aleksada / DeepKrigingLinks
☆62Updated 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
- ☆33Updated last year
- fill the GRACE gap using novel Transformer method☆17Updated last year
- ☆20Updated 6 months ago
- This repository contains SWE simulation codes including multi-resolution and parallel codes.☆27Updated 10 months ago
- coupled hydrologic and hydrodynamic modeling framework☆20Updated last year
- A Python package for Earth forecasting transformer☆90Updated last year
- Variational Causal Bayesian Inference for Seismic Multi-hazard Estimation from Satellite Images☆14Updated 2 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆51Updated 4 years ago
- ☆22Updated 5 years ago
- Geostatistics in Python☆92Updated 5 years ago
- Gaussian Process emulators in Python☆18Updated 6 years ago
- Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data☆35Updated 10 months ago
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 4 years ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Updated 3 years ago
- Geostatistical variogram estimation expansion in the scipy style☆245Updated last month
- Spatial interpolation methods.☆60Updated 2 months ago
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆48Updated last year
- A Python library for fitting streamflow rating curves.☆20Updated 3 weeks ago
- Deep learning model for predicting environmental variables on river systems☆21Updated 2 years ago
- Flood mapping program based on high-resolution terrain analyses☆41Updated 2 years ago
- Simple Functions for spatial interpolation using machine learning☆24Updated 4 years ago
- Groundwater Time Series Modeling Challenge☆66Updated 11 months ago
- Lisflood Test Catchments use cases☆22Updated 3 months ago
- SuperflexPy: The flexible language of hydrological modelling☆59Updated 6 months ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆54Updated 8 months ago
- The Green-Ampt method of infiltration estimation☆11Updated 10 years ago
- ☆49Updated last year
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 5 years ago