.15673183
title: KUKAHPÁN-25 model: Central America Seismic Hazard Maps

description: The KUK-AHPÁN Project updated the seismic hazard maps for Central America, generating maps that integrate new seismic and geological information from the region. The development of the KUKAHPÁN-25 model included important updates in comparison to previous studies. A new database was compiled, homogenized, and consolidated, containing the regional earthquake catalog for Central America from 1520 – 2020, using national data provided by local agencies from the countries involved. The seismic zoning proposed by Alvarado et al. (2017) was also implemented, more accurately defining the depth and dip angle of the subduction zone, as well as the shapes of the upper plate seismic zones in the region based on observed seismic data. Furthermore, region-specific scaling relationships for Central America were employed. The latter were developed from a database comprising 64 earthquakes with rupture parameter information for the region. Finally, ground motion models (GMMs) calibrated for the region were used. These were based on local data collected in El Salvador and Costa Rica.Cite the following articles if using information from the KUKAHPÁN-25 model:https://doi.org/10.1016/j.jsames.2025.105630https://doi.org/10.3390/geosciences15010004

For more information on the results of the KUK-AHPÁN project, please visit the following page: https://blogs.upm.es/proyectokukahpan/
DOI: 10.5281/zenodo.15673184
title: KUKAHPÁN-25 model: Central America Seismic Hazard Maps

description: The KUK-AHPÁN Project updated the seismic hazard maps for Central America, generating maps that integrate new seismic and geological information from the region. The development of the KUKAHPÁN-25 model included important updates in comparison to previous studies. A new database was compiled, homogenized, and consolidated, containing the regional earthquake catalog for Central America from 1520 – 2020, using national data provided by local agencies from the countries involved. The seismic zoning proposed by Alvarado et al. (2017) was also implemented, more accurately defining the depth and dip angle of the subduction zone, as well as the shapes of the upper plate seismic zones in the region based on observed seismic data. Furthermore, region-specific scaling relationships for Central America were employed. The latter were developed from a database comprising 64 earthquakes with rupture parameter information for the region. Finally, ground motion models (GMMs) calibrated for the region were used. These were based on local data collected in El Salvador and Costa Rica.Cite the following articles if using information from the KUKAHPÁN-25 model:https://doi.org/10.1016/j.jsames.2025.105630https://doi.org/10.3390/geosciences15010004

For more information on the results of the KUK-AHPÁN project, please visit the following page: https://blogs.upm.es/proyectokukahpan/
DOI: 10.7910/dvn/wiozm6
title: Production Performance Survey (PPM) of the North West Region of Bangladesh (Rajshahi and Rangpur)

description: Production performance survey is an annual performance survey that measures progress on productivity, profitability, income, market access, and the effects of extension services accessibility to quality inputs (seed, feed, and credit). In 2019–20 aquaculture season, the project conducted a production performance survey of over 1,663 fish farming HHs, including control and both direct and indirect participants from the project area. The performance survey for 2021–2022, the project surveyed over 2.202 HHs.
DOI: 10.15468/dl.56hk74
title: Occurrence Download

description: A dataset containing 8211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euglesa personata (Malm, 1855)"
 ]
}

 The dataset includes 8211 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048780-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15535553
title: Rapamycin, not metformin, mirrors dietary restriction-driven lifespan extension in vertebrates: a meta-analysis

description: Data and code from the manuscript "Rapamycin, not metformin, mirrors dietary restriction-driven lifespan extension in vertebrates: a meta-analysis"

 

To run - simply use the Analysis_Script.R. Place all the .R files in a Code folder.

 

Daat description in the README folder.
DOI: 10.5281/zenodo.15673918
title: Rapamycin, not metformin, mirrors dietary restriction-driven lifespan extension in vertebrates: a meta-analysis

description: Data and code from the manuscript "Rapamycin, not metformin, mirrors dietary restriction-driven lifespan extension in vertebrates: a meta-analysis"

 

To run - simply use the Analysis_Script.R. Place all the .R files in a Code folder.

 

Daat description in the README folder.
DOI: 10.5281/zenodo.12671532
title: Ukrainian migrants in Lodz
DOI: 10.5281/zenodo.12671533
title: Ukrainian migrants in Lodz
DOI: 10.15468/dl.z5v2au
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "TaxonKey is Linnaea borealis L."
 ]
}

 The dataset includes 116 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048781-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e94d8
title: Occurrence Download

description: A dataset containing 334636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neottia cordata (L.) Rich., Lupinus polyphyllus Lindl.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 334636 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048779-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57780/eca-b76e8ba
title: EarthCARE BBR MSI RAD Level 2B

description: EarthCARE BBR MSI RAD Level 2B baseline AC
DOI: 10.15468/dl.3z7zbq
title: Occurrence Download

description: A dataset containing 759423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "LifeStage is Imago",
 "OccurrenceStatus is Present",
 "PublishedByGbifRegion is Europe and Central Asia",
 "Sex is one of (Male, Female)",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 759423 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048778-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/w0such
title: Consumption and Nutrition Survey in the North West Region of Bangladesh (Rajshahi and Rangpur)

description: Consumption and Nutrition survey is designed to report annual progress of outcome indicators on fish consumption, dietary diversity, household food insecurity access scale, and knowledge, attitude, and practices of fish and fish-based products. A household consumption and nutrition survey was conducted over 2,669 fish farming and non-fish farming HHs in 2019–20 and for the survey of 2021-2022, the project surveyed over 3,301 HHs.
description: Type: Dataset; Sub-type(s): Other (survey data)