cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17989822
title: Data for: Effect of the Rainwater Shape Parameter in Microphysical Schemes on Radar Reflectivity Assimilation Using the Ensemble Kalman Filter

description: This dataset supports the study titled "Effect of the Rainwater Shape Parameter of Microphysics in a Reflectivity Operator for Direct Assimilation of Radar Reflectivity using Ensemble Kalman Filter". It includes the essential observational data, evaluation metrics, and analysis scripts required to reproduce the key results presented in the manuscript.

The archive contains the following components:





met_out_r3.tar.gzVerification results generated by the Model Evaluation Tools (MET) point_stat utility, comparing forecasts against surface precipitation observations.




rad_dbz_wind_bufr.tar.gzRadar reflectivity (dBZ) and radial velocity observations in BUFR format, used as input for direct assimilation in the EnKF experiments.




UPP_OUT_GRIB1.tar.gzSelected model forecast outputs (precipitation-related fields only) in GRIB1 format, post-processed via the Unified Post Processor (UPP), corresponding to different rainwater shape parameter configurations.




radar_obs.tar.gzRaw radar volume scans for the case study period (28–29 June 2023), used for cross-section visualization and assimilation validation.




regrid_rain1h.tar.gzHourly surface precipitation observations interpolated onto the model grid, serving as a reference for spatial verification.




fig_plt.tar.gzPlotting scripts (e.g., Python/NCL) used to generate figures in the paper, along with supplementary radiosonde (sounding) profiles from selected stations.







cycle_wrfout_ncks.tar.gzSelected model state variables extracted from full wrfout files using the NCO tool ncks. Includes only the fields and time steps needed for visualization (e.g., wind, temperature, hydrometeor mixing ratios), significantly reducing file size while preserving analysis utility.




single_analysis.tar.gzAnalysis fields from the single-analysis (deterministic) experiment under the same background conditions as the ensemble runs. Provides a baseline for comparing ensemble-based assimilation results.



 



⚠️ Important Note:The full model output (e.g., complete 3D/4D fields, all ensemble members, or entire simulation time series) is not included due to its large volume. However, all observational datasets necessary to reproduce the assimilation experiments and forecast evaluations reported in the paper are provided. With the described experimental setup (microphysics scheme, reflectivity operator, EnKF configuration), users should be able to replicate the core findings using this data.


Researchers requiring access to additional model output or raw ensemble members may contact the corresponding author directly(wukgdqghg@163.com).
DOI: 10.3535/hbm-1an-817
title: Prunus spinosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbm-ad0-pcr
title: Trichophorum alpinum (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17989821
title: Data for: Effect of the Rainwater Shape Parameter in Microphysical Schemes on Radar Reflectivity Assimilation Using the Ensemble Kalman Filter

description: This dataset supports the study titled "Effect of the Rainwater Shape Parameter of Microphysics in a Reflectivity Operator for Direct Assimilation of Radar Reflectivity using Ensemble Kalman Filter". It includes the essential observational data, evaluation metrics, and analysis scripts required to reproduce the key results presented in the manuscript.

The archive contains the following components:





met_out_r3.tar.gzVerification results generated by the Model Evaluation Tools (MET) point_stat utility, comparing forecasts against surface precipitation observations.




rad_dbz_wind_bufr.tar.gzRadar reflectivity (dBZ) and radial velocity observations in BUFR format, used as input for direct assimilation in the EnKF experiments.




UPP_OUT_GRIB1.tar.gzSelected model forecast outputs (precipitation-related fields only) in GRIB1 format, post-processed via the Unified Post Processor (UPP), corresponding to different rainwater shape parameter configurations.




radar_obs.tar.gzRaw radar volume scans for the case study period (28–29 June 2023), used for cross-section visualization and assimilation validation.




regrid_rain1h.tar.gzHourly surface precipitation observations interpolated onto the model grid, serving as a reference for spatial verification.




fig_plt.tar.gzPlotting scripts (e.g., Python/NCL) used to generate figures in the paper, along with supplementary radiosonde (sounding) profiles from selected stations.







cycle_wrfout_ncks.tar.gzSelected model state variables extracted from full wrfout files using the NCO tool ncks. Includes only the fields and time steps needed for visualization (e.g., wind, temperature, hydrometeor mixing ratios), significantly reducing file size while preserving analysis utility.




single_analysis.tar.gzAnalysis fields from the single-analysis (deterministic) experiment under the same background conditions as the ensemble runs. Provides a baseline for comparing ensemble-based assimilation results.



 



⚠️ Important Note:The full model output (e.g., complete 3D/4D fields, all ensemble members, or entire simulation time series) is not included due to its large volume. However, all observational datasets necessary to reproduce the assimilation experiments and forecast evaluations reported in the paper are provided. With the described experimental setup (microphysics scheme, reflectivity operator, EnKF configuration), users should be able to replicate the core findings using this data.


