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		<id>https://vmcoolwiki.ipac.caltech.edu/index.php?title=Generating_Light_Curves_-_APT_and_Excel&amp;diff=5630</id>
		<title>Generating Light Curves - APT and Excel</title>
		<link rel="alternate" type="text/html" href="https://vmcoolwiki.ipac.caltech.edu/index.php?title=Generating_Light_Curves_-_APT_and_Excel&amp;diff=5630"/>
		<updated>2010-10-12T20:19:18Z</updated>

		<summary type="html">&lt;p&gt;Christensen: /* Steps for we used to gather photometry data for test stars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Install APT ==&lt;br /&gt;
Heres some info that a previous group put together for installing and using APT [[Aperture photometry using APT]].&lt;br /&gt;
&lt;br /&gt;
If using Windows, you need to type java -mx512M APT in to the run window to start APT.&lt;br /&gt;
&lt;br /&gt;
It sounds like the newer version is making this easier, but I haven't tried yet--[[User:Piper|Piper]] 18:52, 30 May 2010 (PDT).&lt;br /&gt;
&lt;br /&gt;
== APT Settings ==&lt;br /&gt;
&lt;br /&gt;
For our practice light curves, we wanted to compare the various aperture settings as discribed in Don's IRAC notes [[File:IRAC notes.pdf]]  The aperture and background settings we used were&lt;br /&gt;
&lt;br /&gt;
aperture/background&lt;br /&gt;
&lt;br /&gt;
3-3-7&amp;lt;BR&amp;gt;&lt;br /&gt;
3-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
5-5-10&amp;lt;BR&amp;gt;&lt;br /&gt;
5-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
10-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
&lt;br /&gt;
We also chose to have APT subtract the background using setting B subtracting the mean background&lt;br /&gt;
&lt;br /&gt;
== Steps for we used to gather photometry data for test stars ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
#you must first download and unzip the images under Test Light Curve Images below &lt;br /&gt;
#open APT&lt;br /&gt;
#click on get image, navigate to the folder where you put your images&lt;br /&gt;
#open first test light curve image&lt;br /&gt;
##the first image is 0003&lt;br /&gt;
##there are 22 images&lt;br /&gt;
##see notes below for Reading Fits Names&lt;br /&gt;
#set your aperature and background numbers to an option from previous section on this page - APT Settings&lt;br /&gt;
##aperature controls the number of pixels used to determine luminosity (red squares)&lt;br /&gt;
##inner sky radius sets the inside of the area to use for background subtraction (green donut)&lt;br /&gt;
##outer sky radius sets the outside of the area to use for background subtraction&lt;br /&gt;
#click on More Settings in lower left&lt;br /&gt;
##we had to click on the maximize window button to be able to see whole window&lt;br /&gt;
#choose Model B, sky median subtraction, apply settings, then close window&lt;br /&gt;
#put your cursor over the star you want to measure and click&lt;br /&gt;
##our three test stars are shown on the previous page [[Variability of the Mid-IR Sky Current Research Activities]] under Generating Light Curves - APT and Excel&lt;br /&gt;
#click on Snap to center star&lt;br /&gt;
#click on Save Photometry data&lt;br /&gt;
#click on Show Photometry file to see the data you collected&lt;br /&gt;
##look in file to make sure you are using Model B&lt;br /&gt;
##look in file to make sure you are on the image you think you're on:)&lt;br /&gt;
#close photometry file window&lt;br /&gt;
#put your cursor over the second star you want to measure&lt;br /&gt;
#click on Snap to center star&lt;br /&gt;
#click on Save Photometry&lt;br /&gt;
#you can check the file again if you want&lt;br /&gt;
#repeat for third star&lt;br /&gt;
