SlideShare a Scribd company logo
1 of 28
Download to read offline
Biodiversity Digital Twin
UiO NHMO SFS Section Meeting 24th March 2023
Dag Endresen – UiO NHMO MaNa BioDT
1. Background
Digital twin concept
DT concept in BioDT
2. Objectives
Project goals and outcomes
3. BioDT Use Cases
Practical applications
Data streams through the bioRIs -
GBIF, eLTER, DiSSCo, LifeWatch, etc.
4. BioDT at UiO NHMO Tøyen
Crop wild relative use case
National bioRIs implementations
Data standards and data quality
2023.03.10
BioDT project – for the SFS section meeting on 24th
March 2023
2
Outline
What is a digital twin?
2023.03.10
3
Virtual representation(s) of real-world entities and processes,
synchronised at a specified frequency and fidelity
2023.03.10
DT definition from https://www.digitaltwinconsortium.org/
4
The DT concept in BioDT
Image: digital-strategy.ec.europa.eu
26 April 2023
5
Digital Twin concept is gaining widespread use in engineering
Wageningen University
is developing digital
twins for crop plants.
Sensors provide real-
time data streams to a
digital twin model.
Simulated experiments
can be made with the
digital twin.
26 April 2023
6
Digital Twin for crops - WUR
Industrial DTs typically facilitate:
Product design
Operation of machinery
In BioDT, DTs are used to:
Mimic behaviour observed in nature
Meet requirements of BioDT Use Cases
Contribute toward EC goal of devising
a full DT of the Earth
26 April 2023
7
The DT concept in BioDT
Biodiversity Digital Twin (BioDT)
2023.03.10
8
26 April 2023
Horizon Europe -- TOPIC ID: HORIZON-INFRA-2021-TECH-01-01
9
Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities
BioDT – Biodiversity Digital Twin
22 partner institutions from 13 countries
The total project budget is 12M Euro
1265 PM (105 PY/FTE)
UiO NHM budget is 988 427 Euro
81.5 PM (6.79 PY/FTE) – 8% of BioDT
26 April 2023
10
Project partners
26 April 2023
11
22 partners from 12 countries
1 CSC - IT Center for Science Ltd Finland
2 Trust-IT Srl Italy
3 AE - Commpla Srl Italy
4 VSB - Technical University of Ostrava, IT4I Czech Republic
5 TNO - Netherlands Organisation for Applied Scientific Research Netherlands
6 JYV - University of Jyvaskyla Finland
7 University of Tartu Estonia
8 KTH - Kungliga Tekniska Hoegskolan Sweden
9 Swansea University United Kingdom
10 University of Manchester United Kingdom
11 ECMWF - European centre for medium-range weather forecasts United Kingdom
12 UFZ - Helmholtz-Zentrum fur umweltforschung gmbh Germany
13 UK Centre for Ecology & Hydrology United Kingdom
14 EAA - Umweltbundesamt gesellschaft mit beschrankter haftung Austria
15 University of Helsinki Finland
16 GBIF - Global Biodiversity Information Facility, secretariat Denmark
17 University of Oslo (GBIF Norway) Norway
18 Naturalis - Stichting Naturalis Biodiversity Center Netherlands
19 Senckenberg gesellschaft fur naturforschung Germany
20 E-Science European Infrastr. for Biodiv. and Ecosys. Research Spain
21 Bayer aktiengesellschaft Germany
22 MLU - Martin-Luther Universitat Halle-Wittenberg Germany
26 April 2023
BioDT in a nutshell
12
EU DestinE
EU Digital strategy
EU Green Deal
4 use case groups
8 use case studies
4 bio RIs
GBIF
eLTER
DiSSCo
LifeWatch
26 April 2023
13
BioDT workpackages
WP WP title WP Lead PMs
1 Project management CSC, Finland 72
2 Communication, Dissemination, Sustainability, and Impact TRUST-IT, Italy 106
3 Digital Twin Advanced Technical Platform CSC, Finland 153
4 Data and Use Cases GBIFS, Denmark
UiO, Norway
301
5 Improving Quality of Data, Workflows, and Models through FAIR
Principles
Naturalis, NL 99
6 Simulation, Modelling and Data Analytics JYU, Finland
UFZ, Germany
300
7 Integration & Service Uptake with Research Infrastructure
Environments
IT4I@VSB, Czech
Republic
148
8 Collaboration and Integration with Strategic Initiatives and
Programmes
TNO, Netherlands 86
1265
Objective 1
Build and deploy pre-operational BioDT platform
Objective 2
Integration with RI platforms and workflows
Objective 3
Interoperability with European DT initiatives
(including DestinE) and European Data Infrastructure
26 April 2023
14
Project objectives
Objective 1: Pre-operational BioDT platform
Platform established on LUMI
