cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mp7y3j
title: Occurrence Download

description: A dataset containing 8238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chenopodium polyspermum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8238 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013578-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/j2ryda8x9m31qaea
title: Parallelized 61-sample inhibition screening accelerated by 19F-MRI compressed sensing

description: This submission includes raw 19F-MRI data generated for ligand binding characterization, supported by T2-relaxation results for compound screening (IC50 determination by originLab) and reference datasets (in Excel, the hit ranking). Raw MRI data acquired for ligand binding and screening studies. The dataset includes measurements from compressed sensing experiments (capillary and honeycomb setups), reference library acquisitions for BZA, BZD, and MZA, as well as raw data from trypsin primary hit screening and strong ligand validation. Additional raw data related to a CoAD study are also included.
DOI: 10.25740/bk508yy5591
title: Nitrate and nitrous oxide isotope data from the west coast of North America 

description: This deposit contains nitrate and nitrous oxide stable isotope measurements from a 2021 West Coast Ocean Acidification cruise along North America. They were conducted by Noah Gluschankoff as part of his PhD research at Stanford University.
DOI: 10.15468/dl.8psmww
title: Occurrence Download

description: A dataset containing 282442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Diachrysia chrysitis"
 ]
}

 The dataset includes 282442 records from 499 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013533-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92jbwr
title: Occurrence Download

description: A dataset containing 122813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus nigra"
 ]
}

 The dataset includes 122813 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013541-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrvdcn
title: Occurrence Download

description: A dataset listing the 4142275 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4142275 records were derived from 88671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013545-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzs25m
title: Occurrence Download

description: A dataset containing 49787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiphyas postvittana",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 49787 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013579-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17483156
title: Supplementary Material A study on recovery strategies of graphite from mixed lithium-ion battery chemistries using froth flotation  Hanna Sahivirta, Benjamin P. Wilson, Mari Lundstrom, Rodrigo Serna-Guerrero*

description: This file contains the supplementary material for the publication:

A study on recovery strategies of graphite from mixed lithium-ion battery chemistries using froth flotation 

Hanna Sahivirta, Benjamin P. Wilson, Mari Lundstrom, Rodrigo Serna-Guerrero* 

Department of Chemical and Metallurgical Engineering (CMET), School of Chemical Engineering, Aalto University, Vuorimiehentie 2, 02150, Espoo, Finland

Waste Management, 180 (2024) 96–105 

https://doi.org/10.1016/j.wasman.2024.03.032
DOI: 10.5281/zenodo.17483157
title: Supplementary Material A study on recovery strategies of graphite from mixed lithium-ion battery chemistries using froth flotation  Hanna Sahivirta, Benjamin P. Wilson, Mari Lundstrom, Rodrigo Serna-Guerrero*

description: This file contains the supplementary material for the publication:

A study on recovery strategies of graphite from mixed lithium-ion battery chemistries using froth flotation 

Hanna Sahivirta, Benjamin P. Wilson, Mari Lundstrom, Rodrigo Serna-Guerrero* 

Department of Chemical and Metallurgical Engineering (CMET), School of Chemical Engineering, Aalto University, Vuorimiehentie 2, 02150, Espoo, Finland

Waste Management, 180 (2024) 96–105 

https://doi.org/10.1016/j.wasman.2024.03.032
DOI: 10.7910/dvn/u1gn7u
title: Replication data for: [Endogenous treatment effect estimation with a large and mixed set of instruments and control variables]

description: This replication file includes the R codes for R2IVE. A user's manual is also included for step-by-step instructions.
description: Volume XX, Issue X
DOI: 10.15468/dl.kh3zn9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002706-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aggluj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055599-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acta9q
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Geometry POLYGON((5.37313 36.19531,19.83757 36.19531,19.83757 47.53958,5.37313 47.53958,5.37313 36.19531))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium sativum L."
 ]
}

 The dataset includes 74 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057726-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maq9cj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007593-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhkdqj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002621-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.423zgo
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009049-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67a6u3
title: Occurrence Download

description: A dataset containing 281354995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnoliopsida"
 ]
}

 The dataset includes 281354995 records from 9226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176291-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5y6-8ae-zls
title: Cedrela odorata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/81f-wfr-qd1
title: Carapa procera DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c5y-gtg-jvw
title: Cedrela odorata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b6v-x0e-cd5
title: Cedrela P. Browne

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xxn-hwy-jh2
title: Chisocheton lasiocarpum (Miq.) Valeton

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.vw3dzy
title: Occurrence Download

description: A dataset containing 727 records in GBIF matching the query:
SELECT
 "year",
 classKey,
 class,
 speciesKey,
 species,
 COUNT(*) AS occurrences,
 MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters,
 IF(ISNULL(classKey), NULL, SUM(COUNT(*)) OVER (PARTITION BY classKey)) AS classCount
FROM
 occurrence
WHERE 
 occurrenceStatus = 'PRESENT'
 AND speciesKey IN (
 1003567,
 1003574,
 1003642,
 1003614,
 1003625,
 1003588,
 1003611,
 10329226,
 4559524,
 1010304,
 7552441,
 4985433,
 1010587,
 1008388,
 1007770,
 4984866,
 1006399,
 4984953
 )
 AND continent = 'EUROPE'
 AND "year" &gt;= 1900
 AND hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND (
 LOWER(identificationVerificationStatus) NOT IN (
 'unverified',
 'unvalidated',
 'not validated',
 'under validation',
 'not able to validate',
 'control could not be conclusive due to insufficient knowledge',
 'uncertain',
 'unconfirmed',
 'unconfirmed - not reviewed',
 'validation requested'
 )
 OR identificationVerificationStatus IS NULL
 )
GROUP BY
 "year",
 classKey,
 class,
 speciesKey,
 species
ORDER BY
 "year" DESC,
 speciesKey ASC;

 The dataset's 727 records were derived from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107293-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/72b-s6z-5le
title: Epicharis parasitica (Osbeck) Mabb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w6l-b5e-vam
title: Chisocheton Blume

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/89z-k2l-1wl
title: Epicharis parasitica (Osbeck) Mabb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7p8-82q-n2g
title: Epicharis parasitica (Osbeck) Mabb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eqy-k1z-ge2
title: Epicharis parasitica (Osbeck) Mabb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4d9-tcm-3v4
title: Entandrophragma C. DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/leb-sa4-5em
title: Aglaia agglomerata Merr. & L. M. Perry

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2fe-t2s-k92
title: Guarea guidonia (L.) Sleumer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9gd-96e-kr9
title: Guarea guidonia (L.) Sleumer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s0w-zqp-06f
title: Guarea guidonia (L.) Sleumer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cbz-srq-9c8
title: Guarea Allemão ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e9m-lwh-ngq
title: Guarea glabra Vahl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8qt-s84-avn
title: Guarea Allemão ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wf0-xf0-rpk
title: Guarea pubescens (Rich.) A. Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.7qxqgs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abramites solarii (Holmberg, 1891)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107309-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ghr-6xq-v0j
title: Khaya ivorensis A. Chev.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3va-jml-avp
title: Ficus macrophylla Pers.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n8q-t4d-x2k
title: Guarea Allemão ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dep-s2t-xg3
title: Ficus religiosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/k9t-gl1-zdd
title: Ficus religiosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/606-z88-d1a
title: Ficus religiosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/e3t-en4-lfb
title: Ficus sansibarica Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v3s-w0t-z7n
title: Ficus caulocarpa (Miq.) Miq.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ycr-ahh-2j8
title: Ficus bubu Warb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eqg-vjd-8h5
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qm2-tg6-76w
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vw0-h5f-z5v
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cct-819-pxk
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15832707
title: The Logic of All Relation: A Unified Canon of the Coherence Field Paradigm
title: A Foundational Reconstruction of Mass, Time, Gravity, Energy, and Perception from Phase-Coherent First Principles

description: This document presents the foundational structure of the Coherence Field Paradigm (CFP), a unified scientific framework built from first principles of phase coherence, rather than force-based or probabilistic models. The Canon reconstructs fundamental physical and cognitive phenomena—including mass, time, gravity, energy, entropy, and perception—through the relational logic of phase alignment, drift, and field interaction.

 

Unlike classical models that treat matter, spacetime, or probability as primitives, this deep dive establishes coherence fields as the informational substrate of all observable behavior. Each section builds systematically, introducing a relational grammar, coherence-based quantities, and testable definitions that challenge current physics, psychology, and cosmology.

 

The Canon includes:

 



Definitions of mass as resistance to coherence drift.

Time as ordered relational adjustment.

Gravity as a coherence density gradient.

Entropy as accumulated phase misalignment.

Perception as local coherence binding.

A full lexicon of 60+ coherence-based terms.

Stress tests, empirical challenges, and predictive logic.


 

 

This work serves as the first core text in a growing paradigm designed to be internally closed, observationally consistent, and empirically testable. It is offered to the scientific community under a CC BY-NC-SA 4.0 license for analysis, expansion, and potential integration into future models of unified physics, biology, and consciousness.
DOI: 10.3535/5tl-gvs-e2s
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9dn-m7y-vm6
title: Maclura pomifera (Raf. ex Sarg.) C. K. Schneid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lkx-7ct-mlv
title: Maclura pomifera (Raf. ex Sarg.) C. K. Schneid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tpp-50d-vj1
title: Maclura pomifera (Raf. ex Sarg.) C. K. Schneid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dcj-zl8-mee
title: Myrianthus arboreus P. Beauv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z4k-b97-jz3
title: Maclura pomifera (Raf. ex Sarg.) C. K. Schneid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2ph-tw5-e8z
title: Ficus carica L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ktf-pv8-15f
title: Maclura pomifera (Raf. ex Sarg.) C. K. Schneid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6dl-241-9w9
title: Perebea Aubl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m4j-ew4-01l
title: Ficus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qxf-a0d-h2p
title: Artocarpus altilis (Parkinson) Fosberg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.5m75ps
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela clava Herdman, 1881",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 927 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107311-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0mg-ysd-ayj
title: Artocarpus integer (Thunb.) Merr.

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

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela clava Herdman, 1881",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107310-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7zy-asb-qes
title: Artocarpus J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mn5-xn7-n76
title: Artocarpus altilis (Parkinson) Fosberg

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fj0-6aa-2cz
title: Cannabis sativa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h7t-xa7-sen
title: Artocarpus kemando Miq.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15813584
title: Supporting code and data: Simulating multivariate hazards with generative deep learning

description: This repository contains all code to reproduce the figures in the paper Simulating mulitvariate hazards with generative deep learning. Note that due to stochasticity in the StyleGAN training, some results may vary slightly. The purpose of this repo is to demonstrate how the results were generated, but the model will be published as a snakemake workflow later.

 

Installation

git clone git@github.com:alisonpeard/hazGAN.git

cd environments

mamba create -f apple-silicon.yaml # or yaml for other OS env

mamba activate hazGANv0

 

The path to the data folder hazGAN-data is set in the .env file in the parent directory. Change it to point to the location of the extracted data zipfile.

 

 

The StyleGAN model is included in the styleGAN-DA folder. This model requires an nVIDIA GPU to run. The environment definition in environments/linux-gpu.yaml creates an environment that works with the model on linux machines.
DOI: 10.3535/39q-b1e-dzt
title: Cannabis sativa L.

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