cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/fw1-aat-hh3
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wd5-ljr-7f5
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7bg-jyt-xxg
title: Medicago minima (L.) Bartal.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ex6-a8b-0va
title: Medicago minima (L.) Bartal.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/as2-6am-lp3
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jkp-m9h-pht
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ev4-ckc-zdk
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6lw-by4-ghm
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jvl-579-83g
title: Melia azedarach L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d68-56d-at4
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m12-7pm-c7g
title: Medicago littoralis Rohde ex Loisel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ah8-0ek-sk2
title: Medicago littoralis Rohde ex Loisel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pac-wcg-85v
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y3l-p8p-6jy
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e3m-257-vm6
title: Medicago littoralis Rohde ex Loisel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/km5-w4x-ecs
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c80-qqk-ejd
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vmb-sm5-dn9
title: Medicago littoralis Rohde ex Loisel.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/at9-dld-63s
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nnt-zm2-fdf
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ks5-d9r-0dh
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h8p-zv3-56a
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r9c-wms-z8w
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/exj-bjb-elt
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s7k-q42-4c4
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2et-8gr-r4m
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mq7-xvp-vsy
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bkt-65z-vm1
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1nl-89k-7ap
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7cj-ytk-16d
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/63g-las-shg
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wxj-ryh-8vq
title: Ononis spinosa subsp. antiquorum (L.) Arcang.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1vw-9cc-dvh
title: Lotus ornithopodioides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xvj-212-9v2
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tnh-lg1-6db
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5dm-dga-yay
title: Pallenis spinosa subsp. spinosa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5y3-5k3-ccb
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15849775
title: Data for Hack-A-Thon
DOI: 10.5281/zenodo.15853716
title: Data for Hack-A-Thon
DOI: 10.3535/72n-z87-mja
title: Lotus gebelia Vent.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qnx-h96-8vv
title: Medicago minima (L.) Bartal.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.57760/sciencedb.j00217.08640
title: The Effects of High-salt-diet on Humoral Immunity are Mediated through the secretion of IL-2
title: 高盐饮食依赖IL-2的分泌影响体液免疫

description: Objective Based on previous studies how high salt diet affects cellular immunity,, this study explored how high salt diet affects humoral immunity and its possible molecular mechanisms of action..Methods KLH/CFA mice were randomly divided into a control group and a high salt diet group. The effects of high salt diet on the activity, proliferation, function, and differentiation of T and B cells were examined by flow cytometry; In addition, splenic T and B cells isolated mice were cultured, activated, and induced for the generation of activated B cells under iTreg and LPS stimulation. We further analyzed their mechanism of action under high salt diet.Results ① A high salt diet significantly promoted the Tfh amplification and humoral immunity. ② High salt diet significantly enhanced IL-2 production and cell proliferation in CD4+ T cells. ③ High salt diet markedly increased the plasma cell differentiation and facilitated IL-2 secretion in vitro. To our knowledge, it is first time that a high salt diet regulates humoral immunity by modulating Tfh expression and affecting IL-2. This helps provide new insights into the prognosis and dietary guidance for clinical treatment and humoral immune related diseases.
description: Objective Based on previous studies how high salt diet affects cellular immunity,, this study explored how high salt diet affects humoral immunity and its possible molecular mechanisms of action..Methods KLH/CFA mice were randomly divided into a control group and a high salt diet group. The effects of high salt diet on the activity, proliferation, function, and differentiation of T and B cells were examined by flow cytometry; In addition, splenic T and B cells isolated mice were cultured, activated, and induced for the generation of activated B cells under iTreg and LPS stimulation. We further analyzed their mechanism of action under high salt diet.Results ① A high salt diet significantly promoted the Tfh amplification and humoral immunity. ② High salt diet significantly enhanced IL-2 production and cell proliferation in CD4+ T cells. ③ High salt diet markedly increased the plasma cell differentiation and facilitated IL-2 secretion in vitro. To our knowledge, it is first time that a high salt diet regulates humoral immunity by modulating Tfh expression and affecting IL-2. This helps provide new insights into the prognosis and dietary guidance for clinical treatment and humoral immune related diseases.
DOI: 10.3535/e4g-bax-brv
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ek3-lz4-hzs
title: Ornithopus compressus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sj9-kqj-n5m
title: Lomelosia brachiata (Sm.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/an3-0by-26v
title: Lotus corniculatus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4bl-rfx-6ky
title: Ornithopus compressus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m7z-m43-p7f
title: Lotus corniculatus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1bx-8lg-4zf
title: Lotus corniculatus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7b0-tf3-pp7
title: Ornithopus compressus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8rk-ylf-w3e
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pdd-c8a-krz
title: Lotus corniculatus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2f1-tj0-p4r
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/np3-r0q-znf
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/phk-vkj-apw
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6kp-k7x-880
title: Ornithopus compressus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h4r-jcc-c3a
title: Lotus corniculatus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/961-qym-hmm
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6km-4p3-dvq
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c01-ypb-hgb
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6qx-9h2-kkq
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dmg-mle-b9b
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9wt-540-grz
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ele-b45-vz6
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ljn-16m-m9r
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qbf-z0x-kr8
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zjn-b9h-6eq
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g6k-5se-x3h
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rt5-b3b-xxx
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2ah-s46-043
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/axy-d81-ats
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6b7-4xm-dp1
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c6a-nb7-ca7
title: Onobrychis aequidentata (Sm.) d'Urv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jfw-kwa-xhw
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2x9-k2r-v48
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jt6-h7k-6cn
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jbr-1rp-fh7
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6fz-zsb-4wh
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e1p-a9c-sx3
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8xm-yda-en6
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f9d-bam-c6y
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gs5-qlx-00d
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y2y-3k1-wsg
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aqh-rqm-dg5
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vmz-r8t-lsc
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0mq-3m3-gsq
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/40j-zv5-2bx
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/65t-kym-w2a
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7as-may-79f
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t4d-mms-40h
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/89k-xpz-zkk
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kkb-634-e11
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1xq-sse-f63
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4q5-ggm-pmp
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7r2-pnt-zs5
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m5s-qs7-k55
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/68m-fsj-hwb
title: Orlaya daucorlaya Murb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6yv-b50-vvy
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3eg-h1z-lqw
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4hh-x5j-b44
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xy6-bkl-0wp
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3k3-3ye-8ct
title: Medicago praecox DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1v5-a47-jwv
title: Orlaya grandiflora (L.) Hoffm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/372-ctl-738
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/19k-cqb-l2x
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dtw-dsx-6rf
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/efw-8y0-a9j
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/md1-njx-t4t
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.abnc7w
title: Occurrence Download

description: A dataset containing 1677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis heracleifolia DC."
 ]
}

 The dataset includes 1677 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113394-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2k7-m0d-mrf
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y7h-b0l-6e6
title: Orlaya daucorlaya Murb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5az-cwj-ndb
title: Melica ciliata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/011-3an-4h9
title: Onobrychis caput-galli (L.) Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ed4-cr2-k8j
title: Leiotulus aureus (Sm.) Pimenov & Ostr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.13863258
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.