Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)
☆23Oct 3, 2022Updated 4 years ago
Alternatives and similar repositories for CLSTM
Users that are interested in CLSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆18Jul 29, 2025Updated last year
- Improved Daily SMAP Satellite Soil Moisture Prediction over China using deep learning model with transfer learning☆17Jul 22, 2021Updated 5 years ago
- A collection of implementations functions implementing variants of the triple collocation method☆11Nov 19, 2014Updated 11 years ago
- Paper scripts for O and Orth (Scientific Data, 2021)☆15Aug 13, 2021Updated 5 years ago
- This software uses a config file (config.py), which is a settings file, to build and run SWAT+ models. Users can share the config along w…☆16Mar 9, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Large-scale nonlinear Granger causality (lsNGC): code for the Scientific Reports 2021 paper☆10Oct 2, 2026Updated last week
- [SC2023] POMELO: Fine-grained Population Mapping from Coarse Census Counts and Open Geodata☆13Aug 5, 2024Updated 2 years ago
- JAX implementation of 'A Two-Layer model of Soil Hydrology' (Mahrt & Pan, 1984) for timeseries at a point location.☆11Oct 23, 2024Updated last year
- Software for postprocessing the SMAP-HydroBlocks dataset from the Hydrological Response Unit (HRU) space into the geographically gridded …☆32Apr 12, 2025Updated last year
- Example python scripts to detect flash drought events from gridded soil moisture data☆13Apr 6, 2024Updated 2 years ago
- A Python Package of Hydrological Model for Coupled Natural–Human Systems☆22Aug 31, 2026Updated last month
- [Geography of Poverty 2026] Awesome papers on Earth Observation (EO), Machine Learning (ML), and Causal Inference (CI)☆12Jan 18, 2026Updated 8 months ago
- ☆19Jan 21, 2021Updated 5 years ago
- A library for handling Structural Causal Models and performing interventional and counterfactual inference on them.☆13Jul 3, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The automated workflow for setting up SWAT Models presented in Chawanda et al., 2019 EMS☆28Oct 9, 2019Updated 7 years ago
- Physics-informed neural networks for the Richardson-Richards equation☆35Sep 17, 2020Updated 6 years ago
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆12Feb 10, 2024Updated 2 years ago
- 一个基于JAVA的简易植物大战僵尸游戏的的实现☆15Dec 22, 2025Updated 9 months ago
- ☆12Oct 25, 2018Updated 7 years ago
- The iRONS toolbox provides a set of Python functions implementing typical reservoir modelling task and a set of interactive Jupyter Noteb…☆11Apr 22, 2026Updated 5 months ago
- ☆18Nov 9, 2021Updated 4 years ago
- ENSO forecasting competition.☆11May 22, 2021Updated 5 years ago
- A Python implementation of GRACE Spherical Harmonics Synthesis☆21May 30, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- python programs and procedures that facilitate local application of the earth2observe global water resources reanalysis☆10Nov 21, 2017Updated 8 years ago
- Readers and converters for Soil Moisture Active Passive (SMAP) data.☆15Mar 11, 2026Updated 7 months ago
- rainfall runoff hydrological model (XAJ新安江水文模型)☆11Oct 9, 2023Updated 3 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆111May 14, 2020Updated 6 years ago
- ☆12Jul 28, 2018Updated 8 years ago
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Jun 24, 2026Updated 3 months ago
- Pytorch implementation of Deformable Convolutional Network☆21Feb 22, 2019Updated 7 years ago
- STSG_v1 IDL codes for the reconstruction of NDVI time-series data☆15Nov 5, 2018Updated 7 years ago
- Code for learning with data heterogeneity (ICDM'21 Best Paper Award)☆26Mar 13, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Jun 26, 2018Updated 8 years ago
- BEPS Evapotranspiration and Photosynthesis model in Julia☆18Aug 15, 2026Updated last month
- In which I play with the ideas surrounding causality☆54Jul 23, 2022Updated 4 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆32Jan 2, 2023Updated 3 years ago
- A tutorial on Bayesian multilevel modeling using R and Stan.☆14Nov 19, 2021Updated 4 years ago
- LidarPointCloudReconstruction☆13May 26, 2024Updated 2 years ago
- Fonts from http://wps-community.org/☆11Jun 6, 2020Updated 6 years ago