melissa135 / deep_typhoon
Analysis satellite images of typhoons in deep-learning (CNN).
☆28Updated 6 years ago
Related projects: ⓘ
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- Bayesian Aerosol Retrieval algorithm☆12Updated 4 years ago
- Open Source Algorithm for Detecting Sea Ice Surface Features in High Resolution Optical Imagery☆20Updated 3 years ago
- Sentinel 2 and Landsat 8 Atmospheric correction☆34Updated 7 months ago
- # typhoon Analysis satellite images of typhoons by deep-learning (CNN), based on PyTorch. This CNN learns to map the satellite images …☆16Updated 5 years ago
- Arctic sea ice interannual variability and change☆11Updated 6 years ago
- GOES-16 Convective Initiation Benchmark☆15Updated 2 years ago
- Some useful and excellent tutorials☆17Updated 4 years ago
- EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies☆63Updated 2 years ago
- some useful python scripts for google earth engine☆17Updated 5 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆38Updated 2 weeks ago
- Deep CNN and RNN for Satellite Image Time Series☆9Updated 8 years ago
- From Sentinel 2 TOA reflectance to LAI☆20Updated 3 years ago
- Progress towards global asset localisation using remote sensing and computer vision, beginning with solar PV.☆19Updated 4 years ago
- a deep-learning-based river centerline extraction model☆26Updated 6 years ago
- ☆16Updated 6 years ago
- Can we use Planet high-resolution imagery and machine learning to assess snow cover?☆20Updated 2 years ago
- ☆17Updated this week
- Visualize Himawari-8 satellite data☆14Updated last year
- 读取向日葵卫星标准数据资料☆40Updated 8 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆45Updated 5 months ago
- Atmospheric correction in Python using a 6S emulator☆80Updated 4 years ago
- SMAC python code for atmospheric correction☆19Updated 5 years ago
- MUltiband Satellite Imagery for object Classification (MUSIC) to detect Photovoltaic Power Plants☆17Updated 6 years ago
- A CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data☆25Updated 7 years ago
- ☆12Updated 6 years ago
- segment a set of rasters using rasterio and skimage☆11Updated 7 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆11Updated 4 years ago
- Keras implementation based on Tensorflow and dataset SCSE-Eddy for article "A Deep Framework for Eddy Detection and Tracking from Satelli…☆14Updated 3 years ago
- Practical split-window algorithm estimating Land Surface Temperature from Landsat 8 OLI/TIRS imagery☆23Updated 4 years ago