Novel statistical downscaling emulator for precipitation projections using deep Convolutional Autoencoder over Northern Africa

Assessing current and future spatiotemporal precipitation variability and trends over Uganda, East Africa, based on CHIRPS and regional climate model datasets

(2021) Hamida Ngoma et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

A convolutional autoencoder-based approach with batch normalization for energy disaggregation

(2020) Huan Chen et al.   JOURNAL OF SUPERCOMPUTING

Evaluation of satellite-based precipitation estimates over Algeria during 1998–2016

(2019) Hasssen Babaousmail et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Historical evaluations and simulations of precipitation over East Africa from Rossby centre regional climate model

(2019) Brian Ayugi et al.   ATMOSPHERIC RESEARCH

Evaluation of the Rossby Centre Regional Climate Model Rainfall Simulations over West Africa Using Large-Scale Spatial and Temporal Statistical Metrics

(2019) Gnim Tchalim Gnitou et al.   Atmosphere

Comparison of statistical and dynamical downscaling results from the WRF model

(2018) Renan Le Roux et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Evaluation of CMIP5 twentieth century rainfall simulation over the equatorial East Africa

(2018) Victor Ongoma et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Deep Convolution Neural Network and Autoencoders-Based Unsupervised Feature Learning of EEG Signals

(2018) Tingxi Wen et al.   IEEE Access

Evaluation of rainfall simulations over West Africa in dynamically downscaled CMIP5 global circulation models

(2017) A.A Akinsanola et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Statistical downscaling of precipitation using long short-term memory recurrent neural networks

(2017) Saptarshi Misra et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Strongly increasing heat extremes in the Middle East and North Africa (MENA) in the 21st century

(2016) J. Lelieveld et al.   CLIMATIC CHANGE

A nonstationary bias-correction technique to remove bias in GCM simulations

(2016) Chiyuan Miao et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Climate change projections of precipitation and reference evapotranspiration for the Middle East and Northern Africa until 2050

(2013) Wilco Terink et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Climate change, vulnerability and adaptation in North Africa with focus on Morocco

(2012) Janpeter Schilling et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Probabilistic downscaling of GCM scenarios over southern India

(2012) N. Vigaud et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

An Overview of CMIP5 and the Experiment Design

(2011) Karl E. Taylor et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

A Comparison of Statistical and Dynamical Downscaling of Winter Precipitation over Complex Terrain

(2011) Ethan D. Gutmann et al.   JOURNAL OF CLIMATE

The development of general circulation models of climate

(2010) Spencer Weart   STUDIES IN HISTORY AND PHILOSOPHY OF MODERN PHYSICS

Probabilistic downscaling approaches: Application to wind cumulative distribution functions

(2009) P.-A. Michelangeli et al.   GEOPHYSICAL RESEARCH LETTERS