cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x9u63e
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 159 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009432-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evkrky
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009434-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7wf2z
title: Occurrence Download

description: A dataset containing 922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 922 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009435-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5ueqm
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 72 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009442-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhbt8z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009440-250914085247600/datasets/export for details.
DOI: 10.15468/dl.cewkwb
title: Occurrence Download

description: A dataset containing 5060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hiptage benghalensis"
 ]
}

 The dataset includes 5060 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009438-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whgnsu
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 153 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009441-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prfkh3
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009447-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxgx2r
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009445-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqrwue
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 620 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009446-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17139235
title: Data for "Unraveling quantum environments: Transformer-assisted learning in Lindblad dynamics"

description: This dataset contains all materials required to reproduce the results presented in the study "Unraveling quantum environments: Transformer-assisted learning in Lindblad dynamics".

Specifically, it includes:





Training data generated using QuTiP simulations of Lindblad dynamics.




Python scripts for training and predicting the Transformer-assisted models.




Code for generating all figures presented in the manuscript.



Users can use this dataset to reproduce the main results and figures of the study.
DOI: 10.5281/zenodo.17139233
title: Data for "Unraveling quantum environments: Transformer-assisted learning in Lindblad dynamics"

description: This dataset contains all materials required to reproduce the results presented in the study "Unraveling quantum environments: Transformer-assisted learning in Lindblad dynamics".

Specifically, it includes:





Training data generated using QuTiP simulations of Lindblad dynamics.




Python scripts for training and predicting the Transformer-assisted models.




Code for generating all figures presented in the manuscript.



Users can use this dataset to reproduce the main results and figures of the study.
DOI: 10.15468/dl.qaxtc5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009448-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17138479
title: Assessment of vegetation indices for estimating leaf chlorophyll content in sparse canopies
DOI: 10.5281/zenodo.17138480
title: Assessment of vegetation indices for estimating leaf chlorophyll content in sparse canopies
DOI: 10.15468/dl.nnxxjd
title: Occurrence Download

description: A dataset containing 363582 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monarch Watch"
 ]
}

 The dataset includes 363582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009444-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjddbj
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stevia scabrella"
 ]
}

 The dataset includes 71 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009450-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15501477
title: Data from: Life-cycle plasticity underlying the survival of Glandirana rugosa tadpoles in intensively managed rice fields

description: This repository contains data from: Kimura K and Sota T. Life-cycle plasticity underlying the survival of Glandirana rugosa tadpoles in intensively managed rice fields (accepted in Ecological Research).

 

Description





larval-growth-in-nature.xlsx : Size and developmental stage of Glandirana rugosa collected at five sites around Kyoto City, Japan.




call-detection.xlxs : Number of G. rugosa call detections from a custom-trained BirdNET model.




temperature-effects.xlxs : Results of Experiment 1.




water-levevl.effects.xlxs : Results of Experiment 2.




day-length-effects.xlxs : Results of Experiment 3.



Each excel spreadsheet contains the description of column variables in the second tab.
DOI: 10.5281/zenodo.15501478
title: Data from: Life-cycle plasticity underlying the survival of Glandirana rugosa tadpoles in intensively managed rice fields

description: This repository contains data from: Kimura K and Sota T. Life-cycle plasticity underlying the survival of Glandirana rugosa tadpoles in intensively managed rice fields (accepted in Ecological Research).

 

Description





larval-growth-in-nature.xlsx : Size and developmental stage of Glandirana rugosa collected at five sites around Kyoto City, Japan.




call-detection.xlxs : Number of G. rugosa call detections from a custom-trained BirdNET model.




temperature-effects.xlxs : Results of Experiment 1.




water-levevl.effects.xlxs : Results of Experiment 2.




day-length-effects.xlxs : Results of Experiment 3.



Each excel spreadsheet contains the description of column variables in the second tab.
DOI: 10.15468/dl.tfez66
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erechtites hieraciifolius",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 766 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fe9qn
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erechtites hieraciifolius",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009453-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4nsbm
title: Occurrence Download

description: A dataset containing 14161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geronticus eremita"
 ]
}

 The dataset includes 14161 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009456-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17129072
title: Data for: Characterizing spatial distribution of field-scale snowpack using unpiloted aerial system (UAS) lidar and structure-from-motion (SfM) photogrammetry (Cho et al., 2025)

description: This data repository accompanies the research article titled "Characterizing spatial distribution of field-scale snowpack using unpiloted aerial system (UAS) lidar and structure-from-motion (SfM) photogrammetry" published in Hydrology and Earth System Sciences (https://doi.org/10.5194/egusphere-2024-1530). It includes UAS lidar and SfM-derived snow-depth maps, along with topographic variables, for Thompson Farm, New Hampshire, USA.

Preferred citation: Cho, E., Verfaillie, M., Jacobs, J. M., Hunsaker, A. G., Sullivan, F. B., Palace, M., and Wagner, C.: Characterizing Spatial Structures of Field-Scale Snowpack using Unpiloted Aerial System (UAS) Lidar and Structure-from-Motion (SfM) Photogrammetry, Hydrology and Earth System Sciences, 2025.

