[HTML][HTML] Nonstationary weather and water extremes: a review of methods for their detection, attribution, and management

LJ Slater, B Anderson, M Buechel… - Hydrology and Earth …, 2021 - hess.copernicus.org
Hydroclimatic extremes such as intense rainfall, floods, droughts, heatwaves, and wind or
storms have devastating effects each year. One of the key challenges for society is …

Artificial intelligence for climate prediction of extremes: State of the art, challenges, and future perspectives

S Materia, LP García, C van Straaten… - Wiley …, 2024 - Wiley Online Library
Extreme events such as heat waves and cold spells, droughts, heavy rain, and storms are
particularly challenging to predict accurately due to their rarity and chaotic nature, and …

Windows of opportunity for skillful forecasts subseasonal to seasonal and beyond

A Mariotti, C Baggett, EA Barnes… - Bulletin of the …, 2020 - journals.ametsoc.org
There is high demand and a growing expectation for predictions of environmental conditions
that go beyond 0–14-day weather forecasts with outlooks extending to one or more seasons …

Prediction of droughts over Pakistan using machine learning algorithms

N Khan, DA Sachindra, S Shahid, K Ahmed… - Advances in Water …, 2020 - Elsevier
Climate change has increased frequency, severity and areal extent of droughts across the
world in the last few decades magnifying their adverse impacts. Prediction of droughts is …

[HTML][HTML] Current and emerging developments in subseasonal to decadal prediction

WJ Merryfield, J Baehr, L Batté… - Bulletin of the …, 2020 - journals.ametsoc.org
Alessandri, A., F. Catalano, M. De Felice, B. Van Den Hurk, F. Doblas Reyes, S. Boussetta,
G. Balsamo, and PA Miller, 2017: Multi-scale enhancement of climate prediction over land …

Predictive performance of ensemble hydroclimatic forecasts: Verification metrics, diagnostic plots and forecast attributes

Z Huang, T Zhao - Wiley Interdisciplinary Reviews: Water, 2022 - Wiley Online Library
Predictive performance is one of the most important issues for practical applications of
ensemble hydroclimatic forecasts. While different forecasting studies tend to use different …

[HTML][HTML] A comparative analysis of data mining techniques for agricultural and hydrological drought prediction in the eastern Mediterranean

S Mohammed, A Elbeltagi, B Bashir, K Alsafadi… - … and Electronics in …, 2022 - Elsevier
Drought is a natural hazard which affects ecosystems in the eastern Mediterranean.
However, limited historical data for drought monitoring and forecasting are available in the …

[HTML][HTML] A decade of the North American Multimodel Ensemble (NMME): Research, application, and future directions

EJ Becker, BP Kirtman, M L'Heureux… - Bulletin of the …, 2022 - journals.ametsoc.org
Ten years, 16 fully coupled global models, and hundreds of research papers later, the North
American Multimodel Ensemble (NMME) monthly-to-seasonal prediction system is looking …

[HTML][HTML] A seven-parameter Bernoulli-Gamma-Gaussian model to calibrate subseasonal to seasonal precipitation forecasts

Z Huang, T Zhao, W Xu, H Cai, J Wang, Y Zhang… - Journal of …, 2022 - Elsevier
Subseasonal to seasonal (S2S) precipitation forecasts can fill the gap between weather and
seasonal forecasts. While raw forecasts from S2S models are informative, calibration is …

An evaluation of ECMWF SEAS5 seasonal climate forecasts for Australia using a new forecast calibration algorithm

QJ Wang, Y Shao, Y Song, A Schepen… - … Modelling & Software, 2019 - Elsevier
The commencement of SEAS5 model for operational seasonal climate forecasting by the
European Centre for Medium-Range Weather Forecasts (ECMWF) is a new development. It …