Physics-Informed Learning of Aerosol Microphysics

(2022)

Authors:

Paula Harder, Duncan Watson-Parris, Philip Stier, Dominik Strassel, Nicolas R Gauger, Janis Keuper

Strong control of effective radiative forcing by the spatial pattern of absorbing aerosol

Nature Climate Change Springer Nature 12:8 (2022) 735-742

Authors:

Andrew IL Williams, Philip Stier, Guy Dagan, Duncan Watson-Parris

Abstract:

Over the coming decades, it is expected that the spatial pattern of anthropogenic aerosol will change dramatically and the global aerosol composition will become relatively more absorbing. Yet, the climatic impact of this evolving spatial pattern of absorbing aerosol has received relatively little attention, in particular its impact on global-mean effective radiative forcing. Here, using model experiments, we show that the effective radiative forcing from absorbing aerosol varies strongly depending on their location, driven by rapid adjustments of clouds and circulation. Our experiments generate positive effective radiative forcing in response to aerosol absorption throughout the midlatitudes and most of the tropical regions, and a strong ‘hot spot’ of negative effective radiative forcing in response to aerosol absorption over the tropical Western Pacific. Further, these diverse responses can be robustly attributed to changes in atmospheric dynamics and highlight the importance of this ‘aerosol pattern effect’ for transient forcing from regional biomass-burning aerosol.

Monitoring Urban Forests from Auto-Generated Segmentation MAPS

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium IEEE (2022) 5977-5980

Authors:

Conrad M Albrecht, Chenying Liu, Yi Wang, Levente Klein, Xiao Xiang Zhu

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium IEEE (2022) 139-142

Authors:

Yi Wang, Conrad M Albrecht, Xiao Xiang Zhu

Towards Global Forest Biomass Estimators from Tree Height Data

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium IEEE (2022) 5652-5655

Authors:

Qian Song, Conrad M Albrecht, Zhitong Xiong, Xiao Xiang Zhu