cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/das-8lc-9qk
title: Lythrum rotundifolium Hochst. ex A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.5gnkgx
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis L.",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 470 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106627-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5g0-lbr-40p
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q73-swk-jhr
title: Englerina woodfordioides (Schweinf.) Balle ex M. G. Gilbert

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nhp-e1l-sse
title: Strychnos angolensis Gilg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qme-a2b-haq
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/325-hxc-8d3
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lql-1jd-m0f
title: Strychnos angolensis Gilg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xh4-nkq-rr9
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/exe-1wt-kwh
title: Strychnos angolensis Gilg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s9l-5xe-z58
title: Triclisia Benth.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/axf-hkh-wf5
title: Triclisia sacleuxii (Pierre) Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ga2-wle-b91
title: Triclisia subcordata Oliv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5em-t98-edd
title: Triclisia loucoubensis Baill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jk0-z27-fpl
title: Limaciopsis loangensis Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vzn-28b-jcv
title: Leptoterantha mayumbensis (Exell) Troupin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.ygtpg7
title: Occurrence Download

description: A dataset containing 1537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis L.",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1537 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106628-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ehj-tmn-c6f
title: Triclisia hypochrysea Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hnc-6qq-1e3
title: Triclisia macrocarpa (Baill.) Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sq5-nx6-kdh
title: Triclisia jumelliana Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wxn-c7j-k8l
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x4k-wvn-38p
title: Erianthemum dregei (Eckl. & Zeyh.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ma-egb-9tp
title: Erianthemum schelei (Engl.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gy0-qp9-zdn
title: Erianthemum schelei (Engl.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3fd-m4m-pel
title: Globimetula anguliflora (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wg1-6em-48h
title: Erianthemum taborensis (Engl.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e0q-097-rxx
title: Erianthemum ngamicum (Sprague) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vp9-lff-7b4
title: Erianthemum lindense (Sprague) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/18w-yyk-zkj
title: Erianthemum nyikense (Sprague) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9wr-r9e-jnj
title: Globimetula dinklagei (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ep2-lcz-yz2
title: Erianthemum schelei (Engl.) Tiegh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gwj-baj-hrv
title: Erianthemum lindense (Sprague) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6w3-695-we5
title: Strychnos dinklagei Gilg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9f6-ns6-00m
title: Albertisia capituliflora (Diels) Forman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2tk-yc0-ljz
title: Albertisia exelliana (Troupin) Forman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dzy-p72-9y3
title: Strychnos elaeocarpa Gilg ex Leeuwenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hvr-35l-jmy
title: Albertisia ferruginea (Diels) Forman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qnp-e3y-nk1
title: Albertisia ferruginea (Diels) Forman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t74-k5f-ax1
title: Strychnos elaeocarpa Gilg ex Leeuwenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zfj-dcl-4qp
title: Strychnos elaeocarpa Gilg ex Leeuwenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/677-bgy-wq1
title: Dioscoreophyllum volkensii Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p0r-6k1-z2l
title: Strychnos tchibangensis Pellegr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ff-flv-3kj
title: Strychnos camptoneura Gilg & Busse

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g23-4yt-yep
title: Dioscoreophyllum volkensii Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1bj-etx-fz7
title: Strychnos camptoneura Gilg & Busse

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mjt-pa5-zyj
title: Dioscoreophyllum volkensii Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1ce-9sz-v9e
title: Dioscoreophyllum volkensii Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5gs-1a6-7v9
title: Strychnos canthioides Leeuwenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v9c-z3v-pxt
title: Strychnos tchibangensis Pellegr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4ap-7gh-rar
title: Strychnos elaeocarpa Gilg ex Leeuwenb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7sq-6x0-4zz
title: Albertisia glabra (Diels ex Troupin) Forman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g9v-dh1-b0v
title: Tinospora Miers

