Last Millennium Reanalysis with an expanded proxy database and seasonal proxy modeling
The Last Millennium Reanalysis (LMR) utilizes an ensemble methodology to assimilate
paleoclimate data for the production of annually resolved climate field reconstructions of the …
paleoclimate data for the production of annually resolved climate field reconstructions of the …
[HTML][HTML] A data assimilation approach to last millennium temperature field reconstruction using a limited high-sensitivity proxy network
Abstract We use the Northern Hemisphere Tree-Ring Network Development (NTREND) tree-
ring database to examine the effects of using a small, highly sensitive proxy network for …
ring database to examine the effects of using a small, highly sensitive proxy network for …
A local particle filter and its Gaussian mixture extension implemented with minor modifications to the LETKF
A particle filter (PF) is an ensemble data assimilation method that does not assume
Gaussian error distributions. Recent studies proposed local PFs (LPFs), which use …
Gaussian error distributions. Recent studies proposed local PFs (LPFs), which use …
cfr (v2024.1.26): a Python package for climate field reconstruction
Climate field reconstruction (CFR) refers to the estimation of spatiotemporal climate fields
(such as surface temperature) from a collection of pointwise paleoclimate proxy datasets …
(such as surface temperature) from a collection of pointwise paleoclimate proxy datasets …
DASH: a MATLAB toolbox for paleoclimate data assimilation
Paleoclimate data assimilation (DA) is a tool for reconstructing past climates that directly
integrates proxy records with climate model output. Despite the potential for DA to expand …
integrates proxy records with climate model output. Despite the potential for DA to expand …
A pseudoproxy assessment of data assimilation for reconstructing the atmosphere–ocean dynamics of hydroclimate extremes
NJ Steiger, JE Smerdon - Climate of the Past, 2017 - cp.copernicus.org
Because of the relatively brief observational record, the climate dynamics that drive
multiyear to centennial hydroclimate variability are not adequately characterized and …
multiyear to centennial hydroclimate variability are not adequately characterized and …
Towards high-resolution climate reconstruction using an off-line data assimilation and COSMO-CLM 5.00 model
Data assimilation (DA) methods have been used recently to constrain the climate model
forecasts by paleo-proxy records. Both DA and climate models are computationally very …
forecasts by paleo-proxy records. Both DA and climate models are computationally very …
[HTML][HTML] Using a process-based dendroclimatic proxy system model in a data assimilation framework: a test case in the Southern Hemisphere over the past centuries
J Rezsöhazy, Q Dalaiden, F Klein, H Goosse… - Climate of the …, 2022 - cp.copernicus.org
Currently available data-assimilation-based reconstructions of past climate variations have
only used statistical proxy system models to make the link between climate model outputs …
only used statistical proxy system models to make the link between climate model outputs …
Evaluation of iterative Kalman smoother schemes for multi-decadal past climate analysis with comprehensive Earth system models
J García-Pintado, A Paul - Geoscientific Model Development, 2018 - gmd.copernicus.org
Paleoclimate reconstruction based on assimilation of proxy observations requires
specification of the control variables and their background statistics. As opposed to …
specification of the control variables and their background statistics. As opposed to …