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4DVAR Suite written in Matlab. Written by Adam El-Said, University of Reading, UK, 2012-2015. The suite contains 4DVAR, wc4DVAR (dp) and wc4DVAR (dx) formulations. Applied to Lorenz95 (L95), Lorenz63 (L63) and 1D Advection (1d-adv) models.
R implementation of the EnKPF, block-LEnKPF and naive-LEnKPF.
A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning
Data Assimilation Research Testbed
Elegant LaTeX Template for Working Papers
GeoStatTools: Geostatistical tools like random field generation, variogram estimation and covariance models.
Clone of TEOS-10 repo
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Custom resources for LaTeX and related.
Automatically exported from code.google.com/p/miyoshi
code for SST prediction using LSTM
Larval TRANSport Lagrangian model is an off-line particle-tracking model that is forced with Regional Ocean Modeling System (ROMS) results.
Matlab_LorenzMode
MEDD spike detection test
This project involves developing reduced physical and data models and algorithms for data assimilation. The goal of the project is to address computational challenges in data assimilation of dimensionality and non-Gaussian behavior for model problems and relevant small to medium scale problems. This includes a models from many different possible areas: atmosphere, ocean, combined atmosphere/ocean, ice sheet, glacier, hurricane, ENSO, polar vortex, ecological models, etc.. The basic idea is to create computational conceptual models, both physical and data models, and combine these with standard data assimilation techniques and new techniques developed to take advantage of the structure of these conceptual models. Among the data assimilation techniques to be considered are projected particle filters. Focus is on application to problems with bimodal or multimodal behavior which ties in with work on tipping points. Another emphasis is on applying these techniques to higher dimensional problems to create lower dimensional computational conceptual models. The project involves employing, developing, and applying projected data assimilation techniques, in particular projected particle filters, using the framework developed in (Maclean, VV 2019), while focusing on the use of different state space and observation space projections for increasingly high dimensional models.
WRF模式前处理及后处理程序包
This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.
NCTOOLBOX A Matlab toolbox for working with common data model datasets
提供气象诊断分析程序,包括动力, 热力, 水汽和天气特征分析等。
Open data assimilation toolbox
PyFVCOM: a collection of tools to interact with FVCOM
Python tools for the Regional Ocean Modeling System (ROMS)
pyroms2roms is a Python version of roms2roms (see Mason etal, 2010, Ocean Modelling) and www.molemaker.org.
A variety of tools for plotting and analysing output from the Regional Ocean Model (ROMS)
LaTeX Thesis Template for Tsinghua University
Matlab PostProcess of FVCOM
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.