cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w8pn2d
title: Occurrence Download

description: A dataset containing 4393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthracus consputus (Duftschmid, 1812), Anthrenus museorum (Linnaeus, 1761))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 4393 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0310942-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtwgpk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla hirsutiflora (Buser) Rothm."
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025857-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97qzqx
title: Occurrence Download

description: A dataset containing 5153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saitozyma X.Z.Liu, F.Y.Bai, M.Groenew. & Boekhout, 2015"
 ]
}

 The dataset includes 5153 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435807-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j5d83
title: Occurrence Download

description: A dataset containing 164220 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (bolívar)",
 "TaxonKey is one of (Aves)"
 ]
 }
 ]
}

 The dataset includes 164220 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266614-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuqk6g
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cymbopogon procerus (R.Br.) Domin"
 ]
}

 The dataset includes 1028 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019350-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba6z9d
title: Occurrence Download

description: A dataset containing 1793 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium BSG Lichenes"
 ]
}

 The dataset includes 1793 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176836-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkdbjz
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Alsophylax przewalskii Strauch, 1887"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435816-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsmf8u
title: Occurrence Download

description: A dataset containing 758574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isopoda"
 ]
}

 The dataset includes 758574 records from 1580 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435820-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qw6-svk-dht
title: Trifolium medium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-0yl-w6t
title: Myrica gale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw6-w07-vn4
title: Danthonia decumbens (L.) DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-d5t-ee8
title: Rumex hydrolapathum (Scop.) Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-elj-3wx
title: Schoenus ferrugineus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-h9b-xqy
title: Calamagrostis lapponica (Wahlenb.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-hyv-zkd
title: Persicaria minor (Huds.) Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-jlk-srg
title: Tofieldia pusilla (Michx.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-nh3-0rk
title: Filipendula ulmaria (L.) Maxim.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-p5c-x87
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-p5r-ddx
title: Taxus baccata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-qhk-7jn
title: Sagina nodosa x subsp. borealis × subsp. nodosa

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-qp0-f5t
title: Brassica rapa subsp. sylvestris (L.) Janch.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-rce-f49
title: Carex muricata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-35v-wrh
title: Dactylorhiza incarnata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-7ws-fzd
title: Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-87z-111
title: Cardamine pratensis subsp. pratensis

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-ahh-gx3
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-b4s-0xb
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-fec-vya
title: Dichodon cerastoides (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-fjz-9tx
title: Carex acuta L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw7-vrd-sh7
title: Trollius europaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-fd1-fry
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-mqb-v59
title: Alchemilla baltica Sam. ex Juz.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-sxj-5xh
title: Lepidium densiflorum Schrad.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-tr7-ks6
title: Chenopodium suecicum Murr

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw8-wb9-0mj
title: Rubus chamaemorus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-34t-h9d
title: Trifolium medium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-5m5-nrg
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-89t-f27
title: Eriophorum vaginatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-aj9-9d9
title: Carex rariflora (Wahlenb.) Sm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-baf-kvl
title: Montia fontana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-fj3-m1q
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-hmh-wkn
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-l71-3l1
title: Butomus umbellatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-949-ma6
title: Lathyrus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-r4p-403
title: Stellaria longifolia (Regel) Muhl. ex Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qw9-sn9-cbj
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-gl0-48v
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-hgv-ksa
title: Anthoxanthum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-k55-hcs
title: Alchemilla micans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-mnk-wj3
title: Corydalis intermedia (L.) Mérat

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-n0w-7ef
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-nv7-htv
title: Carex elata subsp. omskiana (Meinsh.) Jalas

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-pzw-jnh
title: Equisetum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-s4q-dwn
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-tmg-kx4
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-vr5-cml
title: Eriophorum latifolium Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwb-0sf-09s
title: Salix phylicifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-pjh-faq
title: Eriophorum latifolium Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwa-q4c-b31
title: Salix pentandra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwb-c7n-lq3
title: Helictochloa pratensis (L.) Romero Zarco

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwb-dla-64r
title: Sparganium natans L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwb-h9e-9fy
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwb-mg9-5mq
title: Rabelera holostea (L.) M. T. Sharples & E. A. Tripp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-5g7-z66
title: Equisetum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-6nl-qqf
title: Chelidonium majus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-gt6-1lf
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-l0q-03t
title: Spinulum annotinum (L.) A. Haines

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-sqs-qzm
title: Sparganium erectum subsp. microcarpum (Neuman) Domin

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-tkh-3yr
title: Salix myrsinifolia subsp. myrsinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-tsy-4va
title: Trifolium spadiceum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwc-ttc-fdy
title: Asplenium trichomanes L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-823-9q7
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-c6w-85f
title: Carex ericetorum Pollich

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-d3s-ycg
title: Carex vaginata Tausch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-dy5-jvy
title: Geum urbanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-ps4-7hp
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-qcz-dcn
title: Rumex acetosella var. tenuifolius Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-r9x-jel
title: Poa nemoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwd-tn1-7l5
title: Caltha palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwe-2n3-ytm
title: Carex brunnescens subsp. brunnescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwe-a4e-pp8
title: Potentilla erecta (L.) Raeusch.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.xuwc3r
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Campsomeris plumipes fossulana"
 ]
}

