Wildfire dataset csv. Datasets include: Fire Occurrence, Fire Perimeters, Historical Operational Data, Jurisdiction, Remote Automatic Weather Stations (RAWS), Potential Operational Delineations (PODs), Geographic Area Coordination Centers (GACCs), Federal Dispatch Areas, Predictive May 14, 2025 · About This Page I created this page to organize and share the wildfire-related datasets I've found useful in my research and professional work. Zip File 1: A combined wildfire polygon dataset ranging in years from 1878-2019 (142 years) that was created by Forest Fires Data Set predict the burned area of forest fires using meteorological and other data USGS researchers created a comprehensive wildfire dataset for the United States that spans 142 years, from 1878-2019. Additional data layers are available through the Forest Service Research Data Archive. An ML model to predict the occurrence of wildfires in California - NikhilKant10/Wildfire_predictive_model The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter Jul 6, 2024 · This dataset is comprised of four different zip files. In this page, you’ll find the best data sources for wildfire data. This dataset is comprised of two different zip files. Their wisdom and guidance helped us build the dataset as it currently exists. Feb 7, 2022 · First, we would like to thank the wildland fire advisory group. Metadata is available that describes the content, source, and currency of the data. Shaded fuel breaks are wildfire Nov 21, 2023 · This dataset comprises information related to forest fires and is intended for training algorithms designed for forest fire detection, alongside data for object detection. json) Wildfire Risk to Communities data are available for download as tables and GIS files. This is one of the most comprehensive wildfire datasets available and was created from 12 different and online wildfire datasets. The dataset's accuracy and completeness have been enhanced through a series of specialised processes within a GIS environment, including the deletion of areas smaller than 1 square kilometre and the correction of spatial errors in wildfire locations. 2007 Published in New Trends in Artificial Intelligence, Proceedings of the 13th EPIA 2007 - Portuguese Conference on Artificial Intelligence Wildfire Smoke Images Dataset This is a superset of the largest annotated wildfire smoke datasets that I have been able to find. Zip File 1: A combined wildfire polygon dataset ranging in years from 1878-2019 (142 years) that was created by merging and dissolving fire information from 12 different original wildfire datasets to create one of the most comprehensive wildfire datasets available. CAL FIRE Exemption Notices Right-of-Way TA83 All Exemption Notices (EXs) of Timber Operations accepted by the California Department of Forestry & Fire Protection. The section dedicated to fire classification consists of 2974 images, divided into two categories: the first category includes images depicting forest fires, while the second category contains images of intact forests Dec 6, 2020 · We present the first open-source wildfire dataset that combines historical wildifre occurrences with relevant features extracted from satellite imagery. python-ml-course / datasets / forest-fires / forestfires. ERA5-HRS represents an improved dataset compared to several other reanalyses in terms of accuracy, as well as spatial and temporal coverage. Spanning 2,700 aerial and ground-based images, it has been curated from a diverse array of online platforms such as government databases, Flickr, and Unsplash. You can view some data in the Explore section of this website. Contribute to MFY10/wildfire-dataset development by creating an account on GitHub. Designed for researchers and practitioners, it integrates meteorological data from NOAA Climate Data Online with fire incident data from CAL FIRE. Global Active Fire Detections from MODIS and VIIRS (2024-11-01 to 2025-01-13) Feb 28, 2008 · A data mining approach to predict forest fires using meteorological data By P. First stop for wildland fire data! Federal interagency wildland fire maps and data used in active wildland fire response and planning. The original 40 layers were all f The dataset contains AFD dispatched fire incident records from calendar year 2021-2023. Currently, there are Aug 24, 2020 · This dataset is comprised of four different zip files. The dataset is in tabular format (csv) and the emissions estimates are derived from adopting 'bottom up' inventory-based methods (Seiler & Crutzen, 1980) and based on the IPCC Tier 1 approach for Greenhouse Gas Inventories (GHGI), as outlined in the IPCC Guidelines. This guide is intended as a practical reference for anyone . Zip File 1: The data within this zip file are composed of two wildland fire datasets. The dataset includes engineered features that enhance predictive modeling capabilities, making it suitable for We present a global high-resolution calculation of the Canadian Fire Weather Index (FWI) System Indices using surface meteorology from the ERA5-HRS reanalysis for 1979–2018. (1) A merged dataset consisting of 40 different wildfire and prescribed fire layers. Some of which create CSV files that can be loaded into another application. These include satellite-derived fire detection products, fire radiative power (FRP) data, emission estimates, and other relevant geospatial resources from agencies such as NOAA, NASA, and ESA. Dataset description - Wildfire mechanical fuel treatments are vegetation reduction projects also known as "Shaded fuel Breaks". Methods documentation Three white papers summarize the methods used to develop the data at Wildfire Risk to Communities. Additionally, the dataset is enhanced with cloud and landcover masks, providing more valuable information for future training of a semantic segmentation model. Aug 11, 2025 · This dataset offers information on natural wildfires that occurred worldwide in 2022. csv Cannot retrieve latest commit at this time. json) Archive Download Download active fire/hotspot information older than the last 7 days as: shapefiles (. Our dataset, with over 17 million data points, is created using a novel approach to process large-scale raster and vector data. The wildfire dataset symbolizes a concerted effort to explore the capabilities of RGB imagery in the realm of forest fire detection through machine learning methodologies. Operations are exempt from the plan preparation and Oct 10, 2025 · Download National Datasets Data collected and managed by Forest Service programs is available in a map service and two downloadable file formats – in a shape file and an ESRI file geodatabase. It provides crucial data to understand these global events. The dataset Fire and Weather Data Extract is used to obtain wildland fire management information through various Cognos reports. Cortez, Aníbal de Jesus Raimundo Morais. The FWI calculation is performed using two different procedures for setting the The Fire and Aviation Management IT Portal brings together Applications, Tools and Services to support Federal, State and Local government agencies which provide support for all wildfires and other incidents. This dataset is comprised of four different zip files. Attributes describing fires that were reported in the various source data, incl Examples of wildfires data include wildfire datasets, forest fire data, historical wildfire data, and wildfire dataset CSV files. I have collated them here and converted the annotations into the YOLOv5 format to provide a single unified dataset for myself and others to use. The dataset includes Sentinel-2 images related to wildfires, along with their respective severity and delineation masks. shp), comma-separated text files (. Jan 21, 2025 · Description: This dataset provides a comprehensive compilation of weather observations and wildfire data in California from 1984 to 2025. Archive Download Download active fire/hotspot information older than the last 7 days as: shapefiles (. This data is used for various purposes such as studying fire behavior, analyzing fire patterns, assessing fire risk, and developing strategies for fire management and prevention. This dataset is published and maintained through the Wildland Fire Enterprise Geospatial Portal (EGP), a centralized GIS platform to support operational fire management, situational awareness, and interagency coordination. The Copernicus Emergency Management Service (CEMS) Wildfire dataset spans from June 2017 to April 2023. csv) or JSON files (. Disclaimer: The Austin Fire Department does not assume liability for any First, we would like to thank the wildland fire advisory group. llnycp nkkuj xaa qs4tar j0 jaqg3 t2uphz gzm0 aab7em qad9k