cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14547874
title: Data for "Inferring protein folding mechanisms from natural sequence diversity"

description: Description

This repository contains the data associated with the article:"Inferring protein folding mechanisms from natural sequence diversity"Authors: Ezequiel A. Galpern, Ernesto A. Roman, Diego U. FerreiroDOI:  10.1016/j.bpj.2025.06.034 

The dataset includes:



Multiple Sequence Alignments (MSAs): Provided as .fasta files for 15 protein families.

Potts Models: Saved as Python dictionaries in .npz format, which include:



h: Local fields of the Potts model.

J: Couplings of the Potts model.




This dataset is designed to support reproducibility and further exploration of the findings presented in the article.

Data Structure



/simplified_rbm_and_msa/: Contains a folder for each of the 15 protein families. Each folder includes:



A .fasta file for the multiple sequence alignment (MSA) of the protein family.

A  .npz file containing the Potts model, with local fields (h) and couplings (J), saved in NumPy format.




File Format Details

MSA Files



Format: .fasta

Example Usage: Load using any standard MSA tool or Python libraries such as Biopython.


Potts Model Files



Format: .npz (NumPy compressed archive)

Contents:



h: Local fields, accessible as potts['h'].

J: Couplings, accessible as potts['J'].



Example Usage:





 


import numpy as np

potts = np.load("potts_file.npz")

h = potts['h']  # Local fields


J = potts['J']  # Couplings





Usage Instructions

To use this dataset, refer to the corresponding GitHub repository, which includes:



Codebase: All scripts required to process and analyze the data.

Demonstration Notebook: A ready-to-run Jupyter Notebook for Google Colab.


GitHub Repository

Access the repository here: github.com/eagalpern/folding-ising-globular

Citing This Dataset

If you use this dataset, please cite:

Galpern, E. A., Roman, E. A., & Ferreiro, D. U. (2025). "Inferring protein folding mechanisms from natural sequence diversity". Biophysical Journal . DOI: 10.1016/j.bpj.2025.06.034 .
DOI: 10.3535/8ej-a8p-ls8
title: Evolvulus alsinoides (L.) L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pht-pf4-jnb
title: Jacquemontia nodiflora (Desr.) G. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6h0-d87-f31
title: Lepidaploa remotiflora (Rich.) H. Rob.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4vy-8qb-fn3
title: Senna pallida var. pallida

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tly-7hv-8eh
title: Zapoteca portoricensis subsp. portoricensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k2z-mw1-jfm
title: Ipomoea meyeri (Spreng.) G. Don

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pgf-rad-e2n
title: Peltostigma pteleoides (Hook.) Walp.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b2y-xxl-23r
title: Ipomoea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bze-xlg-ewg
title: Ipomoea setosa Ker Gawl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/441-art-wlg
title: Quercus sapotifolia Liebm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fw5-6dw-fp8
title: Quercus corrugata Hook.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q0q-pge-x0k
title: Sapium macrocarpum Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ypg-ylm-p33
title: Quercus segoviensis Liebm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wel-nba-kfg
title: Sapium macrocarpum Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xhh-xqa-n8d
title: Stillingia zelayensis (Kunth) Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fjj-x8z-y5w
title: Stillingia zelayensis (Kunth) Müll.Arg.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j1h-cr1-w1f
title: Quercus elliptica Née

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r5l-jh7-30r
title: Casearia arguta Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pvx-wrk-mza
title: Prockia crucis P. Browne ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zjc-nw7-s73
title: Casearia corymbosa Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ez4-0mq-d0h
title: Prockia crucis P. Browne ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mj3-h2s-lvr
title: Prockia crucis P. Browne ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9hn-m7r-cea
title: Casearia sylvestris Sw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2ep-szl-q4w
title: Casearia sylvestris Sw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/etm-7m2-kw6
title: Casearia sylvestris Sw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bth-q2v-wer
title: Xylosma J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/slw-c3q-394
title: Xylosma flexuosa (Kunth) Hemsl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xvr-ewr-q87
title: Carex polystachya Sw. ex Wahlenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fa0-3zw-668
title: Cyperus amabilis Vahl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r15-gbs-zaa
title: Cyperus hermaphroditus (Jacq.) Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3bn-xdw-pek
title: Achimenes longiflora DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t4h-f8x-3ee
title: Asparagus officinalis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4ac-t4y-8hd
title: Cyperus hermaphroditus (Jacq.) Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y5z-wa3-v51
title: Aglaonema commutatum Schott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yrj-q9k-jck
title: Thelypteris Schmidel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6ss-hj6-78l
title: Cyperus hermaphroditus (Jacq.) Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fc4-y5f-nn3
title: Cyperus hermaphroditus (Jacq.) Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dlq-pla-2ca
title: Seemannia sylvatica (Kunth) Hanst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/25b-x4l-lse
title: Croton repens Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2m5-qxq-r7y
title: Hydrilla verticillata (L.f.) Royle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d4f-tkb-xt2
title: Cyperus rotundus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/te6-e1b-575
title: Cyperus rotundus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kc4-873-pr5
title: Lycianthes heteroclita (Sendtn.) Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n44-1h8-eqb
title: Crateva tapia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gnk-8wp-wq5
title: Cyperus megalanthus (Kük.) G.C.Tucker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n3r-mvz-jmy
title: Lycianthes heteroclita (Sendtn.) Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ydx-tjv-q77
title: Cyperus hermaphroditus (Jacq.) Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6xv-bkh-ppy
title: Lycianthes heteroclita (Sendtn.) Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v4r-bnm-1mf
title: Arivela viscosa (L.) Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7qj-0d5-66a
title: Lycianthes heteroclita (Sendtn.) Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xrg-edc-vel
title: Myriophyllum aquaticum (Vell.) Verdc.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.cghuak
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litopenaeus schmitti"
 ]
}

