$CLIM climate

Latest papers

1. Debate to Deceive: Poisoning LLM's Fact-Checking via Game-Theoretic Multi-Agent Debate cs.AI · 05 Nov · 1 hit

   …conditioned on that strategy and the debate context. On four fact-checking benchmarks (FEVER, HealthVer, CLIMATE-FEVER, and SciFact), D2D substantially outperforms existing attacks and evades most defenses.

2. TitanMPAS - a new global and regional Titan atmospheric circulation model. Part I: Global model results astro-ph.EP · 05 Nov · 1 hit

   We developed TitanMPAS, a new Titan global and regional climate model, to simulate atmospheric dynamics and methane cycles. It integrates the non-hydrostatic MPAS…

3. National-scale mapping of tree species composition in Switzerland from high-resolution aerial imagery and multimodal data cs.CV · 05 Nov · 3 hits

   Tree-species composition shapes forest productivity and how forests respond to climate disturbances such as drought, windthrow and insect outbreaks. Yet most national forest maps assign…

4. Estimating ensemble-mean anomaly correlations and the ratio of predictable components using an unbiased estimate of the predictable signal variance physics.ao-ph · 05 Nov · 1 hit

   …ensemble mean forecasts and observations is a frequently-used metric of forecast quality in the weather and climate prediction communities. However, uncorrected estimates of $r$ are biased towards zero at finite…

5. MSR-CP: A Modified Segmented Regression Approach to Change Point Estimation in Rainfall Patterns in West Bengal stat.ME · 05 Nov · 2 hits

   …point detection methods and identify their limitations in capturing gradual changes commonly observed in climate data. To address these limitations, we discuss an extension of the traditional segmented regression…

6. Adversarial Multiplicity: Cherry-Picked Models and the Limits of Disclosure cs.LG · 05 Nov · 1 hit

   …full access to code and data. Even aggregate estimates can be manipulated: a model's estimated effect of climate change on wildfires can be fully reversed by hard edits and soft search. We find the Reconcile…

7. An analytical framework for atmospheric tides on rocky planets. II. Semidiurnal thermotidal torque astro-ph.EP · 04 Nov · 1 hit

   …strength. This acceleration drives planets away from synchronous rotation, thereby affecting their climate, large-scale circulation, and surface conditions. These implications underline the need to better…

8. Evaluating the prediction of subgrid eddy kinetic energy from a machine learning model physics.ao-ph · 04 Nov · 1 hit

   Global climate model resolution is still too coarse to fully resolve mesoscale processes, therefore subgrid closures…