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#climate-ai News & Analysis

2 articles tagged with #climate-ai. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Jun 117/10
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AI4Land: Scalable Deep Learning for Global High-Resolution Land Use Reconstruction

AI4Land presents a deep learning framework using U-Net architecture to generate high-resolution reconstructions of historical land use and cover data by combining coarse satellite imagery with geophysical features. The system aims to reduce uncertainties in climate modeling and carbon cycle projections while enabling real-time coupling with digital twin platforms for climate simulation.

AIBullisharXiv – CS AI · Jun 107/10
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MMClima: A Framework for Multimodal Climate Science Data and Evaluation

Researchers introduce MMClima, a large-scale multimodal framework containing 104k+ expert-validated QA pairs for climate science across text, video, and figures. The project benchmarks state-of-the-art multimodal AI models and releases a fine-tuned baseline model, evaluation tools, and dataset to standardize climate science AI evaluation.