 The dataset includes 181 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000568-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dms-562-dt4
title: Croton xalapensis Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k9f-79p-s1a
title: Costus comosus var. bakeri (K.Schum.) Maas

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/573-9ke-61w
title: Tarenaya spinosa (Jacq.) Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6ce-yjw-nyd
title: Croton xalapensis Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8f4-rtz-nbq
title: Theobroma cacao L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4q0-995-67a
title: Vandenboschia radicans (Sw.) Copel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/82e-8jf-lwh
title: Theobroma cacao L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/625-wh5-8gp
title: Passiflora bicornis Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cyp-r6y-hw0
title: Vandenboschia radicans (Sw.) Copel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hza-286-l10
title: Tectaria heracleifolia (Willd.) Underw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nsf-8tc-3l1
title: Marsilea ancylopoda A. Braun

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mtz-h7a-6zh
title: Cyperus tenerrimus J.Presl & C.Presl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/28f-ex1-sex
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dl5-wkk-fmy
title: Sambucus canadensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j6m-66a-qbq
title: Cyperus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vqq-sd8-1dt
title: Cyperus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1al-9mp-xs4
title: Polyphlebium capillaceum (L.) Ebihara & Dubuisson

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d82-yd8-7ad
title: Eleocharis filiculmis Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bgj-43a-avk
title: Eleocharis filiculmis Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n1r-xn8-wg5
title: Eleocharis elegans (Kunth) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t0e-ew2-f0q
title: Xanthosoma mexicanum Liebm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eb4-8kl-7g2
title: Paullinia pinnata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g20-7zj-txt
title: Fimbristylis littoralis Gaudich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g3c-p8r-jjv
title: Tillandsia makoyana Baker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q2k-gt0-7xa
title: Ardisia paschalis Donn. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w42-wj6-bpj
title: Morella cerifera (L.) Small

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d22-w2x-09w
title: Cyperus tenuis Sw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dhy-qzr-ql3
title: Morella cerifera (L.) Small

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0hs-z3p-j6a
title: Cupania guatemalensis (Turcz.) Radlk.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pvl-qp8-5p3
title: Salvinia minima Baker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4st-8hb-tqk
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kbh-97m-h3a
title: Dioscorea composita Hemsl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3jy-1bh-qzx
title: Scleria setulosociliata Boeckeler

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/957-ecm-s7h
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7n6-7vp-cn2
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/010-90n-w2y
title: Carex polystachya Sw. ex Wahlenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gp7-ky7-y24
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m4q-0ge-49q
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m5s-nvh-j4m
title: Tillandsia festucoides Brongn. ex Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jb3-4kv-t15
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lwh-ppd-l9z
title: Cyperaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xfs-ly3-7ct
title: Anthurium subcordatum subsp. subcordatum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e1w-p8w-03x
title: Hydrilla Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/acl-680-4kz
title: Tillandsia ionantha Planch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/npg-f92-979
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.9h49hx
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-40.21526 -20.24337,-40.20136 -20.22908,-40.20612 -20.22282,-40.22402 -20.21317,-40.23544 -20.21425,-40.23449 -20.22389,-40.22782 -20.23336,-40.21526 -20.24337))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 270 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/08t-j3f-cvj
title: Heliconia latispatha Benth.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5ne-2bc-mph
title: Buddleja americana L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ffa-5p5-dgt
title: Helosis cayennensis var. mexicana (Liebm.) B. Hansen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q16-97s-mks
title: Bursera schlechtendalii Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ks8-pzs-ne4
title: Faramea Aubl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tlt-xsd-n3m
title: Passiflora edulis Sims

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zd9-bkb-e4z
title: Quercus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7mk-fsv-52r
title: Helosis cayennensis (Sw.) Spreng.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jkp-78z-tqf
title: Passiflora edulis Sims

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/58l-t8r-5kh
title: Schwackaea cupheoides (Benth.) Cogn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rxh-3v5-g3p
title: Anthurium subcordatum subsp. subcordatum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fqt-x3q-66n
title: Anthurium subcordatum subsp. subcordatum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jby-ccm-p93
title: Quadrella indica (L.) Iltis & Cornejo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/geg-y8q-ykw
title: Capparidastrum mollicellum (Standl.) Cornejo & Iltis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pds-qm6-wf9
title: Anthurium subcordatum subsp. subcordatum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fk4-swg-1x1
title: Lobelia laxiflora Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/54t-m0f-zpc
title: Lobelia laxiflora Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yqv-kdj-llf
title: Philodendron hederaceum (Jacq.) Schott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ms8-7k5-0ks
title: Randia armata (Sw.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nbt-89r-reb
title: Tarenaya spinosa (Jacq.) Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/azl-twz-k35
title: Tarenaya spinosa (Jacq.) Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/knw-pq3-nhh
title: Fosterella micrantha (Lindl.) L.B.Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ae5-2vv-kvt
title: Eleocharis filiculmis Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1qm-gy9-a1m
title: Monochaetum glanduliferum Triana

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p5n-bmn-1mc
title: Ardisia compressa Kunth

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r2s-j6a-t93
title: Randia chiapensis Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.