1 Revisiting the Sunspot Number “Our knowledge of the long-term evolution of solar activity and of its primary modulation, the 11-year cycle, largely depends.

Slides:



Advertisements
Similar presentations
1 McGill University Department of Civil Engineering and Applied Mechanics Montreal, Quebec, Canada.
Advertisements

Forecasting Models With Linear Trend. Linear Trend Model If a modeled is hypothesized that has only linear trend and random effects, it will be of the.
Calibration of Sunspot Numbers Leif Svalgaard Stanford University Eddy Symposium 22 Oct
H.N. Wang 1 , H. He 1, X. Huang 1, Z. L. Du 1 L. Y. Zhang 1 and Y. M. Cui 2 L. Y. Zhang 1 and Y. M. Cui 2 1 National Astronomical Observatories 2 National.
Lwando Kondlo Supervisor: Prof. Chris Koen University of the Western Cape 12/3/2008 SKA SA Postgraduate Bursary Conference Estimation of the parameters.
FTP Biostatistics II Model parameter estimations: Confronting models with measurements.
STA305 week 31 Assessing Model Adequacy A number of assumptions were made about the model, and these need to be verified in order to use the model for.
1 Reconciling Group and International Sunspot Numbers Leif Svalgaard, HEPL, Stanford University Edward W. Cliver, Space Vehicles Directorate, AFRL XII.
The new Sunspot Number A full recalibration Frédéric Clette World Data Center SILSO, Royal Observatory of Belgium L. Svalgaard Stanford University J.M.
A full revision of the Sunspot Number and Group Number records Frédéric Clette World Data Center SILSO, Royal Observatory of Belgium L. Svalgaard Stanford.
1 Confronting Models with Reconstructions and Data Leif Svalgaard HEPL Stanford University Boulder, June 2014 ESWE Workshop Presentation Session 9: Understanding.
Evaluating Hypotheses
GG313 Lecture 3 8/30/05 Identifying trends, error analysis Significant digits.
Principles of Sea Level Measurement Long-term tide gauge records  What is a tide station?  How is sea level measured relative to the land?  What types.
1 Reconstruction of Solar EUV Flux in Centuries Past Leif Svalgaard Stanford University Big Bear Solar Observatory 23 rd Sept NSO, Sunspot, NM 3.
Relationships Among Variables
1 History and Calibration of Sunspot Numbers Edward W. Cliver, AFRL Leif Svalgaard, Stanford Univ. Kenneth H. Schatten, a.i. Solutions IUGG XXV General.
Solar Irradiance Variability Rodney Viereck NOAA Space Environment Center Derived Total Solar Irradiance Hoyt and Schatten, 1993 (-5 W/m 2 ) Lean et al.,
Principles of the Global Positioning System Lecture 11 Prof. Thomas Herring Room A;
1 The New Sunspot Series: Methods, Results, Implications, Opposition Leif Svalgaard Stanford University, California, USA Seminars.
1 The History of the Sunspot Number Leif Svalgaard Stanford University, California, USA AOGS, Singapore, August 2015 WSO.
Calibration of Sunspot Numbers Leif Svalgaard Stanford University SIDC Seminar 14 Sept
Acoustic Holographic Studies of Solar Active Region Structure A. Malanushenko 1,2, D. Braun 3, S. Kholikov 2, J. Leibacher 2, C. Lindsey 3 (1) Saint Petersburg.
1 Something with ‘W’ Leif Svalgaard March 1, 2012.
RMTD 404 Lecture 8. 2 Power Recall what you learned about statistical errors in Chapter 4: Type I Error: Finding a difference when there is no true difference.
Statistics and Quantitative Analysis Chemistry 321, Summer 2014.
1 Recent Progress in Long-Term Variability of Solar Activity Leif Svalgaard Stanford University, California, USA Keynote Talk, SCOSTEP-13, Xi’an 西安, China.
1 Reconciling Group and International Sunspot Numbers Leif Svalgaard, HEPL, Stanford University Edward W. Cliver, Space Vehicles Directorate, AFRL NSO.
Time Series Data Analysis - I Yaji Sripada. Dept. of Computing Science, University of Aberdeen2 In this lecture you learn What are Time Series? How to.
Modern Navigation Thomas Herring
INTERACTIVE ANALYSIS OF COMPUTER CRIMES PRESENTED FOR CS-689 ON 10/12/2000 BY NAGAKALYANA ESKALA.
1 The Spots That Won’t Form Leif Svalgaard Stanford University 3 rd SSN Workshop, Tucson, AZ, Jan
How Errors Propagate Error in a Series Errors in a Sum Error in Redundant Measurement.
1 Updating the Historical Sunspot Record Leif Svalgaard Stanford University SOHO-23. Sept. 25, 2009.
1 Geomagnetic Calibration of Sunspot Numbers Leif Svalgaard HEPL, Stanford University SSN-Workshop, Sunspot, NM, Sept
BASIC STATISTICAL CONCEPTS Statistical Moments & Probability Density Functions Ocean is not “stationary” “Stationary” - statistical properties remain constant.
Reconstruction of Solar EUV Flux
ROB: SUNSPOTS CATALOGS SOLID First Annual Meeting Oct Laure Lefèvre Royal Observatory of Belgium.
1 Radio, Ionosphere, Magnetism, and Sunspots Leif Svalgaard Stanford University SARA 2015, March 22.
1 Rudolf Wolf Was Right Leif Svalgaard Stanford University Dec 9 th 2009 Seminar at UC Berkeley Space Sciences Lab.
1 How Well Do We Know the Sunspot Number? [And what we are doing to answer that question] Leif Svalgaard HEPL, Stanford University Poster at ‘Solar in.
1 The Waldmeier Effect and the Calibration of Sunspot Numbers Leif Svalgaard Stanford University, California, USA David H.
Mike Lockwood (Southampton University & Space Science and Technology Department, STFC/Rutherford Appleton Laboratory ) Open solar flux and irradiance during.
12/15/20141 The 2015 Revision of the Sunspot Number Leif Svalgaard Stanford University AGU Fall Meeting SH11D-07 See also poster at Monday, December 15,
1 Objective Calibration of Sunspot Numbers Leif Svalgaard Stanford University, Stanford, CA, USA. AGU Fall 2009,
Renewing our view to past solar activity: the new Sunspot Number series Frédéric Clette, Laure Lefèvre World Data Center SILSO, Observatoire Royal de Belgique,
1 Reconstruction of Solar EUV Flux Leif Svalgaard Stanford University EGU, Vienna, April 2015.
Validation/Reconstruction of the Sunspot Number Record, E.W. Cliver Air Force Research Laboratory, Space Vehicles Directorate, Hanscom AFB, MA.
1 Reconciling Group and Wolf Sunspot Numbers Using Backbones Leif Svalgaard Stanford University 5th Space Climate Symposium, Oulu, 2013 The ratio between.
What the Long-Term Sunspot Record Tells Us About Space Climate David H. Hathaway NASA/MSFC National Space Science and Technology Center Huntsville, AL,
1 Rudolf Wolf and the Sunspot Number Leif Svalgaard Stanford University Sept st SSN Workshop, Sunspot, NM.
1 Calibration of Sunspot Numbers, II Leif Svalgaard Stanford University SIDC Seminar 12 Jan
1 Building a Sunspot Group Number Backbone Series Leif Svalgaard Stanford University 3 rd SSN Workshop, Tucson, Jan
1 Sunspots with Ancient Telescopes Leif Svalgaard Stanford University, California, USA John W. Briggs Magdalena, New Mexico,
Stats Methods at IC Lecture 3: Regression.
The Decline to Solar Minimum 2014 through about 2020
Diagnosing kappa distribution in the solar corona with the polarized microwave gyroresonance radiation Alexey A. Kuznetsov1, Gregory D. Fleishman2 1Institute.
The First 420 Days With Sunspot Observations by ATS
Leif Svalgaard, Xudong Sun Stanford University 20 Oct. 2016
The Waldmeier Effect and the Calibration of Sunspot Numbers
Estimates of the forthcoming solar cycles 24 and 25
The Effect of Weighting and Group Over-counting on the Sunspot Number
The Waldmeier Effect and the Calibration of Sunspot Numbers
Reconstruction of Solar EUV Flux
“The need of revising the good old Wolf numbers”
A Re-analysis of the Wolfer Group Number Backbone, I
Using Old Geomagnetic Data to Say Something about the Sun
EAST GRADE course 2019 Introduction to Meta-Analysis
Reconciling the Sunspot and Group Numbers
The structure and evolution of stars
Presentation transcript:

