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 …
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 …
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 …
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 …
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
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 …
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 …
horizontal resolution of these models—generally 1–3 degrees latitude and longitude—while …
A multivariate, stochastic, climate-based wave emulator for shoreline change modelling
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 …
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 …
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 …
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 …
atmospheric circulation modes in regional climate models (RCMs) can enhance the …