ECMWFCode4Earth / ml_flood
Machine learning to predict floods
☆67Updated 4 years ago
Alternatives and similar repositories for ml_flood
Users that are interested in ml_flood are comparing it to the libraries listed below
Sorting:
- Machine learning to better predict and understand drought. Moving github.com/ml-clim☆93Updated 2 years ago
- Example notebook, showing how to use LSTMs for rainfall-runoff modeling☆70Updated 2 years ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆69Updated last year
- Prediction of whether a flood may occur or not, depending rainfall data, using machine learning algorithms☆43Updated 4 years ago
- The proposed system will be able to predict the crop yield production which will be useful to farmers for harvesting and storage. The sys…☆17Updated 3 months ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Ejercicios de la asignatura "Hidrología" del Master en Gestión Ingegral de Sistemas Hídricos de la Universidad de Cantabria☆15Updated 4 years ago
- ☆22Updated 3 years ago
- Spatial Processes in HYdrology hydrological model☆51Updated 3 months ago
- Flood mapping program based on high-resolution terrain analyses☆39Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆45Updated 4 years ago
- GR4J rainfall runoff model implemented in Python☆38Updated 5 years ago
- Notebooks that use Google Earth Engine and CUAHSI to teach and develop remote sensing projects☆30Updated last week
- DSWE on the GEE☆10Updated 4 years ago
- python Toolbox for the Evaluation of Soil Moisture Observations☆81Updated 2 months ago
- Environmental Spatial Data Analysis☆58Updated 5 months ago
- LSTM Data and Model for Streamflow Forecasting☆35Updated 3 years ago
- Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfa…☆35Updated 2 years ago
- ☆40Updated 2 years ago
- Fast and accurate calculations for applications in atmospheric science☆15Updated last month
- Functions and Python scripts to ingest ERA5 data into Google Earth Engine☆88Updated 3 years ago
- CaMa-Flood_v4 development master☆82Updated last week
- Datasets that can be used as example inputs/outputs for the associated `climate_indices` package☆14Updated 6 years ago
- Dual crop coefficient crop water demand model☆2Updated 2 years ago
- ☆46Updated 2 months ago
- A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using …☆26Updated 3 years ago
- Python code for Mapping EvapoTranspiration at high Resolution with Internalized Calibration model☆29Updated 2 years ago
- Source codes for groundwater pumping prediction using integrated remote sensing datasets and machine learning☆21Updated 2 years ago
- A simple Python package to calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.☆81Updated this week
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆58Updated 5 years ago