Deep learning in hydrology and water resources disciplines: Concepts, methods, applications, and research directions

KP Tripathy, AK Mishra - Journal of Hydrology, 2024‏ - Elsevier
Over the past few years, Deep Learning (DL) methods have garnered substantial
recognition within the field of hydrology and water resources applications. Beginning with a …

Towards the effect of climate change in structural loads of urban infrastructure: A review

V Mishra, A Sadhu - Sustainable Cities and Society, 2023‏ - Elsevier
Climate change is one of the pressing problems of today's world, with its unequivocal effects.
The modern urban infrastructure has also borne the brunt of the devastating impact of …

Intensity and frequency of extreme novel epidemics

M Marani, GG Katul, WK Pan, AJ Parolari - Proceedings of the National …, 2021‏ - pnas.org
Observational knowledge of the epidemic intensity, defined as the number of deaths divided
by global population and epidemic duration, and of the rate of emergence of infectious …

How unusual is the 2022 European compound drought and heatwave event?

KP Tripathy, AK Mishra - Geophysical Research Letters, 2023‏ - Wiley Online Library
Abstract The 2022 Compound Drought and Heatwave (CDHW) caused widespread crop
damage, water shortages, and wildfires across Europe. Our study analyzed this event's …

[HTML][HTML] Revisiting future extreme precipitation trends in the Mediterranean

G Zittis, A Bruggeman, J Lelieveld - Weather and Climate Extremes, 2021‏ - Elsevier
Global warming is anticipated to intensify the hydrological cycle. However, this is neither
expected to be globally uniform nor is the relationship between temperature increase and …

Climate change and changes in compound coastal‐riverine flooding hazard along the US coasts

M Ghanbari, M Arabi, SC Kao, J Obeysekera… - Earth's …, 2021‏ - Wiley Online Library
The cooccurrence of coastal and riverine flooding leads to compound events with
substantial impacts on people and property in low‐lying coastal areas. Climate change …

[HTML][HTML] The intensification of short-duration rainfall extremes due to climate change–Need for a frequent update of intensity–duration–frequency curves

O Tamm, E Saaremäe, K Rahkema, J Jaagus, T Tamm - Climate services, 2023‏ - Elsevier
Numerous studies have investigated future changes in extreme precipitation by employing
climate models. However, trends in extreme short-duration (20–180 min) rainfall intensities …

Global warming and changes in risk of concurrent climate extremes: Insights from the 2014 California drought

A AghaKouchak, L Cheng, O Mazdiyasni… - Geophysical …, 2014‏ - Wiley Online Library
Global warming and the associated rise in extreme temperatures substantially increase the
chance of concurrent droughts and heat waves. The 2014 California drought is an archetype …

Multivariate C opula A nalysis T oolbox (MvCAT): describing dependence and underlying uncertainty using a B ayesian framework

M Sadegh, E Ragno… - Water Resources …, 2017‏ - Wiley Online Library
We present a newly developed Multivariate Copula Analysis Toolbox (MvCAT) which
includes a wide range of copula families with different levels of complexity. MvCAT employs …

Climate change impact on short-duration extreme precipitation and intensity–duration–frequency curves over Europe

P Hosseinzadehtalaei, H Tabari, P Willems - Journal of Hydrology, 2020‏ - Elsevier
To build future climate-proof water systems and to reduce the failure risk of infrastructure,
short-duration extreme precipitation design storms must be updated. However, a robust …