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>улица Германа Титова, Khimki, Russia</div></h1></div><script>function titleSetterh1header1(x){fitLine('#h1header1',.88,{maxfs:45,content: x&&x.title});fitLine('#h1header2',.88,{maxfs:38,content: x&&x.subtitle});};titleSetterh1header1();</script><style> .section-outer { text-align: initial; } .section-content { max-width: 95%; width: 1100px; font-size: 18px; min-height: 300px; text-align: initial; margin-top: 10px; margin-bottom: 10px; line-height: 1.8; margin-left: auto; margin-right: auto; } .section-content-tight { min-height: 0px; } .section-content-alt { background-color: #f0f0f0; border-top: 1px solid #ccc; border-bottom: 1px solid #ddd } ; .section-banner { background-size: 100%; background: url(https://aqicn.org/images//bluesky-banner-panoramic.jpg) no-repeat center bottom #eee; margin-top: -2px; z-index: -1; border-bottom: 1px solid #888; width: 100%; } .h2-title { font-family: inherit; font-size: 1.1em; overflow: hidden; text-align: center; text-transform: capitalize; } 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margin: 3px; max-width: 800px; min-width: 30px; } .ui-share-btn:first-child { margin-left: 0px; } .ui-share-btn:hover { background-color: #f8f8f8; border-color: #adadad; text-decoration: none; color: black; } .ui-share-btn:hover svg { fill: black; } .ui-share-btn:hover svg g { fill: black; } .ui-share-btn a:hover { text-decoration: none; }</style><i style='color:#888;font-size:13px;word-break: break-all;'>Aktie: <a href='https://aqicn.org/station/validation/@211810/de/'>aqicn.org/station/validation/@211810/de/</a></i><br></div><div style='clear:both;margin-bottom:10px;'></div><script type='text/javascript'>var validatorOptions = {"views":{"map":"comparative-map","body":"comparative-body"}};validatorOptions.titleSetter=titleSetterh1header1;</script> <h2> <span>Willkommen beim AirNet-Service zur Validierung der Sensordatenqualität.</span> </h2> Station: <a href='/station/russia-khimki-улица-германа-титова/de/de/'>улица Германа Титова, Khimki, Russia </a> <i> also known as "Citizen Science project sensor.community 63573" </i> <br><span>befindet sich</span> "улица Германа Титова, микрорайон ИКЕА, Родионово, Khimki, Khimki Urban Okrug, Moscow Oblast, Central Federal District, 141401, Russia". <center><br>-<svg xmlns="http://www.w3.org/2000/svg" width="28" height="28" version="1" viewBox="0 0 26 26" enable-background="new 0 0 26 26"><path d="M 15.65625 -0.03125 C 14.280846 -0.03760636 12.828752 0.09254274 11.3125 0.40625 C 8.28651 1.0323169 5.7746616 2.1709106 3.96875 3.59375 C 2.3885774 4.8387345 1.3097647 6.3321654 1.0625 7.96875 A 1.0001 1.0001 0 0 0 1 8.40625 C 1 8.4709766 0.99753847 8.5296394 1 8.59375 C 0.99939321 8.6245955 1 8.6565744 1 8.6875 C 1.0067678 8.8049913 1.0164368 8.9159604 1.03125 9.03125 C 1.0536237 9.2185949 1.1014372 9.4156735 1.15625 9.59375 C 1.4590854 10.826485 2.2046296 11.91918 3.21875 12.78125 C 4.0779092 13.511593 5.1369309 14.083861 6.3125 14.53125 A 1.0001 1.0001 0 0 0 6.53125 14.9375 C 8.1339345 16.910035 12.101162 19.118434 18.1875 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17.9375 A 1.0001 1.0001 0 0 0 9.15625 17.59375 z M 8.125 20.1875 A 1.0001 1.0001 0 0 0 7.40625 21.65625 C 7.40625 21.65625 8.6869767 23.974979 11.65625 24.09375 A 1.001098 1.001098 0 0 0 11.75 22.09375 C 9.7192733 22.012521 9.1875 20.75 9.1875 20.75 A 1.0001 1.0001 0 0 0 8.21875 20.1875 A 1.0001 1.0001 0 0 0 8.125 20.1875 z M 7.59375 23.0625 A 1.0001 1.0001 0 0 0 7.4375 23.09375 A 1.0001 1.0001 0 0 0 6.9375 23.34375 C 6.9375 23.34375 6.19375 24 5.09375 24 A 1.0001 1.0001 0 1 0 5.09375 26 C 6.99375 26 8.28125 24.84375 8.28125 24.84375 A 1.0001 1.0001 0 0 0 7.59375 23.0625 z" color="#000" ></path></svg>-<br><br></center> <p>Die Validierung der Sensordaten erfolgt durch Betrachtung sowohl der eigenständigen Sensordaten (wenn der Sensor Daten auf Minutenebene produziert) als auch der Vergleichsdaten (wenn der Sensor zusammen mit anderen Sensoren platziert ist).