基本信息
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Bio
Gustau is interested in developing AI and causality methods to tackle relevant environmental and societal problems. From detecting and forecasting extreme events (like droughts, heatwaves and floods), to improve Earth models with AI emulation and novel parameterizations, as well as explaining complex systems like the interconnected Earth with causality and equation discovery. He loves tackling crucial challenges in Earth and climate sciences using and developing methods of modern AI. In the last years, Gustau has been at the forefront of AI for tackling relevant socio-economic problems for the humanitarian sector, like modeling and understanding climate-induced migrations, differential vulnerability aggravated by climate change, and the impact of humanitarian aid in food crises. You can get a visual feeling of what I do in this video.
Research Interests
Papers共 621 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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IEEE J Sel Top Appl Earth Obs Remote Sens (2025): 1896-1911
IEEE Trans Pattern Anal Mach Intellno. 2 (2025): 1293-1308
Chaonan Ji, Tonio Fincke,Vitus Benson,Gustau Camps-Valls, Miguel-Ángel Fernández-Torres,Fabian Gans,Guido Kraemer,Francesco Martinuzzi,David Montero,Karin Mora, Oscar J. Pellicer-Valero, Claire Robin,Maximilian Söchting,Mélanie Weynants,Miguel D. Mahecha
Scientific Datano. 1 (2025): 1-10
REMOTE SENSING OF ENVIRONMENT (2024)
IGARSSpp.1546-1552, (2024)
CoRR (2024)
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arxiv(2024)
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Author Statistics
#Papers: 621
#Citation: 35658
H-Index: 83
G-Index: 179
Sociability: 7
Diversity: 3
Activity: 46
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- 合作者
- 学生
- 导师
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