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1

Real time Kp predictions from solar wind data using neural networks

Fredrik Boberg, Peter Wintoft, Henrik Lundstedt

Journal:

Physics and Chemistry of the Earth, Part C: Solar, Terrestrial & Planetary Science

Year:

2000

Language:

english

File:

PDF, 708 KB

english, 2000

2

Solar wind driven empirical forecast models of the time derivative of the ground magnetic field

Wintoft, Peter, Wik, Magnus, Viljanen, Ari

Journal:

Journal of Space Weather and Space Climate

Year:

2015

Language:

english

File:

PDF, 802 KB

english, 2015

3

Space weather modelling with intelligent hybrid systems: Predicting the solar wind velocity

P. Wintoft, H. Lundstedt

Journal:

Advances in Space Research

Year:

1998

Language:

english

File:

PDF, 414 KB

english, 1998

4

Prediction of geomagnetic storms from solar wind data with the use of a neural network

H. Lundstedt, P. Wintoft

Journal:

Annales Geophysicae

Year:

1994

Language:

english

File:

PDF, 64 KB

english, 1994

5

Predicting geomagnetic storms from solar-wind data using time-delay neural networks

H. Gleisner, H. Lundstedt, P. Wintoft

Journal:

Annales Geophysicae

Year:

1996

Language:

english

File:

PDF, 61 KB

english, 1996

6

An Analysis of the Formation of Interconnecting Loops

Jie Chen, Henrik Lundstedt, Yuanyong Deng, Peter Wintoft, Yin Zhang

Journal:

Year:

2011

Language:

english

File:

PDF, 3.41 MB

english, 2011

7

Models of Solar Wind Structures and

J. Watermann, P. Wintoft, B. Sanahuja, E. Saiz, S. Poedts, M. Palmroth, A. Milillo, F.-A. Metallinou, C. Jacobs, N. Y. Ganushkina, I. A. Daglis, C. Cid, Y. Cerrato, G. Balasis, A. D. Aylward, A. Aran

Journal:

Space Science Reviews

Year:

2009

Language:

english

File:

PDF, 2.29 MB

english, 2009

8

The variability of solar EUV: A multiscale comparison between sunspot number, 10.7 cm flux, LASP MgII index, and SOHO/SEM EUV flux

Journal:

Journal of Atmospheric and Solar-Terrestrial Physics

Year:

2011

Language:

english

File:

PDF, 475 KB

english, 2011

9

Prediction of daily average solar wind velocity from solar magnetic field observations using hybrid intelligent systems

P. Wintoft, H. Lundstedt

Journal:

Physics and Chemistry of the Earth

Year:

1997

Language:

english

File:

PDF, 409 KB

english, 1997

10

Ionospheric foF2 storm forecasting using neural networks

P Wintoft, Lj.R Cander

Journal:

Physics and Chemistry of the Earth, Part C: Solar, Terrestrial & Planetary Science

Year:

2000

Language:

english

File:

PDF, 797 KB

english, 2000

11

Short-term prediction of fof2 using time-delay neural network

P. Wintoft, Lj.R. Cander

Journal:

Physics and Chemistry of the Earth, Part C: Solar, Terrestrial & Planetary Science

Year:

1999

Language:

english

File:

PDF, 445 KB

english, 1999

12

Space Weather and Challenges for Modern Society

Brekke, Pål, Steen, Roger, Onsager, Terry, Wintoft, Peter, Olaussen, Alf, Pirjola, Risto, Stauning, Peter, Sundelius, Bengt, Ohnstad, Trond, Marti, Luis

Journal:

Space Weather The International Journal of Research and Applications

Year:

2013

Language:

english

File:

PDF, 57 KB

english, 2013

13

A neural network study of the mapping from solar magnetic fields to the daily average solar wind velocity

Wintoft, Peter, Lundstedt, Henrik

Journal:

Journal of Geophysical Research

Year:

1999

Language:

english

File:

PDF, 805 KB

english, 1999

14

Twenty-four hour predictions of f 0F 2 using time delay neural networks

Wintoft, Peter, Cander, Ljiljana R.

