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 …
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
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 …
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 …
Peninsula from 1945 to 2005. Streamflow series belonging to 187 homogeneously …
Flood prediction based on climatic signals using wavelet neural network
Large-scale climatic circulation modulates the weather patterns around the world.
Understanding the teleconnections between large-scale circulation and local hydro …
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 …
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
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 …
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
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 …
(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 …
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 …
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 …
drought, forest fires, landslides and heat or cold waves. Several studies have been …