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Posted on July 5, 2012 by Carl Lipo

Investigating Dynamics Between Alien & Native Plants

Using NDVI in Kaua’i Hawaii

Bryan Steve Moller
California State University, Long Beach


The island of Kaua’i contains many of Hawaii’s endemic species, but it also contains areas that have gone through 90%+ type conversion to alien plants.  Many organizations, such as the National Tropical Botanical Garden, work toward reversing this trend.   The aim of this project was to utilize the Normalized Difference Vegetation Index (NDVI) to break out vegetation into low and high biomass and see if there is a correlation with the native plants found while out in the field.


The Normalized Difference Vegetation Index was used in this study because it is used to determine the health and condition of vegetation and as alien plants are better competitors, the health of native plants deteriorates. The NDVI formula: is NIR-Red/NIR+Red .

The red and one of the near-infrared bands of aWorldView-2 Image acquired on May 29, 2012 was used to generate NDVI values for analysis.

In order to reduce  analyst bias in the NDVI, break points in the NDVI were chosen by manually examining  the range of values associated with each landcover class using the inquire cursor in ERDAS Imagine (see Figure 2) and seeing where the  breakpoints were for water, and barren/built-up classes. The low and high biomass classes were determined by taking the remaining range of values and dividing them half. See Table 1.

The GPS points I acquired for the study were chosen before the NDVI classification was constructed as I did not want there to be any bias because if one looks for something hard enough they will find it.  My GPS points were supplemented with GPS points taken by the rest of the vegetation team on data collection trips to the study area.





Results & Conclusions

The data appear to show that there is a correlation between low biomass and native plants, with alien plants showing up as high biomass (such as the golf course in the bottom left part of the study area).  81% or 16 of the 21 native plant points that were taken fell in the low biomass area, with 4 falling into high biomass and 1 in the barren/built-up area.

The correlation between low biomass and native plants is one that can prove useful as shifts in the patch boundaries of alien plants could signal an increasing encroachment by these species. Something that was very interesting in the study was that 11, more than half, of the native plant points fall close to both low biomass and high biomass pixels. This could be due to the growth and invasion of alien plants that are pushing out native plants. That can also prove useful as it can be seen as a sort of battleground in which no land can be lost to alien plants.
Further research should include the collection of more native vegetation points in these contact areas where low and high biomass meet, to determine if there are native plants there and to expand the sampling area into in order to develop a larger sample size that will add to the analysis presented here



•This research was made possible by the National Science Foundation, Research Experiences for Undergraduate Program.  NSF Award #1005258.  Geospatial Research and Mapping Program
•National Tropical Botanical Garden (NTBG)
•Everyone that helped


References: Evaluation of the NDVI in plant community composition mapping. Kuefer C. and Loope L. (2009) Prevention, Early Detection and containment…




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