h-cel / ClimateVegetationDynamics_GrangerCausalityLinks
Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannopoulou et al., GMD & ERL 2017
☆31Updated 5 years ago
Alternatives and similar repositories for ClimateVegetationDynamics_GrangerCausality
Users that are interested in ClimateVegetationDynamics_GrangerCausality are comparing it to the libraries listed below
Sorting:
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆49Updated 4 years ago
- PCMCI version 4.1☆14Updated 4 years ago
- Example python scripts to detect flash drought events from gridded soil moisture data☆11Updated last year
- Multi-Site and -Objective calibration method for SWAT model☆42Updated 4 years ago
- run theory to characterize drought indices☆20Updated 4 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆21Updated 2 years ago
- plot function by Longhao Wang☆34Updated last year
- Quantification of global drought recovery probability based on Vine Copula☆15Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- LSTM Data and Model for Streamflow Forecasting☆37Updated 2 months ago
- This is a R pacakage to indentify flash droughts with different methods☆16Updated last year
- 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
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 2 years ago
- 12 baseflow separation methods with automatic parameter calibration☆32Updated 4 months ago
- Code for implementing Extended Triple Collocation (ETC)☆11Updated 9 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 2 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
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 4 years ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)☆21Updated 2 years ago
- A collection of implementations functions implementing variants of the triple collocation method☆11Updated 10 years ago
- ☆11Updated 3 years ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆20Updated 5 months ago
- Python code for evaluating geophysical models using conventional and triple collocation methods☆20Updated 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 5 years ago
- Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network☆37Updated 4 years ago
- Scripts to control HEC-RAS V5.0 with Matlab with an application to Flood inundation forecasting☆13Updated 5 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆19Updated 4 years ago
- Accompanying code for CCAM dataset☆24Updated last year
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago