DCX SERVER INFO AND MANUAL
|
|
|
- Heather French
- 10 years ago
- Views:
Transcription
1 DCX SERVER INFO AND MANUAL Compiled by Kalevi Mursula, Lauri Holappa, Arto Karinen, Tore Leikanger University of Oulu (UOulu) 28 October 2011
2 Contents Contents 2 1 Web server of improved local and global Dst indices for history and real-time Abstract The different storm-time indices The three versions of indices Definite indices Provisional and real-time indices Web service References 18 2
3 Chapter 1 Web server of improved local and global Dst indices for history and real-time Prepared by: K. Mursula (UOulu), Arto Karinen (UOulu), Lauri Holappa (UOulu), T. Leikanger (UOulu) 1.1 Abstract In this manual we describe the web-based Dcx server which has been constructed to provide new, global and local indices of magnetic storminess called Dxt and Dcx indices, at hourly resolution and with a good global coverage. We provide historical indices for that are based on the four Dst stations. We also provide historical indices for an extended network of 17 stations for Provisional and real-time indices are available since 2010 for 14 stations. 1.2 The different storm-time indices The Dst index is one of the most used geomagnetic indices, and constructed to monitor the strength and temporal development of geomagnetic storms, in particular the ring current. It is traditionally calculated as an hourly averaged disturbance of the horizontal magnetic field observed at the four low-latitude stations of Hermanus (HER), Honolulu (HON), Kakioka (KAK) and San Juan (SJG), which are distributed roughly equally in longitude (see Table 1.1 for station coordinates). Major disturbances in the Dst index are negative, reflecting the westward directed drift of the energetic, positively charged ions produced during the storm, and the ensuing westward directed electric current. However, in addition to the ring cur- 3
4 Chapter 1: Web server of improved local and global Dst indices 4 rent, other magnetospheric current systems contribute to the Dst index by amounts that vary, e.g., with storm phase. Also, it is known by now that the ring current itself is not isotropic but highly asymmetric in local time (LT), often consisting of a number of limited longitude/lt sections (Lui et al., 1987). (Sometimes one talks about an asymmetric or partial ring current in addition to the isotropically or symmetrically assumed ring current). These effects lead to the fact that the local disturbances at the different Dst stations (in the different longitude/local time sectors) are mostly quite different. The original Dst index is provided by the World Data Center WDC-C1 in Kyoto, Japan. However, they only provide the global Dst index, i.e., the average of the four Dst stations, not the separate, local Dst indices observed at these stations. This is one major gap that the Soteria Deliverable 4.4 aims to fill. As the first step toward this aim, we have reconstructed the global Dst index (Karinen and Mursula, 2005), using the original Dst derivation method (see, e.g., Sugiura, ; Sugiura and Kamei, 1991; WDC-C1, 2011) as closely as possible. We call our version of the reconstructed Dst index the Dxt index, in order to separate the two indices. Over the whole Dst index time interval since 1957, the Dxt index correlates very well with the Dst index (correlation coefficient of 98.7 %). Despite this good correlation, the Dxt index corrects some errors in the original Dst index. (E.g., all annual averages of the Dxt index are negative, in disagreement with the positive annual average of the Dst index in It is also corrects the Dst index in 1971 when the Dst index depicts an anomalous UT variation). We have also extended the time span of the original Dst index by more than 25 years to start the Dxt index already in 1932, by using CTO, the predecessor of HER station, with all other Dst stations remaining the same. The Dcx server will provide the local Dxt indices for all the four stations and their average, i.e, the global Dxt index, over the whole time interval since In addition to the Dxt index which, as mentioned above, follows the Dst index recipe, we have also calculated another version of the Dst index, using a different treatment of the quiet daily curve. The Dst index is known to exhibit an excessively large semiannual variation, which is unrelated to magnetic storms (Cliver et al., 2001). This non-storm component in the Dst index arises from the seasonal variation of the quiet-time magnetic field, which is not correctly eliminated from the quiet-day curve when deriving the Dst index (Mursula and Karinen, 2005). The corrected Dst index recipe yields a seasonally corrected index which is called the Dcx index (Mursula and Karinen, 2005). We have shown that the Dcx index is considerably better correlated with other indices of solar and geomagnetic activity than the Dst/Dxt index (Karinen and Mursula, 2006), which further motivates this revision. The Dcx server will also provide the global Dcx index and the correspond-