Prototype DTs focusing on four Use Case groups
Model development and validation
Including upscaling for HPC, features for interactive use
Platform generalized to serve user needs beyond consortium
Outcomes
1 Prototype platform available as service
2 Four use case groups, Eight case studies
3 Improved model predictive performance
4 Increased model accuracy and precision
26 April 2023
https://docs.lumi-supercomputer.eu/
15
Specific objectives and outcomes
Objective 2: Integration with biodiversity RIs
Interfaces, user authentication and access
Interoperability: data, software, practices
Uptake, new user communities, training
Including Bring-Your-Own-Data hackathons
Outcomes
1 APIs for feeding data to & from BioDT platform
2 FAIR datasets using cross-RI standards and FDOs
3 Quality indicators (e.g. FAIRness, geographic accuracy)
4 Training materials and interoperability workshops
26 April 2023
16
Specific objectives and outcomes
Objective 3: Interoperability with DestinE and European DT initiatives
Cross-DT synchronisation and showcases
Integration with EOSC and ELIXIR (openly available results)
Harmonised data and data governance (EU Data Spaces)
Contributing to EU ability to adapt actions & policies
Outcomes
1 Ingestion of DestinE by BioDT (and data outputs to DestinE)
2 Provision of agglomerated, analysis-ready data by BioDT
3 Shared service catalogue, BioDTs available to EOSC users
4 Synchronisation with other DT initiatives (e.g. Ocean DT)
5 Leveraging ELIXIR infrastructure (e.g. Tools platform)
26 April 2023
17
Specific objectives and outcomes
26 April 2023
Target user groups
18
Target user groups
scientific use case studies
2023.03.10
19
2023.03.10
https://biodt.eu/use-cases
20
8 scientific use cases
BioDT team at Tøyen
2023.03.10
https://www.nhm.uio.no/english/research/projects/biodt/
21
Three full time project positions
Desalegn Chala Gelete – Task 4.1.2.1 lead – Use case: Crop wild relative digital twin
Erik Kusch – Task 4.3.1 lead – biodiversity research data infrastructure
Open – Task 4.3.2 lead – data standards and data quality indicators
Marcella Rydmark Orwick – liasion WP2, WP7, WP8
Dag Endresen – project leader at UiO Tøyen
26 April 2023
22
BioDT UiO Tøyen core team
26 April 2023
23
The European High-Performance Computing Joint Undertaking (EuroHPC JU) is pooling
European resources to develop top-of-the-range exascale supercomputers for processing
big data, based on competitive European technology.
One of the pan-European pre-exascale supercomputers, LUMI, is located in CSC’s data
center in Kajaani, Finland.
The supercomputer is hosted by the LUMI consortium. The LUMI (Large Unified Modern
Infrastructure) consortium countries are Finland, Belgium, Czech Republic, Denmark,
Estonia, Iceland, Norway, Poland, Sweden, and Switzerland.
LUMI will be one of the world’s best known scientific instruments for the lifespan of
2021–2026.
26 April 2023
https://lumi-supercomputer.eu/about-lumi/
24
EuroHPC
26 April 2023
25
LUMI is a GPU-accelerated supercomputer
GPUs with over 550 Pflop/s
32 TB memory
7 PB flash storage with extreme 2 TB/s bandwidth
30 PB object storage for staging area
80 PB parallel file system
Top500 ranks the 500 most powerful non-
distributed computer systems in the world.
LUMI ranks as #3 (!)
26 April 2023
https://www.top500.org/lists/top500/2022/11/
26
Top500 most powerful HPC
Rank System Cores Rmax (Pflop/s) Rpeak (TFlop/s) Power (kW)
1 Frontier, Oak Ridge, USA 8 730 112 1 102 1 686 21 100
2 Fugaku, Fujitsu, Japan 7 630 848 442 537 29 899
3 LUMI, EuroHPC/CSC, Finland 2 220 288 309 429 6 016
4 Leonardo, EuroHPC/CINECA, Italy 1 463 616 175 256 5 610
68 Dardel GPU, KTH, Sweden 52 864 8 10 146
91 LUMI-C, EuroHPC/CSC, Finland 194 560 6 8 1 216
119 Betzy, UNINETT Sigma2 AS, Norway 172 032 5 6 --
BioDT will provide infrastructure to:
Drive long-term biodiversity research
Maintain commitments to protect biodiversity
Safeguard societal resilience
BioDT will be used to:
Better observe spatiotemporal changes in
biodiversity
Develop an improved mechanistic
understanding of these changes
Push limits of predictive biodiversity modelling
26 April 2023
27
Take-home messages
BioDT for the UiO Science section meeting 2023-03-24

