RegiusQuant / ESIDLMLinks
Enhanced Spatial-Temporal Interpretable Deep Learning Model
☆21Updated 2 years ago
Alternatives and similar repositories for ESIDLM
Users that are interested in ESIDLM are comparing it to the libraries listed below
Sorting:
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆18Updated 4 years ago
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆15Updated 2 weeks ago
- Visualize Himawari-8 satellite data☆15Updated 2 years ago
- fill the GRACE gap using novel Transformer method☆13Updated 6 months ago
- Paper scripts for O and Orth (Scientific Data, 2021)☆14Updated 3 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆20Updated 2 years ago
- Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic c…☆71Updated last year
- ☆13Updated 2 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆21Updated 3 years ago
- Assignment: Inverting Leaf Area Index (LAI) with MODIS data and ProSAIL model☆15Updated 3 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆11Updated last year
- plot function by Longhao Wang☆34Updated last year
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆48Updated last month
- A Python Package for Statistical Analysis of Climate☆62Updated 10 months ago
- SMAP soil moisture downscaling☆12Updated last year
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Updated 3 years ago
- Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil…☆7Updated 2 years ago
- Interpretive deep learning for identifying flooding mechanisms☆20Updated 11 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Optimal Multivariate-stratification Geographical Detector model☆16Updated 7 months ago
- ☆20Updated 11 months ago
- ☆22Updated 4 years ago
- ☆10Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- Deep learning approaches for statistical downscaling in climate☆71Updated 2 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago