aleksada / DeepKrigingLinks
☆63Updated 3 years ago
Alternatives and similar repositories for DeepKriging
Users that are interested in DeepKriging are comparing it to the libraries listed below
Sorting:
- Code for the paper - "Bayesian deep learning for spatial interpolation in the presence of auxiliary information"☆28Updated 4 years ago
- ☆31Updated last year
- fill the GRACE gap using novel Transformer method☆17Updated last year
- This repository contains SWE simulation codes including multi-resolution and parallel codes.☆27Updated 11 months ago
- ☆20Updated 7 months ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 4 years ago
- coupled hydrologic and hydrodynamic modeling framework☆21Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- Geostatistics in Python☆92Updated 5 years ago
- ☆22Updated 5 years ago
- ☆49Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆51Updated 5 years ago
- Lisflood Test Catchments use cases☆22Updated 5 months ago
- LSTM Data and Model for Streamflow Forecasting☆44Updated 8 months ago
- SuperflexPy: The flexible language of hydrological modelling☆61Updated 8 months ago
- ☆11Updated 3 weeks ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆34Updated last year
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆104Updated 5 years ago
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆50Updated last year
- Gaussian Process emulators in Python☆18Updated 6 years ago
- Python functions to spatially interpolate data over Cartesian and spherical grids☆31Updated 2 years ago
- ☆33Updated 4 years ago
- Groundwater Time Series Modeling Challenge☆68Updated last year
- Simple Functions for spatial interpolation using machine learning☆24Updated 4 years ago
- Spatial interpolation methods.☆60Updated 4 months ago
- A Python package for Earth forecasting transformer☆91Updated last year
- Python workflows for data-rich, hyper-resolution simulations of hydrologic models on watersheds.☆74Updated last week
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Updated 3 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆72Updated 9 months ago
- Readers for the data from the International Soil Moisture Network☆46Updated 5 months ago