wildfires
There are 0 repository under wildfires topic.
ESA-PhiLab / PyRawS
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.
Language:Jupyter Notebook 67Orion-AI-Lab / wildfire_forecasting
Deep Learning Models for Wildfire Danger Forecasting
Language:Python 55- Spot-Challenge-Wildfires
Call-for-Code / Spot-Challenge-Wildfires
http://ibm.biz/cfcsc-wildfires - predict the wildfire/bushfire area for 7 regions in Australia for each day in February 2021
Language:Jupyter Notebook 41 mnpinto / banet
A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images
Language:Jupyter Notebook 38datadesk / nasa-wildfires
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS)
Language:Python 28- televit
Teleconnection-driven vision transformers for improved long-term forecasting
Language:Python 24 - GSoC
uaanchorage / GSoC
Alaska Project Ideas, mentored by the researchers and collaborators of University of Alaska and supported by open-source entities and enthusiasts in Alaska.
- Wildfire-Smoke-Detection
jasonmanesis / Wildfire-Smoke-Detection
Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.
Language:Jupyter Notebook 16 Download wildfire incidents data from InciWeb
Language:Python 12Download wildfires data from the National Interagency Fire Center
Language:Python 12Multielio / Wildfire-Simulator-v0.9
Simulator based on the real physical phenomenons acting in a wildfire, deals with wind, heat capacities..an more.
Language:Python 11- Language:Python 10
- pyro-platform
pyronear / pyro-platform
Detection & monitoring platform of wildfires
Language:Python 10 Download wildfires data from NOAA satellites
Language:Python 9ireneshtepa / Project_planet_on_fire
Live wild fire data visualization, historical data analysis, future fires prediction based on Machine Learning model
Language:Python 9NASA-DEVELOP / SAVeTrEE
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 the trend line, as well as the spectral index values, are used in determining the final classification of each pixel within the study area. Classification categories are: 1) Growing 2) Mortality (declining) 3) Stable Vegetation and 4) Stable Barren.
hildobby / fire-suppression-abm
Agent-based modeling 2D wildfire suppression simulator tool built on the mesa framework in Python
Language:Python 8Download wildfires data from CalFire
Language:Python 7isaacarroyov / thesis_undergrad
Documentation: Methodology and Exploratory Data Analysis
Language:Jupyter Notebook 7Camilo-Mora / Diseases
Systematic assessment of the impacts of climate change on human pathogenic diseases
Language:HTML 6- Wildfire-Prediction-from-Satellite-Imagery
doguilmak / Wildfire-Prediction-from-Satellite-Imagery
Building models that can predict whether an area is at risk of a wildfire or not on satellite images.
Language:Jupyter Notebook 6 manucabral / argview-reports
Environmental issues reports from Argentina
Language:Python 6jjdabr / BPINN-Wildfire
Implementation of Dabrowski et. al., "Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires"
Language:Python 5JorgeFCS / Deep-Learning-fire-segmentation
Implementation of several state-of-the-art Deep Learning models for fire semantic segmentation.
Language:Python 5mkmcc / ThomasFire
Map of the Thomas Fire, using data from NASA's MODIS and VIIRS satellites
Language:Jupyter Notebook 5GabrielCarames / argview-data-visualization
Forecast app from many provinces in Argentina
Language:SCSS 4MatteoM95 / CEMS-Wildfire-Dataset
A large dataset (500+ images) of past wildfire from Copernicus EMS using Sentinel-2 images in the period 2017- 2023
Language:Jupyter Notebook 4- scucomplexfires
dotimothy / scucomplexfires
A clean and lightweight website to provide essential information, resources, and links about the SCU Lightning Complex Fires.
Language:HTML 3 Fire-and-Dryland-Ecosystems-Lab / SheFireModel
Soil Heating in Fire (SheFire) Model: Annotated .Rmd scripts and an R package to build and use a SheFire model for how different soil depths heat and cool during fires
Language:R 3laulloliv / firesintheamazon
Project FITA: Fires in the Amazon. WebApp para análise e classificação de imagens de satélite da Amazônia.
Language:CSS 3MattDorling / wildfire-dataset
A superset of various wildfire smoke datasets.
pjn51 / modeling-wildfire-risk
Predicting wildfire risk using classification and regression tools. My final project as part of the Metis data science bootcamp.
Language:Jupyter Notebook 3- Language:JavaScript 3
adamancer / ea-drought-burn
Notebooks and code for evaluating the effect of vegetation mortality on wildfire burn severity in the Woolsey Fire
Language:HTML 2danielgonzalez3 / CPE190
Project Athena - Quadrupedal Objection Detection System
Language:C++ 2qgispe / Modelo-IncendiosForestales
Modelo desarrollado en el ensamblador de modelos de QGIS; este modelo permite estimar el área quemada y la severidad de la quema.
Language:QML 2
