21 skills found
fengjiqiang / LSTM Wind Speed ForecastingLSTM to predict wind speed
GMfatcat / ConvLSTM CNN For Tropical CycloneImages timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
balandhanka / Windspeed Forecasting LSTM GRUTime series Forecasting of Wind speed based on different deep learning methods LSTM - GRU
Hereon-KSN / Cygnss DeploymentWeb Interface for Wind Speed Prediction
pilotak / WeatherMetersArduino library for processing wind speed, wind wane and rain gauge sensors (WH 1080, Sparkfun)
umr-lops / Grdwindinversionpython library to compute wind speed from GRD SAR images
L-A-Sandhu / Physics Informed Vectors For Wind Speed PredictionOfficial Implementation of Integrating Physics-Informed Vectors for Improved Wind Speed Forecasting with Neural Networks
grosaktom / Ann Windspeed ForecastEnsemble ANN with two ensembles a MLP and LSTM network for wind speed prediction
Sohan-Rai / Multivariate Windspeed Prediction Using ANNArtificial neural networks model on matlab to predict wind speed. Data on wind speed, humidity, temperature and wind direction was obtained from Bagalkot wind farm, Karnataka, India, in the year 2014.
GeoPressure / GeoPressureRGlobal positioning by atmospheric pressure
ephrem-admasu / Windspeed PredictionNo description available
mlab-modules / WINDGAUGE03Differential pressure wind speed sensor with magnetometer.
davbyr / ParaTCParaTC: Python functions and classes for generating parametric tropical cyclone models.
asthecroweflies / Drone Ml Wind EstimationDrone-based windspeed estimation using 3DR Solo & DJI Mavic Pro attitude data + wind measurements from a 10m sonic anemometer. Builds a KNN and LSTM model to make windspeed predictions. Please cite (from paper below) if you found it helpful!
dipu989 / Weather ApplicationA weather application which informs about current location's name, temprature, windspeed, wind-direction and humidity.
twright1521 / OceanColorPolarizationModel V1Matlab code that generates simulation files for the RayXP program and plots the necessary results in a separate script. This model uses the PTH_mmVF files from the SolLib directory of RayXP to use as scattering functions for the different wavelengths. Ocean surface optical properties are determined by the mathematical relationships between chlorophyll concentration, CDOM, and NAP as outlined by Alexander Gilerson's research. Windspeed is also modeled through RayXP and can be changed in the script.
h-fuzzy-logic / Python WindspeedPredicting windspeed from satellite images of tropical storms
ICCT-ML-in-geodesy / CyGNSS WindspeedNo description available
sxdjt / Ha Windspeed HeatmapHome Assistant card displaying wind speed history as a color-coded heatmap
UmeshRaval / HVAC Using Reinforcement LearningIt utilizes a defined environment to improve HVAC energy efficiency using Reinforcement Learning Control Algorithms. Several parameters including temperature, humidity and windspeed were used to train the RL agent.
