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Forest Inventory and Analysis

Science Spotlights

Fire Danger Rating System
The National Fire Danger Rating System (NFDRS) is a system that allows fire managers to estimate today's or tomorrow's fire danger for a given area. In 2014, RMRS fire danger rating system developers sought and gained approval to update the U.S. National Fire Danger Rating System (NFDRS).
Photo of a forest fire
The number and size of large wildfires have increased dramatically in the western United States during the past three decades. Prior understanding was that the increase in fires was mainly attributable to warming temperatures and earlier snowmelt. In this study, a research team contrasted the three main hypothesized climatic drivers of recent increases in western US wildfire activity: decreased snowpack, increased temperature, and decreased...
National Genomics Center stream water filter setup for eDNA sample collection
The National Genomics Center for Wildlife and Fish Conservation pioneered development of eDNA sampling of aquatic environments at their laboratory in Missoula, MT. The Center has partnered with dozens of National Forests, as well as other state, federal, tribal, and private natural resource organizations to assist in the collection and processing of eDNA samples. Thousands of eDNA samples are collected annually and constitute a rapidly growing...
decorative image of native american artifacts
This research looks at opportunities to utilize traditional phenological knowledge to support adaptive management of social-ecological systems vulnerable to changes in climate and fire regimes. Integrating phenological knowledge into natural resource stewardship is important in making land management decisions. Indigenous knowledge of seasonal change adds a broader ecological knowledge base in the context of changing and vulnerable social and...
Forest plot data is matched to gridded landscape data from LANDFIRE using the random forests method. The output consists of a grid of the IDs for the best-matching plot for each pixel. of the number, size, and species of trees in forests across the western United States are desirable for a number of applications including estimating terrestrial carbon resources, tree mortality following wildfires, and for forest inventory. However, detailed mapping of trees for large areas is not feasible with current technologies. We used a statistical method called random forests for matching...
There is new methodology for fitting ecologically feasible “shapes” to time series of Landsat imagery for modeling, mapping, and monitoring annual forest disturbance dynamics. Through a case study of fire, harvest and bark beetle outbreak, scientists illustrate how resultant fitted values and parameters can be fed into empirical models to map disturbance causal agent and tree canopy cover changes coincident with disturbance events through time.
Pinyon jays perched atop berry-laden juniper tree.
Over the past century, many pinyon-juniper woodlands in the Great Basin have expanded their range and increased their stand densities. These changes in structure and extent have effects on both the species that use the woodlands and to species whose habitat is being encroached by them. We observed and described where pinyon jays prefer to cache seeds in order to gain an understanding on how and where expansion and infill is likely to occur and...
Trends in forest attributes are typically assessed using long-term forest inventories, but trends can only be assessed when inventory methods are compatible over time. This study demonstrated an appropriate method of comparing historical to current inventory data, showing that comparisons not accounting for changing inventory methods can produce misleading results about forest trends in western states.
Spruce beetles are a native insect that infest spruce forests.
In recent decades, bark beetle disturbances are increasing in extent and severity across western forests. Causes and consequences of spruce beetle (Dendroctonus rufipennis) infestation are important to the management of Engelmann spruce (Picea engelmannii) forests. Forest Service scientists modeled the effects of increased temperatures and changing forest stand conditions, such as density and species composition, on the likelihood of spruce...
Lubrecht Experimental Forest was a study site for this project.
Researchers with the Rocky Mountain Research Station investigated a number of fuel characteristics across major surface and canopy fuel components that comprise northern Rocky Mountain forest and range fuelbeds. They found that most fuel components have high variability that increases with fuel particle size.