Project

NASA DEVELOP Southern Indiana Ecological Conservation

NASA DEVELOP Remote sensing Landsat Forest dynamics Restoration suitability

Abstract

This NASA DEVELOP project assessed canopy cover dynamics and oak-hickory forest restoration suitability across southern Indiana to support ecological conservation and forest management partners. The study focused on oak-hickory forest communities, which have historically declined in dominance due to fire suppression, mesophication, and the encroachment of shade-tolerant mesic species such as beech and maple.

Using NASA Earth observations and ancillary geospatial datasets, the project evaluated long-term forest vegetation dynamics and restoration suitability across a 39-year study period from 1984 to 2023. Landsat 5, 8, and 9 surface reflectance imagery was processed in Google Earth Engine to calculate NDVI and derive Green Vegetation Fraction (GVF) composites. Change detection was then used to map shifts in forest vegetative cover from the earliest composite period to the most recent composite period.

A restoration suitability assessment was also developed using variables relevant to oak-hickory regeneration, including canopy coverage, topographic position, aspect, slope, and species occupancy data where available. Suitability maps were produced for both the full southern Indiana study area and Hoosier National Forest. The final products helped identify areas where restoration practices such as prescribed burning, forest thinning, and targeted management could be prioritized. This project demonstrated the feasibility of using Earth observations to support partner decision-making for oak-hickory forest restoration and mesophication mitigation.

Project Details

Year Summer 2024
Program NASA DEVELOP National Program, Maryland – Goddard
Project Southern Indiana Ecological Conservation
Study Area Southern Indiana, including Hoosier National Forest
Methods Landsat 5/8/9 surface reflectance, NDVI, Green Vegetation Fraction change mapping, Google Earth Engine, NLCD forest masking, DEM-derived terrain variables, and Boolean restoration suitability modeling
Partners US Forest Service Hoosier National Forest, Let the Sun Shine In - Indiana, Central Hardwoods Joint Venture, American Bird Conservancy, Indiana Department of Natural Resources, and Southern Indiana Sentinel Landscapes Partnership

Maps and Figures

Southern Indiana study area and Hoosier National Forest map
Study area map showing the southern Indiana project boundary and Hoosier National Forest, the primary area of partner interest.
Green Vegetation Fraction forest change map for southern Indiana
Green Vegetation Fraction change map showing forest vegetative cover change from the 1984–1986 composite period to the 2021–2023 composite period.
Oak-hickory restoration suitability map for Hoosier National Forest
Restoration suitability map for Hoosier National Forest identifying areas meeting selected oak-hickory restoration criteria.
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