cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/la2-037-7k6
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9jc-ayl-a6x
title: Limonium aphroditae R. Artelari & Georgiou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1vt-fsp-5ql
title: Limonium cephalonicum R. Artelari

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wpr-0a0-q48
title: Limonium aphroditae R. Artelari & Georgiou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bjn-m1e-elt
title: Limonium cephalonicum R. Artelari

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/631-7hh-zga
title: Limonium cephalonicum R. Artelari

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ca1-5pa-ch9
title: Armeria maritima subsp. elongata (Hoffm.) Bonnier

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fcq-mwp-ct6
title: Heliophila scabrida Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5xc-cb0-gqf
title: Heliophila hurkana Al-Shehbaz & Mumm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pfp-clm-zve
title: Heliophila coronopifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a6v-4ny-g6l
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fc8-j66-9an
title: Heliophila coronopifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6nh-6wd-ydb
title: Heliophila arenaria subsp. arenaria

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ceh-syx-t5s
title: Heliophila scabrida Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r4m-bg8-rkt
title: Heliophila hurkana Al-Shehbaz & Mumm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wpp-k77-dpx
title: Limonium carpathum (Rech. fil.) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/32j-4h2-yll
title: Heliophila cornuta var. squamata (Schltr.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dcn-jeh-sca
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/len-fxv-eph
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wyl-fyz-8tz
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5df-q1e-2sl
title: Heliophila cornuta var. squamata (Schltr.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c6v-67z-lde
title: Limonium cornarianum Kypr. & R. Artelari

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mxl-hc5-m11
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2vr-c3f-at4
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/90t-lzh-dvs
title: Heliophila carnosa (Thunb.) Steud.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l9t-xb8-eps
title: Heliophila cornuta var. squamata (Schltr.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vhg-lce-6tk
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pk8-msx-fv4
title: Heliophila brachycarpa Meisn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/syy-8gc-15r
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5lt-6wh-zq6
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2vd-d70-axl
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/53g-fx2-6cf
title: Heliophila carnosa (Thunb.) Steud.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jrf-dpy-tya
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tqv-kn6-byj
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q42-r8q-7rb
title: Heliophila trifurca Burch. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mlx-xh4-raa
title: Heliophila brachycarpa Meisn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wgl-zer-l54
title: Heliophila juncea (P. J. Bergius) Druce

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4nq-71x-jqw
title: Heliophila scoparia Burch. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/962-grm-em1
title: Heliophila pusilla var. setacea (Schltr.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8e5-307-car
title: Heliophila namaquana Bolus

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zpp-318-s3l
title: Heliophila seselifolia subsp. seselifolia

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wtd-tyg-m1p
title: Heliophila scabrida Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/syt-qxr-fkg
title: Heliophila arenaria subsp. arenaria

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yk1-p7x-68s
title: Heliophila deserticola Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7sx-ksb-ckt
title: Heliophila deserticola Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sqw-34y-frh
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2a8-nqe-kj4
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4c7-6ha-rxj
title: Heliophila deserticola Schltr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6de-9rn-92v
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/038-a6j-0f0
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h7g-zz3-p3n
title: Heliophila carnosa (Thunb.) Steud.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nt7-7jd-276
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1yt-w4h-z53
title: Heliophila crithmifolia Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8kb-rxs-418
title: Heliophila crithmifolia Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9v3-lay-t7s
title: Heliophila crithmifolia Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v2a-pre-2wj
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f2n-pb8-hle
title: Heliophila africana (L.) Marais

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gn2-m7g-chq
title: Limonium sieberi (Boiss.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15851730
title: A national soil organic carbon density dataset (2010-2024) in China using ensemble modelling based pedotransfer functions

description: We present Version 9 (V9) of the China Soil Organic Carbon Stock (SOCS) Database, a national-scale dataset derived from 23,103 rigorously validated soil samples (7,852 profiles) using ensemble pedotransfer function modeling. After comprehensive quality control, 855 samples (496 profiles) were excluded due to duplicate entries and erroneous measurements. The final dataset includes standardized variables such as profile identifiers, geographic coordinates, soil properties (BD, SOC, SOCD, pH, texture), layer depths, environmental covariates (DEM, climate, land cover), and metadata (methods, sources, sampling years). This dataset supports the manuscript "A national soil organic carbon density dataset (2010–2024) in China using ensemble modelling based pedotransfer functions" (Chen et al., 2025). Users must cite both the repository (DOI: [insert]) and the publication, with technical inquiries directed to Dr. Songchao Chen (chensongchao@zju.edu.cn).

