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Energy and Environmental Informatics

Publications

A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods

Yang W, Sparrow SN & Wallom DCH (2024), Applied Energy, 368, 123365-123365

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@article{acomparativecli-2024/8,
  title={A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods},
  author={Yang W, Sparrow SN & Wallom DCH},
  journal={Applied Energy},
  volume={368},
  number={123365},
  pages={123365-123365},
  publisher={Elsevier BV},
  year = "2024"
}

Dynamic and Thermodynamic Control of the Response of Winter Climate and Extreme Weather to Projected Arctic Sea‐Ice Loss

Ye K, Woollings T & Sparrow SN (2024), Geophysical Research Letters, 51(13)

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@article{dynamicandtherm-2024/7,
  title={Dynamic and Thermodynamic Control of the Response of Winter Climate and Extreme Weather to Projected Arctic Sea‐Ice Loss},
  author={Ye K, Woollings T & Sparrow SN},
  journal={Geophysical Research Letters},
  volume={51},
  number={e2024GL109271},
  publisher={Wiley Open Access},
  year = "2024"
}

Specific humidity verification skill of ECMWF weather forecast model in the region of Vietnam

Perez I & Sparrow S (2024)

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@misc{specifichumidit-2024/7,
  title={Specific humidity verification skill of ECMWF weather forecast model in the region of Vietnam},
  author={Perez I & Sparrow S},
  year = "2024"
}

Ensemble of global climate simulations for temperature in historical, 1.5 °C and 2.0 °C scenarios from HadAM4

Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al. (2024), Scientific Data, 11(1)

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@article{ensembleofgloba-2024/6,
  title={Ensemble of global climate simulations for temperature in historical, 1.5 °C and 2.0 °C scenarios from HadAM4},
  author={Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al.},
  journal={Scientific Data},
  volume={11},
  number={578},
  publisher={Nature Research},
  year = "2024"
}

Extreme rainfall and landslides as a response to human-induced climate change: a case study at Baixada Santista, Brazil, 2020

Couto de Souza D, Crespo NM, Vieira da Silva D, Harada LM, Parrode de Godoy RM et al. (2024), Natural Hazards

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@article{extremerainfall-2024/5,
  title={Extreme rainfall and landslides as a response to human-induced climate change: a case study at Baixada Santista, Brazil, 2020},
  author={Couto de Souza D, Crespo NM, Vieira da Silva D, Harada LM, Parrode de Godoy RM et al.},
  journal={Natural Hazards},
  publisher={Springer},
  year = "2024"
}

Event attribution of a midlatitude windstorm using ensemble weather forecasts

Ermis S, Leach NJ, Lott FC, Sparrow SN & Weisheimer A (2024), Environmental Research: Climate, 3(3)

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@article{eventattributio-2024/5,
  title={Event attribution of a midlatitude windstorm using ensemble weather forecasts},
  author={Ermis S, Leach NJ, Lott FC, Sparrow SN & Weisheimer A},
  journal={Environmental Research: Climate},
  volume={3},
  number={035001},
  publisher={IOP Publishing},
  year = "2024"
}

Response of winter climate and extreme weather to projected Arctic sea-ice loss in very large-ensemble climate model simulations

Ye K, Woollings T, Sparrow SN, Watson PAG & Screen JA (2024), npj Climate and Atmospheric Science, 7(1)

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@article{responseofwinte-2024/1,
  title={Response of winter climate and extreme weather to projected Arctic sea-ice loss in very large-ensemble climate model simulations},
  author={Ye K, Woollings T, Sparrow SN, Watson PAG & Screen JA},
  journal={npj Climate and Atmospheric Science},
  volume={7},
  number={20},
  publisher={Springer Nature},
  year = "2024"
}

Author Correction: Response of winter climate and extreme weather to projected Arctic sea-ice loss in very large-ensemble climate model simulations

Ye K, Woollings T, Sparrow SN, Watson PAG & Screen JA (2024), npj Climate and Atmospheric Science, 7(1), 29

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@article{authorcorrectio-2024/1,
  title={Author Correction: Response of winter climate and extreme weather to projected Arctic sea-ice loss in very large-ensemble climate model simulations},
  author={Ye K, Woollings T, Sparrow SN, Watson PAG & Screen JA},
  journal={npj Climate and Atmospheric Science},
  volume={7},
  number={29},
  pages={29},
  publisher={Springer Science and Business Media LLC},
  year = "2024"
}

Global gridded dataset of Heating Degree Days and Cooling Degree Days under three climate scenarios: historical, 1.5°C and 2°C

Lizana J, Miranda ND, Sparrow SN, Wallom DCH, Khosla R et al. (2024)

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BibTeX
@misc{globalgriddedda-2024/1,
  title={Global gridded dataset of Heating Degree Days and Cooling Degree Days under three climate scenarios: historical, 1.5°C and 2°C},
  author={Lizana J, Miranda ND, Sparrow SN, Wallom DCH, Khosla R et al.},
  year = "2024"
}

Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone

Abdelaziz S, Sparrow S, Hua W & Wallom D (2023), Applied Energy, 354(B)

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@article{assessinglongte-2023/11,
  title={Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow S, Hua W & Wallom D},
  journal={Applied Energy},
  volume={354},
  number={122218},
  publisher={Elsevier},
  year = "2023"
}

Assessing the impact of climate change on the cost of production of green ammonia from offshore wind

Hatton L, Bañares-Alcántara R, Sparrow S, Lott F & Salmon N (2023), International Journal of Hydrogen Energy, 49(D), 635-643

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@article{assessingtheimp-2023/11,
  title={Assessing the impact of climate change on the cost of production of green ammonia from offshore wind},
  author={Hatton L, Bañares-Alcántara R, Sparrow S, Lott F & Salmon N},
  journal={International Journal of Hydrogen Energy},
  volume={49},
  pages={635-643},
  publisher={Elsevier},
  year = "2023"
}

Optimising multi-factor assistance in a deep learning-based electricity forecasting model with climate resilience: an Australian case study

Yang W, Sparrow SN & Wallom DCH (2023), 00, 1-5

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@inproceedings{optimisingmulti-2023/10,
  title={Optimising multi-factor assistance in a deep learning-based electricity forecasting model with climate resilience: an Australian case study},
  author={Yang W, Sparrow SN & Wallom DCH},
  booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  pages={1-5},
  year = "2023"
}

Extreme wind gust impact on UK offshore wind turbines: long-term return level estimation

Abdelaziz S, Sparrow SN, Hua W & Wallom D (2023), 2023 IEEE Power & Energy Society General Meeting (PESGM), 1-5

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@inproceedings{extremewindgust-2023/9,
  title={Extreme wind gust impact on UK offshore wind turbines: long-term return level estimation},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  booktitle={2023 IEEE Power & Energy Society (PES) General Meeting (GM)},
  pages={1-5},
  year = "2023"
}

Physically based equation representing the forcing-driven precipitation in climate models

Lee D, Sparrow SN, Min S-K, Yeh S-W & Allen M (2023), Environmental Research Letters, 18(9)

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@article{physicallybased-2023/9,
  title={Physically based equation representing the forcing-driven precipitation in climate models},
  author={Lee D, Sparrow SN, Min S-K, Yeh S-W & Allen M},
  journal={Environmental Research Letters},
  volume={18},
  number={094063},
  publisher={IOP Publishing},
  year = "2023"
}

Future climate change impact on wind gust for offshore wind turbines cut-out within the UK exclusive economic zone

Abdelaziz S, Sparrow SN, Hua W & Wallom D (2023), 2023 IEEE Green Technologies Conference (GreenTech), 10-14

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@inproceedings{futureclimatech-2023/7,
  title={Future climate change impact on wind gust for offshore wind turbines cut-out within the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  booktitle={Fifteenth Annual IEEE Green Technologies (GreenTech) Conference},
  pages={10-14},
  year = "2023"
}

Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C

Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al. (2023), Nature Sustainability, 6(11), 1326-1330

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@article{changeincooling-2023/7,
  title={Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C},
  author={Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al.},
  journal={Nature Sustainability},
  volume={6},
  pages={1326-1330},
  publisher={Springer Nature},
  year = "2023"
}

Author Correction: Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C

Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al. (2023), Nature Sustainability, 1-1

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@article{authorcorrectio-2023/7,
  title={Author Correction: Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C},
  author={Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al.},
  journal={Nature Sustainability},
  pages={1-1},
  publisher={Springer Science and Business Media LLC},
  year = "2023"
}

Using deep learning for an analysis of atmospheric rivers in a high-resolution large ensemble climate data set

Higgins TB, Subramanian AC, Graubner A, Kapp‐Schwoerer L, Watson PAG et al. (2023), Journal of Advances in Modeling Earth Systems, 15(4)

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@article{usingdeeplearni-2023/4,
  title={Using deep learning for an analysis of atmospheric rivers in a high-resolution large ensemble climate data set},
  author={Higgins TB, Subramanian AC, Graubner A, Kapp‐Schwoerer L, Watson PAG et al.},
  journal={Journal of Advances in Modeling Earth Systems},
  volume={15},
  number={e2022MS003495},
  publisher={American Geophysical Union},
  year = "2023"
}

A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas

Yang W, Sparrow SN & Wallom DCH (2023)

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BibTeX
@misc{ageneralisedmul-2023/4,
  title={A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas},
  author={Yang W, Sparrow SN & Wallom DCH},
  year = "2023"
}

Human contribution to the risk of 2021 Northwestern Pacific concurrent marine and terrestrial summer heat

Tang H, Wang J, Chen Y, Tett SFB, Sun Y et al. (2023), Bulletin of the American Meteorological Society, 104(3), E673-E679

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@article{humancontributi-2023/3,
  title={Human contribution to the risk of 2021 Northwestern Pacific concurrent marine and terrestrial summer heat},
  author={Tang H, Wang J, Chen Y, Tett SFB, Sun Y et al.},
  journal={Bulletin of the American Meteorological Society},
  volume={104},
  pages={E673-E679},
  publisher={American Meteorological Society},
  year = "2023"
}