5 Chapter 1: Web server of improved local and global Dst indices 5 ing local Dcx indices for the four Dst stations over the whole time interval since As explained above, the Dst, Dxt and Dcx indices are based on the magnetic field measurements at the four Dst stations. However, such a small number of stations gives only a coarse longitudinal accuracy, and does not allow for a detailed study of the local time structure of disturbances due to asymmetric current systems like the partial ring current and the tail current. Accordingly, a larger network of stations is needed in order to have a better view of the local storm-time currents. We have increased the number of stations for more recent times, when data from a larger number of stations are available. The definite versions of recent indices that are available now for , are based on 17 stations and are called the Dxt17 and Dcx17 indices. The real-time and provisional versions that are available since 2010 are based on data from 14 stations. The user-friendly web-based server called the Dcx server has been developed within the Soteria Deliverable 4.4 to provide the scientific community with all these indices. The definite, provisional and real-time versions of the global and local Dxt, Dcx, Dxt17, Dcx17, Dxt14 and Dcx14 indices can be downloaded from the Dcx server, and are available at hourly, daily and annual resolution. 1.3 The three versions of indices The measurements of the geomagnetic field, and indices based upon them, can typically be classified into three versions: definite, provisional and real-time, depending on the delay time between measurement and release, or the accuracy of the published data. Definite data are calibrated to the baseline defined by the total magnetic field at the measuring station. Outliers have been removed, and gaps have been filled whenever possible. Definite data are basically the final and the most accurate measurements provided by the station (WDC-C1, 2011; WDC-C3, 2011). However, the definite data are typically not available until two or three years after the measurements. For more recent times, typically since about 6-24 months before present, the data are given as provisional data, while the newest measurements within the last 3 months or so are real-time data. Provisional data have been manually checked by the observatory staff, but the data may not have a correct baseline and may contain outliers or missing values. It is quite possible that a part of provisional data will be replaced by more accurate data before the definite data is released. Real-time data have typically not been checked for noise or for a correct baseline level, and may therefore include significant errors. These are often variometermagnetometer measurements, which only measure the relative variation of the
6 Chapter 1: Web server of improved local and global Dst indices 6 field and do not include the correct baseline level. In such cases we estimate the base-line by interpolating (or, after 2010 extrapolating) the IGRF model (IGRF, 2010), using the horizontal component of the model as the baseline. In order to calculate the Dxt/Dcx indices we need the horizontal component of the magnetic field vector measured at least at the hourly resolution. In the 1970s, most stations turned typically from the hourly sampling of the geomagnetic field to the one-minute resolution sampling. We will use hourly data for the calculation of the definite and provisional indices, both for historical and modern times. We have decided to download the one-minute real-time data from the stations contributing to the real-time index once every 15 minutes. Accordingly, the real-time Dxt14 and Dcx14 indices are calculated and updated every 15 minutes using the recent magnetic field observations at the 14 geomagnetic low-latitude observatories. This was considered necessary since the different stations provide their data in different ways and different times. The subsequent 15-minute index values within one hour will have more and more stations included in the index calculation until, after the full hour, data from all stations are available. This implies that, practically, we have a warning system which has a 15-minute lead time for large disturbances. This greatly enhances the temporal accuracy of the Dcx server for warning purposes from the originally considered accuracy of one hour to 15 minutes, i.e., by a factor of four. Calculation of the Dxt/Dcx indices also requires the information of the level of the quiet-time magnetic field, i.e., the zero level of the index, which is defined from the internationally selected quietest days of each month (for a list of these days see, e.g., WDC-C1 (2011)). The international quiet days are defined for 1932 onwards, i.e., for the whole Dxt/Dcx time interval, except for the recent years, since they are calculated from the definite values of the magnetic field. For this reason, the quiettime level of the provisional and real-time Dxt/Dcx indices cannot be obtained from the internationally selected days, but will be determined here from the five locally quietest days according to the IHV index (Svalgaard et al., 2004) calculated for each contributing station separately. (For more information on the details of the original and revised Dst index recipes, see Mursula and Karinen (2005); Karinen and Mursula (2005)) Definite indices Definite Dxt and Dcx indices are calculated from the definite values of the horizontal magnetic field measured at the contributing stations. For the Dcx server, these definite measurements are collected from the WDC database (WDC-C3, 2011). The definite Dxt and Dcx indices for the server must be calculated manually because
7 Chapter 1: Web server of improved local and global Dst indices 7 the definite values of the magnetic field are updated with a long delay and at different times for each contributing station. Table 1.1 includes all stations that have been used to calculate any version of the indices, including the definite indices. Figure 1.1 shows on the map all stations that have been used for definite indices. Note that in some cases data from two (fairly nearby) stations have been used to provide one series of data for the calculation of the definite index. One of the two stations is considered to be the main station. This station is also used to calculate the provisional and real time indices. The other station is an auxiliary station, which is used, e.g., to fill the data gaps of the main station. There are two such station pairs: BSL (main) and DLR (auxiliary); IZN (main) and AQU (auxiliary). Also CTO can be considered an auxiliary station which continues HER data to earlier years. Geographic Geomagn. IAGA Station Lat. Long. Lat. AAA Alma Ata AQU L Aquila BSL Stennis CNB Canberra CTO Cape Town DLR Del Rio GNA Gnangara HBK Hartebeesthoek HER Hermanus HON Honolulu IZK Iznik KAK Kakioka LZH Lanzhou MBO Mbour PPT Pamatai SJG San Juan TAM Tamanrassat TRW Trelew TUC Tucson VSS Vassouras Table 1.1: Geographical coordinates and geomagnetic latitudes (according to IGRF 2010 model IGRF (2010)) of all magnetic stations contributing to any of the Dxt and Dcx indices. In Table 1.2 we give the times when the data from each of the stations have been used to calculate the definite (or provisional/real time) indices. The traditional 4-station indices Dxt and Dcx, consisting of measurements at HER/CTO, HON, KAK, and SJG, have been calculated for Definite data for almost the whole extended network of 17 stations (except for VSS) have been collected for Accordingly, the definite Dxt17 and Dcx17 indices have been calculated for (Year 2009 is based on 16 stations and therefore still preliminary
8 Chapter 1: Web server of improved local and global Dst indices 8 TUC BSL AQU IZN AAA LZH KAK HON DLR SJG MBO TAM PPT VSS HBK GNA CNB TRW HER, CTO TUC BSL IZN AAA LZH HON SJG MBO TAM PPT HBK GNA CNB HER Figure 1.1: Stations contributing the definite [top] and the provisional and real-time [bottom] Dxt and Dcx indices. Auxiliary stations are marked with blue triangles. for some time). The Dcx server also includes and provides the original Dst index calculated by WDC-C1 (2011) starting on and extending presently until Provisional and real-time indices Provisional Dxt and Dcx indices are calculated from the provisional or real-time values of the horizontal H component measured at the contributing stations. We use 14 stations for the provisional indices (see Figure 1.1 and Table 1.2). The time of provisional data (and indices) starts presently at the beginning of The starting time will naturally change in time as more recent definite values of the measured field will become available from the contributing stations. We use the provisional values of the measured field to calculate the provisional indices as far in time as they are available at each station, and real-time data thereafter. The extent of the provisional data toward the present day (i.e., how recent data are provisional) varies from station to station. Typically, provisional data are