More Related Content

Similar to BioDT for the UiO Science section meeting 2023-03-24

EUDAT
EUDATEUDAT
EUDATEUDAT
 
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...EOSC-hub project
 
The Ascent of Open Science and the European Open Science Cloud
The Ascent of Open Science and the European Open Science CloudThe Ascent of Open Science and the European Open Science Cloud
The Ascent of Open Science and the European Open Science CloudTiziana Ferrari
 
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...Nuno Freire
 
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...EUDAT
 
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsThe AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsAGINFRA
 
Data management plans – EUDAT Best practices and case study | www.eudat.eu
Data management plans – EUDAT Best practices and case study | www.eudat.euData management plans – EUDAT Best practices and case study | www.eudat.eu
Data management plans – EUDAT Best practices and case study | www.eudat.euEUDAT
 
European Open Science Cloud: History and Status
European Open Science Cloud: History and StatusEuropean Open Science Cloud: History and Status
European Open Science Cloud: History and StatusMatthew Dovey
 
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructure
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructureeROSA Stakeholder WS1: EUDAT – The pan-European data infrastructure
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructuree-ROSA
 
European Open Science Cloud: Concept, status and opportunities
European Open Science Cloud: Concept, status and opportunitiesEuropean Open Science Cloud: Concept, status and opportunities
European Open Science Cloud: Concept, status and opportunitiesEOSC-hub project
 
The Developing Needs for e-infrastructures
The Developing Needs for e-infrastructuresThe Developing Needs for e-infrastructures
The Developing Needs for e-infrastructuresguest0dc425
 
EUBrasilCloudFORUM - Concertation Meeting
EUBrasilCloudFORUM - Concertation MeetingEUBrasilCloudFORUM - Concertation Meeting
EUBrasilCloudFORUM - Concertation MeetingEUBrasilCloudFORUM .
 
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...SSHOC
 
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...PaNOSC
 
Cross e-Infrastructure collaborations
Cross e-Infrastructure collaborationsCross e-Infrastructure collaborations
Cross e-Infrastructure collaborationsEUDAT
 
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"OpenAIRE
 
BDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, IntroductionBDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, IntroductionBigData_Europe
 

Similar to BioDT for the UiO Science section meeting 2023-03-24 (20)

EUDAT
EUDATEUDAT
EUDAT
 
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...
Gergely Sipos, Claudio Cacciari: Welcome and mapping the landscape: EOSC-hub ...
 
EOSC-hub in EOSC context
EOSC-hub in EOSC contextEOSC-hub in EOSC context
EOSC-hub in EOSC context
 
The Ascent of Open Science and the European Open Science Cloud
The Ascent of Open Science and the European Open Science CloudThe Ascent of Open Science and the European Open Science Cloud
The Ascent of Open Science and the European Open Science Cloud
 
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...
Building new knowledge from distributed scientific corpus: HERBADROP & EUROPE...
 
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...
Linking EUDAT services to the EGI Fed-Cloud - EUDAT Summer School (Hans van P...
 