&lt;br /&gt;
'''Open next image'''&lt;br /&gt;
#click on get image&lt;br /&gt;
#we chose option A to read in new image and clear old&lt;br /&gt;
##we weren't sure what advantages the other options might have, but A worked&lt;br /&gt;
#check heading under image to make sure you truly have the next one&lt;br /&gt;
##the second image is 0020&lt;br /&gt;
#you have to go back to step 5 and 6 to set aperture, background and Method B&lt;br /&gt;
##we think there's a way to set this, but never found it:(&lt;br /&gt;
#click, snap, and save for all three stars&lt;br /&gt;
##you don't have to check the file every time&lt;br /&gt;
##you should check the file occasionally to look for&lt;br /&gt;
###Method B&lt;br /&gt;
###3 stars with correct RA and Dec for each image&lt;br /&gt;
#keep on goin' til you've got all 22 images done!&lt;br /&gt;
&lt;br /&gt;
'''Where's Your File Saved?&amp;quot;&lt;br /&gt;
#go to Preferences - Set Photometry Table File Name&lt;br /&gt;
#make note of where your table is saved, so you can open it in Excel&lt;br /&gt;
&lt;br /&gt;
== Excel to Generate Light Curve and Standard Deviation ==&lt;br /&gt;
&lt;br /&gt;
APT Photometry data are saved in a table named APT.tbl in the programs root directory. To open this file in Excel,&lt;br /&gt;
#open Excel&lt;br /&gt;
#click on open file&lt;br /&gt;
#navigate to the directory where APT saved your phot0metry file&lt;br /&gt;
##don't worry, you won't see your file name&lt;br /&gt;
##click on the arrow next to file types&lt;br /&gt;
##choose all files to show be shown&lt;br /&gt;
#open APT.tbl&lt;br /&gt;
##Excel won't like the format&lt;br /&gt;
##follow prompts to separate the data into cells&lt;br /&gt;
##if all data ends up in one column, choose that column and then find the &amp;quot;text to columns&amp;quot; option to separate.&lt;br /&gt;
#click on save as to save data with a different name as an excel file type&lt;br /&gt;
&lt;br /&gt;
You can use this spreadsheet to check to see that you&lt;br /&gt;
*gathered data from all three stars for each image&lt;br /&gt;
*did not duplicate any data&lt;br /&gt;
*did not skip any images&lt;br /&gt;
*subtracted the background using method B&lt;br /&gt;
&lt;br /&gt;
'''Insert Julian Date'''&lt;br /&gt;
&lt;br /&gt;
As of now, we need to get the Julian Date by hand from the individual fits headers for each image and insert it in to Excel.  &lt;br /&gt;
&lt;br /&gt;
#click on column A&lt;br /&gt;
#type Julian Date for first image in front of data for first image, first star&lt;br /&gt;
#copy and paste Julian date in front of data for star 2 and 3&lt;br /&gt;
#repeat for second image&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Data can be graphed, Julian Day vs. Luminosity using Excel&lt;br /&gt;
&lt;br /&gt;
Mean value and standard deviation can be found for each individual star by sorting by RA and Dec and then using the formulas function in Excel.&lt;br /&gt;
&lt;br /&gt;
== Test Light Curve Images ==&lt;br /&gt;
&lt;br /&gt;
'''If you are running Windows, you can download WinRAR to unzip the following images'''&lt;br /&gt;
&lt;br /&gt;
Mysterious IRAC images,&lt;br /&gt;
along with a chart indicating 3 stars for which you should perform&lt;br /&gt;
photometry.  Construct light curves by plotting your photometry as a&lt;br /&gt;
function of time (found in the image headers)&lt;br /&gt;
&lt;br /&gt;
[ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/test_lightcurve_data.tar.gz] Click here or paste this into browser ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/test_lightcurve_data.tar.gz&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Sample IRAC images from&lt;br /&gt;