 The dataset includes 121 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062519-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qwe-grm-qk5
title: Butomus umbellatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwf-2pt-g85
title: Argentina anserina subsp. groenlandica (Tratt.) Á. Löve

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwf-313-6wd
title: Lathyrus niger (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwf-8fj-pej
title: Reynoutria japonica Houtt.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwf-jw1-t2r
title: Alnus glutinosa f. obcordata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwf-zvb-2r1
title: Betula nana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwg-ar7-7gt
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwg-evx-aa6
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwg-a5t-zab
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwg-m71-vd4
title: Lathyrus palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18011233
title: 2020 09 S242
DOI: 10.3535/qwg-mvm-yw8
title: Carex media R.Br.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwg-wmn-yzy
title: Carex cespitosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18011232
title: 2020 09 S242
DOI: 10.3535/qwh-07l-mlk
title: Trifolium medium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18010897
title: Supporting data for "Pore-Collapse in Amorphous Solid Water:  a Dynamics Study"

description: Reduced data (g2s, I(q), temperatures, etc), analysis code (g2_decomposer), and figures (jupyter notebooks) for the JCP journal article

Pore-Collapse in Amorphous Solid Water: a Dynamics Study

by

Tobias Eklund, Christina M. Tonauer, Keishiro Yamashita, Johannes Giebelmann, Lilli-Ruth Fidler, Aigerim Karina, Hailong Li, Louisa Kraft, Fiona Berner, Niels C. Gießelmann, Robert Bauer, Alexander Gierke, Claudia Goy, Marjorie Ladd-Parada, Fivos Perakis, Fabian Westermeier, Felix Lehmkühler, Thomas Loerting, and Katrin Amann-Winkel.

The directory p10_reduced_data contains reduced data (I(q), g2, temperature) from our experiments at P10, PETRA III, DESY, Hamburg. To access the raw detector data, request an archive retrieval of the beamtimes    Proposal I-20211355 EC, Application 11012844, P10, 03-Mar-2022 - 09-Mar-2022    Proposal T-20220749 EC, Application 11019107, P10, 29-Feb-2024 - 06-Mar-2024from DESY.

The directory g2_analysis contains the version of g2_decomposer (https://github.com/elkund/g2_decomposer) we used, and the analysis results as matlab .mat files. To reproduce the results, run the notebook g2_analysis/g2_decomposer/ASW_multiq_batch_for_paper.m .

The directory master dataset contains a script to compile the dynamics data and analysis into an Xarray dataset, and the corresponding master dataset.

The directory paper_figures contains a notebook that generates the published figures.

This archive was compiled by Tobias Eklund on December 21st 2025.
DOI: 10.5281/zenodo.18010898
title: Supporting data for "Pore-Collapse in Amorphous Solid Water:  a Dynamics Study"

description: Reduced data (g2s, I(q), temperatures, etc), analysis code (g2_decomposer), and figures (jupyter notebooks) for the JCP journal article

Pore-Collapse in Amorphous Solid Water: a Dynamics Study

by

Tobias Eklund, Christina M. Tonauer, Keishiro Yamashita, Johannes Giebelmann, Lilli-Ruth Fidler, Aigerim Karina, Hailong Li, Louisa Kraft, Fiona Berner, Niels C. Gießelmann, Robert Bauer, Alexander Gierke, Claudia Goy, Marjorie Ladd-Parada, Fivos Perakis, Fabian Westermeier, Felix Lehmkühler, Thomas Loerting, and Katrin Amann-Winkel.

The directory p10_reduced_data contains reduced data (I(q), g2, temperature) from our experiments at P10, PETRA III, DESY, Hamburg. To access the raw detector data, request an archive retrieval of the beamtimes    Proposal I-20211355 EC, Application 11012844, P10, 03-Mar-2022 - 09-Mar-2022    Proposal T-20220749 EC, Application 11019107, P10, 29-Feb-2024 - 06-Mar-2024from DESY.

The directory g2_analysis contains the version of g2_decomposer (https://github.com/elkund/g2_decomposer) we used, and the analysis results as matlab .mat files. To reproduce the results, run the notebook g2_analysis/g2_decomposer/ASW_multiq_batch_for_paper.m .

The directory master dataset contains a script to compile the dynamics data and analysis into an Xarray dataset, and the corresponding master dataset.

The directory paper_figures contains a notebook that generates the published figures.

This archive was compiled by Tobias Eklund on December 21st 2025.
DOI: 10.3535/qwh-51k-97g
title: Fragaria vesca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-bkh-0lv
title: Psammophiliella muralis (L.) Ikonn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-enf-1mj
title: Dianthus superbus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-f8g-w0w
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-jld-yav
title: Geranium pusillum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-l4x-hqv
title: Halerpestes cymbalaria (Pursh) Greene

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qwh-rln-48f
title: Ribes spicatum x subsp. lapponicum × subsp. spicatum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.