</p> <style type='text/css'>section {margin-top:20px;margin-bottom: 80px;}@media only screen and (max-width: 800px) { border-top: 1px solid #ccc;}@media only screen and (min-width: 800px) { section {padding-left: 20px;border-left: 3px solid #f8f8f8;}}</style><h2><p>Standalone-Datenqualität</p></h2><section><p>Um ein Höchstmaß an Datenqualität zu gewährleisten, sollte das <a href='https://en.wikipedia.org/wiki/Signal-to-noise_ratio'>Signal-Rausch-Verhältnis</a> (SNR), definiert als Variationskoeffizient der stündlichen Messwerte, relativ niedrig sein (unter 33 %).</p> <p>Jede Messung, deren SNR konstant über 10 % liegt, könnte aufgrund falscher Sensorwerte (z. B. defekter Lüfter oder Staubansammlung) verzerrt sein.</p> <p><a href='#standalone'>Zeig mir die Daten</a></p> </section><h2><p>Vergleichende Datenqualität</p></h2><section><p>Um die Sensordaten mit denen des kolokalisierten Sensors zu vergleichen, wird das Diagramm „Vertrauenszone der Datenmesswerte“ verwendet, wobei die rote Linie die stündlichen Messwerte des Sensors darstellt, während die grüne Linie den Median der stündlichen Messwerte der benachbarten Stationen darstellt.</p> <p>Die grün ausgefüllte Zone stellt die Konfidenzzone dar, die dem Dreifachen der Standardabweichung der Nachbarstationen entspricht.</p> <p>Jedes Mal, wenn der stündliche Messwert der Station den Vertrauensbereich überschreitet, wird davon ausgegangen, dass die Station einen anormalen Messwert liefert.</p> <p>Je größer der Unterschied zwischen dem stündlichen Messwert und dem Konfidenzbereich ist, desto wahrscheinlicher ist es, dass die Station ungültige Daten produziert.</p> <p>Die Formel ist definiert als:</p> <center> \( d_i = {v_i - median_i \over {stddev_i }} \) , \( P = \sum_i ( \begin{cases} 1/n & d_i>5 \\ 0 & otherwise \end{cases} ) \) , \( D = \sqrt {\sum_i {d_i} \over n} \) <br> P=probability, D=distance and W=P*D </center> <p>Dabei ist „i“ die Iteration über die Daten der letzten drei Tage und „n“ die Anzahl der Stichproben während dieser letzten drei Tage (höchstwahrscheinlich n = 24*3).</p> <p>Bei W>30 wird die Station automatisch deaktiviert.</p> <p><a href='#comparative'>Zeig mir die Daten</a></p> <script type="text/javascript" id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"> </script> </section><h2><p>Weitere Fragen</p></h2><section><p>Wenn Sie Fragen oder Anmerkungen haben, senden Sie uns eine Nachricht über das folgende Formular:</p> <form class='ui form' id="waqi-im-form" autocomplete="on"> <style> #waqi-im-form td { vertical-align: top; width: 50%; } #waqi-im-form label { color: #000; font-size: .92857143em; font-weight: 700; text-transform: none; } #waqi-im-form textarea { border: 1px solid #ccc; font-size: 21px; width: 100%; font: inherit; box-sizing: border-box; color: #0086c8; padding: 8px; margin: 0px; height: 118px; border-radius: 3px; } #waqi-im-form td { margin: 0px; } #waqi-im-form input { font-family: "Noto Serif", Cambria, "Palatino Linotype", "Book Antiqua", "URW Palladio L", serif; margin: 0; outline: 0; -webkit-appearance: none; -webkit-tap-highlight-color: rgba(255, 255, 255, 0); line-height: 1.21428571em; padding: .67857143em 1em; font-size: 