each channel for HAT-P-1b, TrES-2, and TrES-4&lt;br /&gt;
[ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/sample_images.tar.gz]&lt;br /&gt;
Click here or paste this into browser ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/sample_images.tar.gz&lt;br /&gt;
&lt;br /&gt;
== Reading FITS names ==&lt;br /&gt;
&lt;br /&gt;
A note on IRAC image file names: Here's a sample image name...&lt;br /&gt;
&lt;br /&gt;
SPITZER_I1_24745472_0002_0000_4_bcd.fits&lt;br /&gt;
&lt;br /&gt;
This follows a general file naming convention, as follows:&lt;br /&gt;
&lt;br /&gt;
&amp;quot;SPITZER&amp;quot; = in case you forgot which satellite you were using&lt;br /&gt;
&lt;br /&gt;
&amp;quot;I1&amp;quot; = Instrument (I for IRAC) and channel number.  In this case,&lt;br /&gt;
channel 1 = 3.6 microns.  Other channel possibilities include 2 = 4.5&lt;br /&gt;
microns, 3 = 5.8 microns, 4 = 8 microns.  Note that, as described in&lt;br /&gt;
the IRAC Data Handbook and the document on performing IRAC photometry&lt;br /&gt;
that I circulated amongst you a while ago, these channel wavelengths&lt;br /&gt;
are not the &amp;quot;true&amp;quot; (or isophotal) values that should be used during&lt;br /&gt;
data analysis.  The isophotal values are channel 1 = 3.544 microns, 2&lt;br /&gt;
= 4.479, 3 = 5.710, 4 = 7.844.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;24745472&amp;quot; = Unique AOR identifier for this observation (not for this&lt;br /&gt;
IMAGE, but for all images comprising a single Spitzer visit to the&lt;br /&gt;
target).&lt;br /&gt;
&lt;br /&gt;
&amp;quot;0002&amp;quot; = Image sequence number in this observation; in this case, the&lt;br /&gt;
second image of the sequence.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;0000&amp;quot; = Some observing modes obtain more than one exposure per&lt;br /&gt;
&amp;quot;image&amp;quot;.  In such cases, this sequence number would increment upwards.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;4&amp;quot; = number of times this image has been reprocessed through&lt;br /&gt;
successive (improved) versions of the data processing and calibration&lt;br /&gt;
pipeline.  All of the data I have sent to you (indeed, all of the IRAC&lt;br /&gt;
data now available in the Spitzer archive) have been processed with&lt;br /&gt;
the latest and greatest version of the pipeline, S18.7.0.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;bcd&amp;quot; = Basic Calibrated Data.  The standard result from raw Spitzer&lt;br /&gt;
data that have been run through the processing and calibration&lt;br /&gt;
pipeline.  This is the data product that we work with.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;.fits&amp;quot; = It's a standard FITS image, can be loaded into DS9.  The BCD&lt;br /&gt;
images are flux calibrated in units of surface brightness per pixel,&lt;br /&gt;
MJy/sr (mega-Jansky per steradian).  The also include world coordinate&lt;br /&gt;
solutions in their image headers, so can be displayed in the usual&lt;br /&gt;
format (N up, E to the left) and have, for example, 2MASS catalogs&lt;br /&gt;
overlaid on them, etc.&lt;br /&gt;
&lt;br /&gt;
-Don&lt;br /&gt;
---&lt;br /&gt;
Dr. Donald W. Hoard, Ph.D.&lt;br /&gt;
Research Scientist, California Institute of Technology&lt;br /&gt;
Science Applications Administrator, Infrared Processing and Analysis Center&lt;br /&gt;
Science User Support Team, Spitzer Science Center&lt;br /&gt;
&lt;br /&gt;
==[[The Truth]]==&lt;br /&gt;
&lt;br /&gt;
Look here for what the light curves really should look like per Don&lt;/div&gt;</summary>
		<author><name>Christensen</name></author>
		
	</entry>
	<entry>
