Saturday, July 14, 2018

Plot moment tensors in google earth

I usually need to plot the moment tensors on the map, but plot them in the google earth is really cool. This week, I will blog how to do that based on this blog from my friend Thomas. The original code in his blog is still working fine in Python 2, here I run it in Python 3, which need a little change of the code. You can find all the code on Qingkai's Github. You need to install pykml package first if you don't have it. 
Note: pykml is written in Python 2, and if you are using Python 3 as I am doing it here, then you need to add parentheses for the print function in the factory.py file in the pykml. 
!pip install pykml
image.png
from lxml import etree      #will manage the identation of the kml script
from pykml.factory import KML_ElementMaker as KML #import pykml library 
import datetime as date
import numpy as np
def beachball(data):
    """function to draw beachball using obspy library"""
    import matplotlib.pyplot as plt
    from obspy.imaging.beachball import beachball
 
    mt =data[:, 9:]
    event=data[:,0]                 #index to identify the beachball created
    for j in range(len(event)):
        #create and save beachball in a outfile in the directory where the .py file is 
        beach = beachball(mt[j, :],outfile=str(int(event[j]))) 
The first thing is that we need to generate a file that contains the list of events with the moment tensors, here the format is: index, yyyy, mm, dd, hr, mn, ss, lat, lon, mrr, mtt, mpp, mrt, mrp, mtp
I generated a file called mt_list, let's see the first 3 lines:
!head -n 3 ./mt_list
# index, yyyy, mm, dd, hr, mn, ss, lat, lon, mrr, mtt, mpp, mrt, mrp, mtp
0.00000,2018.00000,5.00000,29.00000,11.00000,56.00000,11.00000,19.41200,-155.28383,-98650000000000000.00000,53510000000000000.00000,45140000000000000.00000,-75790000000000000.00000,9460000000000000.00000,14910000000000000.00000
1.00000,2018.00000,5.00000,30.00000,20.00000,53.00000,50.00000,19.41083,-155.28583,-107650000000000000.00000,45970000000000000.00000,61690000000000000.00000,-78720000000000000.00000,67750000000000000.00000,22930000000000000.00000
#import your data
# the first row isn't used
data=np.loadtxt('./mt_list',skiprows=1, delimiter=',') 
latitude = data[:,7]
longitude = data[:,8]
yyyy,mm,dd=data[:,1],data[:,2],data[:,3]
hr,mn,ss = data[:,4],data[:,5],data[:,6]
index=data[:,0]

#call beachball function 
beachball(data)        

##########################################################################
# create a document element with multiple label style
kmlobj = KML.kml(
    KML.Document(
    )
)   
 
for j in range(len(yyyy)):  #create the ref icons we will use
    kmlobj.Document.append(     
        KML.Style(             
            KML.IconStyle(
                KML.Icon(
                    KML.href('%s.png'%str(int(index[j]))),
                    KML.scale(0.6),   #scale the beachball in googleEarth
                ),
                KML.heading(0.0),
            ),
        id='beach_ball_%i'%j    #gives the icon a ref that will be used later
        ),
    )

# add images to the document element
for i in range(len(yyyy)):
    datum = str(date.date(int(yyyy[i]),int(mm[i]),int(dd[i])))
    ev_time = str(date.time(int(hr[i]),int(mn[i]),int(ss[i])))
 
    kmlobj.Document.append(
        KML.Placemark(
            #~ KML.name('%s'%str(int(index[i]))),   #uncomment this to add a name to the placemark (will always appear in GoogleEarth)
            KML.ExtendedData(                       #I add information about the earthquake, it appears in a table ('info' : value)
                KML.Data(                           
                    KML.value('%s'%datum),          #add value of the specific info
                name ='date'                        #name of'info' you add.
                ),
                KML.Data(
                    KML.value('%s'%ev_time),        #add value of the specific info 
                name ='time'                        #name of 'info' you add.
                ),                                     #more data can be added, following the same structure (line 65-68)
            ),
            KML.styleUrl('#beach_ball_%i'%i),       #get the correct beachball in the directory as marker
            KML.Point(
                KML.coordinates(longitude[i],',',latitude[i]),
            ),
 
        ),
    )

print(etree.tostring(etree.ElementTree(kmlobj),pretty_print=True))

outfile = open('Focal_mechanism_devy.kml', 'wb') #save the kml structure code
outfile.write(etree.tostring(kmlobj, pretty_print=True))

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    ReplyDelete
  25. Thank to Dr. Ogaga for bring back my lover in just 24 hours, when my lover left me i was sad and unhappy i wanted to kill my self because i love him so much i try to do what i can to get him but it did not work than I reach my friends and beg for them to help me beg him that am so sorry for what i have done, but it never work when i was browsing on my face-book. i saw some testimony of the great man and how he help people to bring back their lost lover back that is when i contacted him on Whats-App +2347059387282 in just 24 hours my story change, my lover that left me come back and beg after five month i was so happy that my lover is back to me all my appreciation goes to Dr Ogaga for bring back my lover back contact him if you are having any similar problem like this are any problem you may have Dr. Ogaga is the solution man, Whats-App him on +2347059387282

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  26. Please, enough of so many deceptions, they only say what each one wants to hear, many pretend to be teachers but very few really have knowledge, and stop believing that they work for free and pay after seeing results, this is totally false , I can attest to a very nice person who helped me get my husband back, he is a person who really has this gift of helping, I share his contact so that you can check for yourselves, WhatsApp: +2349046229159
    Email: dawnacuna314@gmail.com

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