cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kcrnj6z4rm.1
title: A Novel Dataset for Multiclass Detection and Classification of Darknet Traffic (SafeSurf Darknet 2025)

description: Dataset Description: Multi-layer Darknet Traffic Behavioral Dataset
This dataset provides labeled network traffic captures across multiple anonymizing technologies and VPNs, organized by behavioral context rather than merely by protocol or port. It is designed for research in darknet behavior classification, encrypted traffic analysis, and cybersecurity anomaly detection.

Labeling and Data Collection Process
All traffic sessions were manually labeled based on their known behavioral context during generation. For example, a capture session involving YouTube over Tor was explicitly labeled as video streaming. No automated or heuristic-based labeling methods were employed; instead, behavior isolation was ensured through controlled setups and traffic timing. This meticulous manual labeling ensures high-confidence ground-truth annotations.

The dataset spans five privacy-preserving technologies:

Tor

Freenet

I2P

ZeroNet

VPN

Within these environments, nine behavioral classes were captured:

Browsing

Email

Chatting

Voice over IP (VoIP)

File Transfer (FTP)

Audio Streaming

Video Streaming

Peer-to-Peer (P2P) Sharing

Normal (non-darknet traffic)

Dataset Structure
The dataset is organized across three hierarchical labeling layers:

Layer 1 (Binary Labeling):

Normal: 360,358 samples

Darknet: 91,404 samples

Layer 2 (Technology-Specific Classification):

Freenet: 26,284

ZeroNet: 25,499

I2P: 22,958

Tor: 12,546

VPN: 4,117

Layer 3 (Behavioral Labeling):

Browsing: 33,586

FTP: 20,214

Video: 9,559

P2P: 9,392

Email: 7,873

Audio: 5,953

Chat: 3,489

VOIP: 1,338

Note: Not all behaviors were captured across all technologies due to availability limitations. For instance, VOIP traffic was not recorded in Freenet or Zeronet environments.

Format and Features
The dataset is provided in CSV format, where each row corresponds to a single network flow. Each flow is labeled with its corresponding behavioral class. Features include:

Timestamp

Flow duration

Packet count

Byte count

Inter-arrival time metrics

TCP/UDP header statistics

Directional flow indicators

This rich feature set allows for a variety of research tasks, including but not limited to

Encrypted traffic classification

Behavioral profiling of darknet activity

Multi-class machine learning modeling

Intrusion and anomaly detection systems (IDS/ADS)

Use Cases
This dataset is particularly useful for:

Building behavior-based intrusion detection systems

Evaluating classifiers under intra-class and inter-technology variations

Understanding how the same behavior (e.g., video streaming) manifests differently over various privacy-enhancing technologies

Developing real-time detection systems for anonymized or encrypted traffic

Citation and Licensing
Please cite this dataset appropriately in any research work, and refer to the included license terms for usage and redistribution.
DOI: 10.3535/j0c-nnr-lyl
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wvf-v8b-5ny
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4gv-vgz-an4
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tjg-pwr-0pq
title: Anthyllis vulneraria subsp. bulgarica (Sagorski) Cullen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8t2-jcs-8ba
title: Anthyllis vulneraria subsp. bulgarica (Sagorski) Cullen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c5v-71z-k6s
title: Biserrula pelecinus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cn1-yhp-qq5
title: Anthyllis vulneraria subsp. bulgarica (Sagorski) Cullen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dnx-d6z-hqx
title: Bituminaria bituminosa (L.) C.H.Stirt.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vea-ch1-a6l
title: Bituminaria bituminosa (L.) C.H.Stirt.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/se1-m7a-wd5
title: Cota coelopoda (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wyx-9qx-ze6
title: Bituminaria bituminosa (L.) C.H.Stirt.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4fl-yg8-vlx
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t56-l4e-tyl
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wgt-mw0-bll
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/emx-mkh-5g5
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m0m-avs-5nf
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j7z-4r7-rt1
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tc2-19t-ryq
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rfn-t4m-e54
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xcg-e2y-ypg
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y6v-ma3-ws5
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d5p-qpf-rtr
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y3c-pvm-6nk
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g7h-k8h-8zd
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gl0-4tq-z1e
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g4q-fk3-fbg
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2y4-a03-s4b
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ccb-f9f-rae
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1kh-nsx-sht
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y2h-4y9-avk
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b7r-cn7-2gq
title: Cota coelopoda (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gtb-g6b-jf1
title: Anthemis auriculata Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ty-5pz-k5r
title: Cota coelopoda (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6hh-ft3-53p
title: Cota coelopoda (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eza-zla-0lq
title: Anthemis orientalis (L.) Degen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hpl-0ms-vtb
title: Anthemis orientalis (L.) Degen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mdv-q2g-dcx
title: Anthemis auriculata Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1nx-x85-00y
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zjy-2n7-2te
title: Anthemis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fxy-j30-8np
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pfz-z35-bhb
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hc2-c53-vfa
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wch-sjg-v8j
title: Aethionema saxatile subsp. graecum (Boiss. & Spruner) Hayek

