Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
This paper reviews the most important information fusion data-driven algorithms based on
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
Machine Learning (ML) techniques for problems in Earth observation. Nowadays we …
All‐sky satellite data assimilation at operational weather forecasting centres
AJ Geer, K Lonitz, P Weston… - Quarterly Journal of …, 2018 - Wiley Online Library
This article reviews developments towards assimilating cloud‐and precipitation‐affected
satellite radiances at operational forecasting centres. Satellite data assimilation is moving …
satellite radiances at operational forecasting centres. Satellite data assimilation is moving …
Configuration and spin-up of ACCESS-CM2, the new generation Australian community climate and earth system simulator coupled model
A new version of the Australian Community Climate and Earth System Simulator coupled
model, ACCESS-CM2, has been developed for a wide range of climate modelling research …
model, ACCESS-CM2, has been developed for a wide range of climate modelling research …
The Met Office global coupled model 3.0 and 3.1 (GC3. 0 and GC3. 1) configurations
KD Williams, D Copsey, EW Blockley… - Journal of Advances …, 2018 - Wiley Online Library
Abstract The Global Coupled 3 (GC3) configuration of the Met Office Unified Model is
presented. Among other applications, GC3 is the basis of the United Kingdom's submission …
presented. Among other applications, GC3 is the basis of the United Kingdom's submission …
Increase in severe and extreme soil moisture droughts for Europe under climate change
MG Grillakis - Science of the Total Environment, 2019 - Elsevier
Droughts are among the costliest natural disasters. They affect wide regions and large
numbers of people worldwide by tampering with water availability and agricultural …
numbers of people worldwide by tampering with water availability and agricultural …
The first multi-model ensemble of regional climate simulations at kilometer-scale resolution, part I: evaluation of precipitation
Here we present the first multi-model ensemble of regional climate simulations at kilometer-
scale horizontal grid spacing over a decade long period. A total of 23 simulations run with a …
scale horizontal grid spacing over a decade long period. A total of 23 simulations run with a …
The Met Office Unified Model global atmosphere 7.0/7.1 and JULES global land 7.0 configurations
We describe Global Atmosphere 7.0 and Global Land 7.0 (GA7. 0/GL7. 0), the latest science
configurations of the Met Office Unified Model (UM) and the Joint UK Land Environment …
configurations of the Met Office Unified Model (UM) and the Joint UK Land Environment …
Enhanced future changes in wet and dry extremes over Africa at convection-permitting scale
African society is particularly vulnerable to climate change. The representation of convection
in climate models has so far restricted our ability to accurately simulate African weather …
in climate models has so far restricted our ability to accurately simulate African weather …
[HTML][HTML] What is the surface mass balance of Antarctica? An intercomparison of regional climate model estimates
We compare the performance of five different regional climate models (RCMs)(COSMO-CLM
2, HIRHAM5, MAR3. 10, MetUM, and RACMO2. 3p2), forced by ERA-Interim reanalysis, in …
2, HIRHAM5, MAR3. 10, MetUM, and RACMO2. 3p2), forced by ERA-Interim reanalysis, in …
Strong cloud–circulation coupling explains weak trade cumulus feedback
Shallow cumulus clouds in the trade-wind regions cool the planet by reflecting solar
radiation. The response of trade cumulus clouds to climate change is a key uncertainty in …
radiation. The response of trade cumulus clouds to climate change is a key uncertainty in …