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsThe AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
 
Data management plans – EUDAT Best practices and case study | www.eudat.eu
Data management plans – EUDAT Best practices and case study | www.eudat.euData management plans – EUDAT Best practices and case study | www.eudat.eu
Data management plans – EUDAT Best practices and case study | www.eudat.eu
 
European Open Science Cloud: History and Status
European Open Science Cloud: History and StatusEuropean Open Science Cloud: History and Status
European Open Science Cloud: History and Status
 
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructure
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructureeROSA Stakeholder WS1: EUDAT – The pan-European data infrastructure
eROSA Stakeholder WS1: EUDAT – The pan-European data infrastructure
 
European Open Science Cloud: Concept, status and opportunities
European Open Science Cloud: Concept, status and opportunitiesEuropean Open Science Cloud: Concept, status and opportunities
European Open Science Cloud: Concept, status and opportunities
 
The Developing Needs for e-infrastructures
The Developing Needs for e-infrastructuresThe Developing Needs for e-infrastructures
The Developing Needs for e-infrastructures
 
EUBrasilCloudFORUM - Concertation Meeting
EUBrasilCloudFORUM - Concertation MeetingEUBrasilCloudFORUM - Concertation Meeting
EUBrasilCloudFORUM - Concertation Meeting
 
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...
 
EUBrazilCloudConnect Project
EUBrazilCloudConnect Project EUBrazilCloudConnect Project
EUBrazilCloudConnect Project
 
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...
PaNOSC and Research Data Management / Battery2030+ Initiative Workshop / 12 M...
 
Science in a Digital Age
Science in a Digital AgeScience in a Digital Age
Science in a Digital Age
 
Cross e-Infrastructure collaborations
Cross e-Infrastructure collaborationsCross e-Infrastructure collaborations
Cross e-Infrastructure collaborations
 
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"
OpenAIRE presentation at EuroCRIS Seminar "Evaluation of Research using a CRIS"
 
BDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, IntroductionBDE SC4 Hangout - Simon Scerri, Introduction
BDE SC4 Hangout - Simon Scerri, Introduction
 

More from Dag Endresen

Joint GBIF Biodiversa+ symposium in Helsinki on 2024-04-16
Joint GBIF Biodiversa+ symposium in  Helsinki on 2024-04-16Joint GBIF Biodiversa+ symposium in  Helsinki on 2024-04-16
Joint GBIF Biodiversa+ symposium in Helsinki on 2024-04-16Dag Endresen
 
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...Dag Endresen
 
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...Dag Endresen
 
Ontologies for biodiversity informatics, UiO DSC June 2023
 Ontologies for biodiversity informatics, UiO DSC June 2023 Ontologies for biodiversity informatics, UiO DSC June 2023
Ontologies for biodiversity informatics, UiO DSC June 2023Dag Endresen
 
Evacuation of the Kherson herbarium
Evacuation of the Kherson herbariumEvacuation of the Kherson herbarium
Evacuation of the Kherson herbariumDag Endresen
 
2023-05-08 GLIS SAC Rome
2023-05-08 GLIS SAC Rome2023-05-08 GLIS SAC Rome
2023-05-08 GLIS SAC RomeDag Endresen
 
Data and Stats Forum at MINA NMBU - 2023-04-26
Data and Stats Forum at MINA NMBU - 2023-04-26Data and Stats Forum at MINA NMBU - 2023-04-26
Data and Stats Forum at MINA NMBU - 2023-04-26Dag Endresen
 
BioDATA final conference in Oslo, November 2022
BioDATA final conference in Oslo, November 2022BioDATA final conference in Oslo, November 2022
BioDATA final conference in Oslo, November 2022Dag Endresen
 
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20Dag Endresen
 
GBIF at Living Norway Open Science Lab 2022-03-03
GBIF at Living Norway Open Science Lab 2022-03-03GBIF at Living Norway Open Science Lab 2022-03-03
GBIF at Living Norway Open Science Lab 2022-03-03Dag Endresen
 
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...Dag Endresen
 
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19Dag Endresen
 
The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18Dag Endresen
 
GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021Dag Endresen
 
2016-10-12 MUSIT & GBIF - Dataset portals
2016-10-12 MUSIT & GBIF - Dataset portals2016-10-12 MUSIT & GBIF - Dataset portals
2016-10-12 MUSIT & GBIF - Dataset portalsDag Endresen
 
2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)Dag Endresen
 
GBIF and Open Science
GBIF and Open ScienceGBIF and Open Science
GBIF and Open ScienceDag Endresen
 
FAIR and open biodiversity collection data management
FAIR and open biodiversity collection data managementFAIR and open biodiversity collection data management
FAIR and open biodiversity collection data managementDag Endresen
 
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...Dag Endresen
 
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019Dag Endresen
 

More from Dag Endresen (20)

Joint GBIF Biodiversa+ symposium in Helsinki on 2024-04-16
Joint GBIF Biodiversa+ symposium in  Helsinki on 2024-04-16Joint GBIF Biodiversa+ symposium in  Helsinki on 2024-04-16
Joint GBIF Biodiversa+ symposium in Helsinki on 2024-04-16
 
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...
Iliad webinar 2024-03-13, Accessing and publishing marine biodiversity data i...
 
