cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15481547
title: Residential building gross floor area

description: Abstract

A better understanding of the material stock in the built environment is needed to reduce its climate and environmental impacts while also improving its circularity. We introduce a comprehensive, globally consistent method to estimate residential floor area and material stock at a fine-scale spatial resolution, using the latest publicly available datasets on key building parameters and material intensity. Applying our validation analysis for a selected number of countries and subnational regions, we found that our floor area estimations underestimated official statistics by 30–40 %. Comparing our material stocks estimations with various definitions of building typologies and results from other studies, we found some degree of variation. These results highlight the need for more strengthened and concerted efforts in filling data and research gaps in various world regions. Overall, the presented approach allows for more rapid and regionally specific assessments of the material stocks and related impacts to inform policy directions.

The dataset features



Residential building Gross Floor Area at country level


Units



area in m²


Further information

For further information, please see the publication or contact Adrian Foong (foong@bauhauserde.org).

Funding

This research was carried out within the ReBuilt project, funded by the Federal Ministry for the Environment, Climate Action, Nature Conservation and Nuclear Safety (BMUKN) on the basis of a resolution of the German Bundestag.
DOI: 10.3535/vpx-gtm-111
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5dr-gmj-2vr
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gv6-pbn-3ps
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c22-2y0-y8m
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kkf-la9-b3a
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t7j-bc5-3n5
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yev-llb-lkf
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hl8-216-668
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wa1-pr5-bf2
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x3n-7ge-3m7
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c36-z53-22d
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y2a-xlw-f0b
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1y5-b12-lcb
title: Oenanthe pimpinelloides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8pd-f4g-hrq
title: Oenanthe pimpinelloides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cta-4td-wrv
title: Oenanthe pimpinelloides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/87d-cr3-1tt
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lkv-2ns-1eq
title: Melilotus neapolitanus Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f98-pm3-rnt
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qka-tz8-pef
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w1d-592-wth
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/day-7nh-wg6
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lxs-tqy-mmb
title: Micromeria myrtifolia Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7wl-8vj-djq
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rek-gay-6k1
title: Lythrum hyssopifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ray-s9w-yv7
title: Marrubium vulgare L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wbr-fm0-eqc
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15853706
title: Dataset for: Machine Learning vs Langmuir – A Multioutput XGBoost Regressor Better Captures Soil Phosphorus Adsorption Dynamics

description: This dataset supports the study “Machine Learning vs Langmuir – A Multioutput XGBoost Regressor Better Captures Soil Phosphorus Adsorption Dynamics.”

It contains soil physicochemical data and corresponding phosphorus adsorption measurements used to compare traditional Langmuir isotherm fitting with machine learning approaches for modeling phosphorus retention in agricultural soils. The machine learning model, specifically a multi-output XGBoost regressor, was trained to predict phosphorus adsorption across multiple equilibrium concentrations simultaneously, using features such as soil texture, pH, organic matter, extractable nutrients, and cation exchange capacity.

The repository includes:



An xlsx file with 147 soil samples and corresponding measured and predicted adsorption values at Ce = 1, 2, 4, 6, and 10 mg/L

An xlsx file with 10493 soil samples used for comparing the Langmuir isotherms against the multiouput XGBoost model


These datasets are intended to facilitate reproducibility, future benchmarking, and meta-analysis on data-driven phosphorus modeling in soils.
DOI: 10.3535/arw-2g5-vx6
title: Lythrum hyssopifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pmy-mce-ddf
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nls-9bg-c6f
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rve-frb-c47
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5ca-yq5-q21
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/19c-asl-pk7
title: Marrubium vulgare L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/76t-7xc-bty
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2rh-feb-e3l
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ks5-g38-7k5
title: Lythrum hyssopifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25549/usctheses-ouc11399ku09
title: "Enchantment as a Form of Care: Joseph Campbell and the Power of Mysticism"
DOI: 10.3535/360-wvb-74w
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9tk-7j5-4hv
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ddy-ckx-zpd
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mzf-qv3-r4f
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qc6-q83-37a
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gde-0sj-5p2
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hms-amz-5rm
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a44-s46-172
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ac6-6d6-bvl
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kf2-z0f-a36
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/228-95v-vbh
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b2h-qcy-z8l
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kp5-vbq-t5s
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25549/usctheses-ouc11399ku08
title: Crystals, science fiction, and superization
DOI: 10.3535/0lf-efl-fwf
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8bt-82d-kec
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/574-byl-5hv
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/byj-jpn-8zd
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/br4-a0s-evt
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y77-6ne-7fx
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1c8-2kk-8jh
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/722-0fd-q1k
title: Muscari comosum (L.) Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jtp-157-rff
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q71-5nw-lz7
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/751-edc-c31
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/208-8w0-t4n
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q2a-ga9-f4b
title: Micromeria graeca (L.) Benth. ex Rchb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dzj-v2b-n7j
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ts4-b9t-dt8
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c90-3y0-ka7
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hcn-mhe-jpg
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.g3nxwk
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Ranunculus parnassiifolius L.)",
 "Country is Spain",
 {
 "not" : {
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
 }
 }
 ]
}

 The dataset includes 1420 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113396-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399ku0a
title: How Do K-12 Educators Feel About Teaching Climate Change and What Does That Tell Us About Their Preparedness to Do So?
DOI: 10.3535/8pa-jmr-hwe
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/snw-8vm-62v
title: Melilotus indicus (L.) All.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bk8-7t3-vy5
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r5n-gnn-c34
title: Lupinus angustifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5j1-3aw-a1p
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.mnt4d8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema anatolica A.Duran & M.Öztürk"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113395-250525065834625/datasets/export for details.
DOI: 10.3535/0n1-q8j-w7d
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yvm-g9z-0zl
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tr6-b9h-fdm
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fca-7tj-7gl
title: Lupinus angustifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pm1-h1f-ezn
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/388-2dw-0j1
title: Lupinus angustifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rfr-6bz-tmb
title: Ononis pubescens L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4bc-ymy-42v
title: Melica uniflora Retz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/msf-frp-gk8
title: Ononis pubescens L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/28e-3xy-qd9
title: Lupinus angustifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2xc-y4t-g9x
title: Lupinus angustifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ydl-xle-xmm
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l8f-3mc-tz1
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n4g-3cg-q3g
title: Ononis viscosa subsp. breviflora (DC.) Nyman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p7d-wec-6qs
title: Ononis viscosa subsp. breviflora (DC.) Nyman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zat-1n1-29n
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xxw-nqy-7mp
title: Ononis reclinata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7t7-mk7-wxd
title: Ononis reclinata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l9x-tf1-2nl
title: Melilotus officinalis (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7tk-84j-208
title: Ononis reclinata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/am1-6ke-km1
title: Malva sylvestris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c2f-vsl-w87
title: Paliurus spina-christi Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hzx-c9h-904
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xn8-t25-aml
title: Ononis reclinata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9pb-n6h-vcr
title: Paliurus spina-christi Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qxn-1jp-gxq
title: Ononis diffusa Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0x2-0t7-wbn
title: Paliurus spina-christi Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5f9-nls-d2s
title: Malva sylvestris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d08-74w-hww
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/09f-39v-zhm
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pnb-n7k-2jc
title: Ononis pusilla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1br-aq0-x3e
title: Oenanthe silaifolia M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3fj-kmp-blf
title: Oenanthe fistulosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.21227/j12q-gy85
title: "The experimental results of the proposed  and the other three position control strategies"

description: "The dataset contains step and frequency response results for the SRM-based EMA system under four position control strategies."
DOI: 10.3535/m36-cxf-rh4
title: Oenanthe fistulosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/na6-0qh-54b
title: Oenanthe fistulosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gcc-swv-rjd
title: Oenanthe fistulosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x3q-z4q-jkk
title: Melilotus neapolitanus Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34740/kaggle/dsv/12428768
title: World Weather Repository ( Daily Updating )
DOI: 10.3535/3mq-gzy-gs2
title: Lotus angustissimus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c3x-lhw-ers
title: Oenanthe fistulosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rt0-5aa-bnj
title: Melilotus neapolitanus Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sv8-p29-zrb
title: Lotus halophilus Boiss. & Spruner

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0cb-a4k-zy3
title: Melilotus neapolitanus Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/994-wx8-n61
title: Melilotus neapolitanus Ten.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ds4-4vs-grc
title: Oenanthe silaifolia M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1lv-j1m-mdm
title: Ononis reclinata L.

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