RegiusQuant / ESIDLM
Enhanced Spatial-Temporal Interpretable Deep Learning Model
☆18Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ESIDLM
- Soil quality both increases crop production and improves resilience to climate change☆10Updated 2 years ago
- Visualize Himawari-8 satellite data☆15Updated last year
- quantile mapping applied to climate model output☆12Updated 5 months ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆13Updated 2 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆12Updated last year
- Some tips of Python in the Atmospheric Science☆11Updated 2 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆12Updated 2 months ago
- Quantification of global drought recovery probability based on Vine Copula☆13Updated 9 months ago
- Repo for the paper: Climate change in the High Mountain Asia in CMIP6☆12Updated 3 years ago
- Streamflow Prediction in (Dammed) Basins (SPDB) with Deep Learning models☆11Updated last year
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated 6 months ago
- Datasets that can be used as example inputs/outputs for the associated `climate_indices` package☆13Updated 5 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- lightweight calibration scripts for the WRF Hydro model.☆8Updated 3 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆14Updated 4 years ago
- use ANUSplin software to interpolate meteorology indices☆20Updated last month
- ☆28Updated last year
- Jupyter Notebooks demonstrating basic wrf-python usage.☆11Updated 3 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated 11 months ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆22Updated 5 months ago
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆10Updated 4 months ago
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆17Updated 2 years ago
- Bias correction method using quantile mapping☆13Updated 11 months ago
- ☆12Updated 7 years ago
- This is a R pacakage to indentify flash droughts with different methods☆13Updated last year
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆13Updated 2 years ago
- Satellite remote sensing based reservoir operations monitoring☆10Updated last year
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Updated 3 weeks ago
- Eliassen-Palm flux diagnostics script in the form employed by Edmon, H. J., B. J. Hoskins, and M. E. McIntyre, 1980: Eliassen‐…☆12Updated 9 years ago