9 Chapter 1: Web server of improved local and global Dst indices 9 Data interval used IAGA Definite Prov./real-time AAA AQU BSL CNB CTO DLR GNA HBK HER HON IZN KAK LZH MBO PPT SJG TAM TRW TUC VSS station /14 station Table 1.2: Time intervals of data used for the definite, and provisional/real-time Dxt and Dcx indices. available about three months after the measurement. Thus, provisional indices are typically available until about three months before present. The provisional values of the magnetic field are manually downloaded from WDC-C3 (2011) or from IN- TERMAGNET network (2011). We provide the provisional indices both at hourly and daily resolution. Note also that because the provisional indices are updated and extended as time proceeds, the ending time is changing, but is typically three months before the present day. For this reason the provisional indices may change before they are replaced by definite indices. Note also that the 4-station Dxt and Dcx indices use the GNA station as a substitute for KAK station in the provisional and real-time indices. The real-time indices are the index version that are typically available for the last three months before present. As explained above, the real-time data are being automatically uploaded via FTP every 15 minutes directly from the contributing stations (see Table 1.2 and Figure 1.1). Stations contributing to the real-time indices are the same as those used for the provisional indices. The real-time index time interval continues smoothly after the provisional time period. At each station, the real-time data continues the provisional values of the measured field. However, since the change from provisional to real-time data varies for the different stations, the provisional and real-time indices may be based, at least for some time around
10 Chapter 1: Web server of improved local and global Dst indices 10 the mean turning time, on both types of data. Therefore, it is natural to combine these two index versions under a common umbrella. The real-time indices may have errors, and may therefore deviate even significantly from the corresponding Dcx index server provisional and definite indices. They can also change during the three-month period for which Dcx index they server are calculated. (Corrected Dst) Front page Index query Movies Stations Data providers Real-time Dcx Figure shows Real-time Dcx index from the last two weeks (up) and for the last 24 hours (bottom). More information: Real-time Dcx info. Dcx and Dxt indices and the Sunspot number Figure 1.2: Front page of the Dcx server. 7:14:14 PM] 1.4 Web service The Dcx server is located in the Department of Physics, University of Oulu, at the address The front page of the Dcx server web page is shown in Figure 1.2. It depicts the hourly real-time Dcx index for the last two weeks in the upper panel and for the last 18 hours in the second panel, which are updated every 15 minutes. As explained above, the server acts as a warning sys-
11 Chapter 1: Web server of improved local and global Dst indices 11 tem which has, effectively, a 15-minute lead time for large disturbances, enhances the temporal accuracy for warning purposes from the originally considered hourly accuracy. Below the plot of the recent Dcx index is another plot showing the monthly values of the definite 4-station Dxt and Dcx indices, and the sunspot numbers in Upper left corner of the front page includes the following links: Index query to the data retrieval pages; Movies to pages presenting movies of the Dcx index for some selected storms; Stations to a page showing the contributing stations on map and in table; Data providers to a page with acknowledgement and information on institutions and observatories providing real-time magnetic data. Also, the logos of the Soteria project (Soteria, 2011), the European Union and its Seventh Framework Programme, as well as the University of Oulu are shown on the front page. The caption under the Dcx index plot includes a link Real-time Dcx info to a page (see Figure 1.3) where additional information on the real-time Dcx index during the last two weeks can be obtained, in particular statistics on the relative contribution of each station to the Dcx index and the fraction of valid data in each station. This information is also updated every 15 minutes. In Index query page shown in Fig. 1.4 the user can select from the three versions of indices: definite, provisional and real-time Dxt/Dcx indices. This page includes a short description of these three versions of indices, and links to the specific query pages of each index version. This page also describes the Rules of the road of using the indices provided by the Dcx server. Note also that the Dcx server does not distribute the original values of the horizontal component measured at any of the contributing stations. Figure 1.5 shows the specific query page for the definite indices. The Dxt/Dcx indices based on the four Dst index stations can be found by selecting the index type 4-station. Selecting the type 17-station gives the indices calculated using all the 17 stations. Individual indices for each station are available when selecting the type Individual. Definite indices are available at hourly, daily and yearly resolution. Dcx server also provides the original Dst index from WDC-C1 (2011). The user must select the time interval, the type of index needed and its resolution. The server prepares an ASCII data file for the user to download and plots the time series of the required data. The ASCII data can be downloaded by right clicking the mouse on the top of the name of the prepared ASCII file including a link. Pressing Download annual files button leads to a web page shown in Figure 1.6 where the user can get all the hourly Dxt and Dcx indices in ready-made yearly files of 4-station and 17-station indices. Figure 1.7 shows the specific query page for the provisional indices. This page
