http://ibm.biz/cfcsc-wildfires - predict the wildfire/bushfire area for 7 regions in Australia for each day in February 2021
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May 5, 2021 - Jupyter Notebook
http://ibm.biz/cfcsc-wildfires - predict the wildfire/bushfire area for 7 regions in Australia for each day in February 2021
Deep Learning Models for Wildfire Danger Forecasting
A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images
SAVeTrEE is a script within Google Earth Engine for classifying areas of vegetation mortality. It prompts the user for a year, duration, and spectral index for which a mortality map should be produced, then fits a trend line to an imagery time sequence of vegetative spectral index values calculated from Landsat multispectral data. The slope of t…
Detection & monitoring platform of wildfires
Download wildfires data from CalFire
Alaska Project Ideas, mentored by the researchers and collaborators of University of Alaska and supported by open-source entities and enthusiasts in Alaska.
Python for Raw Sentinel-2 data (PyRawS) is an open-source software providing utilities to open and process Sentinel 2 RAW data, which corresponds to a decompressed version of Level-0 data with additional metadata. The software is demonstrated on the first Sentinel-2 dataset containing raw data for warm temperature hotspots detection/classification.
Documentation: Methodology and Exploratory Data Analysis
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS)
Download watch, warning and advisory data from the National Weather Service
Teleconnection-driven vision transformers for improved long-term forecasting
Download wildfires data from NOAA satellites
This repo contains open-source tools and tutorials developed by scientists and engineers funded by the NASA TROPESS project.
Download wildfires data from the National Interagency Fire Center
A superset of various wildfire smoke datasets.
Live wild fire data visualization, historical data analysis, future fires prediction based on Machine Learning model
Project Athena - Quadrupedal Objection Detection System
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