Full DWPF Code.R

NIAID Data Ecosystem2026-05-02 收录

粒子滤波

状态空间模型参数估计

数据链接：

https://figshare.com/articles/dataset/Full_DWPF_Code_R/30013935 数据链接链接失效反馈

官方服务：

资源简介：

All code used to run the dynamically weighted particle filter and use those particles to estimate the parameters of the state space model. (R)

创建时间：

2025-08-29

Particle filter code with an example of subsidence caused by a compacting reservoir

粒子滤波

地面沉降

A compacting reservoir gives a subsidence field at the Earth's surface. The subsidence field has a varying smoothness given the reservoir compaction field, with, for example a very smooth subsidence b

DataCite Commons2024-02-20 更新160

Smoothing With Couplings of Conditional Particle Filters

状态空间模型

粒子滤波

In state–space models, smoothing refers to the task of estimating a latent stochastic process given noisy measurements related to the process. We propose an unbiased estimator of smoothing expectation

figshare.com2023-08-16 更新70

The input files and processed output data for the OSSEs using particle filter for the forecast of cloud and precipitation

气象预报

粒子滤波

DART_input.tar.gz contains the input files for the DART system for the control run, Exp-1 ~ Exp-5. WRF&WRS_namelist.tar.gz contains the input namelist files for the WPS and WRF model for the nature ru

Mendeley Data2024-05-10 更新60

2023_10_JMSE_1

海洋科学史

粒子滤波

This data set includes all relevant data in the manuscript of JMSE_Optimal combination bootstrap particle filters.

DataCite Commons2023-10-16 更新80

Simulation study comparing number of sampled reefs

珊瑚礁鱼类群落动态

状态空间模型参数估计

This repository contains all the scripts and data used in the simulation study titled “Simulation study comparing number of sampled reefs”, presented in the manuscript “Longer time series wi

DataCite Commons2025-11-06 更新60

Full DWPF Code.R

资源简介：

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