12 Chapter 1: Web server of improved local and global Dst indices 12 Real-time Dcx Index in the last two weeks Table updated on 18-Oct :38:23 UT Station Contr. to Dcx % Valid data % AAA BSL CNB GNA HBK HER HON IZN LZH MBO PPT SJG TAM TUC For each station contributing Dcx in the last two weeks: First column: Contribution to Dcx, Second column: Presence of valid data. Figure 1.3: Page showing (left) the relative contribution of each station to the real-time Dcx index seen on front page, and (right) the relative fraction of valid data from each station. works in a similar way as the corresponding page for the definite indices, except that the number of stations is smaller (14), there are no ready-made annual files available, and the provisional indices are only available at hourly and daily resolution. The time period of provisional indices starts at the end time of the definite indices. Figure 1.8 shows the specific query page for the real-time indices. This page works in a similar way as the corresponding page for the provisional indices. The time period of real-time indices starts at the end time of the provisional indices. The front page includes a link to Movies page displaying a collection of movies presenting magnetic disturbances at different local times for selected time intervals, in particular some pre-selected SOTERIA WP4 events that include major magnetic storms. Figure 1.9 shows one such movie for the storm on December, The movie consists of four panels, all synchronized to the same time. The two upper plots show the time evolution of the 1-minute local and global Dcx indices. An estimate of the asymmetric local time distribution is depicted in the third plot. The bottom plot presents the asymmetric local time distribution in 2 dimension.
13 Dcx index server Chapter Dcx index 1: Web server server of improved local and global Dst indices 13 (Corrected Dst) Front page Index query Movies Stations Data providers Index Query The indices provided by the Dcx server are free for non-commercial, non-profit use according to the Rules of the road given below. The server includes indices at three levels of sophistication: Definite indices Definite indices have been calculated from the definite values of the hourly horizontal magnetic field measured at selected stations (presently up to 17 stations). Definite indices are available at hourly, daily and yearly resolution. Definite indices lag typically by 1-2 years. Provisional indices Provisional indices have been calculated from the provisional values of the hourly horizontal magnetic field measured at the contributing stations (presently up to 14 stations). Provisional indices continue the time interval of definite indices without gap or overlap. Provisional indices are available at hourly and daily resolution. Provisional indices are updated continuously and extend typically until about three months before present. Real-time indices Real-time indices use the real-time data from the same stations as the provisional indices (presently up to 14 stations). Real-time indices continue the time interval of provisional indices without gap or overlap. Real-time indices may have errors and may change in time due to updates of the measured field values. Real-time indices are available at hourly and daily resolution. This server has been developed at the University of Oulu, Finland, within the EU FP7 Collaboration/Space project "Soteria" Work Package 4 by Arto Karinen, Tore Leikanger, Lauri Holappa and Kalevi Mursula in Please send any comments, corrections, and questions about the Dcx server to [email protected] Rules of the Road The magnetic indices provided through the Dcx server are made freely available for scientific and educational use only, not for commercial or other profit use. Publications using the provided indices should include a statement acknowledging the source, e.g., as follows: Dcx index server Dcx index server (Corrected Dst) The results presented in this paper use Dxt or Dcx indices provided by the Dcx server of the University of Oulu, Finland, at Figure 1.4: Index query page. Front page Index query Movies Stations Data providers Query for Definite Index YYYY MM DD HH Initial date: Final date: Resolution: Data availability: Index: Dcx17 First available data: (00:00) Last available data: (23:00) Index: Dcx Dxt Dst Type: (Only for Dcx/Dxt.) 17-Station 4-Station Individual: Right click to Download: Dcxh txt Plot of the index 20:22:10 Maintained by T. Leikanger and A. Karinen Figure 1.5: Index query page for definite indices. The page includes a link to a page giving more details of the movie.
