XiaogangHe / GPM-DownscalingLinks
Machine learning based methods for satellite precipitation downscaling
☆14Updated 8 years ago
Alternatives and similar repositories for GPM-Downscaling
Users that are interested in GPM-Downscaling are comparing it to the libraries listed below
Sorting:
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 11 months ago
- Hybrid Hydrological modeling using Deep Learning methods☆24Updated 10 months ago
- Reservoir Assessment Tool☆26Updated last month
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆17Updated 5 years ago
- Code used to identify and analyze drought clusters from gridded data.☆25Updated 3 years ago
- Marine Modelling in Python - A NIOZ Course☆23Updated 6 years ago
- ☆11Updated 4 years ago
- Jupyter notebooks for WRF-Hydro trainings☆55Updated 6 months ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- A Heat And MoiSture Tracking framEwoRk (HAMSTER) for the evaluation of Lagrangian models☆15Updated 3 years ago
- topmodelpy is a command line interface for a rainfall-runoff model, called Topmodel, that predicts the amount of water flow in rivers.☆21Updated 6 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆52Updated 6 months ago
- jasa-acs / Toward-Optimal-Fingerprinting-in-Detection-and-Attribution-of-Changes-in-Climate-ExtremesToward Optimal Fingerprinting in Detection and Attribution of Changes in Climate Extremes, by Zhuo Wang, Yujing Jiang, Hui Wan, Jun Yan, …☆12Updated 5 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- Quantification of global drought recovery probability based on Vine Copula☆16Updated last year
- A Python library for fitting streamflow rating curves.☆20Updated last year
- A line of code to analyze climate☆49Updated last week
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 6 years ago
- Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)☆23Updated 2 years ago
- Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…☆11Updated 3 years ago
- ☆13Updated last year
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 5 years ago
- A tropical cyclone rainfall model for python☆19Updated 4 months ago
- ☆19Updated 5 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆19Updated 4 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆12Updated last year
- Bias Correction Tool for GPM precipitation data☆11Updated 3 years ago