Plant Canopy Analyzer

Leaf Area Index (LAI) measurements help to parameterize the water balance in Michigan in order to obtain accurate estimations of evapotranspiration.?MTRI is producing maps of LAI in the upland watersheds using modified MODIS algorithms applied to Landsat or ASTER 15-30 m data.

High resolution Landsat LAI products for a study area are being developed for the ILHM model, which currently uses coarser resolution MODIS LAI products. Published LAI algorithms are being used to predict LAI for non-wetland cover types.?We focus on data collected to use in creating an empirical LAI algorithm for wetlands.

LAI mapping

In the summer of 2013, field crews continued collecting LAI measurements of Typha and Phragmites in large monotypic wetland complexes (Figure and Table below).? Many of the large Phragmites complexes in southeastern Michigan have been chemically treated recently, which accounts for the relatively low ratio of Phragmites sites to Typha sites. Field crews collected LAI measurements using a LI-COR LAI-2200 Plant Canopy Analyzer with two optical sensor wands ? one mounted on a pole above the canopy and a second wand to collect light readings simultaneously under the canopy.? To check the quality of our LI-COR readings we began harvesting wetland plants to physically measure LAI using an optical scanner.

To create LAI maps of our study area we have utilized published empirical equations for mapping LAI based on land cover type (Fernandes et al. 2003).? Our image processing scheme utilizes LEDAPs software for atmospheric correction and then we merge the Landsat surface reflectance data with the Cropland Data Layer from CropScape in order to select the appropriate empirical algorithms (Boryan et al. 2011; Han et al. 2012).?We have mapped our study region using cloud free Landsat data from the summers of 2008 and 2009.?We also plan to explore techniques to increase our temporal resolution with sharpened MODIS data.

Work has begun on building a radiative transfer model of wetland vegetation (DIRSIG ? Digital Imaging and Remote Sensing Image Generation model) in order to supplement our field campaign measurements with modeled reflectance values from scenes with either Typha or Phragmites with various LAI values.? We have built CAD drawings of both Typha and Phragmites and collected spectral measurements of both Typha, Phragmites, and three different ground surfaces (water, dry, and wet) using MTRI’s Analytical Spectral Device Fieldspec3 Spectroradiometer.

Above: Map showing our study area and our LAI field sites.? The background is our LAI map derived from empirical equations and Landsat-5 data from the summer of 2008.

Number of site visits for each type of sample.

Site Type

Sites w/ wand
readings only

Sites w/ destructive
samples only

Sites w/ both
measurements

Phragmites

4

1

4

Typha

20

1

12

 

For Additional Information

Mary Ellen Miller, Ph.D.
Research Scientist
734.994.7221
marymill@mtu.edu

Laura Bourgeau-Chavez, Ph.D.
Research Scientist
734.913.6873
laura.chavez@mtu.edu

 

Image of destructively sampled Typha leaves which are used to calculate actual Leaf Area Index.

Field photo of Leaf Area Index data collection in a wetland site using a pole to gather above and below canopy light readings, simultaneously.