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Contributor
Posts: 65
Registered: ‎04-02-2017

How to Exclude Healthy Grass/Shadows from Vegetation Index

[ Edited ]

HI there,

 

I have a spatial model which extracts the vegetation class from the NIR imagery.

I aim to run this every five years to detect the changes in our shire.

This years imagery was easy. I just used an Input of >= 0.155 and that seemed good enough.

I am having trouble with the 2012 NIR imagery, which has a lot more greener (redder) grass, so I am having trouble getting the right balance so that grass and shadows are excluded and as many trees are included. I have used a range, currently set to >= 0.45 and <= 0.6, but it will either remove too much tree coverage and/or keep too many shadows/grassed areas.

 

Is there a solution to this? I've attached the spatial model.

 

Regards,

 

Josh

Highlighted
Staff
Posts: 108
Registered: ‎07-04-2016

Re: How to Exclude Healthy Grass/Shadows from Vegetation Index

Hi Josh,

 

You can experiment with the Machine Learning operators to classify the raster. One of the possible examples is here https://community.hexagongeospatial.com/t5/ERDAS-IMAGINE/Machine-Learning-Raster-Classification/ta-p...

Kind Regards,
Marina Vardovska
Hexagon Geospatial Support
Contributor
Posts: 65
Registered: ‎04-02-2017

Re: How to Exclude Healthy Grass/Shadows from Vegetation Index

Thanks Marina,

 

I am looking at this now.

 

I have created a shp file with points to pick up grass and trees, and have output an xls file with the X and Y's of these points.

I am writing a Python script to extract these coordinates and pass to the Get Pixel Value function.

An Int Input will pass a row value to the Python script, which I will run via a Spatial Model in a batch going through each row of the xls file.

 

How can I pass the X and Y from the Python script to the X and Y for the Get Pixel Value function?

 

Here is my script, which doesn't produce any errors until I get to the Get Pixel value function. I clearly haven't figured out how to pass Python variables to other Spatial Model functions.

 

 

import os
import csv
import collections

def iteratecsv(input):
	
	#with open("//gissrv/lidar/Erdas Tree Canopy Work/Tree_Sample_Coords.csv", "rt") as File:	
	with open("L:\Erdas Tree Canopy Work\Tree_Sample_Coords.csv", "rt") as File:	
		reader = csv.reader(File, delimiter=',', quotechar=',',
							quoting=csv.QUOTE_MINIMAL)
			
		#num_lines = sum(1 for line in open('//gissrv/lidar/Erdas Tree Canopy Work/Tree_Sample_Coords.csv'))	
		
		#for c, row in enumerate(reader):
			#print(c,row[0:2])		
			
		#https://www.alexkras.com/how-to-read-csv-file-in-python/
		next(reader) #skip header
		data = [r for r in reader]
		#print(data[input][1])	#X value	
		#print(data[input][2])	#Y value
		
		
		X = data[input][1]
		Y = data[input][2]

Thanks again,

 

Josh

 

Technical Evangelist
Posts: 508
Registered: ‎10-01-2015

Re: How to Exclude Healthy Grass/Shadows from Vegetation Index

Hi Josh,

 

As an alternative you could try the new Add Attributes by Location operator.

 

Cheers

 

Ian Anderson
Chief Product Owner, Desktop Remote Sensing
Hexagon Geospatial
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