Researchers requiring access to additional model output or raw ensemble members may contact the corresponding author directly(wukgdqghg@163.com).
DOI: 10.3535/hbm-h79-9ts
title: Persicaria maculosa Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbm-hsx-nm2
title: Cardamine amara L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbm-rll-cg4
title: Rorippa palustris (L.) Besser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbm-t36-48h
title: Draba incana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbm-w0h-0mz
title: Isoetes echinospora Durieu

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-7vy-4ch
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-ez7-rez
title: Atriplex tatarica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-f8w-tge
title: Trifolium spadiceum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-p3k-bmt
title: Eriophorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-q13-pl8
title: Carex nigra (L.) Reichard

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-qxa-jvy
title: Barbarea vulgaris W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-trb-eq7
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbn-w7t-z10
title: Alchemilla glaucescens Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-1a4-1rf
title: Lolium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-2fc-gf8
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-4pe-tms
title: Carex heleonastes Ehrh. ex L.f.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-8hn-dry
title: Salix myrsinifolia subsp. myrsinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-dxa-2ks
title: Juncus filiformis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-f9p-9s8
title: Achnatherum calamagrostis (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-kne-zqp
title: Silene vulgaris var. littoralis (Rupr.) Jalas

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-ll2-vv6
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-n4e-wka
title: Silene latifolia subsp. alba (Mill.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-rb4-84v
title: Huperzia Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbp-x9k-w4e
title: Chelidonium majus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-2d7-56z
title: Juncus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-3xj-b08
title: Caltha palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-4jt-5zg
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-bx9-eez
title: Dianthus arenarius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-fmm-f9c
title: Geum aleppicum Jacq.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-kx7-7bg
title: Equisetum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbq-tte-n7t
title: Lolium pratense (Huds.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-17x-79t
title: Carex acutiformis Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-2js-m37
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-40w-2dm
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-452-w8m
title: Eriophorum angustifolium Honck.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-b2j-32c
title: Caltha palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-ft4-9r8
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-lcv-fq3
title: Lycopodium clavatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-n1m-1ct
title: Salix repens var. ssp. repens var. repens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.tn6bv5
title: Occurrence Download

description: A dataset containing 538838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinicola enucleator",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 538838 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062052-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hbr-pw0-djz
title: Rumex longifolius DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-rvg-5ec
title: Oxybasis rubra (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-v9v-l5h
title: Alchemilla glaucescens Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-vla-afc
title: Anemone nemorosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-zkl-7l8
title: Corydalis solida (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-1mp-y2p
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: 10.15468/dl.x22q95
title: Occurrence Download

description: A dataset containing 33832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum densiflorum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33832 records from 445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062060-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hbs-5v9-vtb
title: Lolium temulentum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-628-60v
title: Spinulum annotinum (L.) A. Haines

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-761-d8h
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbr-4aj-w7v
title: Trifolium montanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-a3d-hkf
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/hbs-h16-6je
title: Leymus arenarius (L.) Hochst.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-hw0-mxz
title: Festuca ovina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-t0x-q7x
title: Salix caprea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbs-y6x-0hy
title: Cotoneaster integerrimus Medik.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-193-7qk
title: Erysimum virgatum Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-45q-cm5
title: Atriplex glabriuscula Edmondston

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-56f-t7w
title: Potentilla argentea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-8we-5al
title: Betula pubescens x subsp. czerepanovii × subsp. pubescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-bkd-6zc
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-s5q-44c
title: Fumaria officinalis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbt-tjd-32k
title: Dactylorhiza majalis subsp. lapponica (Laest. ex Hartm.) H.Sund.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-0ha-j8x
title: Carex magellanica subsp. irrigua (Wahlenb.) Hiitonen

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-3az-zw8
title: Medicago falcata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-8wc-bqd
title: Sparganium hyperboreum Laest. ex Beurl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-aqp-a0v
title: Carex limosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-hv1-kz8
title: Equisetum fluviatile L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-nv8-1sf
title: Salix caprea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-pbx-fne
title: Eleocharis mamillata (H.Lindb.) H.Lindb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-vpb-kk9
title: Draba verna L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-z5z-mep
title: Carex diandra Schrank

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-23x-8qy
title: Matteuccia struthiopteris (L.) Tod.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbv-x40-gps
title: Diplazium sibiricum (Turcz. ex Kunze) Sa. Kurata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-3s3-53s
title: Dianthus arenarius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-8a4-xgw
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-avv-9zf
title: Persicaria lapathifolia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-beb-xp1
title: Huperzia Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-nzz-3t4
title: Dryopteris cristata (L.) A. Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-qee-7wl
title: Oreojuncus trifidus (L.) Záv. Drábk. & Kirschner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbw-sen-4m3
title: Carex leporina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-25s-58e
title: Geum rivale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-4yq-9gx
title: Noccaea Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-6l4-pjs
title: Carex canescens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-9jk-af1
title: Carex vesicaria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-d1l-k8g
title: Salix phylicifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-ebk-7hj
title: Euphorbia peplus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-qbf-vxr
title: Malaxis monophyllos (L.) Sw.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-t41-xh5
title: Eleocharis uniglumis (Link) Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbx-wx1-wg3
title: Erysimum virgatum Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-1he-qb6
title: Isoetes echinospora Durieu

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-471-7kl
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-6lx-5m5
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-75k-t35
title: Saxifraga hirculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-a8t-tpk
title: Carex diandra Schrank

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-c8q-day
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-fqf-mj7
title: Milium effusum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-g36-28m
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-gex-g54
title: Carex bohemica Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-mpd-5zg
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-rts-nda
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-se8-qsm
title: Salix myrsinifolia subsp. myrsinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-yge-5zd
title: Prunus padus x ssp. borealis × ssp. padus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hby-yze-h3b
title: Carex rupestris All.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbz-3lh-k3x
title: Salix myrsinites L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbz-8l9-t7v
title: Scleranthus annuus subsp. polycarpos (L.) Bonnier & Layens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbz-dqh-kpm
title: Chenopodium suecicum Murr

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbz-edb-y9h
title: Anthoxanthum nipponicum Honda

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hbz-fz5-wtk
title: Cerastium arvense L.

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