The original LANDFIRE (LF) National product suite was developed using Landsat data (circa 2001) to provide nationally consistent and locally relevant geospatial products for wildland fire management. Since landscape change never ceases, several campaigns have been undertaken to identify disturbances on the landscape, thus keeping LF locally relevant. The original base products were updated regularly (LF 2008, 2010, 2012, and 2014), but they are now more than 15 years old. To ensure the data remains relevant, LF is leveraging improvements in image compositing and tiling algorithms, plus faster, lower cost computing hardware, to produce new product suite base maps that represent circa 2016 ground conditions. This mapping effort is called LF Remap.
LF Remap is designed to produce comprehensive vegetation and fuels information that informs wildland fire and ecological decisions systems. Using consistent methodologies and processes informed by current satellite imagery, contemporary data sources, and the latest software and hardware technologies, LF Remap products will offer significant improvements to all previous LF versions.
LF Remap leverages the unlimited free access to the Landsat archive, access to lidar information, in conjunction with user contributed field plot data that have been compiled into the LF Reference Database (LFRDB), to create base vegetation products. Learn more about contributing plot data for future mapping efforts.
All LF product categories will be refined as part of Remap: Reference • Disturbance • Vegetation • Fuel • Fire Regimes • Topographic
LF Remap Schedule
LF Remap production started in 2017 and products will begin being released in 2019 by LF Geographic Areas (GeoAreas): six for CONUS, and one each for Alaska, Hawaii, and the insular areas.
South Central SC
North Central NC
LF Expected Data Releases
LF experienced FY 2018 budget reductions. The Program is evaluating options which may include schedule delays, scope adjustments, and deliverable cuts. As of March 2018, no changes have been made to the current schedule. After the budget is finalized, additional information and changes will be provided.
What to Expect — LF Remap Changes
The LF team at the USGS Earth Resources Observation and Science (EROS) Center uses the latest data and processing techniques to produce new vegetation, fuels, and fire regime base layers for the LF Remap product suite, representing a circa 2016 ground condition.
LF Remap changes include:
- Unlimited, free access to the Landsat archive: Hundreds of thousands of Landsat 5, 7, and 8 scenes were processed using EROS High Performance Computing resources, resulting in...
- Better Base Imagery
- Reduced clouds –Image composites are created using the best quality pixels from numerous images to create near cloud-free/near-cloud-free imagery.
- Fewer Seamlines– By using input imagery from a longer time horizon, along with improved preprocessing logic, and hands-on post-processing, the results are data with fewer phenological differences.
- Better map masks – Masks of specific land cover types such as water (Integration of Landsat Essential Climate Variables, i.e. Dynamic Surface Water Extent), barren /sparse that are important to fire behavior are being created.
- Better modeling masks – This includes alpine or riparian/wetland classes which restrict where certain vegetation types can be identified.
- Vegetation Structure and Lifeform:
- Improved plot selection - Incorporating the newest contributed data, eliminating outlier plots that may have been impacted by disturbance, allow models to be trained using the highest quality inputs.
- Improved base imagery – Has fewer seamlines and represents a longer time horizon, so that specific vegetation systems can be identified.
- Structure input information - Developed methods to leverage lidar data, which provides stronger linkages with vegetation structure, so that lifeform classification can be improved.
- Continuous canopy structure (EVC and EVH) products – Developed methods to create existing continuous cover and height products to better inform fuels products.
- Existing Vegetation Type: Flexible vegetation type legends based on data driven range maps and ecoregions. Two classifications systems are used.
- Ecological Systems – Allows for the comparison of data over time and informs LF fuel data products,
- National Vegetation Classification (NVC) – Standard at the Group level hierarchy.
- Additional Enhancements:
- Field Data – Unprecedented access to the best field data with BLM for AIM plots and NRCS for NRI plots primarily in non-forest areas.
- New and improved Auto-Keys – To classify plots
- Geographic production unit – Existing Vegetation mapping image classification based on Omernik III/IV Ecoregions instead of National Land Cover Database map zones, which better matches the distribution of major vegetation types and in turn produces better output from modeling and resulting in less manual mapping techniques.
- Expert review and feedback – Of draft spatial products before delivery, so that fitness of use can be ensured.
- LF Remap New Products:
- History of Disturbance – A 10-year stack of disturbance data representing disturbance year and original disturbance type and severity, allowing multiple years of disturbance to be captured for each pixel. This allows a historical representation of disturbance on the landscape and helps classify fuel data assignments.
- National Vegetation Classification – Allows opportunities to evaluate the vegetation classification and mapped products.
- Fuel Vegetation Cover, Height, and Type – More accurately leverages fuel transition assignments related to disturbed areas by re-establishing pre-disturbance vegetation type, and binned cover and height products.
LF Remap Documentation
LF Remap - Utilization of Remotely Sensed Data to Classify Existing Vegetation Type and Structure to Support Strategic Planning and Tactical Response - characterizing vegetation type, cover, and height with Earth observation data enhances wildland fuel modeling.
LF Remap Summary Description - published in 2015 describes a summary outline on LF Remap. Information is presented in a question and answer format to address questions users may have.
Data Call Letter