A review of self-organizing map applications in meteorology and oceanography

Y Liu, RH Weisberg - Self-organizing maps: applications and …, 2011 - books.google.com
Coupled ocean-atmosphere science steadily advances with increasing information obtained
from long-records of in situ observations, multiple-year archives of remotely sensed satellite …

[PDF][PDF] A comparison of statistical downscaling methods suited for wildfire applications

JT Abatzoglou, TJ Brown - International journal of …, 2012 - raw.githubusercontent.com
Place-based data is required in wildfire analyses, particularly in regions of diverse terrain
that foster not only strong gradients in meteorological variables, but also complex fire …

The self-organizing map in synoptic climatological research

SC Sheridan, CC Lee - Progress in Physical Geography, 2011 - journals.sagepub.com
Self-organizing maps (SOMs) are a relative newcomer to synoptic climatology; the method
itself has only been utilized in the field for around a decade. In this article, we review the …

[图书][B] Patterns identification and data mining in weather and climate

A Hannachi - 2021 - Springer
Weather and climate is a fascinating system, which affects our daily lives, and is closely
interlinked with the environment, society and infrastructure. They have large impact on our …

Expanded decision-scaling framework to select robust long-term water-system plans under hydroclimatic uncertainties

S Steinschneider, R McCrary, S Wi… - Journal of Water …, 2015 - ascelibrary.org
This paper presents a decision-scaling based framework to determine whether one or more
preselected planning alternatives for a multiobjective water-resources system are robust to a …

Downscaling of climate information

LO Mearns, M Bukovsky, SC Pryor… - … and conceptual issues, 2018 - Springer
Previous work summarized the application of global models to simulate climate. The
horizontal resolution of these models—generally 1–3 degrees latitude and longitude—while …

A multivariate, stochastic, climate-based wave emulator for shoreline change modelling

L Cagigal, A Rueda, D Anderson, P Ruggiero… - Ocean Modelling, 2020 - Elsevier
Coastal hazards often result from the combination of different simultaneous oceanographic
processes that occur at multiple spatial and temporal scales. To predict coastal flooding and …

Guía de escenarios regionalizados de cambio climático sobre España a partir de los resultados del IPCC-AR5

MP Amblar, MJ Casado Calle, MA Pastor Saavedra… - 2017 - repositorio.aemet.es
En el presente informe se resume la tercera entrega de la generación de proyecciones
regionalizadas de cambio climático para España realizadas por AEMET mediante la …

[HTML][HTML] Weather pattern classification to represent the urban heat island in present and future climate

P Hoffmann, KH Schlünzen - Journal of Applied Meteorology …, 2013 - journals.ametsoc.org
A classification of weather patterns (WP) is derived that is tailored to best represent
situations relevant for the urban heat island (UHI). Three different types of k-means-based …

On the representation of atmospheric circulation modes in regional climate models over Western Europe

CC Ibebuchi - International Journal of Climatology, 2022 - e-docs.geo-leo.de
Atmospheric circulation is a key driver of climate variability, and the representation of
atmospheric circulation modes in regional climate models (RCMs) can enhance the …