1 Revisiting the Sunspot Number “Our knowledge of the long-term evolution of solar activity and of its primary modulation, the 11-year cycle, largely depends on a single direct observational record: the visual sunspot counts that retrace the last 4 centuries, since the invention of the astronomical telescope“ “We present the new concepts and methods used to self-consistently re- calibrate the original sunspot series. This epochal revision of the Sunspot Number, the first since Wolf himself, and its reconciliation with the Group Number, is a long-awaited modernization that will feed solar cycle research into the 21st century”

2 Why is the SSNseries important? The SSN is an index with considerable subjectivity, depending on manual determinations with small telescopes, so why do we need it? Analogy with the cosmic distance scale: One needs a ladder of widely different techniques valid in a sequence of partially overlapping regimes. Similarly to explore the history of solar variability we need a ladder of overlapping regimes that connect the present physical parameters (TSI, magnetograms, UV radiance, etc.) with the distant past. The time scale from the present back to Galileo can only be bridged by the SSN, which in turn allows the ladder to be continued by isotope methods, etc. Stenflo [2014]

3 The SSN Workshops Sunspot 2011 Brussels 2012 Tucson 2013 Locarno 2014 A series of workshops have led to a critical re- assessment of the Sunspot Number series An official revised series is scheduled for 2015 High solar activity in every century since None stand out as Grand

4 Problems with the Sunspot Number(s) In the 1940s the observers in Zürich began to count larger spots more than once [weighting according to size], inflating the SSN by ~20% continuing until the present The Group Sunspot Number is about 50% too low prior to about 1885 When the above problems are corrected there is no long-term trend over the past three hundred years, i.e. no Modern Grand Maximum

