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 egusphere.copernicus.org
EGUsphere - G6-1.5K-SAI: a new Geoengineering Model Intercomparison Project (GeoMIP) experiment integrating recent advances in solar radiation modification studies
| | gmd.copernicus.org
GMD - Metrics - Deep learning model based on multi-scale feature fusion for precipitation nowcasting
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| | Abstract. Forecasting heavy precipitation accurately is a challenging task for most deep learning (DL)-based models. To address this, we present a novel DL architecture called multi-scale feature fusion (MFF) that can forecast precipitation with a lead time of up to 3?h. The MFF model uses convolution kernels with varying sizes to create multi-scale receptive fields. This helps to capture the movement features of precipitation systems, such as their shape, movement direction, and speed. Additionally, the...
| | amt.copernicus.org
AMTD - Aerosol trace element solubility determined using ultrapure water batch leaching: an intercomparison study of four dif...
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| | Abstract. Solubility of aerosol trace elements, which determines their bioavailability and reactivity, is operationally defined and strongly depends on the leaching protocol used. Ultrapure water batch leaching is one of the most widely used leaching protocols, while the specific leaching protocols used in different labs can still differ in agitation methods, contact time, and filter pore size. It is yet unclear to which extent the difference in these experimental parameters would affect the aerosol trac...
| | nhess.copernicus.org
NHESSD - Enhancement of state response capability and famine mitigation: A comparative analysis of two drought events in nort...
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| | Abstract. Studying social impacts and responses to historical extreme climate events can offer valuable insights into coping with major disaster events and adapting to climate change better. This paper developed a model of the processes and responses to extreme drought-induced famines in ancient China. Based on this, the study explored the differences in famine causation and response effectiveness between Chenghua Drought (1483-1486 CE) and Wanli Drought (1585-1588 CE). The findings are as follows: (1) B...
| | gmd.copernicus.org
GMD - Assets - Optical flow models as an open benchmark for radar-based precipitation nowcasting (rainymotion v0.1)
9.8 parsecs away

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| Abstract. Quantitative precipitation nowcasting (QPN) has become an essential technique in various application contexts, such as early warning or urban sewage control. A common heuristic prediction approach is to track the motion of precipitation features from a sequence of weather radar images and then to displace the precipitation field to the imminent future (minutes to hours) based on that motion, assuming that the intensity of the features remains constant (Lagrangian persistence). In that context, ...