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ne6-zb9-s6e
title: Tinospora uviforme (Baill.) Troupin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jt7-01s-4vz
title: Triclisia angustifolia Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0a6-33h-0et
title: Tinospora mossambicensis Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p0k-yh8-7zj
title: Triclisia capitata (Baill.) Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hle-tk5-0jv
title: Tinospora oblongifolia (Engl.) Troupin

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gwm-bjn-qlw
title: Arctotis laciniata Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hm8-cjp-p99
title: Tinospora Miers

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a1y-eze-wjx
title: Tapinanthus buchneri (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pxc-0y9-bgr
title: Triclisia dictyophylla Diels

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vw7-far-m6c
title: Dorstenia tenera var. obtusibracteata (Engl.) Hijman & C. C. Berg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y4j-1js-6tx
title: Tapinanthus buchneri (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5v2-5lh-nkw
title: Dorstenia tenuiradiata Mildbr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ner-vcg-a1y
title: Tapinanthus buntingii (Sprague) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xjn-jp7-2br
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9hl-w05-xq6
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fxl-prd-2wb
title: Tapinanthus constrictiflorus (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dyd-z28-bv4
title: Dorstenia tayloriana var. laikipiensis (Rendle) Hijman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/8rn8rsck7x
title: Test Specimen for Strength Testing of Additive Manufactured Ceramics by the VPP Process: the CharAM-Specimen

description: The strength of additively manufactured ceramics may depend on the orientation of the direction in which tensile stresses act during testing with respect to the building direction (z). This may be due to

─ specific properties of the interfaces between the deposited layers
─ aliasing effects on surfaces
─ others

In order to address this characteristic behaviour together with other aspects relevant to ceramics and the additive manufacturing process, we aim at:

─ providing a test piece geometry with dimensions relevant to a specific ceramic AM method that can be manufactured in different orientations with respect to the building direction z.
─ providing 30+ individual test pieces for a statistical strength analysis produced in a time-efficient single print job
─ providing test pieces with prospective tensile loaded faces that are neither the faces attached to the building platform during manufacturing nor the last printed layer
─ providing test pieces with prospective tensile loaded faces that are not in contact with kiln furniture during thermal processing

A test specimen suitable for strength testing of additively manufactured ceramics is presented. A specimen consists of 48 test pieces in the form of carefully designed constant-moment cantilever beams which are attached to a baseplate. The baseplate is formed by two connected solid plates with a specified angle (ꞵ) in between. By variation of this angle, different orientations of the cantilever axis (prospective tension-loaded face) with respect to the building direction of the AM process can be achieved. *.stl files for specimens with three different orientations/configurations are provided.
Strength testing is performed by loading each cantilever at a pre-defined loading point (A) to failure.
A description of the testing method as well as a detailed error analysis is provided in https://doi.org/10.1016/j.oceram.2023.100410
An example of how this specimen can be used to evaluate the strength of LCM ceramics can be found in https://doi.org/10.1016/j.oceram.2024.100557
DOI: 10.3535/7z9-8k2-k0w
title: Dorstenia tayloriana var. laikipiensis (Rendle) Hijman

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xtw-e3w-qwy
title: Tapinanthus buchneri (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/8rn8rsck7x.2
title: Test Specimen for Strength Testing of Additive Manufactured Ceramics by the VPP Process: the CharAM-Specimen

description: The strength of additively manufactured ceramics may depend on the orientation of the direction in which tensile stresses act during testing with respect to the building direction (z). This may be due to

─ specific properties of the interfaces between the deposited layers
─ aliasing effects on surfaces
─ others

In order to address this characteristic behaviour together with other aspects relevant to ceramics and the additive manufacturing process, we aim at:

─ providing a test piece geometry with dimensions relevant to a specific ceramic AM method that can be manufactured in different orientations with respect to the building direction z.
─ providing 30+ individual test pieces for a statistical strength analysis produced in a time-efficient single print job
─ providing test pieces with prospective tensile loaded faces that are neither the faces attached to the building platform during manufacturing nor the last printed layer
─ providing test pieces with prospective tensile loaded faces that are not in contact with kiln furniture during thermal processing

