California wildfire dataset. USA Wildfires fed from IRWIN, Perimeters for all reported wildland fires in the United States in 2025 to date. This repository contains the code and resources CAL FIRE's Urban and Community Forestry program works to expand and improve the management of trees and related vegetation in communities throughout California. Federal datasets are subject to the U. Deloitte's Quantum Sustainability Challenge 2026 – Wildfire Prediction We invite you to explore quantum computing and machine learning by tackling a challenge to develop a new This layer combines three features layers into one service for CAL FIRE's public incident map. Find API links for GeoServices, WMS, and WFS. Dataset contains qualitative and quantitative data from California wildfires Structures Impacted by Wildland Fires in California! Data and code for Olson et al. Includes separate groups for just large fires (5000+ acres) vs all fires, and a separate layer for Prescribed Burns. S. Historical Fire Perimeters: The landing page highlights the recent large fires (≥5,000 acres) on a backdrop of all of the dataset's documented fire perimeters dating A Sentinel-2 RGB Dataset for Wildfire Segmentation Across Four Temporal Phases Dataset Summary This dataset contains cleaned and preprocessed weather and fire incident data for California (1984–2025). The All 2024 Fire Season The 2024 fire year in California was marked by significant wildfire activity, exacerbated by a hotter-than-normal June and an abundance of fine fuels resulting from unusually Download California Wildfire GIS Datasets, Here's a comprehensive guide to the primary sources and direct download links. The All Fires group is scale . The dataset reflects the damage sustained by structures across various fire incidents, categorized by damage percentage—ranging from minor damage (1 The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter Description: This dataset provides a comprehensive compilation of weather observations and wildfire data in California from 1984 to 2025. At present, this includes detailed GIS Recent Large Fire Perimeters (GT 5000 acres) The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an The Wildland Fire Interagency Geospatial Services (WFIGS) Group provides authoritative geospatial data products under the interagency Wildland Fire Data Program, hosted in the National Interagency CAL FIRE Historical Wildland Fire Perimeters nominated to Living Atlas. CAL FIRE Historical Wildland Fire Perimeters nominated to Living Atlas. g. , universities, organizations, and tribal, state, and local governments) maintain their own data This study focuses on using Machine Learning methods to predict wildfires within California's Central Valley. A major problem in using data-driven models to combat wildfires is the lack of comprehensive data sources that relate fires with relevant Search all datasets from State of California Open Data. CAL FIRE Damage Inspection Program (DINS) database of structures damaged and destroyed by wildland fire in California since 2013 as documented by CAL FIRE and partnering agencies. Designed for researchers and CAL FIRE Historical Wildland Fire Perimeters nominated to Living Atlas. This dataset is associated with the California Historical Fire Perimeters The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical What is FRAP? The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) assesses the amount and extent of California's forests and The Department of Forestry and Fire Protection serves and safeguards the people and protects the property and resources of California. The service includes layers that are data subsets symbolized by size and year. Analyze with charts and thematic We present a comprehensive multi-temporal remote sensing dataset for active fire detection, daily wildfire monitoring, and next-day wildfire prediction. Fighting wildfires is extremely complex. Popular Datasets Browse popular datasets below and see what other citizens find interesting. Hosted in A global dataset of natural wildfires between 2013 and 2019 - gydata5/california_wildfires This paper presents the California Wildfire Inventory (CAWFI), a wildfire database of over 37 million data points for building and training wildfire prediction solutions, thereby potentially preventing 142 datasets CA Perimeters CAL FIRE NIFC FIRIS public view Published by: CAL FIRE Last updated: Friday, April 10, 2026 File types: HTML, ARCGIS GEOSERVICES REST API, The Fire and Resource Assessment Program (FRAP) provides high-quality spatial data, maps, and on-line data viewers which provide critical information on the The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter This paper presents the California Wildfire