Cover Image

ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Sungduk, White, Brian L., Bhiwandiwalla, Anahita, Hinck, Musashi, Olson, Matthew Lyle, Gurwicz, Yaniv, Rohekar, Raanan Y., Nguyen, Tung, Lal, Vasudev
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning Atmospheric and Oceanic Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
by: Yu, Sungduk, et al.
Published: (2023)

A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
by: Rohekar, Raanan Y., et al.
Published: (2024)

A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain
by: Pfreundschuh, Simon, et al.
Published: (2025)

Stress-testing the coupled behavior of hybrid physics-machine learning climate simulations on an unseen, warmer climate
by: Lin, Jerry, et al.
Published: (2024)

Regularized Fingerprinting with Linearly Optimal Weight Matrix in Detection and Attribution of Climate Change
by: Li, Haoran, et al.
Published: (2025)

Detection of Temporal Variability in U.S. Climate Using Harmonic and Wavelet Decomposition
by: Xiao, Thomas
Published: (2025)

Detecting the Indian Monsoon using Topological Data Analysis
by: Alvarado, Enrique, et al.
Published: (2025)

The Reality of Climate Change: Evidence, Impacts and Engineering Solutions
by: Lu, Sihua
Published: (2024)

SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
by: Mouatadid, Soukayna, et al.
Published: (2021)

Projecting Hurricane Risk in Atlantic Canada under Climate Change
by: Naeini, Saeed Saviz, et al.
Published: (2025)

Multiscale Dynamics of Heatwave Persistence and Intensity Under Climate Change
by: Ferdous, Md Tasim, et al.
Published: (2026)

Nonlocal, Pattern-aware Response and Feedback Framework for Regional Climate Change
by: Kooloth, Parvathi, et al.
Published: (2024)

Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations
by: Behrens, Gunnar, et al.
Published: (2024)

Causal Climate Emulation with Bayesian Filtering
by: Hickman, Sebastian, et al.
Published: (2025)

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
by: Verma, Yogesh, et al.
Published: (2024)

Deep Learning Reconstruction of Tropical Cyclogenesis in the Western North Pacific from Climate Reanalysis Dataset
by: Le, Duc-Trong, et al.
Published: (2025)

Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
by: Hu, Zeyuan, et al.
Published: (2024)

A Novel Dynamic Bias-Correction Framework for Hurricane Risk Assessment under Climate Change
by: Snaiki, Reda, et al.
Published: (2025)

The Interdecadal Bipolar Oscillation: An Atmospheric Water Vapor Mode Driving Asynchronous Polar Climate Change
by: Wang, Hongyu, et al.
Published: (2026)

Substantial Risk of 21st Century AMOC Tipping even under Moderate Climate Change
by: van Westen, René M., et al.
Published: (2024)

A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data
by: Veillette, Mark S., et al.
Published: (2024)

Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset
by: Yu, Sungduk, et al.
Published: (2023)

Detecting and Attributing Change in Climate and Complex Systems: Foundations, Green's Functions, and Nonlinear Fingerprints
by: Lucarini, Valerio, et al.
Published: (2022)

Assessing Future Wind Energy Potential under Climate Change: The Critical Role of Multi-Model Ensembles in Robustness Assessment
by: Lira-Loarca, Andrea, et al.
Published: (2025)

Effects of Climate Change on Moroccan Coastal Upwelling: Relationships between the NAO, Upwelling Index, and Sea Surface Temperature (1978-2024)
by: Abdioui, Mohammed El
Published: (2025)

Leveraging Climate Services to Build Climate Resilient Power Systems
by: Dubus, Laurent, et al.
Published: (2026)

Bayesian Inference for Stochastic Predictions of Non-Gaussian Systems with Applications in Climate Change
by: Tong, Yunjin
Published: (2024)

Livestock, Methane and Climate
by: Alexander, D., et al.
Published: (2026)

Tropopause Detection and Analysis in the Mid Latitude Region
by: Abdioui, Mohammed El
Published: (2025)

Impacts of Climate Change on Photovoltaic Potential in Africa
by: Lu, Eva, et al.
Published: (2025)

Building Ocean Climate Emulators
by: Subel, Adam, et al.
Published: (2024)

Rapid Climate Model Downscaling to Assess Risk of Extreme Rainfall in Bangladesh in a Warming Climate
by: Saha, Anamitra, et al.
Published: (2024)

Near-surface Extreme Wind Events and Their Responses to Climate Forcings in a Hierarchy of Global Climate Models
by: Zhang, G., et al.
Published: (2026)

Climate Downscaling with Stochastic Interpolants (CDSI)
by: Larsson, Erik, et al.
Published: (2026)

Hydrologic Cycle Weakening in Hothouse Climates
by: Liu, Jiachen, et al.
Published: (2024)

Assessment of Abrupt Shifts in CMIP6 Models using Edge Detection
by: Terpstra, Sjoerd, et al.
Published: (2024)

Predicting Coastal Water Levels in the Context of Climate Change Using Kolmogorov-Zurbenko Time Series Analysis Methods
by: Loneck, Barry, et al.
Published: (2024)

Origin and Limits of Invariant Warming Patterns in Climate Models
by: Giani, Paolo, et al.
Published: (2024)

Predictability of Storms in an Idealized Climate Revealed by Machine Learning
by: Yao, Wuqiushi, et al.
Published: (2025)

Climate network and complexity based ENSO forecast for 2026
by: Ludescher, Josef, et al.
Published: (2026)