A test specimen suitable for strength testing of additively manufactured ceramics is presented. A specimen consists of 48 test pieces in the form of carefully designed constant-moment cantilever beams which are attached to a baseplate. The baseplate is formed by two connected solid plates with a specified angle (ꞵ) in between. By variation of this angle, different orientations of the cantilever axis (prospective tension-loaded face) with respect to the building direction of the AM process can be achieved. *.stl files for specimens with three different orientations/configurations are provided.
Strength testing is performed by loading each cantilever at a pre-defined loading point (A) to failure.
A description of the testing method as well as a detailed error analysis is provided in https://doi.org/10.1016/j.oceram.2023.100410
An example of how this specimen can be used to evaluate the strength of LCM ceramics can be found in https://doi.org/10.1016/j.oceram.2024.100557
DOI: 10.3535/pt1-l0s-wkm
title: Viola odorata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sds-egl-vkb
title: Viola canina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v45-n5t-sr1
title: Pigea enneasperma (L.) P. I. Forst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a0f-d64-bh8
title: Pombalia oppositifolia (L.) Paula-Souza

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/twv-63p-dx8
title: Tapinanthus dependens (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8dy-s79-vtp
title: Tapinanthus constrictiflorus (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z9a-dby-mdr
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3lw-11a-dq0
title: Tapinanthus constrictiflorus (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6z5-8yh-l3e
title: Viola minuta M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3cf-c41-tp9
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4hn-tvl-7x6
title: Tapinanthus constrictiflorus (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4v8-k49-jmr
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s1y-qab-vt7
title: Tapinanthus bangwensis (Engl. & K. Krause) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/vfgt5yfsg6.1
title: Identification of Small Molecule Modulators of Prime Editing using Edit-o-Matic

description: This is testdata use to benchmark and validate our Edit-o-Matic genome editing software.
DOI: 10.3535/4j1-aw0-ayy
title: Spragueanella rhamnifolia (Engl.) Balle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pzx-7yr-www
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zrg-g4y-z1j
title: Dorstenia vivipara Welw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a1q-lc7-ws0
title: Dorstenia warneckei Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xae-7xf-22d
title: Spragueanella rhamnifolia (Engl.) Balle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1va-m8v-gm3
title: Spragueanella rhamnifolia (Engl.) Balle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/33n-br3-aem
title: Spragueanella rhamnifolia (Engl.) Balle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/32z-1zd-6qn
title: Tapinanthus dependens (Engl.) Danser

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b46-5rg-zm2
title: Hijmania turbinata (Engl.) M. D. M. Vianna

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wcy-a70-pnf
title: Dorstenia ulugurensis Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/9k4n5m9d6f
title: Estimation of Lyapunov Exponents with use of Automatic Differentiation

description: The dataset contains Python scripts connected with estimation of Lyapunov Exponents with use of Automatic Differentiation. They show that: a) Automatic Differentiation (AD) can be successfully applied in Lyapunov Exponents (LEs) estmination; b) AD approach is slighlty less accurate then the one based on the variational equation; c) AD approach is less efficient then the one based on the variational equation for small systems, but more effective for large ones.
DOI: 10.3535/nls-dwb-3kk
title: Dorstenia variifolia Engl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sdq-nr0-6st
title: Spragueanella rhamnifolia (Engl.) Balle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.zff3qa
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trianthema portulacastrum L.",
 "Country is Saudi Arabia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 567 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106630-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9k4n5m9d6f.2
title: Estimation of Lyapunov Exponents with use of Automatic Differentiation

description: The dataset contains Python scripts connected with estimation of Lyapunov Exponents with use of Automatic Differentiation. They show that: a) Automatic Differentiation (AD) can be successfully applied in Lyapunov Exponents (LEs) estmination; b) AD approach is slighlty less accurate then the one based on the variational equation; c) AD approach is less efficient then the one based on the variational equation for small systems, but more effective for large ones.
DOI: 10.3535/x99-c36-255
title: Viola canina L.

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