Data¶
Data should be open, and follow the FAIR and CARE data principles
Pre-Print & Peer Reviewed Journals¶
arXiv - general science pre-print service (query:wildland fire)
ESSOAr - American Geophysical Union (AGU) pre-print service
International Journal of Wildland Fire
Nature - (query:wildland fire)
Science - (query:wildland fire)
Books and Technical Reports¶
Rocky Mountain Research Station General Technical Reports
Current International Perspectives on Wildland Fires, Mankind and the Environment
Fire ecology and management: Past Present and Future of US Forested ecosystems
Fire on Earth: An Introduction
Stephen J. Pyne, Fire Historian
Wildland Fire Management for Sub-Saharan Africa
Incident Maps / Historical Fire Atlases¶
Canadian National Fire Database
CONAFOR Fire Atlases - National Forestry Commission of Mexico (CONAFOR) fire statitics and fire atlases
Digital Earth Australian Hotspots
ESRI Fire Maps - Access wildfire data, live feeds, technology, and resources
Global Fire Emissions Database
InciWeb (USA) - is an interagency all-risk incident information management system.
NASA FIRMS - Fire Information for Resource Management System
National Infrared Operations - USDA Forest Service National Infrared Operations (NIROPS) Unit collects infrared imagery over current wildfire incidents
National Interagency Coordination Center (NICC) - is the focal point for coordinating the mobilization of resources for wildland fire and other incidents throughout the United States.
NIFC Statistics - statistics of current and past wildfire seasons
NIFC Wildland Fire Data - Federal interagency wildland fire maps and data for all
NPS Wildland Fire Risk Assessments
NPS Wildland Fire Applications
PaleoFire Database - Global paleofire databse
- International Multiproxy Paleofire Database (IMPD) - paleo proxy (tree ring) data of past climate and wildfires.
USFS Fire Occurance 1990-2020 - Spatial wildfire occurrence data for the United States, 1992-2020
Wildfire Risk - Wildfire risk to communities, curated risk data from USFS Research.
WIFIRE Data Commons - ML and AI for wildland fire datasets centered in California
Wildfire Decision Support System (WFDSS) - Wildfire decision support system GIS data for fire modelling
Weather¶
Ameriflux - eddy covariance data
Geographic Area Coordination Centers (GACC) - national interagency incident management coordination pages by region:
Earth Null School - dynamic vizualizations of Earth model and weather data
National Fire Danger Rating System
RAMMB - Regional and Mesoscale Meteorology Branch (RAMMB) GOES-16/17 image animations.
Cyberinfrastructure for AI at the Edge (SAGE) - design and build a new kind of national-scale reusable cyberinfrastructure to enable AI at the edge
AI model training datasets¶
High Performance Wireless Research and Education Network (HPWREN)
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HPWREN Fire Ignition image Library (FIgLib) - sequences of wildland fire images as seen from fixed cameras at HPWREN sites
Radiant Earth ML Hub - cloud-based open library dedicated to Earth observation training data and models for use with machine learning algorithms.
Hydrology¶
HydroShare - CUASHI's online collaboration environment for sharing data, models, and code
- CZO - Critical Zone Observatory data (archived on HydroShare).
Geospatial Data (infrastructure, fuels, topography)¶
3DEP - USGS 3DEP lidar point clouds on AWS
LANDFIRE - geospatial data and databases that describe vegetation, wildland fuel, and fire regimes across the United States
Microsoft Building Footprints - building footprints identified using ML/AI for the entire planet.
Microsoft Road Detectiions - ML/AI identified roads for the entire planet.
OpenTopography - NSF supported lidar and global elevation data
Environmental¶
eBird - citizen science for ornithology
EcoSML - NASA supported Ecological Spectral Model Library (EcoSML), a useful tool for finding spectral models.
Environmental Data Initiative - access to LTER and LTAR datasets online
National Phenology Network - citizen science data for vegetation phenology
NEON - National Ecological Observation Network (NEON) data and API
NeotomaDB - Neotoma paleo ecology database
National Centers for Environmental Information (NCEI) Paleo Data Search - NCEI offers search and download of Paleoclimatic proxy data and Paleoclimate Reconstructions from the NOAA/World Data Service for Paleoclimatology archives.
Earth Observation Systems¶
Drought View (University of Arizona) - satellite based drought monitoring assessment tool, uses NASA VIIRS & MODIS
EarthMap - user friendly tool for complex land monitoring powered by Google Earth Engine
LANCE - Land, Atmosphere Near real-time Capability for EOS (LANCE)
Planet Labs has signed a special use agreement with NASA to provide their data to researchers and academics.
RealEarth - is a data discovery and visualization platform developed at SSEC/CIMSS at the University of Wisconsin-Madison to support outreach and collaboration efforts of scientists.
Google Earth Engine Applications
Google Earth Engine Community Datasets
Planetary Computer Data Catalog