		<id>https://vmcoolwiki.ipac.caltech.edu/index.php?title=Generating_Light_Curves_-_APT_and_Excel&amp;diff=5629</id>
		<title>Generating Light Curves - APT and Excel</title>
		<link rel="alternate" type="text/html" href="https://vmcoolwiki.ipac.caltech.edu/index.php?title=Generating_Light_Curves_-_APT_and_Excel&amp;diff=5629"/>
		<updated>2010-10-12T20:16:19Z</updated>

		<summary type="html">&lt;p&gt;Christensen: /* Steps for we used to gather photometry data for test stars */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Install APT ==&lt;br /&gt;
Heres some info that a previous group put together for installing and using APT [[Aperture photometry using APT]].&lt;br /&gt;
&lt;br /&gt;
If using Windows, you need to type java -mx512M APT in to the run window to start APT.&lt;br /&gt;
&lt;br /&gt;
It sounds like the newer version is making this easier, but I haven't tried yet--[[User:Piper|Piper]] 18:52, 30 May 2010 (PDT).&lt;br /&gt;
&lt;br /&gt;
== APT Settings ==&lt;br /&gt;
&lt;br /&gt;
For our practice light curves, we wanted to compare the various aperture settings as discribed in Don's IRAC notes [[File:IRAC notes.pdf]]  The aperture and background settings we used were&lt;br /&gt;
&lt;br /&gt;
aperture/background&lt;br /&gt;
&lt;br /&gt;
3-3-7&amp;lt;BR&amp;gt;&lt;br /&gt;
3-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
5-5-10&amp;lt;BR&amp;gt;&lt;br /&gt;
5-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
10-12-20&amp;lt;BR&amp;gt;&lt;br /&gt;
&lt;br /&gt;
We also chose to have APT subtract the background using setting B subtracting the mean background&lt;br /&gt;
&lt;br /&gt;
== Steps for we used to gather photometry data for test stars ==&lt;br /&gt;
&lt;br /&gt;
[[File:mainpg.jpg]]&lt;br /&gt;
#you must first download and unzip the images under Test Light Curve Images below &lt;br /&gt;
#open APT&lt;br /&gt;
#click on get image, navigate to the folder where you put your images&lt;br /&gt;
#open first test light curve image&lt;br /&gt;
##the first image is 0003&lt;br /&gt;
##there are 22 images&lt;br /&gt;
##see notes below for Reading Fits Names&lt;br /&gt;
#set your aperature and background numbers to an option from previous section on this page - APT Settings&lt;br /&gt;
##aperature controls the number of pixels used to determine luminosity (red squares)&lt;br /&gt;
##inner sky radius sets the inside of the area to use for background subtraction (green donut)&lt;br /&gt;
##outer sky radius sets the outside of the area to use for background subtraction&lt;br /&gt;
#click on More Settings in lower left&lt;br /&gt;
##we had to click on the maximize window button to be able to see whole window&lt;br /&gt;
#choose Model B, sky median subtraction, apply settings, then close window&lt;br /&gt;
#put your cursor over the star you want to measure and click&lt;br /&gt;
##our three test stars are shown on the previous page [[Variability of the Mid-IR Sky Current Research Activities]] under Generating Light Curves - APT and Excel&lt;br /&gt;
#click on Snap to center star&lt;br /&gt;
#click on Save Photometry data&lt;br /&gt;
#click on Show Photometry file to see the data you collected&lt;br /&gt;
##look in file to make sure you are using Model B&lt;br /&gt;
##look in file to make sure you are on the image you think you're on:)&lt;br /&gt;
#close photometry file window&lt;br /&gt;
#put your cursor over the second star you want to measure&lt;br /&gt;
#click on Snap to center star&lt;br /&gt;
#click on Save Photometry&lt;br /&gt;
#you can check the file again if you want&lt;br /&gt;
#repeat for third star&lt;br /&gt;
&lt;br /&gt;
'''Open next image'''&lt;br /&gt;
#click on get image&lt;br /&gt;