Journal:

Year:

2000

Language:

english

File:

PDF, 983 KB

english, 2000

15

Calculation of geomagnetically induced currents in the 400 kV power grid in southern Sweden

Wik, M., Viljanen, A., Pirjola, R., Pulkkinen, A., Wintoft, P., Lundstedt, H.

Journal:

Space Weather The International Journal of Research and Applications

Year:

2008

Language:

english

File:

PDF, 1.33 MB

english, 2008

16

Neural network models predicting the magnetospheric response to the 1997 January Halo-CME event

Wu, J.-G., Lundstedt, H., Wintoft, P., Detman, T. R.

Journal:

Geophysical Research Letters

Year:

1998

Language:

english

File:

PDF, 464 KB

english, 1998

17

SPIE Proceedings [SPIE SPIE's 1994 International Symposium on Optics, Imaging, and Instrumentation - San Diego, CA (Sunday 24 July 1994)] Image Reconstruction and Restoration - Neural network for modal compensation of atmospheric turbulence

Wintoft, Peter, Dai, Guang-Ming, Schulz, Timothy J., Snyder, Donald L.

Year:

1994

Language:

english

File:

PDF, 277 KB

english, 1994

18

Regional estimation of geomagnetically induced currents based on the local magnetic or electric field

Viljanen, Ari, Wintoft, Peter, Wik, Magnus

Journal:

Journal of Space Weather and Space Climate

Year:

2015

Language:

english

File:

PDF, 871 KB

english, 2015

19

Extreme value analysis of the time derivative of the horizontal magnetic field and computed electric field

Wintoft, Peter, Viljanen, Ari, Wik, Magnus

Journal:

Annales Geophysicae

Year:

2016

Language:

english

File:

PDF, 512 KB

english, 2016

20

Space weather events in July 1982 and October 2003 and the effects of geomagnetically induced currents on Swedish technical systems

Wik, M., Pirjola, R., Lundstedt, H., Viljanen, A., Wintoft, P., Pulkkinen, A.

Journal:

Annales Geophysicae

Year:

2009

Language:

english

File:

PDF, 5.42 MB

english, 2009

21

O + escape during the extreme space weather event of September 4-10, 2017

Schillings, Audrey, Nilsson, Hans, Slapak, Rikard, Wintoft, Peter, Yamauchi, Masatoshi, Wik, Magnus, Dandouras, Iannis S, Carr, Christopher M.

Journal:

Space Weather The International Journal of Research and Applications

Year:

2018

Language:

english

File:

PDF, 1.03 MB

english, 2018

22

Model evaluation guidelines for geomagnetic index predictions

Liemohn, Michael W., McCollough, James P., Jordanova, Vania K., Ngwira, Chigomezyo M., Morley, Steven K., Cid, Consuelo, Tobiska, W. Kent, Wintoft, Peter, Ganushkina, Natalia Yu, Welling, Daniel T., B

Journal:

Space Weather The International Journal of Research and Applications

Year:

2018

Language:

english

File:

PDF, 2.23 MB

english, 2018

23

Forecasting Kp from solar wind data: input parameter study using 3-hour averages and 3-hour range values

Wintoft, Peter, Wik, Magnus, Matzka, Jürgen, Shprits, Yuri

Journal:

Journal of Space Weather and Space Climate

Year:

2017

Language:

english

File:

PDF, 2.51 MB

english, 2017

24

Evaluation of Kp and Dst Predictions Using ACE and DSCOVR Solar Wind Data

Wintoft, P., Wik, M.

Journal:

Space Weather The International Journal of Research and Applications

Year:

2018

Language:

english

File:

PDF, 1.10 MB

english, 2018

25

Predictions of local ground geomagnetic field fluctuations during the 7-10 November 2004 events studied with solar wind driven models

Wintoft, P., Wik, M., Lundstedt, H., Eliasson, L.

Journal:

Annales Geophysicae

Year:

2005

Language:

english

File:

PDF, 341 KB

english, 2005