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Forests Sourcebook - HCV Resource Network

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Box 7.8<br />

Example of Defining the Sample of Interest<br />

Box 7.10<br />

Map-Based Estimation Methods<br />

If “forests on the edge” are to be included in the<br />

sample, a possible way of defining them would be<br />

to<br />

■<br />

■<br />

choose watersheds (approximately 1,000) with<br />

– at least 10 percent forest cover, and<br />

– at least 50 percent of forest in private ownership;<br />

and<br />

rank watersheds<br />

– by forest contributions,<br />

– by threats to forest contributions, and<br />

– by combination of contributions and threats.<br />

The inventory could be focused on watersheds<br />

with a high rank.<br />

Source: USFS 2007.<br />

Internet map-based estimation methods involve<br />

■<br />

■<br />

■<br />

selecting a map of forest attribute,<br />

drawing polygon of any shape, and<br />

developing a selection estimation type that<br />

could be<br />

– sample-based estimate and standard error, or<br />

– pixel-based estimate and standard error (for<br />

small or user-defined areas).<br />

Within this process there are two relevant sets<br />

of images: (i) a “reference set,” which is made up of<br />

satellite image pixels with associated plots, and (i)<br />

a “target set,” which is the satellite image pixels<br />

without associated plots.<br />

Source: USFS 2007.<br />

Practical considerations. Considerations to keep in<br />

mind when developing inventories include the following:<br />

■<br />

how to link the national inventory with (where available<br />

and relevant) existing stand (management) inventory.<br />

■<br />

■<br />

difficulty of access to plots in large, remote areas;<br />

continuity of estimates when transitioning from a statelevel<br />

inventory to a national level inventory; and<br />

Box 7.9<br />

Initial plot observation and stratification can assist<br />

in identifying the areas that need to be measured<br />

and those that can be excluded. If initial plot<br />

observation indicates an area is obviously a nonforest<br />

area, it does not need to be observed in the<br />

field. This type of information can help classify<br />

satellite imagery into homogeneous strata to<br />

increase the precision of estimates.<br />

When stratifying forests, stratification must be<br />

distinguished from classification. It is possible to<br />

have large numbers of classifications and few stratification,<br />

or vice versa. For example, there may be<br />

21 classifications, stratified into forest and nonforest<br />

land; or the classification can be forest land and<br />

nonforest land, with four stratifications: forest,<br />

forest edge, nonforest edge, nonforest.<br />

Source: USFS 2007.<br />

Plot Stratification<br />

It is helpful to identify regions where different sampling<br />

and attribute intensities can be applied, such as remote or<br />

reserved areas. The same level of precision is not required in<br />

such areas. If such an approach is adopted, it is important to<br />

■<br />

■<br />

■<br />

decide whether aerial or ground sampling or both are to<br />

be used, by region;<br />

ensure that a core set of compatible results is available<br />

across all regions; and<br />

clarify the responsibilities of all groups involved.<br />

Cost of inventory. Cost is an important consideration in<br />

inventories. It is important when promoting forest inventories<br />

to<br />

■<br />

■<br />

■<br />

determine the most cost-effective data collection and<br />

processing approaches;<br />

develop needed operational experience in the relevant<br />

department or unit so that the inventory can be scaled up<br />

on a cost-effective and timely basis; and<br />

provide an estimate of the cost for implementing the<br />

inventory.<br />

Use of new technologies can help with cost concerns.<br />

However, cost should not be the sole driving force for<br />

NOTE 7.1: NATIONAL FOREST INVENTORIES 259

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