#we chose option A to read in new image and clear old&lt;br /&gt;
##we weren't sure what advantages the other options might have, but A worked&lt;br /&gt;
#check heading under image to make sure you truly have the next one&lt;br /&gt;
##the second image is 0020&lt;br /&gt;
#you have to go back to step 5 and 6 to set aperture, background and Method B&lt;br /&gt;
##we think there's a way to set this, but never found it:(&lt;br /&gt;
#click, snap, and save for all three stars&lt;br /&gt;
##you don't have to check the file every time&lt;br /&gt;
##you should check the file occasionally to look for&lt;br /&gt;
###Method B&lt;br /&gt;
###3 stars with correct RA and Dec for each image&lt;br /&gt;
#keep on goin' til you've got all 22 images done!&lt;br /&gt;
&lt;br /&gt;
'''Where's Your File Saved?&amp;quot;&lt;br /&gt;
#go to Preferences - Set Photometry Table File Name&lt;br /&gt;
#make note of where your table is saved, so you can open it in Excel&lt;br /&gt;
&lt;br /&gt;
== Excel to Generate Light Curve and Standard Deviation ==&lt;br /&gt;
&lt;br /&gt;
APT Photometry data are saved in a table named APT.tbl in the programs root directory. To open this file in Excel,&lt;br /&gt;
#open Excel&lt;br /&gt;
#click on open file&lt;br /&gt;
#navigate to the directory where APT saved your phot0metry file&lt;br /&gt;
##don't worry, you won't see your file name&lt;br /&gt;
##click on the arrow next to file types&lt;br /&gt;
##choose all files to show be shown&lt;br /&gt;
#open APT.tbl&lt;br /&gt;
##Excel won't like the format&lt;br /&gt;
##follow prompts to separate the data into cells&lt;br /&gt;
##if all data ends up in one column, choose that column and then find the &amp;quot;text to columns&amp;quot; option to separate.&lt;br /&gt;
#click on save as to save data with a different name as an excel file type&lt;br /&gt;
&lt;br /&gt;
You can use this spreadsheet to check to see that you&lt;br /&gt;
*gathered data from all three stars for each image&lt;br /&gt;
*did not duplicate any data&lt;br /&gt;
*did not skip any images&lt;br /&gt;
*subtracted the background using method B&lt;br /&gt;
&lt;br /&gt;
'''Insert Julian Date'''&lt;br /&gt;
&lt;br /&gt;
As of now, we need to get the Julian Date by hand from the individual fits headers for each image and insert it in to Excel.  &lt;br /&gt;
&lt;br /&gt;
#click on column A&lt;br /&gt;
#type Julian Date for first image in front of data for first image, first star&lt;br /&gt;
#copy and paste Julian date in front of data for star 2 and 3&lt;br /&gt;
#repeat for second image&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Data can be graphed, Julian Day vs. Luminosity using Excel&lt;br /&gt;
&lt;br /&gt;
Mean value and standard deviation can be found for each individual star by sorting by RA and Dec and then using the formulas function in Excel.&lt;br /&gt;
&lt;br /&gt;
== Test Light Curve Images ==&lt;br /&gt;
&lt;br /&gt;
'''If you are running Windows, you can download WinRAR to unzip the following images'''&lt;br /&gt;
&lt;br /&gt;
Mysterious IRAC images,&lt;br /&gt;
along with a chart indicating 3 stars for which you should perform&lt;br /&gt;
photometry.  Construct light curves by plotting your photometry as a&lt;br /&gt;
function of time (found in the image headers)&lt;br /&gt;
&lt;br /&gt;
[ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/test_lightcurve_data.tar.gz] Click here or paste this into browser ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/test_lightcurve_data.tar.gz&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Sample IRAC images from&lt;br /&gt;
each channel for HAT-P-1b, TrES-2, and TrES-4&lt;br /&gt;
[ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/sample_images.tar.gz]&lt;br /&gt;
Click here or paste this into browser ftp://anon-ftp.ipac.caltech.edu/outgoing/hoard/nitarp/sample_images.tar.gz&lt;br /&gt;
&lt;br /&gt;
== Reading FITS names ==&lt;br /&gt;
&lt;br /&gt;
A note on IRAC image file names: Here's a sample image name...&lt;br /&gt;
&lt;br /&gt;
SPITZER_I1_24745472_0002_0000_4_bcd.fits&lt;br /&gt;
&lt;br /&gt;
This follows a general file naming convention, as follows:&lt;br /&gt;
&lt;br /&gt;
&amp;quot;SPITZER&amp;quot; = in case you forgot which satellite you were using&lt;br /&gt;
&lt;br /&gt;
&amp;quot;I1&amp;quot; = Instrument (I for IRAC) and channel number.  In this case,&lt;br /&gt;
channel 1 = 3.6 microns.  Other channel possibilities include 2 = 4.5&lt;br /&gt;
microns, 3 = 5.8 microns, 4 = 8 microns.  Note that, as described in&lt;br /&gt;
the IRAC Data Handbook and the document on performing IRAC photometry&lt;br /&gt;
that I circulated amongst you a while ago, these channel wavelengths&lt;br /&gt;
are not the &amp;quot;true&amp;quot; (or isophotal) values that should be used during&lt;br /&gt;
data analysis.  The isophotal values are channel 1 = 3.544 microns, 2&lt;br /&gt;
= 4.479, 3 = 5.710, 4 = 7.844.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;24745472&amp;quot; = Unique AOR identifier for this observation (not for this&lt;br /&gt;
IMAGE, but for all images comprising a single Spitzer visit to the&lt;br /&gt;
target).&lt;br /&gt;
&lt;br /&gt;
&amp;quot;0002&amp;quot; = Image sequence number in this observation; in this case, the&lt;br /&gt;
second image of the sequence.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;0000&amp;quot; = Some observing modes obtain more than one exposure per&lt;br /&gt;
&amp;quot;image&amp;quot;.  In such cases, this sequence number would increment upwards.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;4&amp;quot; = number of times this image has been reprocessed through&lt;br /&gt;
successive (improved) versions of the data processing and calibration&lt;br /&gt;
pipeline.  All of the data I have sent to you (indeed, all of the IRAC&lt;br /&gt;
data now available in the Spitzer archive) have been processed with&lt;br /&gt;
the latest and greatest version of the pipeline, S18.7.0.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;bcd&amp;quot; = Basic Calibrated Data.  The standard result from raw Spitzer&lt;br /&gt;
data that have been run through the processing and calibration&lt;br /&gt;
pipeline.  This is the data product that we work with.&lt;br /&gt;
&lt;br /&gt;
&amp;quot;.fits&amp;quot; = It's a standard FITS image, can be loaded into DS9.  The BCD&lt;br /&gt;
images are flux calibrated in units of surface brightness per pixel,&lt;br /&gt;
MJy/sr (mega-Jansky per steradian).  The also include world coordinate&lt;br /&gt;
solutions in their image headers, so can be displayed in the usual&lt;br /&gt;
format (N up, E to the left) and have, for example, 2MASS catalogs&lt;br /&gt;
overlaid on them, etc.&lt;br /&gt;
&lt;br /&gt;
-Don&lt;br /&gt;
---&lt;br /&gt;
Dr. Donald W. Hoard, Ph.D.&lt;br /&gt;
Research Scientist, California Institute of Technology&lt;br /&gt;
Science Applications Administrator, Infrared Processing and Analysis Center&lt;br /&gt;
Science User Support Team, Spitzer Science Center&lt;br /&gt;
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==[[The Truth]]==&lt;br /&gt;
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Look here for what the light curves really should look like per Don&lt;/div&gt;</summary>
		<author><name>Christensen</name></author>
		
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