Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for forecasting precipitation based on large-scale climate signals

B Choubin, S Khalighi-Sigaroodi… - Hydrological sciences …, 2016 - Taylor & Francis
Nowadays, mathematical models are widely used to predict climate processes, but little has
been done to compare the models. In this study, multiple linear regression (MLR), multi-layer …

Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches

B Choubin, G Zehtabian, A Azareh… - Environmental earth …, 2018 - Springer
Interest in semiarid climate forecasting has prominently grown due to risks associated with
above average levels of precipitation amount. Longer-lead forecasts in semiarid watersheds …

Streamflow droughts in the Iberian Peninsula between 1945 and 2005: spatial and temporal patterns

J Lorenzo-Lacruz, E Morán-Tejeda… - Hydrology and Earth …, 2013 - hess.copernicus.org
In this study we analyzed the spatiotemporal variability of streamflow droughts in the Iberian
Peninsula from 1945 to 2005. Streamflow series belonging to 187 homogeneously …

Flood prediction based on climatic signals using wavelet neural network

NTT Linh, H Ruigar, S Golian, GT Bawoke, V Gupta… - Acta Geophysica, 2021 - Springer
Large-scale climatic circulation modulates the weather patterns around the world.
Understanding the teleconnections between large-scale circulation and local hydro …

The response of Iberian rivers to the North Atlantic Oscillation

J Lorenzo-Lacruz, SM Vicente-Serrano… - Hydrology and Earth …, 2011 - hess.copernicus.org
In this study we analyzed the influence of the North Atlantic Oscillation (NAO) on the
streamflow in 187 sub-basins of the Iberian Peninsula. Monthly and one-month lagged …

[HTML][HTML] Predicting the June 2013 European flooding based on precipitation, soil moisture, and sea level pressure

M Ionita, M Dima, G Lohmann… - Journal of …, 2015 - journals.ametsoc.org
Over recent decades Europe has experienced heavy floods, with major consequences for
thousands of people and billions of euros worth of damage. In particular, the summer of …

[HTML][HTML] Combined effects of the North Atlantic Oscillation and the Arctic Oscillation on sea surface temperature in the Alborán Sea

JC Baez, L Gimeno, M Gomez-Gesteira… - PLoS …, 2013 - journals.plos.org
We explored the possible effects of the North Atlantic Oscillation (NAO) and Arctic Oscillation
(AO) on interannual sea surface temperature (SST) variations in the Alborán Sea, both …

Spring drought prediction based on winter NAO and global SST in Portugal

JF Santos, MM Portela… - Hydrological Processes, 2014 - Wiley Online Library
The aim of this paper is to test the ability of neural network approaches to hindcast the spring
standardized precipitation index on a 6‐month time scale (SPI6) in Portugal, based on …

Long‐range seasonal streamflow forecasting over the I berian P eninsula using large‐scale atmospheric and oceanic information

JM Hidalgo‐Muñoz, SR Gámiz‐Fortis… - Water Resources …, 2015 - Wiley Online Library
Identifying the relationship between large‐scale climate signals and seasonal streamflow
may provide a valuable tool for long‐range seasonal forecasting in regions under water …

[HTML][HTML] Spatiotemporal Analysis of Extreme Rainfall Frequency in the Northeast Region of Brazil

FEC Morales, DT Rodrigues, TV Marques… - Atmosphere, 2023 - mdpi.com
Climate extreme events are becoming increasingly frequent worldwide, causing floods,
drought, forest fires, landslides and heat or cold waves. Several studies have been …