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2ep-fkv-d6a
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15853403
title: SOHO EPHIN Calibration

description: Each document contains values measured at the rigidity given in the file name at the Hahn-Meitner-Institute in 1995.The header is as follows:

ID, IND, Penetration Depth, Coincidence, Segment in Detector A, Segment in Detector B, ADC Value in Detector A, Gain Level in Detector A, ADC Value in Detector B, Gain Level in Detector A, ADC Value in Detector C, Gain Level in Detector A, ADC Value in Detector D, Gain Level in Detector A, ADC Value in Detector E, Gain Level in Detector A

The gain levels in each detector are multiplicative factors to convert the ADC value to MeV values as follows:

Det A: 0:     3/1023            1:    30/1023       Det B: 0:     3/1023            1:    45/1023       Det C: 0: 16.07/1023            1: 166.7/1023       Det D: 0:    20/1023            1:   225/1023       Det E: 0:    20/1023            1:   225/1023
DOI: 10.3535/121-lss-fvp
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dlh-klm-dte
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a4c-h18-ajq
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xv1-tw8-79a
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/72yc2mb29b
title: Supplemental Materials: The efficacy and safety of low-dose naltrexone in the treatment of lichen planopilaris and frontal fibrosing alopecia: A systematic review

description: Supplementary Tables 1-3 for "The efficacy and safety of low-dose naltrexone in the treatment of lichen planopilaris and frontal fibrosing alopecia: A systematic review"
DOI: 10.3535/17w-aj3-mmk
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/by4-ts7-xsm
title: Anthemis auriculata Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jgf-tph-6rw
title: Anthemis ruthenica M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/th3-tw1-3wq
title: Anthemis ruthenica M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/72yc2mb29b.1
title: Supplemental Materials: The efficacy and safety of low-dose naltrexone in the treatment of lichen planopilaris and frontal fibrosing alopecia: A systematic review

description: Supplementary Tables 1-3 for "The efficacy and safety of low-dose naltrexone in the treatment of lichen planopilaris and frontal fibrosing alopecia: A systematic review"
DOI: 10.3535/g7j-vqj-fc7
title: Anthemis ruthenica M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/45k-w3s-t26
title: Anthemis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y4p-jw0-mld
title: Anthemis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1hm-n72-ep6
title: Anthemis auriculata Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gn0-k8n-t0m
title: Anthemis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/prn-vmw-ps7
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aa9-hw7-dyr
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s37-wb4-rd6
title: Alyssum simplex Rudolphi

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bhb-4s2-kd5
title: Bornmuellera tymphaea (Hausskn.) Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p04-zkl-01k
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5pl-x95-mc7
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lmq-tcc-7tb
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rv9-s7g-fal
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rb9-3fr-rp1
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vdt-j5r-j26
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/den-aqh-9nj
title: Aegilops L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qr3-3ah-s15
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3mc-1qv-q9w
title: Alyssum strigosum Banks & Sol.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c3z-hpm-x4f
title: Aegilops L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/65c-tjv-zzg
title: Turritis glabra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4k6-60n-5tn
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e5r-qn5-d4h
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1xv-2qv-xt6
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zx4-8k1-p5y
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f2z-bv0-mdy
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/723-zse-gq1
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9fy-79w-b6a
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3b0-ad6-3yh
title: Cota altissima (L.) J. Gay

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qcx-0ba-745
title: Cota altissima (L.) J. Gay

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6jz-bln-a61
title: Cota altissima (L.) J. Gay

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8kd-5f0-vp5
title: Cota altissima (L.) J. Gay

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/90x-d54-mr3
title: Arabis sagittata (Bertol.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1y2-xaf-gj4
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pev-5ea-m99
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/byf-da0-8qa
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pj3-02t-g7b
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4sg-alx-wye
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/89x-yas-0pe
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xfs-y49-61z
title: Ajuga chamaepitys subsp. chamaepitys

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3bc-sfd-h3v
title: Arabis sagittata (Bertol.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4jr-c9z-r8l
title: Arabis sagittata (Bertol.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kak-k31-2z3
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lnd-nsz-8j1
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v01-xmx-b6v
title: Allium flavum subsp. flavum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.4s5u4e
title: Occurrence Download

description: A dataset containing 536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abies fabri (Mast.) Craib"
 ]
}

 The dataset includes 536 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113341-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zhyrgbm8mc
title: Pore-scale transition behaviour of calcite dissolution during CO2 geo-sequestration

description: For paper
DOI: 10.3535/4e8-n0v-5lc
title: Avena barbata Pott ex Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sa0-gvb-xa7
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3t1-8fa-xtm
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/64y-050-4de
title: Ajuga genevensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/zhyrgbm8mc.2
title: Pore-scale transition behaviour of calcite dissolution during CO2 geo-sequestration

description: For paper
DOI: 10.3535/6j6-ql1-wr8
title: Avena barbata Pott ex Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/961-ddp-z4q
title: Avena barbata Pott ex Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.pwa2hr
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abdra aprica (Beadle) Al-Shehbaz, M.Koch & Jordon-Thaden"
 ]
}

 The dataset includes 216 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113342-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.