thesis presentation
TRANSCRIPT
The Changing Northern Range of the Japanese
Honeysuckle in Pennsylvania
Japanese Honeysuckle
Native to Japan and Korea
Introduced to the United States in the early 19th century
Popular ornamental plant at the time
Within a century it had spread to areas along the Potomac River
Can now be found throughout most of the southeastern United States
An Ecological Threat
The Japanese Honeysuckle:Is a perennial, semi-evergreen vineClimbs trees in order to increase sunlight exposureCan form dense mats on the forest floorCan also block entire sections of forest floor from receiving sunlight by forming these mats in tree canopiesCan strangle and even take down smaller treesHas few natural enemies
Pennsylvania’s Unique Geographical LocationLocated between 39˚ 43’ and 42˚ 16’ N
Climate similar to Northern Japan (Koppen)
Japanese Honeysuckle has invaded many southern Pennsylvania counties
Has been hindered by northern low winter temperatures
Can be found south of an isotherm where mean January temperature is 30˚F
Climate change will shift this isotherm
Also cannot grow in areas that receive less than 40 inches of rain, annually
Counties that have reported sightings of Japanese Honeysuckle within the past ten yearsSource: www.invasiveplantatlas.org
Climate ChangeGlobal temperatures and precipitation levels rising
This will lead to increased range of invasive species
Areas that currently are not suitable for Japanese Honeysuckle Growth will become suitable
IPCCThe Intergovernmental Panel on Climate Change has produced several climate change scenarios which project future environmental factors such as:
TemperaturePrecipitationCO2 concentration
Different projections based on different possible scenarios
Suitability ModelDesigned to help understand habitat distributions
Based on customizable input factors
Can be used to analyze change in these distributions
A very adaptable method of analysis
Can be raster or vector files
Data SourcesUnited States Department of Agriculture Geospatial Data Gateway
Data used: State, County outlinesNational Land Cover Dataset (NLCD)
WorldClim – Global Climate DataBioclim: current and future (IPCC) projected climatic raster datasets
Creating the Model
Created in ArcToolbox
Analysis uses spatial analyst tools
All analysis data converted into raster format and placed within a file geodatabase
Step 1:Import (and Reproject)
Import all raster data into model and ensure that they are all in the same projection
Input rasters include:Land UseCurrent TemperatureCurrent PrecipitationFuture TemperatureFuture Precipitation
Land Use Raster
Current Temperature and Precipitation
Rasters
Current Temperature (Left) and Precipitation (Right)
Future Temperature and Precipitation
Rasters
Future Temperature (Left) and Precipitation (Right)
Step 2:Reclassify
Reclassify rasters
This is a Boolean analysis, values that are not suitable for Japanese Honeysuckle growth are reclassified to the value 0, values that are suitable are reclassified to 1
Reclassify DetailsLand Use:
The Japanese Honeysuckle is capable of growing in most land use types with the exception of medium to high density urban areas or areas of open water
Current and future temperature:
Areas where temperature values are 30˚F or below will receive a 0. 31˚F and above receive a 1.
Current and future precipitation: Areas where precipitation values are 39” or below will receive a 0. 40” and above receive a 1.
Land Use Reclassified
Current Temperature and Precipitation
Reclassified
Current Reclassified Temperature (Left) and Precipitation (Right)
Future Temperature and Precipitation
Reclassified
Future Reclassified Temperature (Left) and Precipitation (Right)
Step 3:Combine
Combine raster files into two final layers, representing current and future habitat suitabilities
AttributesAt this point, the attribute tables look like this:
Step 4:Clip
Clip the two rasters to the study area
Overlay the counties file and put understandable color scheme on the data to get a sense of which areas are more suitable than others
Running the Model
After the suitability model is run, the geodatabase looks like this:
Current Suitability Output
Future Suitability Output