Corresponding author: Eunsang Cho (eunsang.cho@txstate.edu)
DOI: 10.5281/zenodo.17129071
title: Data for: Characterizing spatial distribution of field-scale snowpack using unpiloted aerial system (UAS) lidar and structure-from-motion (SfM) photogrammetry (Cho et al., 2025)

description: This data repository accompanies the research article titled "Characterizing spatial distribution of field-scale snowpack using unpiloted aerial system (UAS) lidar and structure-from-motion (SfM) photogrammetry" published in Hydrology and Earth System Sciences (https://doi.org/10.5194/egusphere-2024-1530). It includes UAS lidar and SfM-derived snow-depth maps, along with topographic variables, for Thompson Farm, New Hampshire, USA.

Preferred citation: Cho, E., Verfaillie, M., Jacobs, J. M., Hunsaker, A. G., Sullivan, F. B., Palace, M., and Wagner, C.: Characterizing Spatial Structures of Field-Scale Snowpack using Unpiloted Aerial System (UAS) Lidar and Structure-from-Motion (SfM) Photogrammetry, Hydrology and Earth System Sciences, 2025.

Corresponding author: Eunsang Cho (eunsang.cho@txstate.edu)
DOI: 10.6084/m9.figshare.30073060
title: Sequence alignments and taxon labels for DNA barcoding evaluation

description: Alignments of CO1 DNA barcoding regions and taxon labels of 20 genera , used for performance evaluation of identification and out-of-distribution detection methods.
DOI: 10.6084/m9.figshare.30073060.v1
title: Sequence alignments and taxon labels for DNA barcoding evaluation

description: Alignments of CO1 DNA barcoding regions and taxon labels of 20 genera , used for performance evaluation of identification and out-of-distribution detection methods.
DOI: 10.15468/dl.tckqvx
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stevia subpubescens"
 ]
}

 The dataset includes 499 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009457-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33dhqb
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron philadelphicus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009461-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.twqqt6ii
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.mzvyx2
title: Occurrence Download

description: A dataset containing 2302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 6c147991-c3bf-453d-a778-3bea9a534804, f9b67ad0-9c9b-11d9-b9db-b8a03c50a862, 1f00d75c-f6fc-4224-a595-975e82d7689c, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, b3bf3a83-1f68-4541-a03f-330d30d567f5, ccd1ddc0-6c21-11de-8224-b8a03c50a862)",
 "TaxonKey is Thryophilus nicefori"
 ]
}

 The dataset includes 2302 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009458-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kfp-plc-knm
title: Blitum bonus-henricus (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfp-q7y-3rr
title: Persicaria minor (Huds.) Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfp-s30-hgn
title: Alopecurus geniculatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfp-z0f-0n9
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-6ym-993
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/kfq-8k4-k2p
title: Sparganium natans L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-9st-h3a
title: Alopecurus geniculatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-c77-hxh
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-d7p-q8h
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-hm8-ysc
title: Salix repens x ssp. repens var. repens × ssp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-vey-q0x
title: Carex ericetorum Pollich

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-wg9-w1k
title: Noccaea Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-5g2-0jr
title: Thalictrum alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-6re-e54
title: Salix myrsinifolia × phylicifolia x myrsinifolia ssp. myrsinifolia × phylicifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-8c5-hev
title: Hydrocharis morsus-ranae L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-bpv-z4p
title: Sparganium angustifolium Michx.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-d24-w10
title: Stellaria longifolia (Regel) Muhl. ex Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-k3f-342
title: Milium effusum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-msh-3ws
title: Salix reticulata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-mzc-5jx
title: Salix triandra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-rxh-863
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-we2-92v
title: Eleocharis uniglumis (Link) Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-wvz-t06
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-x0p-nqh
title: Equisetum hyemale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-hx9-vbe
title: Cerastium semidecandrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfq-xmv-d55
title: Sagittaria × lunata C.D.Preston & Uotila

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfr-y4b-v02
title: Matteuccia struthiopteris (L.) Tod.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-05d-hge
title: Rumex pseudonatronatus (Borbás) Borbás ex Murb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-0km-hxa
title: Carex extensa Gooden.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-300-gdv
title: Triglochin palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-6rb-a7m
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-ced-mxh
title: Persicaria foliosa (H. Lindb.) Kitag.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-evb-5y1
title: Geum rivale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-m0g-xc3
title: Cardamine pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfs-zn4-k3f
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kft-6bz-ht3
title: Atriplex patula L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kft-eqk-rjc
title: Dryopteris filix-mas (L.) Schott

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kft-paf-q9a
title: Juncus gerardi Loisel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kft-qhx-zft
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kft-wwv-x29
title: Bromus secalinus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfv-1a3-jp3
title: Poa annua L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfv-1v7-7bq
title: Salix myrsinifolia × phylicifolia x myrsinifolia ssp. myrsinifolia × phylicifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfv-6na-am9
title: Trifolium hybridum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.gt8uwm
title: Occurrence Download

description: A dataset containing 10624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Chromolaena odorata"
 ]
}

 The dataset includes 10624 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062169-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kfv-6v1-2yd
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfv-qg8-wds
title: Saxifraga aizoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kfw-0by-k35
title: Betula pubescens Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.