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...
Modelling Research Expeditions in Wikidata: Best Practice for Standardisation...
 
Ontologies for biodiversity informatics, UiO DSC June 2023
 Ontologies for biodiversity informatics, UiO DSC June 2023 Ontologies for biodiversity informatics, UiO DSC June 2023
Ontologies for biodiversity informatics, UiO DSC June 2023
 
Evacuation of the Kherson herbarium
Evacuation of the Kherson herbariumEvacuation of the Kherson herbarium
Evacuation of the Kherson herbarium
 
2023-05-08 GLIS SAC Rome
2023-05-08 GLIS SAC Rome2023-05-08 GLIS SAC Rome
2023-05-08 GLIS SAC Rome
 
Data and Stats Forum at MINA NMBU - 2023-04-26
Data and Stats Forum at MINA NMBU - 2023-04-26Data and Stats Forum at MINA NMBU - 2023-04-26
Data and Stats Forum at MINA NMBU - 2023-04-26
 
BioDATA final conference in Oslo, November 2022
BioDATA final conference in Oslo, November 2022BioDATA final conference in Oslo, November 2022
BioDATA final conference in Oslo, November 2022
 
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20
GBIF data mobilisation for the Nansen Legacy, Tromsø, 2022-09-20
 
GBIF at Living Norway Open Science Lab 2022-03-03
GBIF at Living Norway Open Science Lab 2022-03-03GBIF at Living Norway Open Science Lab 2022-03-03
GBIF at Living Norway Open Science Lab 2022-03-03
 
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...
GBIF & GRScicoll, Høstseminar Norges museumsforbunds Seksjon for natur, 2021-...
 
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19
Råd fra GBIF-Norge til datainfrastrukturutvalget i dialogmøte 2021-11-19
 
The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18The role of biodiversity informatics in GBIF, 2021-05-18
The role of biodiversity informatics in GBIF, 2021-05-18
 
GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021GBIF and Biodiversity informatics for museums, 15 March 2021
GBIF and Biodiversity informatics for museums, 15 March 2021
 
2016-10-12 MUSIT & GBIF - Dataset portals
2016-10-12 MUSIT & GBIF - Dataset portals2016-10-12 MUSIT & GBIF - Dataset portals
2016-10-12 MUSIT & GBIF - Dataset portals
 
2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)2021-01-27--biodiversity-informatics-gbif-(52slides)
2021-01-27--biodiversity-informatics-gbif-(52slides)
 
GBIF and Open Science
GBIF and Open ScienceGBIF and Open Science
GBIF and Open Science
 
FAIR and open biodiversity collection data management
FAIR and open biodiversity collection data managementFAIR and open biodiversity collection data management
FAIR and open biodiversity collection data management
 
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...
BioDATA capacity enhancement curriculum at GBIF GB26 Global Nodes Meeting in ...
 
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019
GBIF-Norway node story lightning talk at GB26 in Leiden, October 2019
 

Recently uploaded

Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Hyundai Motor Group
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetEnjoy Anytime
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 

Recently uploaded (20)

Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your BudgetHyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
Hyderabad Call Girls Khairatabad ✨ 7001305949 ✨ Cheap Price Your Budget
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 

