Climate change and drought: a perspective on drought indices

S Mukherjee, A Mishra, KE Trenberth - Current climate change reports, 2018 - Springer
Droughts occur naturally, but climate change has generally accelerated the hydrological
processes to make them set in quicker and become more intense, with many consequences …

Toward impact-based monitoring of drought and its cascading hazards

A AghaKouchak, LS Huning, M Sadegh, Y Qin… - Nature Reviews Earth & …, 2023 - nature.com
Growth in satellite observations and modelling capabilities has transformed drought
monitoring, offering near-real-time information. However, current monitoring efforts focus on …

Large contribution from anthropogenic warming to an emerging North American megadrought

AP Williams, ER Cook, JE Smerdon, BI Cook… - Science, 2020 - science.org
Severe and persistent 21st-century drought in southwestern North America (SWNA)
motivates comparisons to medieval megadroughts and questions about the role of …

The first high-resolution meteorological forcing dataset for land process studies over China

J He, K Yang, W Tang, H Lu, J Qin, Y Chen, X Li - Scientific data, 2020 - nature.com
Abstract The China Meteorological Forcing Dataset (CMFD) is the first high spatial-temporal
resolution gridded near-surface meteorological dataset developed specifically for studies of …

Accelerating flash droughts induced by the joint influence of soil moisture depletion and atmospheric aridity

Y Qing, S Wang, BC Ancell, ZL Yang - Nature communications, 2022 - nature.com
The emergence of flash drought has attracted widespread attention due to its rapid onset.
However, little is known about the recent evolution of flash droughts in terms of the speed of …

Rainfall–runoff modelling using long short-term memory (LSTM) networks

F Kratzert, D Klotz, C Brenner, K Schulz… - Hydrology and Earth …, 2018 - hess.copernicus.org
Rainfall–runoff modelling is one of the key challenges in the field of hydrology. Various
approaches exist, ranging from physically based over conceptual to fully data-driven …

Urban air pollution may enhance COVID-19 case-fatality and mortality rates in the United States

D Liang, L Shi, J Zhao, P Liu, JA Sarnat, S Gao… - The Innovation, 2020 - cell.com
Background The novel human coronavirus disease 2019 (COVID-19) pandemic has
claimed more than 600,000 lives worldwide, causing tremendous public health, social, and …

OpenET: Filling a critical data gap in water management for the western United States

FS Melton, J Huntington, R Grimm… - JAWRA Journal of …, 2022 - Wiley Online Library
The lack of consistent, accurate information on evapotranspiration (ET) and consumptive
use of water by irrigated agriculture is one of the most important data gaps for water …

[HTML][HTML] The Global Precipitation Measurement (GPM) mission for science and society

G Skofronick-Jackson, WA Petersen… - Bulletin of the …, 2017 - journals.ametsoc.org
The Global Precipitation Measurement (GPM) Mission for Science and Society in: Bulletin of the
American Meteorological Society Volume 98 Issue 8 (2017) Jump to Content Jump to Main …

[HTML][HTML] Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network

M Gauch, F Kratzert, D Klotz, G Nearing… - Hydrology and Earth …, 2021 - hess.copernicus.org
Abstract Long Short-Term Memory (LSTM) networks have been applied to daily discharge
prediction with remarkable success. Many practical applications, however, require …