Advancing Multi-Scale Remote Sensing Applications for Hardwood Forest Management


Advancing Multi-Scale Remote Sensing Applications for Hardwood Forest Management

Hardwood forests are important timber sources and provide critical wildlife habitat, and their overall quality is closely related to management activities (Annand and Thompson 1997, Jenkins and Parker 1998, Morrissey et al. 2010). Forest management relies on spatially-explicit information on tree species composition and size structure. The conventional remote sensing data analysis is not effective enough to derive forest cover maps with sufficient information for forest management. The existing forest cover data in Indiana contain limited species information and no tree-size/age information. For example, the 1992 and 2001 National Land Cover Data classified all the hardwood forests into one forest type and are not useful for designing tree species/size-dependent sylviculture approaches. The land cover data developed by the Indiana Gap Analysis Project did not consider subclasses of hardwood forests either, and the overall accuracy of the map product was only 70.98%. When such low[1]accuracy forest-cover maps are used for forest management planning, actions may be unexpectedly misled due to error propagation (Shao et al. 2001&2003, Shao and Wu 2008). Therefore, it is important to obtain accurate forest cover maps with adequate forest-type and site-structure information. Such map products are broadly needed for intensive management of hardwood forest ecosystems, both publically and privately owned, in Indiana. Various remote sensing techniques have been extensively used in boreal and tropical forests but their applications in the central hardwood forest region are still limited. Our remote sensing experiment in Indiana will have broader implications to forest mapping in the central hardwood forest region.

Project Director: Guofan Shao 
10/01/2019 - 09/30/2024

Printable PDF Available

Learn More About Us

Dave Case delivers a keynote speech
FNR Names Dave Case as 2023 Lifetime Achievement Award Recipient

Purdue Forestry and Natural Resources is proud to name Dave Case as its 2023 FNR Lifetime...

Read More
Seedlings on Week 1 of Kadian's internship; seedlings on Week 9 of her internship; Kadian with a frog found in the greenhouse. Frogs are beneficial in the greenhouse because they eat fungus gnats, which can damage roots of seedlings.
FNR Field Report: Kadian Brown

Kadian Brown, a senior forestry major with a forest management concentration, worked as a forest...

Read More
Andrew Tucker takes a break in front of a tree with Don Carlson and Zane Smoldt
FNR Field Report: Andrew Tucker

Andrew Tucker, a junior forestry major with a concentration in sustainable biomaterials and a...

Read More
Mikaela Agresta spraying invasive species with a UTV sprayer.
FNR Field Report: Mikaela Agresta

Mikaela Agresta, who completed her degree in forestry with a minor in wildlife science in May...

Read More
The 2023 FNR Awards recipients: Dave Case, Trent Osmon, Adam Janke, Emily McCallen and John “Jack” Seifert.
FNR Honors 2023 Career Award Recipients

The Purdue Department of Forestry and Natural Resources honored five individuals for their career...

Read More
Zane Smoldt plants a tree during urban forestry practicum in June 2023
FNR Field Report: Zane Smoldt

Zane Smoldt, a junior forestry major with a concentration in forest management, worked as a...

Read More