leelew / RFGranger
Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil moisture-precipitation feedback", Journal of Hydrometeorology)
☆7Updated 2 years ago
Alternatives and similar repositories for RFGranger:
Users that are interested in RFGranger are comparing it to the libraries listed below
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆10Updated last year
- This is a R pacakage to indentify flash droughts with different methods☆15Updated last year
- Quantification of global drought recovery probability based on Vine Copula☆16Updated last year
- 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
- run theory to characterize drought indices☆18Updated 4 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
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆19Updated 2 years ago
- This repository provides a code to model Land Surface Temperature (LST) as one of the most important environmental factors used to monito…☆10Updated 3 years ago
- Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…☆16Updated last year
- Future reversal of warming-induced vegetation productivity increase in the Northern Lands☆13Updated 3 years ago
- fill the GRACE gap using novel Transformer method☆13Updated 4 months ago
- reconstruct the IPCC AR6 figure☆12Updated 4 months ago
- ☆10Updated 3 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆16Updated 4 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆19Updated 3 years ago
- Google Earth Engine function to compute Temperature-Vegetation Dryness Index (TVDI)☆10Updated this week
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- Distributed dynamic process model (DDPM) is a bidirectional coupling eco-hydrological model for (but not limited to) steppe inland river …☆9Updated last year
- Using the Google Earth Engine (GEE) cloud platform, the Standardised Precipitation Index (SPI), the Soil Moisture Index (SMI), and the Ve…☆14Updated 2 years ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Soil quality both increases crop production and improves resilience to climate change☆10Updated 2 years ago
- ☆21Updated last year
- Statistical dowscaling of climate data at daily scale using quantile mapping (QPM) technique.☆18Updated 2 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 2 years ago
- ☆15Updated last week
- jasa-acs / Toward-Optimal-Fingerprinting-in-Detection-and-Attribution-of-Changes-in-Climate-ExtremesToward Optimal Fingerprinting in Detection and Attribution of Changes in Climate Extremes, by Zhuo Wang, Yujing Jiang, Hui Wan, Jun Yan, …☆12Updated 4 years ago
- ☆19Updated 8 months ago
- Paper scripts for O and Orth (Scientific Data, 2021)☆14Updated 3 years ago
- Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…☆21Updated 2 years ago