Machine-learning-based evidence and attribution mapping of 100,000 climate impact studies M Callaghan, CF Schleussner, S Nath, Q Lejeune, TR Knutson, ... Nature climate change 11 (11), 966-972, 2021 | 145 | 2021 |
Extreme Atlantic hurricane seasons made twice as likely by ocean warming P Pfleiderer, S Nath, CF Schleussner Weather and Climate Dynamics 3 (2), 471-482, 2022 | 14 | 2022 |
MESMER-M: an Earth System Model emulator for spatially resolved monthly temperatures S Nath, Q Lejeune, L Beusch, CF Schleussner, SI Seneviratne Earth System Dynamics Discussions 2021, 1-38, 2021 | 12 | 2021 |
Changes in land cover and management affect heat stress and labor capacity A Orlov, S De Hertog, F Havermann, S Guo, F Luo, I Manola, W Thiery, ... Earth's Future 11 (3), e2022EF002909, 2023 | 5 | 2023 |
MESMER-M: an Earth system model emulator for spatially resolved monthly temperature, Earth Syst. Dynam., 13, 851–877 S Nath, Q Lejeune, L Beusch, SI Seneviratne, CF Schleussner | 5 | 2022 |
Signal-separated multi-year monthly hourly mean values of near-surface temperature, relative humidity, solar radiation, wet bulb glob temperature, environmental stress index … A Orlov, S De Hertog, F Havermann, S Guo, F Luo, I Manola, W Thiery, ... DKRZ, 2023 | 1 | 2023 |
TIMBER v0. 1: a conceptual framework for emulating temperature responses to tree cover change S Nath, L Gudmundsson, J Schwaab, G Duveiller, SJ De Hertog, S Guo, ... Geoscientific Model Development 16 (14), 4283-4313, 2023 | 1 | 2023 |
Representing natural climate variability in an event attribution context: Indo-Pakistani heatwave of 2022 S Nath, M Hauser, DL Schumacher, Q Lejeune, L Gudmundsson, ... Weather and Climate Extremes, 100671, 2024 | | 2024 |
A public database of future heat stress in 140 cities to examine the potential for heat reduction via climate-smart urban development Q Lejeune, N Souverijns, S Georgiou, N Schwind, S Ali, TC Lourenço, ... EGU24, 2024 | | 2024 |
Exploring Multivariate Emulation Frameworks Using Monthly Mean Temperature and Monthly Mean Precipitation as an Example S Schöngart, L Gudmundsson, M Hauser, Q Lejeune, P Pfleiderer, S Nath, ... AGU23, 2023 | | 2023 |
Extending MESMER-M to jointly emulate Earth System Model temperature and precipitation realizations S Schöngart, Q Lejeune, L Gudmundsson, S Nath, S Seneviratne, ... EGU General Assembly Conference Abstracts, EGU-16600, 2023 | | 2023 |
Emulator-enhanced extreme event attribution for data scarce developing countries F Saeed, S Nath, P Candela, Q Lejeune, L Gudmundsson, M Hauser, ... EGU General Assembly Conference Abstracts, EGU-16457, 2023 | | 2023 |
Benchmarking CMIP6 Earth System Models using MESMER-M climate emulator trained on observational data T Pelser, S Nath, Q Lejeune, L Beusch, L Gudmundsson, SI Seneviratne, ... EGU23, 2023 | | 2023 |
Exploring the role of monthly Earth System Model emulators: Application Areas and Use Cases S Nath ETH Zurich, 2023 | | 2023 |
Towards integration of LCLM feedbacks within climate models: an emulator approach S Nath, Q Lejeune, S Seneviratne, CF Schleussner EGU General Assembly Conference Abstracts, EGU22-5515, 2022 | | 2022 |
Contributions of atmospheric circulation and sea surface temperature warming to the increase in Atlantic tropical cyclone activity over the recent decades P Pfleiderer, S Nath, CF Schleussner AGU Fall Meeting Abstracts 2021, A11F-02, 2021 | | 2021 |
Studying dynamic and thermodynamic influences on hurricane activity with a tropical cyclone emulator P Pfleiderer, S Nath, A Jaye, CF Schleussner EGU General Assembly Conference Abstracts, EGU21-8399, 2021 | | 2021 |
Integrating Land Cover and Land Management feedbacks into climate models: an emulator approach Q Lejeune, S Nath, C Schleussner, J Schwaab, S Seneviratne EGU General Assembly Conference Abstracts, EGU21-5789, 2021 | | 2021 |
Building an Earth Sytem Model emulator for local monthly temperature S Nath, Q Lejeune, L Beusch, C Schleussner, L Gudmundsson, ... EGU General Assembly Conference Abstracts, EGU21-5706, 2021 | | 2021 |
Building a Monthly Earth System Model Emulator for local temperature S Nath, Q Lejeune, L Beusch, CF Schleussner, SI Seneviratne AGU Fall Meeting Abstracts 2020, A043-0002, 2020 | | 2020 |