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Delineation of Vulnerable Zones for YSB Attacks under Variable Temperatures Using Remote Sensing and GIS

Delineation of Vulnerable Zones for YSB Attacks under Variable Temperatures Using Remote Sensing and GIS

Syed Muhammad Hassan Raza1*, Syed Amer Mahmood1, Veraldo Liesenberg2 and Syed Shehzad Hassan1  

1Remote Sensing group, Department of Space Science, University of the Punjab, Quaid-e-Azam Campus, Lahore, Punjab, Pakistan; 2Universidade do Estado de Santa Catarina, Forestry, Faculty member Brazil.

smhn72@gmail.com  

Figure 1

Study Area. 

Figure 2

Land use land cover. 

Figure 3

Vegetation mask. 

Figure 4

April egg Distribution. 

Figure 5

April egg map. 

Figure 6

Egg leaving comparision. 

Figure 7

May egg hatch map. 

Figure 8
Figure 9

June larva map 

Figure 10

June pupa. 

Figure 11

Egg laying at various temp. 

Sarhad Journal of Agriculture

September

Vol.40, Iss. 3, Pages 680-1101

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