ivanzvonkov / forestcastingLinks
Forest fire prediction powered by analytics
☆15Updated 2 years ago
Alternatives and similar repositories for forestcasting
Users that are interested in forestcasting are comparing it to the libraries listed below
Sorting:
- a deep model that segments water on multispectral images☆151Updated 2 years ago
- End-to-end workflow for generating high resolution cropland maps☆109Updated last month
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆113Updated 4 years ago
- Annual and in-season crop mapping in Kenya☆24Updated 4 years ago
- Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networ…☆102Updated 3 years ago
- Crop classification of fields in South Africa using multispectral imagery☆17Updated 2 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆47Updated last year
- ☆35Updated 2 years ago
- ☆72Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆80Updated 3 years ago
- Automatically create machine learning datasets from satellite images☆42Updated 3 years ago
- Earth observation framework for scaled-up processing in Python☆45Updated this week
- Repo for testing foundation models☆56Updated last year
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆50Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 8 months ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆34Updated 5 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆110Updated 2 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆39Updated 2 years ago
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆34Updated last year
- ☆32Updated 8 months ago
- Sentinel 2 and Landsat 8 Atmospheric correction☆38Updated last year
- Models for the EarthNet2021 challenge.☆46Updated 3 weeks ago
- The STARFM fusion model for Python☆145Updated 2 years ago
- OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.☆96Updated 2 weeks ago
- List of datasets and codes for remote sensing LULC applications.☆48Updated last year
- ☆57Updated last year
- Deep Learning algorithms applied to characterization of Remote Sensing time-series☆34Updated 5 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆99Updated 4 years ago