DojoZheng / AirQualityPredictionLinks
This project has applied some Machine Learning techniques to analyse and predict the Air Quality in Beijing.
☆35Updated 6 years ago
Alternatives and similar repositories for AirQualityPrediction
Users that are interested in AirQualityPrediction are comparing it to the libraries listed below
Sorting:
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆23Updated 5 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- ☆31Updated 2 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆61Updated 3 years ago
- ☆59Updated 6 years ago
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆69Updated 6 years ago
- Machine Learning Project - Classifying Satellite Images using Convolutional Neural Networks☆11Updated 6 years ago
- Deep Learning Models for Wildfire Danger Forecasting☆75Updated 3 years ago
- We aim to build an ML model that will predict the yield of a crop using time series analysis of remote sensing data.☆47Updated 2 years ago
- Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.☆49Updated 4 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆58Updated 3 years ago
- A tool which is capable of making predictions of cereal and potato yields for districts of the Slovak Republic.☆13Updated 4 years ago
- Visualize Himawari-8 satellite data☆17Updated 2 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 10 months ago
- Jupyter notebooks and Python code for analyzing air quality (fine particle, PM2.5)☆38Updated 4 years ago
- Code Repository for: "Multitask Learning for Estimating Power Plant Greenhouse Gas Emissions from Satellite Imagery" from NeurIPS 2021 Wo…☆31Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆18Updated 3 years ago
- Machine learning to predict floods☆69Updated 5 years ago
- This repository contains my code for the "Crop Yield Prediction Using Deep Neural Networks" paper.☆48Updated 2 years ago
- The proposed system will be able to predict the crop yield production which will be useful to farmers for harvesting and storage. The sys…☆28Updated 8 months ago
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆10Updated 5 years ago
- Prediction of crop yields using machine learning.☆63Updated 2 years ago
- Exploring the effect of COVID-19 in air pollution by using satellite data, with the sentinelsat and cartopy libraries.☆13Updated 5 years ago
- State-of-the-art crop type classification with Sentinel 2 imagery☆21Updated 6 years ago
- This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"☆159Updated last year
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆29Updated 6 years ago
- Modis land surface temperature image downscaling using NDVI as a predictor with random forest regression☆23Updated 3 years ago
- Prediction of whether a flood may occur or not, depending rainfall data, using machine learning algorithms☆47Updated 5 years ago
- ☆31Updated 6 years ago