RegiusQuant / ESIDLM
Enhanced Spatial-Temporal Interpretable Deep Learning Model
☆21Updated last year
Alternatives and similar repositories for ESIDLM:
Users that are interested in ESIDLM are comparing it to the libraries listed below
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆16Updated 4 years ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆20Updated 2 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- fill the GRACE gap using novel Transformer method☆13Updated 4 months ago
- This repository is to identify drought, heatwave, and compound drought and heatwave events on a daily basis and across four seasons(daily…☆14Updated 4 months ago
- ☆13Updated 2 years ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- Codes for Geographical Convergent Cross Mapping Method, It is designed for to infer causality from spatial cross-sectional data.☆37Updated 2 months ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆19Updated 3 years ago
- Interpretive deep learning for identifying flooding mechanisms☆19Updated 9 months ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- The Common Land Model☆40Updated this week
- use ANUSplin software to interpolate meteorology indices☆24Updated 7 months ago
- The repository is for the script used in the paper "The evaluation of meteorological drought in CMIP5 model simulations" (2016)☆10Updated 8 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…☆67Updated last year
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Updated 3 years ago
- Detection and Attribution framework in python using the Optimal Fingerprinting Approach (Hasselmann, 1993; Ribes et al. 2013)☆45Updated 5 years ago
- Assignment: Inverting Leaf Area Index (LAI) with MODIS data and ProSAIL model☆15Updated 3 years ago
- Bayesian Model Averaging☆10Updated 5 years ago
- SMAP soil moisture downscaling☆12Updated last year
- ☆15Updated 4 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
- Accompanying code for CCAM dataset☆22Updated last year
- Visualize Himawari-8 satellite data☆15Updated 2 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Optimal Multivariate-stratification Geographical Detector model☆16Updated 5 months ago
- ☆19Updated 9 months ago
- A Python Package for Statistical Analysis of Climate☆62Updated 8 months ago
- Python package for accessing and downloading CMIP6 database☆128Updated last year