BioDT for the UiO Science section meeting 2023-03-24

  • 1. Biodiversity Digital Twin UiO NHMO SFS Section Meeting 24th March 2023 Dag Endresen – UiO NHMO MaNa BioDT
  • 2. 1. Background Digital twin concept DT concept in BioDT 2. Objectives Project goals and outcomes 3. BioDT Use Cases Practical applications Data streams through the bioRIs - GBIF, eLTER, DiSSCo, LifeWatch, etc. 4. BioDT at UiO NHMO Tøyen Crop wild relative use case National bioRIs implementations Data standards and data quality 2023.03.10 BioDT project – for the SFS section meeting on 24th March 2023 2 Outline
  • 3. What is a digital twin? 2023.03.10 3
  • 4. Virtual representation(s) of real-world entities and processes, synchronised at a specified frequency and fidelity 2023.03.10 DT definition from https://www.digitaltwinconsortium.org/ 4 The DT concept in BioDT Image: digital-strategy.ec.europa.eu
  • 5. 26 April 2023 5 Digital Twin concept is gaining widespread use in engineering
  • 6. Wageningen University is developing digital twins for crop plants. Sensors provide real- time data streams to a digital twin model. Simulated experiments can be made with the digital twin. 26 April 2023 6 Digital Twin for crops - WUR
  • 7. Industrial DTs typically facilitate: Product design Operation of machinery In BioDT, DTs are used to: Mimic behaviour observed in nature Meet requirements of BioDT Use Cases Contribute toward EC goal of devising a full DT of the Earth 26 April 2023 7 The DT concept in BioDT
  • 8. Biodiversity Digital Twin (BioDT) 2023.03.10 8
  • 9. 26 April 2023 Horizon Europe -- TOPIC ID: HORIZON-INFRA-2021-TECH-01-01 9 Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities BioDT – Biodiversity Digital Twin 22 partner institutions from 13 countries The total project budget is 12M Euro 1265 PM (105 PY/FTE) UiO NHM budget is 988 427 Euro 81.5 PM (6.79 PY/FTE) – 8% of BioDT
  • 11. 26 April 2023 11 22 partners from 12 countries 1 CSC - IT Center for Science Ltd Finland 2 Trust-IT Srl Italy 3 AE - Commpla Srl Italy 4 VSB - Technical University of Ostrava, IT4I Czech Republic 5 TNO - Netherlands Organisation for Applied Scientific Research Netherlands 6 JYV - University of Jyvaskyla Finland 7 University of Tartu Estonia 8 KTH - Kungliga Tekniska Hoegskolan Sweden 9 Swansea University United Kingdom 10 University of Manchester United Kingdom 11 ECMWF - European centre for medium-range weather forecasts United Kingdom 12 UFZ - Helmholtz-Zentrum fur umweltforschung gmbh Germany 13 UK Centre for Ecology & Hydrology United Kingdom 14 EAA - Umweltbundesamt gesellschaft mit beschrankter haftung Austria 15 University of Helsinki Finland 16 GBIF - Global Biodiversity Information Facility, secretariat Denmark 17 University of Oslo (GBIF Norway) Norway 18 Naturalis - Stichting Naturalis Biodiversity Center Netherlands 19 Senckenberg gesellschaft fur naturforschung Germany 20 E-Science European Infrastr. for Biodiv. and Ecosys. Research Spain 21 Bayer aktiengesellschaft Germany 22 MLU - Martin-Luther Universitat Halle-Wittenberg Germany
  • 12. 26 April 2023 BioDT in a nutshell 12 EU DestinE EU Digital strategy EU Green Deal 4 use case groups 8 use case studies 4 bio RIs GBIF eLTER DiSSCo LifeWatch
  • 13. 26 April 2023 13 BioDT workpackages WP WP title WP Lead PMs 1 Project management CSC, Finland 72 2 Communication, Dissemination, Sustainability, and Impact TRUST-IT, Italy 106 3 Digital Twin Advanced Technical Platform CSC, Finland 153 4 Data and Use Cases GBIFS, Denmark UiO, Norway 301 5 Improving Quality of Data, Workflows, and Models through FAIR Principles Naturalis, NL 99 6 Simulation, Modelling and Data Analytics JYU, Finland UFZ, Germany 300 7 Integration & Service Uptake with Research Infrastructure Environments IT4I@VSB, Czech Republic 148 8 Collaboration and Integration with Strategic Initiatives and Programmes TNO, Netherlands 86 1265
  • 14. Objective 1 Build and deploy pre-operational BioDT platform Objective 2 Integration with RI platforms and workflows Objective 3 Interoperability with European DT initiatives (including DestinE) and European Data Infrastructure 26 April 2023 14 Project objectives
