reyhaneh-92 / GENESIS_Nowcast
This is the repo for global precipitation nowcasting using IMERG dataset.
☆11Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for GENESIS_Nowcast
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆22Updated 4 years ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆31Updated last month
- ☆14Updated 5 months ago
- RiverSnap - estimation of river hydraulic parameters using machine learning/AI models☆11Updated 4 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆26Updated 4 months ago
- This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 …☆20Updated 6 months ago
- CoastalImageLib is a Python- based library that produces common coastal image products intended for quantitative analysis of coastal envi…☆12Updated 10 months ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆12Updated 3 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆34Updated last year
- ☆11Updated 2 months ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆28Updated last year
- ☆17Updated last year
- Shoreline extraction via generative adversarial networks, prediction via LSTMs☆23Updated last year
- This Keras code is for the paper Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery☆☆15Updated 9 months ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆16Updated last month
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆22Updated last year
- Farm Scale Soil Moisture using Remote Sensing and Water Budget Products☆20Updated 7 months ago
- ☆35Updated last year
- DeepR: Deep Reanalysis☆22Updated last year
- Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery☆48Updated last month
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆34Updated last month
- A Python package for Earth forecasting transformer☆78Updated 4 months ago
- Satellite Image Segmentation for Flood Detection and Analysis using UNET with Resnet-34 as the back bone.☆35Updated 3 years ago
- Hydro -- A Foundation Model for Water in Satellite Imagery☆49Updated 4 months ago
- SEN12-FLOOD Dataset☆26Updated 4 years ago
- A Global (near-coastal) Flood Forecasting (GFF) dataset☆12Updated this week
- Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning☆21Updated last year
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆23Updated 5 years ago
- a GAN for precipitation downscaling☆37Updated 2 years ago
- This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava…☆21Updated 2 years ago