The Version 8 (V8) dataset, consisting of field observations (ensemble_model_train_data.csv) and model predictions (ensemble_model_train_predicted_data.csv), was used exclusively for training the ensemble algorithms. Unlike V9 (the finalized product), V8 serves as a developmental resource, with model code available on GitHub. The two versions are independent: V8 supports model reproducibility, while V9 provides the validated, application-ready output for end-users.
DOI: 10.3535/7vv-gy7-mrx
title: Heliophila crithmifolia Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7sr-nqf-d50
title: Heliophila maraisiana Al-Shehbaz & Mumm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pqv-v7m-p4n
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dsq-9w7-8pa
title: Limonium archeothirae Erben & Brullo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ymv-c0t-prk
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9y7-3dp-dft
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qs3-3gj-8xs
title: Limonium iranicum (Bornm.) Lincz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x9b-bmw-g59
title: Limonium cornarianum Kypr. & R. Artelari

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h69-3me-5ea
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pqf-p7f-9x3
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sy5-n0j-8th
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y5w-6vd-wbz
title: Armeria curvifolia Bertero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q9e-wr3-mhp
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y4f-1ng-3mj
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s9a-l20-hfx
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cc0-7xy-ppw
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zj3-tfg-v4l
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/352-wh7-976
title: Armeria maritima subsp. californica (Boiss.) A. E. Porsild

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t9a-mh7-1st
title: Armeria maritima subsp. californica (Boiss.) A. E. Porsild

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/610-t71-5cf
title: Armeria curvifolia Bertero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ky2-5gr-467
title: Armeria curvifolia Bertero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0p7-rql-tmz
title: Limonium ocymifolium (Poir.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qym-qvz-fgf
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rsn-zkd-xc5
title: Limonium ocymifolium (Poir.) Kuntze

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z62-89x-3xg
title: Limonium carpathum (Rech. fil.) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v73-ty4-pfm
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ja1-18v-jrt
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mme-xpq-pgj
title: Limonium frederici (Barbey) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/end-440-d4v
title: Limonium frederici (Barbey) Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tn2-3bm-9z4
title: Armeria Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/baf-tks-e3z
title: Armeria curvifolia Bertero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/szl-wx6-ej9
title: Armeria Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c49-msd-30d
title: Armeria alliacea (Cav.) Hoffmanns. & Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cpk-ta0-mwd
title: Armeria Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/34k-7mr-h1k
title: Armeria plantaginea (All.) Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jzx-g26-2gg
title: Armeria maritima subsp. sibirica (Turcz. ex Boiss.) Nyman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lyl-3k0-vqd
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/621-jlk-tzs
title: Limonium hierapetrae Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p2j-1lt-xzz
title: Armeria maritima subsp. sibirica (Turcz. ex Boiss.) Nyman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j79-ey1-cwa
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/njm-a19-enp
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5pw-tvp-ah6
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p1j-vw8-ggg
title: Limonium cythereum R. Artelari & Georgiou

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9bf-xx3-mp5
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bwf-41m-z8v
title: Limonium sitiacum Rech. fil.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lln-0hw-dt6
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5m3-n4g-p02
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a6l-z1h-n7d
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j1e-qca-sn9
title: Limonium aegaeum Erben & Brullo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25625/0rnnxc/pjdfmh
title: README.md

description: :unav
DOI: 10.3535/w4r-fvw-e7l
title: Limonium roridum (Sm.) Brullo & Guarino

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yac-s50-stn
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25625/0rnnxc/z29vkr
title: requirementsDIP.txt

description: :unav
DOI: 10.3535/58c-hnb-3px
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xz8-apb-zn1
title: Limonium aegaeum Erben & Brullo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25625/0rnnxc/4b4s6x
title: DIP.yaml

description: :unav
DOI: 10.25625/0rnnxc/rjaxtx
title: utils.zip

description: :unav
DOI: 10.3535/4gt-dn3-veh
title: Limonium lobinii N. Kilian & Leyens

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/86m-z8l-s10
title: Limonium aegaeum Erben & Brullo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25625/0rnnxc/va7an9
title: TemporalVariationalRegularization.zip

description: :unav
DOI: 10.3535/6pv-1rt-m9n
title: Armeria tingitana Boiss. & Reut.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b3v-jzn-yyj
title: Limonium sundingii Leyens, Lobin, N. Kilian & Erben

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.25625/0rnnxc
title: Code and data for: Regularization for time-dependent inverse problems: Geometry of Lebesgue-Bochner spaces and algorithms

description: Data and code that support findings of the article "Regularization for time-dependent inverse problems: Geometry of Lebesgue-Bochner spaces and algorithms" (https://arxiv.org/abs/2506.11291) Getting started You can find the required packages in 'requirementsDIP.txt' or use the conda environment 'DIP.yaml'. Tikhonov regularization in Banach spaces The codes for the dual method (Tikhonov regularization in Banach spaces) can be found in the directory ```Tikhonov```. The files '_rec_Tikhonov_dynamic/static' construct the phantoms, data and reconstructions. The files '_error_plot_Tikhonov_dynamic/static' construct the figures using the data in 'results'. Temporal variational regularization The codes for temporal variational regularization can be found in the directory 'TemporalVariationalRegularization'. As before the files starting with '_Reconstruct...' construct phantoms, data and reconstructions for the time or intensity preserving phantom or the emoji data. The files starting with '_error_plot...' produce the figures using the data in 'results'. For the emoji data, we first need to do preprocessing in matlab to start with the original data from https://fips.fi/open-datasets/x-ray-tomographic-datasets/tomographic-x-ray-data-of-a-time-dependent-emoji-phantom/ . This is done by 'DataToParallel.m'.
DOI: 10.25625/0rnnxc/j1ooyy
title: Tikhonov.zip

description: :unav
DOI: 10.3535/38g-jnn-hv2
title: Armeria simplex Pomel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/df3-et0-t6c
title: Armeria maritima (Mill.) Willd.

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