1em; background: #fff; border: 1px solid rgba(34, 36, 38, .15); color: #000; border-radius: .28571429rem; -webkit-box-shadow: 0 0 0 0 transparent inset; box-shadow: 0 0 0 0 transparent inset; -webkit-transition: color .1s ease, border-color .1s ease; transition: color .1s ease, border-color .1s ease; width: 100%; box-sizing: border-box; } </style> <textarea id="waqi-im-form-textarea" class="form-input" name="message" required placeholder=''></textarea> <table style='width:100%'> <tr> <td> <label> <span>Geben sie ihre E-Mailadresse ein</span> </label> <div> <input class='form-input' type="email" name="email" id="frmEmailA" placeholder="enter your email" required autocomplete="email" pattern="[^ @]*@[^ @]*"> </div> </td> <td> <div class="field"> <center id='captcha'> </center> </div> </td> </tr> </table> <input class='form-input' type='hidden' name="station" value="@211810"><input class='form-input' type='hidden' name="source" value="airnet"> </form> <div style='clear: both'></div> <style> #waqi-im-form input.submit { padding: 10px; background: #0086c8; border: none; margin-top: 25px; color: white; } </style> <script>var i18nTexts=(i18nTexts||[]);i18nTexts.push({"wa.rj7Q7iu6GvqDAOf1SxvBERD\/pZ0=":"Ihr Name","wa.Xi+TKw0nK3I5533XVrPPC2U4EGA=":"deine E-Mail","wa.PpJeVWr2kv+y3QdUOxD7mHWBxfo=":"Leider ist ein Fehler aufgetreten. 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Die breite Öffentlichkeit wird wahrscheinlich nicht betroffen sein.</td></tr> <tr style="background-color:#cc0033;"> <td class='aqiwtxt' nowrap="true">151-200</td> <td class='aqiwtxt'>Ungesund</td> <td class='aqiwtxt'>Gesundheitliche Auswirkungen sind für jeden spürbar; für sensible Gruppen besteht möglicherweise ein ernstes gesundheitliches Risiko.</td></tr> <tr style="background-color:#660099;"> <td class='aqiwtxt' nowrap="true">201-300</td> <td class='aqiwtxt'>Sehr Ungesund</td> <td class='aqiwtxt'>Notfallwarnung vor Gesundheitsgefahren. Die Gesamtbevölkerung ist davon wahrscheinlich betroffen.</td></tr> <tr style="background-color:#7e0023;"> <td class='aqiwtxt' nowrap="true">300+</td> <td class='aqiwtxt'>Gefährlich</td> <td class='aqiwtxt'>Gesundheitswarnung: Jeder kann ernstere gesundheitliche Auswirkungen haben</td></tr> </table> </div><br>Um mehr über Luftqualität und -verschmutzung zu erfahren, gehen Sie auf die Seite <a href='http://en.wikipedia.org/wiki/Air_quality'>Luftverschmutzung (Wikipedia)</a> oder den <a href='http://www.airnow.gov/index.cfm?action=aqibasics.aqi'>AIRNow Leitfaden</a> für Luftqualität und Ihre Gesundheit der US-amerikanischen Umweltagentur.<br><br>Sehr nützliche Gesundheitsratschläge gibt der Pekinger Arzt Richard Saint Cyr MD, <a href='http://www.myhealthbeijing.com/'>www.myhealthbeijing.com</a> in seinem Blog.<br><br></center></div></div></div> <center> <br>  <ins class="adsbygoogle" style="display:block" data-ad-client="ca-pub-0281575029452656" data-ad-slot="2455076269" data-ad-format="auto"></ins> <script>(adsbygoogle = window.adsbygoogle || []).push({});</script> <style type='text/css'> .usage-notice { line-height:1.5; max-width:95%; width:1000px; margin-top:10px; padding:5px; font-size: 15px; background-color:#ffffff; text-shadow: 1px 1px 1px white; -webkit-box-shadow: 1px 1px 8px -3px rgba(0,0,0,0.3); } </style> <div class="textshadowwhite usage-notice" style=''> <b>Nutzungshinweis</b>: Alle Luftqualitätsdaten sind zum Zeitpunkt der Veröffentlichung noch nicht verifiziert, und aufgrund der Qualitätssicherung können diese Daten jederzeit ohne vorherige Ankündigung geändert werden. 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