  • 15. Objective 1: Pre-operational BioDT platform Platform established on LUMI Prototype DTs focusing on four Use Case groups Model development and validation Including upscaling for HPC, features for interactive use Platform generalized to serve user needs beyond consortium Outcomes 1 Prototype platform available as service 2 Four use case groups, Eight case studies 3 Improved model predictive performance 4 Increased model accuracy and precision 26 April 2023 https://docs.lumi-supercomputer.eu/ 15 Specific objectives and outcomes
  • 16. Objective 2: Integration with biodiversity RIs Interfaces, user authentication and access Interoperability: data, software, practices Uptake, new user communities, training Including Bring-Your-Own-Data hackathons Outcomes 1 APIs for feeding data to & from BioDT platform 2 FAIR datasets using cross-RI standards and FDOs 3 Quality indicators (e.g. FAIRness, geographic accuracy) 4 Training materials and interoperability workshops 26 April 2023 16 Specific objectives and outcomes
  • 17. Objective 3: Interoperability with DestinE and European DT initiatives Cross-DT synchronisation and showcases Integration with EOSC and ELIXIR (openly available results) Harmonised data and data governance (EU Data Spaces) Contributing to EU ability to adapt actions & policies Outcomes 1 Ingestion of DestinE by BioDT (and data outputs to DestinE) 2 Provision of agglomerated, analysis-ready data by BioDT 3 Shared service catalogue, BioDTs available to EOSC users 4 Synchronisation with other DT initiatives (e.g. Ocean DT) 5 Leveraging ELIXIR infrastructure (e.g. Tools platform) 26 April 2023 17 Specific objectives and outcomes
  • 18. 26 April 2023 Target user groups 18 Target user groups
  • 19. scientific use case studies 2023.03.10 19
  • 21. BioDT team at Tøyen 2023.03.10 https://www.nhm.uio.no/english/research/projects/biodt/ 21
  • 22. Three full time project positions Desalegn Chala Gelete – Task 4.1.2.1 lead – Use case: Crop wild relative digital twin Erik Kusch – Task 4.3.1 lead – biodiversity research data infrastructure Open – Task 4.3.2 lead – data standards and data quality indicators Marcella Rydmark Orwick – liasion WP2, WP7, WP8 Dag Endresen – project leader at UiO Tøyen 26 April 2023 22 BioDT UiO Tøyen core team
  • 24. The European High-Performance Computing Joint Undertaking (EuroHPC JU) is pooling European resources to develop top-of-the-range exascale supercomputers for processing big data, based on competitive European technology. One of the pan-European pre-exascale supercomputers, LUMI, is located in CSC’s data center in Kajaani, Finland. The supercomputer is hosted by the LUMI consortium. The LUMI (Large Unified Modern Infrastructure) consortium countries are Finland, Belgium, Czech Republic, Denmark, Estonia, Iceland, Norway, Poland, Sweden, and Switzerland. LUMI will be one of the world’s best known scientific instruments for the lifespan of 2021–2026. 26 April 2023 https://lumi-supercomputer.eu/about-lumi/ 24 EuroHPC
  • 25. 26 April 2023 25 LUMI is a GPU-accelerated supercomputer GPUs with over 550 Pflop/s 32 TB memory 7 PB flash storage with extreme 2 TB/s bandwidth 30 PB object storage for staging area 80 PB parallel file system
  • 26. Top500 ranks the 500 most powerful non- distributed computer systems in the world. LUMI ranks as #3 (!) 26 April 2023 https://www.top500.org/lists/top500/2022/11/ 26 Top500 most powerful HPC Rank System Cores Rmax (Pflop/s) Rpeak (TFlop/s) Power (kW) 1 Frontier, Oak Ridge, USA 8 730 112 1 102 1 686 21 100 2 Fugaku, Fujitsu, Japan 7 630 848 442 537 29 899 3 LUMI, EuroHPC/CSC, Finland 2 220 288 309 429 6 016 4 Leonardo, EuroHPC/CINECA, Italy 1 463 616 175 256 5 610 68 Dardel GPU, KTH, Sweden 52 864 8 10 146 91 LUMI-C, EuroHPC/CSC, Finland 194 560 6 8 1 216 119 Betzy, UNINETT Sigma2 AS, Norway 172 032 5 6 --
  • 27. BioDT will provide infrastructure to: Drive long-term biodiversity research Maintain commitments to protect biodiversity Safeguard societal resilience BioDT will be used to: Better observe spatiotemporal changes in biodiversity Develop an improved mechanistic understanding of these changes Push limits of predictive biodiversity modelling 26 April 2023 27 Take-home messages