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Academic Journal

Toward an Analytical Solution of the Liouville Equation via Data‐Driven Methods: Applications to Ensemble Forecasting.

Authors : Tseng, Kai‐Chih¹ (AUTHOR) ; Kuo, Ray¹ (AUTHOR); Feng, Yi‐An¹ (AUTHOR)

Subjects: *Weather forecasting; Probability forecasts (Meteorology); Statistical learning

Source: Journal of Advances in Modeling Earth Systems. Apr2026, Vol. 18 Issue 4, p1-17. 17p.

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Academic Journal

The development and implementation of a human-caused wildland fire occurrence prediction system for the province of Ontario, Canada.

Authors : Woolford, Douglas G.¹ ; Martell, David L.^1,2; McFayden, Colin B.³

Subjects: *Wildfires; *Fire management; Supervised learningOntario

Source: Canadian Journal of Forest Research. 2021, Vol. 51 Issue 2, p303-325. 23p.

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Academic Journal

FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation.

Authors : Bouabid, Shahine¹ (AUTHOR) ; Sejdinovic, Dino² (AUTHOR); Watson‐Parris, Duncan³ (AUTHOR)

Subjects: *Climatology; *Radiative forcing; Surface temperatureIntergovernmental Panel on Climate Change

Source: Journal of Advances in Modeling Earth Systems. Jun2024, Vol. 16 Issue 6, p1-53. 53p.

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Academic Journal

On the limitations of deep learning for statistical downscaling of climate change projections: The transferability and the extrapolation issues.

Authors : Hernanz, Alfonso¹ (AUTHOR) ; Correa, Carlos¹ (AUTHOR); Sánchez‐Perrino, Juan‐Carlos¹ (AUTHOR)

Subjects: Downscaling (Climatology); Convolutional neural networks; Deep learning

Source: Atmospheric Science Letters (John Wiley & Sons, Inc. ). Feb2024, Vol. 25 Issue 2, p1-12. 12p.

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Academic Journal

A short-term wind speed prediction method based on the BLS–RVM hybrid model.

Authors : Geng, Jianchun¹ (AUTHOR); Wen, Lili² (AUTHOR)

Subjects: *Noise control; *Spectrum analysis; Wind forecasting

Source: International Journal of Low Carbon Technologies. 2024, Vol. 19, p613-618. 6p.

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Academic Journal

A critical view on the suitability of machine learning techniques to downscale climate change projections: Illustration for temperature with a toy experiment.

Authors : Hernanz, Alfonso¹ (AUTHOR) ; García‐Valero, Juan Andrés² (AUTHOR); Domínguez, Marta¹ (AUTHOR)

Subjects: *Climate change; Downscaling (Climatology); Support vector machines

Source: Atmospheric Science Letters (John Wiley & Sons, Inc. ). Jun2022, Vol. 23 Issue 6, p1-9. 9p.

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Academic Journal

A Global Flood Risk Modeling Framework Built With Climate Models and Machine Learning.

Authors : Carozza, David A.¹ (AUTHOR) ; Boudreault, Mathieu¹ (AUTHOR)

Subjects: *Natural disasters; *Hydrologic cycle; Atmospheric models

Source: Journal of Advances in Modeling Earth Systems. Apr2021, Vol. 13 Issue 4, p1-21. 21p.

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Academic Journal

Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events.

Authors : Mascolo, Valeria¹ (AUTHOR); Lovo, Alessandro¹ (AUTHOR); Herbert, Corentin¹ (AUTHOR)

Subjects: *Extreme weather; *Weather forecasting; *Heat waves (Meteorology)

Source: Journal of Advances in Modeling Earth Systems. Jun2025, Vol. 17 Issue 6, p1-35. 35p.

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Academic Journal

Statistical Methodology in Studies of Prenatal Exposure to Mixtures of Endocrine-Disrupting Chemicals: A Review of Existing Approaches and New Alternatives.

Authors : Lazarevic, Nina¹ ; Barnett, Adrian G.²; Sly, Peter D.³

Subjects: *Dose-response relationship in biochemistry; Medical information storage & retrieval systems; Evaluation of medical care

Source: Environmental Health Perspectives. Feb2019, Vol. 127 Issue 2, p1-24. 24p. 1 Diagram, 2 Charts.

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Academic Journal

Vapnik's learning theory applied to energy consumption forecasts in residential buildings.

Authors : Lai, Florence^1,2 (AUTHOR) ; Magoulès, Frédéric¹ (AUTHOR); Lherminier, Fred³ (AUTHOR)

Subjects: *Energy conservation; *Electric power conservation; *Residential energy conservation

Source: International Journal of Computer Mathematics. Oct2008, Vol. 85 Issue 10, p1563-1588. 26p. 3 Diagrams, 5 Charts, 17 Graphs.

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Toward an Analytical Solution of the Liouville Equation via Data‐Driven Methods: Applications to Ensemble Forecasting.

The development and implementation of a human-caused wildland fire occurrence prediction system for the province of Ontario, Canada.

FaIRGP: A Bayesian Energy Balance Model for Surface Temperatures Emulation.

On the limitations of deep learning for statistical downscaling of climate change projections: The transferability and the extrapolation issues.

A short-term wind speed prediction method based on the BLS–RVM hybrid model.

A critical view on the suitability of machine learning techniques to downscale climate change projections: Illustration for temperature with a toy experiment.

A Global Flood Risk Modeling Framework Built With Climate Models and Machine Learning.

Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events.

Statistical Methodology in Studies of Prenatal Exposure to Mixtures of Endocrine-Disrupting Chemicals: A Review of Existing Approaches and New Alternatives.

Vapnik's learning theory applied to energy consumption forecasts in residential buildings.

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