VGrabar / Weather-Prediction-NNLinks
Weather conditions forecast with LSTM-CNN model
☆11Updated 2 years ago
Alternatives and similar repositories for Weather-Prediction-NN
Users that are interested in Weather-Prediction-NN are comparing it to the libraries listed below
Sorting:
- Example python scripts to detect flash drought events from gridded soil moisture data☆12Updated last year
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆19Updated 4 years ago
- Source code for the publications on "a non-linear Granger-causality framework to investigate climate–vegetation dynamics", by Papagiannop…☆31Updated 6 years ago
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆11Updated 5 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆13Updated 4 years ago
- Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)☆12Updated 2 years ago
- This is a R pacakage to indentify flash droughts with different methods☆18Updated 2 years ago
- run theory to characterize drought indices☆22Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Updated 6 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…☆87Updated last year
- 基于LSTM针对长时序的气温、降水、气压、相对湿度、风速等气象站点数据,对尼洋河径流进行模拟预测☆35Updated last year
- Interpretive deep learning for identifying flooding mechanisms☆22Updated last year
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆20Updated 5 years ago
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆51Updated 5 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- Quantification of global drought recovery probability based on Vine Copula☆18Updated 2 years ago
- LSTM Data and Model for Streamflow Forecasting☆44Updated 8 months ago
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 8 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- This repository provides a code to model Land Surface Temperature (LST) as one of the most important environmental factors used to monito…☆11Updated 4 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆104Updated 5 years ago
- Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"☆15Updated 5 years ago
- Typhoon Prediction☆13Updated 6 years ago
- Water flow forecasting in a hydroelectric power plant using PyTorch☆17Updated 2 years ago
- Distributed dynamic process model (DDPM) is a bidirectional coupling eco-hydrological model for (but not limited to) steppe inland river …☆10Updated 7 months ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated 2 years ago
- public codes for fusing CNN networks☆23Updated 6 years ago
- fill the GRACE gap using novel Transformer method☆17Updated last year