Publications by Year: 2022

2022
Nevo S, Morin E, Rosenthal AG, Metzger A, Barshai C, Weitzner D, Voloshin D, Kratzert F, Elidan G, Dror G, et al. Flood forecasting with machine learning models in an operational framework. Hydrology and Earth System Sciences [Internet]. 2022;26 :4013-4032. Publisher's VersionAbstract

Elbaum E, Garfinkel CI, Adam O, Morin E, Rostkier-Edelstein D, Dayan U. Uncertainty in Projected Changes in Precipitation Minus Evaporation: Dominant Role of Dynamic Circulation Changes and Weak Role for Thermodynamic Changes. Geophysical Research Letters [Internet]. 2022;49 :e2022GL097725. Publisher's VersionAbstract
End of century projections from Coupled Model Intercomparison Project (CMIP) models show a decrease in precipitation over subtropical oceans that often extends into surrounding land areas, but with...
Marra F, Armon M, Morin E. Coastal and orographic effects on extreme precipitation revealed by weather radar observations. Hydrology and Earth System Sciences [Internet]. 2022;26 (5) :1439–1458. Publisher's Version
Armon M, Marra F, Enzel Y, Rostkier‐Edelstein D, Garfinkel CI, Adam O, Dayan U, Morin E. Reduced Rainfall in Future Heavy Precipitation Events Related to Contracted Rain Area Despite Increased Rain Rate. Earth's Future. 2022;10 (1) :1–19.Abstract
Heavy precipitation events (HPEs) can lead to deadly and costly natural disasters and are critical to the hydrological budget in regions where rainfall variability is high and water resources depend on individual storms. Thus, reliable projections of such events in the future are needed. To provide high-resolution projections under the RCP8.5 scenario for HPEs at the end of the 21 st century, and to understand the changes in sub-hourly to daily rainfall patterns, weather research and forecasting (WRF) model simulations of 41 historic HPEs in the eastern Mediterranean are compared with "pseudo global warming" simulations of the same events. This paper presents the changes in rainfall patterns in future storms, decomposed into storms' mean conditional rain rate, duration, and area. A major decrease in rainfall accumulation (-30% averaged across events) is found throughout future HPEs. This decrease results from a substantial reduction of the rain area of storms (-40%) and occurs despite an increase in the mean conditional rain intensity (+15%). The duration of the HPEs decreases (-9%) in future simulations. Regionally maximal 10-min rain rates increase (+22%), whereas over most of the region, long-duration rain rates decrease. The consistency of results across events, driven by varying synoptic conditions, suggests that these changes have low sensitivity to the specific synoptic evolution during the events. Future HPEs in the eastern Mediterranean will therefore likely be drier and more spatiotemporally concentrated, with substantial implications on hydrological outcomes of storms. Plain Language Summary Heavy precipitation events are large storms that can recharge freshwater reservoirs, but can also lead to hazardous outcomes such as flash floods. Therefore, understanding the impacts of climate change on such storms is critical. Here, a weather model similar to those used in weather forecasts is used to simulate heavy precipitation events in the eastern Mediterranean. A large collection of storms is simulated in pairs: (1) historic storms, selected for their high impact, and (2) the same storms placed in a global warming scenario projected for the end of the 21 st century. Using these simulations we ask how present-day storms would look like were they to occur at the warmer end of the 21 st century. The future storms are found to produce much less rainfall compared to their historic counterparts. This decrease in rainfall is attributed mainly to the reduction in the area covered by storms' rainfall, and happens despite increasing rainfall intensities. These results suggest that the region will be drier in the future with larger dry areas during storms; however, over short durations, it would rain more intensely over contracted areas-increasing local hazards associated with heavy precipitation events.