geek-yang / DLACsLinks
A library designed to implement deep learning algorisms to climate data for weather and climate prediction.
☆21Updated 2 years ago
Alternatives and similar repositories for DLACs
Users that are interested in DLACs are comparing it to the libraries listed below
Sorting:
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- A statistical downscaling approach using ConvLSTMs.☆27Updated 3 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Python3 script for reading and ploting China Hourly Merged Precipitation Analysis(CMORPH) Data☆26Updated 4 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago
- Bias correction method using quantile mapping☆14Updated last year
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Some useful and excellent tutorials☆17Updated 5 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 2 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Interpretive deep learning for identifying flooding mechanisms☆19Updated 10 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆45Updated 4 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- Extrapolate Sea Surface Height and Temperature data to get three dimensional ocean state.☆24Updated 2 years ago
- Paper scripts for O and Orth (Scientific Data, 2021)☆14Updated 3 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆11Updated last year
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- ☆18Updated 4 years ago
- Typhoon Prediction☆12Updated 5 years ago
- The application of Python in atmospheric and oceanic science / Python 在大气海洋中的应用☆16Updated 3 years ago
- Multivariable Integrated Evaluation Tool☆16Updated last year
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Updated 2 years ago
- Simple tool written in Python to download cmip6 and (maybe) cmip5 files☆17Updated 2 months ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- Data for Water Resource Management☆28Updated 3 years ago