Python code for implementing the 4DEnVar Data Assimilation method and examples of use
☆14Jan 9, 2026Updated last month
Alternatives and similar repositories for 4DEnVar
Users that are interested in 4DEnVar are comparing it to the libraries listed below
Sorting:
- 2024 University of Reading data assimilation training course practical☆10May 19, 2025Updated 9 months ago
- Semi-Supervised Regression☆12Jul 19, 2019Updated 6 years ago
- Using LiDAR to model biomass in mangroves☆16Nov 11, 2022Updated 3 years ago
- Python-implementation of the inverse current source density (iCSD) methods from http://software.incf.org/software/csdplotter☆13May 15, 2025Updated 9 months ago
- SEVIRI data reading, writing, and pre-processing utility.☆12Aug 30, 2023Updated 2 years ago
- It is a global optimization method (Particle Swarm Optimization) used for non-convex cost function.☆11Nov 6, 2013Updated 12 years ago
- Repository of the lecture material for the 3rd Latin American Introductory School on Parallel Programming and Parallel Architecture for H…☆12Sep 15, 2023Updated 2 years ago
- 流域水文模型在进行水文规律研究和解决生产实际问题中起着重要的作用,流域水文模型实际上是为模拟水文过程而建立的数学结构。当今水文模拟中概念水文模型应用极为广泛,概念性集总模型往往具有一定幅度的可调节性。模型对观测数据精度要求不很严格,且往往能输出良好的结果。在本课程设计中,我…☆13Mar 5, 2020Updated 6 years ago
- 💧 Sacramento Soil Moisture Accounting (SAC-SMA) model☆16Sep 14, 2018Updated 7 years ago
- This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in thi…☆12Dec 25, 2018Updated 7 years ago
- Repository of the code used the publication titled: "Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data☆14Mar 5, 2021Updated 5 years ago
- A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data☆13Feb 23, 2024Updated 2 years ago
- Rmarkdown tutorial on how to generate spatial sampling and how to use resampling methods for ML☆15Sep 22, 2023Updated 2 years ago
- Code for the CVPPA 2021 paper: Semi-supervised dry herbage mass estimation using automatic data and synthetic images☆13Dec 19, 2022Updated 3 years ago
- Leaf and canopy radiative transfer modeling tools built on PROSPECT-D and SAIL☆14Dec 19, 2023Updated 2 years ago
- This repository includes biomass estimation workflows using remote sensing data including capacity building materials.☆12Jun 20, 2023Updated 2 years ago
- EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.☆14Oct 12, 2025Updated 4 months ago
- EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)☆13Mar 10, 2018Updated 7 years ago
- ☆13Nov 25, 2025Updated 3 months ago
- Assignment: Inverting Leaf Area Index (LAI) with MODIS data and ProSAIL model☆18Jan 15, 2022Updated 4 years ago
- Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy☆14Jun 28, 2018Updated 7 years ago
- ☆16Nov 22, 2022Updated 3 years ago
- Markov-Switching State-Space Models☆15Jun 8, 2023Updated 2 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆17Nov 18, 2025Updated 3 months ago
- ☆15Mar 20, 2023Updated 2 years ago
- This is an ongoing project trying to quantify CH4 emissions from rivers in space and time.☆17Jun 7, 2024Updated last year
- FIRECAM: Fire Inventories - Regional Evaluation, Comparison, and Metrics☆19Nov 19, 2024Updated last year
- ☆19Apr 26, 2024Updated last year
- A collection of ensemble square root kalman filters implemented in Python☆16Jan 4, 2023Updated 3 years ago
- Python implementation of the Switching Kalman Filter☆18Mar 11, 2022Updated 3 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆25Oct 19, 2023Updated 2 years ago
- Algorithms to derive a land surface phenology product from PlanetScope imagery for AmeriFlux and NEON sites☆17Mar 3, 2024Updated 2 years ago
- Object-Based Image Analysis Tools for Radiative Transfer Modeling☆20Apr 23, 2023Updated 2 years ago
- WRF Cloud Framework☆17Mar 29, 2024Updated last year
- Python lib for Reading/Creating MPAS/WRF-WPS intermediate file☆27Nov 17, 2025Updated 3 months ago
- Predict the damage done by forest fires using Deep Learning.☆15Nov 18, 2018Updated 7 years ago
- JULES HTML documentation☆23Jan 19, 2026Updated last month
- Tool for comparing International Soil Moisture Network (ISMN) sensor data with Sentinel-1 SAR backscatter from Google Earth Engine (GEE)☆19Mar 28, 2020Updated 5 years ago
- TAMS☆28Updated this week