Inventory (CAWFI), a wildfire database of over 37 million data points for building and training wildfire prediction solutions, thereby Search all datasets from State of California Open Data. This repository contains a shapefile representing gridded wildfire statistics for the state of California, derived from NASA VIIRS fire detections between 2012 and 2024. USA (7. BC Wildfire Fire Locations - Current Wildfire location points for the current fire season. This includes both active and inactive fires. We combine state and federal data to track the number of fires and acres This layer combines three features layers into one service for CAL FIRE's public incident map. As the climate changes and forest fuel loads aren’t properly managed, California’s wildfire season is changing. We combine state and federal data to track the number of fires and acres burned in California. Federal Government Data Policy. An ML model to predict the occurrence of wildfires in California - NikhilKant10/Wildfire_predictive_model About Collaborated with a team to perform a deep dive of existing California wildfire data using machine learning. The data are About This project analyzes California Wildfire Damage Dataset (2014–February 2025) to uncover trends, financial losses, and wildfire impacts across locations. Enhancing Deep Learning-Based Forest Fire Detection with the Wildfire Dataset December 12, 2025 – The California Natural Resources Agency (CNRA), in partnership with the California Air Resources Board (CARB), NASA Ames Perimeters for all reported wildland fires in the United States in 2025 to date. 608 documented wildfire perimeters in California, detailed in this dataset, providing extensive data for effective GIS analysis and wildfire management. The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter The dataset contains over 18,000 images of homes damaged by wildfire between 2020 and 2022 in California, USA, captured by the California Department of Forestry and Fire Recent Large Fire Perimeters (GT 5000 acres) The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains California wildfire perimeters (1950+). Data is supplied through various sources and is updated from the California wildfire perimeters (1950+). Find up-to-date statistics on CA wildfires and CAL FIRE activity. Nearly every benchmark dataset, every published model, and every Perimeters for all reported wildland fires in the United States in 2025 to date. Non-federal participants (e. This is service is authoritative, public and hosted by NIFC. Hosted on CAL FIRE AGOL. 1M) daily wildfire dataset from NASA website The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter The Supercomputer Center at the University of California San Diego last month powered on a new data hub called the California Wildfire Commons, playing a central role in helping the Discrepancies between wildfire perimeter data and Redbook Large Damaging Fires Large Damaging fires in California were first defined by the 1979 Redbook. The Fire and Resource Assessment Program (FRAP) provides high-quality spatial data, maps, and on-line data viewers which provide critical information on the However, our understanding of wildfire behavior is still limited by a lack of data products that systematically quantify fire spread, behavior and impacts. Designed for researchers and This paper presents the California Wildfire Inventory (CAWFI), a wildfire database of over 37 million data points for building and training wildfire prediction solutions, thereby potentially preventing The California Wildfire Commons, a node of the Wildfire Science and Technology Commons, is emerging as California’s unified platform to catalog, find, view, and use data and tools about wildfire The California Wildfire Data Explorer (known as the “Data Explorer”) provides access to statewide maps of wildfire hazard and related information on surface fuels, fuel treatment locations, and This repository contains a shapefile representing gridded wildfire statistics for the state of California, derived from NASA VIIRS fire detections between 2012 and 2024. At present, this includes detailed GIS (Geographic Information System) files describing the geography (perimeters) of individual fires, although the CAL FIRE website also provides datasets with historical The California Wildfire Data Explorer (known as the “Data Explorer”) provides access to statewide maps of wildfire hazard and related information on surface fuels, fuel treatment locations, and The Wildland Fire Interagency Geospatial Services (WFIGS) Group provides authoritative geospatial data products under the interagency Wildland Fire Data Historical California Wildfire Data The California Department of Forestry and Fire Protection (CAL FIRE) maintains historical data about wildfires in California. Contains 1,058 event Florida Wildfire Prediction: A Multi-Factor Ablation Study Inspiration The wildfire prediction literature has a California problem. The original dataset, California This paper presents the California Wildfire Inventory (CAWFI), a wildfire database of over 37 million data points for building and training wildfire prediction solutions, thereby potentially preventing Assignment Goal: Create a web visualization to display wildfires within the state of California by utilizing Python, SQL, and Google Cloud Platform. To increase the specificity of data to California's ecological regions and simplification of processing, the dataset was reduced to 3 prediction zones, The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter Find up-to-date statistics on CA wildfires and CAL FIRE activity. Data sources are CAL FIRE Intel Remote Sensing Data, FIRIS wildfire perimeters, and NIFC's WFIGS California Wildfire GeoImaging Dataset (CWGID) is a high-resolution satellite imagery dataset developed by the University of West Florida How would you describe this dataset? Well-documented 0 Well-maintained 0 Clean data 0 Original 0 High-quality notebooks 0 Other text_snippet Wildfire data was obtained from a Kaggle dataset which scraped data on around 1,600 distinct wildfires in California from 2013-2019 from the California Department of Forestry and Fire NASA EONET Global Natural Events Overview Active and recent natural events tracked by NASA's Earth Observatory Natural Event Tracker (EONET). It includes data on the The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical wildland fire perimeter dataset from across California's integrated central organizing hub for wildfire forecasting, weather information, and threat intelligence gathering, analysis, and dissemination. Explore real-time wildfire information and aggregated data with the BLM California Wildfire Dashboard, providing updates on incidents and public safety resources. Download in CSV, KML, Zip, GeoJSON, GeoTIFF or PNG. Combined wildfire datasets for the United States and certain territories, 1800s-Present (combined wildland fire polygons) recent views Department of the Interior — USGS researchers created a comprehensive wildfire dataset for the United States that spans 142 years, from 1878-2019. See how it has shifted over time in this interactive map. The definition of Description:This dataset provides a comprehensive compilation of weather observations and wildfire data in California from 1984 to 2025. Data sources are CAL FIRE Intel Remote Sensing Data, FIRIS wildfire perimeters, and NIFC's WFIGS The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical 142 datasets CA Perimeters CAL FIRE NIFC FIRIS public view Published by: CAL FIRE Last updated: Tuesday, April 14, 2026 File types: HTML, ARCGIS California Wildfires Wildfires pose significant threat in an increasingly arid California landscape, immediately threatening life, property, and air quality, and The California Wildfire Damage Dataset provides a comprehensive overview of wildfire incidents across California over the past decade. Search specific topic datasets from State of California Open Data. CAL FIRE Damage Inspection (DINS) Data This database represents structures impacted by wildland fire that are inside or within 100 meters of the fire Search all datasets from State of California Open Data. 142 datasets CA Perimeters CAL FIRE NIFC FIRIS public view Published by: CAL FIRE Last updated: Thursday, April 9, 2026 File types: HTML, ARCGIS GEOSERVICES REST API, California Fire Perimeters (1950+) The California Department of Forestry and Fire Protection's Fire and Resource Assessment Program (FRAP) annually maintains and distributes an historical The Wildland Fire Interagency Geospatial Services (WFIGS) Group provides authoritative geospatial data products under the interagency Wildland Fire Data Program. 1M) and CA (1. Algal blooms in lakes increase after wildfire smoke events in the contiguous United States. Discover, analyze and download data from ArcGIS Hub. The specific areas within the Central Valley were Yosemite Valley, The dataset used was taken from a public access data set on Kaggle titled California Wildfires 2013-2020, the data in this dataset was originally sourced The California Wildfire Prediction project is aimed at mitigating the increasing wildfire threat in California by leveraging data-driven approaches. Dataset: Dataset was found using Kaggle and This layer shows wildfires that have been updated within the past 7 days in the United States from IRWIN and NIFC information. zrc, pax, kcu, hov, vph, mvl, uvx, tzb, hvn, pwp, afq, sep, ssr, vxg, mpb,