Brutal field trip provided new insights into Arctic winter

Hi all, We are excited to announce an upcoming workshop, "Technological Advances in Climate Modelling", taking place June 15–19 at Bjerknes. We have invited five climate model developers to lead a mix of talks and hands-on sessions throughout the week. The current program is as follows (subject to change): • Monday morning: Introduction to Julia and script-based and interactive ESM modelling • Monday afternoon: Introduction to GPU modelling • Tuesday morning: Hands-on experiments using Oceananigans (ocean), SpeedyWeather (atmosphere), and Terrarium (land surface) • Tuesday afternoon: TBD – possibly biogeochemistry-focused • Wednesday morning: Hybrid physics–ML modelling, differentiable ESM modelling, and more • Wednesday afternoon: A bit of continuation from the morning, and afterwards we will have a couple of hours for discussions and general questions of everything introduced since Monday • Thursday morning: Coupled ocean–atmosphere simulations using script-based and interactive ESM modelling (it can be easier than you think!) • Thursday afternoon: Coupled atmosphere–ocean large eddy simulation (LES) / nonhydrostatic modelling, with examples such as prescribed sea-ice leads or complex topography • Friday: TBD; more discussion time This workshop is designed to cater to a wide range of experience levels — from those running their first ocean, atmosphere, or land surface simulation, to seasoned modellers looking to deepen their knowledge of GPU computing, hybrid physics–ML approaches, and more. The introduction and hands-on sessions on Monday and Tuesday in particular are aiming to be beginner friendly, even if you have never approached a model, or Julia/GPUs, before. You are welcome to join only the sessions most relevant to you; there is no expectation to attend the full week. Our guest experts will be around for most of the week and will be available to discuss and help you get started. We are also in discussions with Sigma2 about using their new supercomputer Olivia, which is equipped with the latest-generation GPUs and opens up exciting new possibilities for climate modelling. A sign-up sheet will be circulated after Easter, once the program is finalised. In the meantime, we encourage you to block the week in your calendar if you are interested in joining. Do not hesitate to get in touch if you have any questions — we look forward to seeing many of you there! Best regards, Kjersti Daae, Guillaume Boutin, and Andreas Klocker

Abstract Achieving Norway’s 2050 climate target will likely require large-scale carbon dioxide removal (CDR) to offset residual emissions. As interest in marine CDR grows, robust regional assessments are needed to evaluate its role in Norway’s climate mitigation portfolio. Ocean Alkalinity Enhancement (OAE) is a promising approach, but its CO2-removal efficiency, environmental impacts, and economic viability remain poorly constrained at regional scales. We present a coupled biogeochemical-economic framework to quantify the CO2-removal potential, carbonate-system impacts, and techno-economics of slaked-lime (Ca(OH)2) addition in the Norwegian Sea, focusing on a region centred on Ocean Weather Station M. A seasonally resolved two-box carbonate-system model, including air–sea gas exchange, biological carbon cycling, vertical mixing, and convective overturning, is solved with PyCO2SYS and forced by observational climatologies and NorESM2-LM climate-change signals under SSP1-2.6, SSP2-4.5, and SSP5-8.5. Simulated deployment occurs from 2030 to 2050. Additional CO2 uptake is coupled to a regional integrated assessment model that accounts for lime supply-chain costs and emissions, enabling estimates of net removals, cost curves, and break-even carbon prices relative to the EU ETS, Norwegian carbon tax, and voluntary carbon markets. Across deployment rates of 50-350 kt month-1, gross removal efficiency is 0.81-0.84 tCO2 per t Ca(OH)2, increasing under higher-emission scenarios and declining slightly with dose. Supply-chain emissions reduce net removals by 9-13%. OAE lowers surface-ocean pCO2 by up to ~75 µatm and increases surface pH (up to +0.07) and calcite saturation state (up to +0.5) during deployment. However, these effects remain largely confined to surface waters and dissipate after deployment ceases, with minimal changes in the deep ocean. Break-even costs of ~270-290 USD tCO2-1 exceed current EU ETS and Norwegian carbon-tax levels, rendering offshore OAE economically unattractive under present policy conditions. While OAE could contribute to Norway’s future CDR portfolio, large-scale deployment will require stronger policy support. Speaker information Lotta Thaller is a doctoral candidate at Kiel University and a researcher in the Global Commons and Climate Policy group at the Kiel Institute for the World Economy. Her research focuses on the economics and governance of carbon dioxide removal (CDR), combining climate-economic modelling with policy analysis to assess the role of CDR technologies in climate change mitigation. Within the Horizon Europe project SEAO2-CDR, she investigates how marine CDR can be represented in Integrated Assessment Models. She studied Economics at the University of Hamburg and holds a Master's degree in Environmental and Resource Economics from Kiel University. Her recent work has examined demand and supply for CDR and contributed to research on country-level social cost of carbon estimates and the valuation of natural carbon sinks

Instead of the workshop that was initially planned, we have opted for a smaller format with two invited talks and a discussion session: Huiji Lee: Alkalinity Redistribution Leads to Weakened Global Ocean CO₂ Uptake Pushpak Nadar: Enhanced Antarctic Intermediate Water Ventilation During Past AMOC Weakening and Implications for Thermocline Biogeochemistry Both speakers will present their work in a way that is accessible to a broad audience. After the talks, Are will lead a discussion session, followed by a joint lunch. We also hope that Ralph Keeling will be able to join us. Time: 23 June, 11:00–13:00 Lunch: Provided free of charge If you would like to attend, please fill out the registration form by 12 June (so that we know how much lunch we should order): Carbon Theme meeting, 23.06., 11-13h – Fill out form