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        <build-number>803005</build-number>
        <build-date>13-09-2019</build-date>
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<item>
            <title>[PIPE2D-1340] Add noise floor when running brutus</title>
                <link>https://pfspipe.ipmu.jp/jira/browse/PIPE2D-1340</link>
                <project id="10002" key="PIPE2D">DRP 2-D Pipeline</project>
                    <description>&lt;p&gt;Add a noise floor to each filter when running brutus and see how the stellar parameter estimates changes for, e.g., SEGUE stars. The noise floor is meant to reduce effects of systematic zero-point errors and underestimated photometric uncertainties.&lt;/p&gt;</description>
                <environment></environment>
        <key id="24345">PIPE2D-1340</key>
            <summary>Add noise floor when running brutus</summary>
                <type id="3" iconUrl="https://pfspipe.ipmu.jp/jira/secure/viewavatar?size=xsmall&amp;avatarId=10518&amp;avatarType=issuetype">Task</type>
                                            <priority id="10000" iconUrl="https://pfspipe.ipmu.jp/jira/images/icons/priorities/medium.svg">Normal</priority>
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                                    <resolution id="10000">Done</resolution>
                                        <assignee username="ishigaki">ishigaki</assignee>
                                    <reporter username="msyktnk">Masayuki Tanaka</reporter>
                        <labels>
                    </labels>
                <created>Wed, 20 Dec 2023 06:41:13 +0000</created>
                <updated>Sun, 4 Feb 2024 23:44:51 +0000</updated>
                            <resolved>Sun, 4 Feb 2024 23:44:51 +0000</resolved>
                                                                        <due></due>
                            <votes>0</votes>
                                    <watches>2</watches>
                                                                <comments>
                            <comment id="36661" author="ishigaki" created="Wed, 17 Jan 2024 03:17:13 +0000"  >&lt;p&gt;The figure in the attachments above shows the median (left axis) and the dispersion (right axis) of the difference in the effective temperatures from photometry by brutus and from spectroscopy by SEGUE, after adding noises according to&lt;/p&gt;

&lt;p&gt;err^2 = err0^2 + (s*flux)^2&lt;/p&gt;

&lt;p&gt;&#160;&lt;/p&gt;

&lt;p&gt;where &quot;s&quot; is a softening parameter. &#160;&lt;/p&gt;

&lt;p&gt;The comparison is made for a subset of the SEGUE sample. The dispersion is calculated based on the 25% and the 70% percentiles of the differences. The horizontal axis is the adopted value of s.&lt;/p&gt;

&lt;p&gt;Based on this experiment, we decided to adopt s = 0.04 as a softening parameter for the noise floor.&#160;&lt;/p&gt;

&lt;p&gt;&#160;&lt;/p&gt;

&lt;p&gt;&#160; &#160;&lt;/p&gt;</comment>
                            <comment id="36989" author="ishigaki" created="Sun, 4 Feb 2024 23:44:51 +0000"  >&lt;p&gt;The noise floor will be implemented for the F-star catalog (version 3.3 or later).&lt;/p&gt;</comment>
                    </comments>
                    <attachments>
                            <attachment id="17030" name="tdiff_soften.png" size="37916" author="ishigaki" created="Wed, 17 Jan 2024 03:14:48 +0000"/>
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