[HTML][HTML] TempestExtremes v2. 1: A community framework for feature detection, tracking, and analysis in large datasets
TempestExtremes (TE) is a multifaceted framework for feature detection, tracking, and
scientific analysis of regional or global Earth system datasets on either rectilinear or …
scientific analysis of regional or global Earth system datasets on either rectilinear or …
On the use of self‐organizing maps for studying climate extremes
Understanding how climate extremes are sensitive to a changing climate requires
characterization of the physical mechanisms behind such events. For this purpose, the …
characterization of the physical mechanisms behind such events. For this purpose, the …
The differing role of weather systems in southern Australian rainfall between 1979–1996 and 1997–2015
Most of the rainfall in southern Australia is associated with cyclones, cold fronts, and
thunderstorms, and cases when these weather systems co-occur are particularly likely to …
thunderstorms, and cases when these weather systems co-occur are particularly likely to …
The contributions of fronts, lows and thunderstorms to southern Australian rainfall
A systematic analysis of the main weather types influencing southern Australian rainfall is
presented for the period 1979–2015. This incorporates two multi-method datasets of cold …
presented for the period 1979–2015. This incorporates two multi-method datasets of cold …
Extratropical fronts in the lower troposphere–global perspectives obtained from two automated methods
S Schemm, I Rudeva… - Quarterly Journal of the …, 2015 - Wiley Online Library
In this study two commonly used automated methods to detect atmospheric fronts in the
lower troposphere are compared in various synoptic situations. The first method is a thermal …
lower troposphere are compared in various synoptic situations. The first method is a thermal …
Variability and trends of global atmospheric frontal activity and links with large-scale modes of variability
Presented here is a global analysis of frontal activity variability derived from ERA-Interim
data over the 34-yr period of January 1979–March 2013 using a state-of-the-art frontal …
data over the 34-yr period of January 1979–March 2013 using a state-of-the-art frontal …
[HTML][HTML] Global relationship between fronts and warm conveyor belts and the impact on extreme precipitation
Extratropical cyclones are responsible for many extreme precipitation events in the
midlatitudes. Warm conveyor belts (WCBs) and fronts are known to be related to the uplift …
midlatitudes. Warm conveyor belts (WCBs) and fronts are known to be related to the uplift …
Regional climate projections of mean and extreme climate for the southwest of Western Australia (1970–1999 compared to 2030–2059)
Projections of future climate change (1970–1999 compared to 2030–2059) for southwest
Western Australia (SWWA) are analysed for a regional climate model (RCM) ensemble …
Western Australia (SWWA) are analysed for a regional climate model (RCM) ensemble …
Machine Learning‐Based Detection of Weather Fronts and Associated Extreme Precipitation in Historical and Future Climates
Extreme precipitation events, including those associated with weather fronts, have wide‐
ranging impacts across the world. Here we use a deep learning algorithm to identify weather …
ranging impacts across the world. Here we use a deep learning algorithm to identify weather …
[HTML][HTML] The Australian northwest cloudband: Climatology, mechanisms, and association with precipitation
Australian northwest cloudbands (NWCBs) are continental-scale bands of continuous cloud
that stretch from northwest to southeast Australia. In earlier studies, where the characteristics …
that stretch from northwest to southeast Australia. In earlier studies, where the characteristics …