The sea doesn't feel fishing, then wind, then warming, one at a time. It feels all of them at once. So why do we still manage them separately? New on the EcoTwin blog: why the ocean can't be managed one problem at a time. ecotwinproject.eu/post/one-sea... #EcoTwin #DigitalTwin

Sparsification is how a model learns what to leave out, and why the result is usually closer to the truth. New on the EcoTwin blog, in plain terms: ecotwinproject.eu/post/sparsif... #EcoTwin #DigitalTwin #Modelling

Europe plans 300 GW of offshore wind by 2050. Reef effects, construction noise, cable EMFs, fishing displacement — the ecological picture is complex. New on the EcoTwin blog: ecotwinproject.eu/post/offshor... #EcoTwin #MarineSpatialPlanning

How do you manage a multi-stressor landscape with limited monitoring and tight budgets? At "Environment and Economy" in Kavala, EcoTwin's Digital Twin approach turns monitoring from retrospective data collection into predictive governance. ecotwinproject.eu/post/ecotwin... #EcoTwin

Warming causes the bloom, or does the bloom cause the warming signal? Our latest post explains why correlation ≠ causation in marine data — no statistics PhD required. ecotwinproject.eu/post/causal-... #EcoTwin #MarineScience #CausalInference

A tanker fractures, weather grounds the satellites, and 60 km of coastline is hit. How do you forecast where the oil goes? New on the EcoTwin blog, our team's #EGU26 presentation: ecotwinproject.eu/post/ecotwin...

LLMs can help marine scientists synthesise literature and fill data gaps. They can't reason about causation or replace domain expertise. Our latest blog takes an honest look at both sides. ecotwinproject.eu/post/what-ge... #EcoTwin #MarineScience #GenerativeAI

Marine models keep getting better at biology — but most still ignore how people actually behave. Fishing effort isn't constant. Tourism pressure isn't predictable. The social data gap is real. ecotwinproject.eu/post/the-dat... #EcoTwin #MarineScience #SocioEcologicalSystems #DigitalTwin

A jet engine has known components and fixed physics. An ecosystem doesn't. Digital twins work for both — just not in the same way. New on the EcoTwin blog: what "twinning" actually means when the system is alive. ecotwinproject.eu/post/digital... #EcosystemModelling #EcoTwin #DigitalTwin

We've catalogued ~250,000 marine species. At least 750,000 more remain unknown. Now try building a model of how they all interact. New on the EcoTwin blog — why the ocean is so hard to simulate, and why we keep at it: ecotwinproject.eu/post/why-mar... #MarineScience #OceanModelling

Graph Neural Networks can help reveal causal relationships in marine systems. ecotwinproject.eu/post/graph-n... #EcoTwin #AI #CausalInference #DigitalTwins

From uncertainty to insight. EcoTwin shows how Bayesian networks can support both probabilistic and causal analysis in marine systems. ecotwinproject.eu/post/bayesia... #EcoTwin #Bayesian #OceanPolicy #EBFM #HorizonEurope

Causal questions need causal tools. EcoTwin explains how the do operator and causal graphs help predict the effects of marine interventions. ecotwinproject.eu/post/the-do-... #EcoTwin #CausalInference #OceanPolicy

Ecopath with Ecosim as a causal model… how its trophic networks align naturally with causal inference. Read More: ecotwinproject.eu/post/ecosyst... #EcoTwin #MarineScience #CausalInference #HorizonEurope

We are busy planning the second @surimi-project.bsky.social stakeholder workshop where we will show a first prototype of the fisheries dynamics models tools being developed. Workshop taking place in May in Brussels. Interested? Sign up to our Stakeholder Forum: docs.google.com/forms/d/e/1F...

From the 4-Oceans Workshop in Dublin.. EcoTwin are using the Global Leviathan Database + machine learning to explore how climate, ecology and human activity shaped historic whaling. 🐋 #MarineEcosystems #HistoricalEcology #ClimateResearch #EcoTwin #4Oceans ecotwinproject.eu/post/underst...

What makes some marine systems resilient while others remain vulnerable. New insights from EcoTwin show how causal models clarify the drivers of change. Read the article: ecotwinproject.eu/post/ocean-r... #EcoTwin #OceanPolicy #CausalInference

Connecting Communities and Marine Life outlines how the links between human activity and ocean health can support more sustainable coastal decision making. Read the article: ecotwinproject.eu/post/connect... #EcoTwin #HorizonEurope #DigitalTwinOcean #BlueEconomy

SEAtwins unites SEADOTs, SEADITO, SURIMI and EcoTwin to link human and ecological data and improve marine decision-making. Read the article here: ecotwinproject.eu/post/seatwin... #EcoTwin #UNOceanDecade #SEAtwins #HorizonEurope #DigitalTwinOcean