5 The Ratio Group/Zürich SSN has Two Significant Discontinuities At ~1946 (After Max Waldmeier took over) and at ~1885

6 Combined Effect of Weighting and More Groups is an Inflation of the Relative Sunspot Number by 20+% No Weight SDO AIA 450nm SDO HMI LOS Groups ‘Weighted Spots’ I have re-counted 50,000 spots without weighting for the last 12 years of Locarno observations pdfhttp:// pdf specifically notes that “according to [observer] Zelenka (1979a), the introduction of the Zürich group classification with regard to their morphological evolution by Waldmeier and Brunner, has led to increased estimates of number of groups in comparison with Wolfer’s estimates”. Wolfer was assistant to Wolf and later his successor. Five groups Two groups

7 Compared with Sunspot Area (obs) Not linear relation, but a nice power law with slope Use relation for pre-1945 to compute Rz from Area, and note that the reported Rz after 1945 is too high [by 21%] SA Rz

8 Building Backbones Daisy-chaining: successively joining observers to the ‘end’ of the series, based on overlap with the series as it extends so far [accumulates errors] Back-boning: find a primary observer for a certain [long] interval and normalize all other observers individually to the primary based on overlap with only the primary [no accumulation of errors] Building a long time series from observations made over time by several observers can be done in two ways: Chinese Whispers When several backbones have been constructed we can join [daisy-chain] the backbones. Each backbone can be improved individually without impacting other backbones Carbon Backbone We have applied this methodology to reconstruct the Group Sunspot Number [using essentially the Hoyt&Schatten data]

9 The Wolfer Backbone Alfred Wolfer observed with the ‘standard’ 80 mm telescope 80 mm X64 37 mm X20 Rudolf Wolf from 1860 on mainly used smaller 37 mm telescope(s) so those observations are used for the Wolfer Backbone

10 The Schwabe Backbone Schwabe received a 50 mm telescope from Fraunhofer in 1826 Jan 22. This telescope was used for the vast majority of full-disk drawings made 1826–1867. For this backbone we use Wolf’s observations with the large 80mm standard telescope Schwabe’s House ?

11 Joining two Backbones Comparing Schwabe with Wolfer backbones over we find a normalizing factor of 1.55 The Group Sunspot Number is now defined as 12 * Number of Groups

12 The E-layer Current System. H North X D Y = H sin(D) dY = H cos(D) dD For small dD rY Morning Evening East Y rD A current system in the ionosphere is created and maintained by solar EUV radiation The magnetic effect of this system was discovered by George Graham in 1722

13 Std Dev. N

14 Composite rY Series From the Standard Deviation and the Number of Station in each Year we can compute the Standard Error of the Mean and plot the ±1-sigma envelope Since the ionospheric conductivity, Σ, depends on the number of electrons N, we expect that Σ scales with the square root of the overhead EUV flux (the Chapman function: N = √(J/α cos(χ)), J = ionization rate, α = recombination rate, χ = Zenith angle for the dominant plasma species O + 2 for λ < nm)

15 From this Effect we can Reconstruct the EUV Flux This is, I believe, an accurate depiction of solar activity since 1840 at least as measured by the magnetic field driving the EUV [and F10.7] EUV [photons] = 3.3·10 9 [rY nT] 2

16 We can compare that with the Zurich Sunspot Number Locarno spot 2 spots Wolfer & Brunner

17 How About the Group Sunspot Number? GSN issue ZSN issue The main issue with the GSN is a change relative to the ZSN during This is mainly caused by a drift in the reference count of the standard (Royal Greenwich Observatory) The ratio between the Group Sunspot Number and the Zürich Sunspot Number reveals two major problem areas. We can now identify the cause of each

18 RGO Groups/Sunspot Groups Early on RGO counts fewer groups than Sunspot Observers

19 Conclusions “In order to move forward and assemble a fully revised and extended SN series, three main steps are required: Combining all corrections obtained independently and verifying the global consistency of the resulting series. Determining more accurately the magnitude and time domain of each correction, and deriving estimates of the uncertainties. Extending the original SN series, so far limited to 1750, back to the first telescopic observations. The scarcity of data will most probably impose the use of the group number for this early part. It is thus essential that the GN and SN series are brought first in full agreement for the whole interval following Several issues remain open and require deeper analyses that may still span many years. The revised series will thus be open to future improvements as new results are published and new historical documents are progressively recovered. Therefore, in order to properly document future occasional modifications the WDC-SILSO will implement a versioning system, with an incremental description of changes added to each version.”

20 Sneak Peek Transform the current SSN time series, from Galileo to the present time, to a scale that is homogeneous in terms of counting criteria (those of Wolf and Wolfer) and has no k factor (i.e., k = 1, no artificial factor 0.6). The transformed time series will not be called the “International Sunspot Number” anymore, but simply the “Wolf number”: W = 10 G + S. While W should be used by the international community as the reference solar activity index, other counting methods (e.g. spot weighting) and proxies will be explored in parallel, and their correlations with the W number will be studied.