14 Chapter 1: Web server of improved local and global Dst indices 14 Definite indices Dcx Index 4-Station Dcx Yearly text files (use right mouse button to download): Dcx1932.txt Dcx1933.txt Dcx1934.txt Dcx1935.txt Dcx1936.txt Dcx1937.txt Dcx1938.txt Dcx1939.txt Dcx1940.txt Dcx1941. txt Dcx1942.txt Dcx1943.txt Dcx1944.txt Dcx1945.txt Dcx1946.txt Dcx1947.txt Dcx1948.txt Dcx1949.txt Dcx1950.txt Dcx1951.txt Dcx1952.txt Dcx1953.txt Dcx1954.txt Dcx1955.txt Dcx1956.txt Dcx1957.txt Dcx1958.txt Dcx1959.txt Dcx1960. txt Dcx1961.txt Dcx1962.txt Dcx1963.txt Dcx1964.txt Dcx1965.txt Dcx1966.txt Dcx1967.txt Dcx1968.txt Dcx1969.txt Dcx1970.txt Dcx1971.txt Dcx1972.txt Dcx1973.txt Dcx1974.txt Dcx1975.txt Dcx1976.txt Dcx1977.txt Dcx1978.txt Dcx1979. txt Dcx1980.txt Dcx1981.txt Dcx1982.txt Dcx1983.txt Dcx1984.txt Dcx1985.txt Dcx1986.txt Dcx1987.txt Dcx1988.txt Dcx1989.txt Dcx1990.txt Dcx1991.txt Dcx1992.txt Dcx1993.txt Dcx1994.txt Dcx1995.txt Dcx1996.txt Dcx1997.txt Dcx1998. txt Dcx1999.txt Dcx2000.txt Dcx2001.txt Dcx2002.txt Dcx2003.txt Dcx2004.txt Dcx2005.txt Dcx2006.txt Dcx2007.txt Dcx2008.txt Dcx2009.txt Hourly averages in mat format: Dcx.mat Daily and yearly averages in txt format: Dcx_daily.txt Dcx_yearly.txt 17-Station Dcx Yearly text files: Dcx2000.txt Dcx2001.txt Dcx2002.txt Dcx2003.txt Dcx2004.txt Dcx2005.txt Dcx2006.txt Dcx2007.txt Dcx2008.txt Dcx2009. txt Hourly averages in mat format: Dcx17.mat Daily and yearly averages in txt format: Dcx17_daily.txt Dcx17_yearly.txt Dxt Index 4-Station Dxt Yearly text files: Dxt1932.txt Dxt1933.txt Dxt1934.txt Dxt1935.txt Dxt1936.txt Dxt1937.txt Dxt1938.txt Dxt1939.txt Dxt1940.txt Dxt1941.txt Dxt1942.txt Dxt1943.txt Dxt1944.txt Dxt1945.txt Dxt1946.txt Dxt1947.txt Dxt1948.txt Dxt1949.txt Dxt1950.txt Dxt1951.txt Dxt1952.txt Dxt1953.txt Dxt1954.txt Dxt1955.txt Dxt1956.txt Dxt1957.txt Dxt1958.txt Dxt1959.txt Dxt1960.txt Dxt1961.txt Dxt1962.txt Dxt1963.txt Dxt1964.txt Dxt1965.txt Dxt1966.txt Dxt1967.txt Dxt1968.txt Dxt1969.txt Dxt1970.txt Dxt1971.txt Dxt1972.txt Dxt1973.txt Dxt1974.txt Dxt1975.txt Dxt1976.txt Dxt1977.txt Dxt1978.txt Dxt1979.txt Dxt1980.txt Dxt1981.txt Dxt1982.txt Dxt1983.txt Dxt1984.txt Dxt1985.txt Dxt1986.txt Dxt1987.txt Dxt1988.txt Dxt1989.txt Dxt1990.txt Dxt1991.txt Dxt1992.txt Dxt1993.txt Dxt1994.txt Dxt1995.txt Dxt1996.txt Dxt1997.txt Dxt1998.txt Dxt1999.txt Dxt2000.txt Dxt2001.txt Dxt2002.txt Dxt2003.txt Dxt2004.txt Dxt2005.txt Dxt2006.txt Dxt2007.txt Dxt2008.txt Dxt2009.txt Hourly averages in mat format: Dxt.mat Daily and yearly averages in txt format: Dxt_daily.txt Dxt_yearly.txt 17-Station Dxt Yearly text files: Dxt2000.txt Dxt2001.txt Dxt2002.txt Dxt2003.txt Dxt2004.txt Dxt2005.txt Dxt2006.txt Dxt2007.txt Dxt2008.txt Dxt2009.txt Hourly averages in mat format: Dxt17.mat (1 of 2) :48:05 Figure 1.6: Page providing ready-made annual files of Dxt and Dcx indices. The front page includes a link to Data providers page with a list of institutions and observatories providing data for the provisional and real-time indices. Clicking the name of the institution leads to the official web page of the respective data provider. Currently, these data providers are the following: Geomagnetic observatory Alma-Ata, Institute of the Ionosphere, Almaty, Republic of Kazakhstan: Alma-Ata (AAA) The USGS Geomagnetism Program, U.S: Stennis (BSL), Honolulu (HON), San Juan (SJG) and Tucson (TUC)
15 Dcx index server Chapter Dcx index 1: Webserver of improved local and global Dst indices 15 (Corrected Dst) Front page Index query Movies Stations Data providers Query for Provisional Index YYYY MM DD HH Initial date: Final date: Resolution: Data availability: Index: Dcx14 First available data: (00:00) Last available data: (08:00) Index: Dcx Dxt Type: 14-Station 4-Station Individual: Right click to Download: Prov.Dcx14h txt Plot of the index Figure 1.7: Index query for provisional indices. Maintained by T. Leikanger and A. Karinen Geomagnetism Project, Geoscience Australia: Canberra (CNB) and Gnangara (GNA) South African National Space Agency (SANSA), South Africa: Hermanus (HER) and Hartebeesthoek (HBK) Boğaziçi University, Kandilli Observatory and Earthquake Research Institute: Iznik (IZN) Centre de Recherche en Astronomie Astrophysique et Geophysique (CRAAG), Algeria: Tamanrasset (TAM) Institut de Physique du Globe de Paris (IPGP), France: Mbour (MBO), Pamatai (PPT), Tamanrasset (TAM) Lanzhou (LZH), 13:41:58 Chinese Earthquake Administration (CEA), China: Lanzhou (LZH) Institut de Recherche pour le Développement (IRD), France: Mbour (MBO)
16 Chapter 1: Web server of improved local and global Dst indices 16 Dcx index server Dcx index server (Corrected Dst) Front page Index query Movies Stations Data providers Query for Real-Time Index YYYY MM DD HH Initial date: Final date: Resolution: Index: Dcx Dxt Data availability: Index: Dcx Real-time First available data: (09:00) Last available data: (09:00) Right click to Download: RealTime.Dcxh txt Plot of the index Figure 1.8: Index query for real-time indices. Maintained by T. Leikanger and A. Karinen 13:44:32
17 Chapter 1: Web server of improved local and global Dst indices Figure 1.9: Movie presentation of the Dcx index during the storm on July,
18 References Cliver, E. W., Kamide, Y., Ling, A. G., and Yokoyama, N.: Semiannual variation of the geomagnetix Dst index: Evidence for a dominant nonstorm component, J. Geophys. Res., 106, , IGRF: International Geomagnetic Reference Field, the International Association of Geomagnetism and Aeronomy (IAGA), ( pubs_prods), INTERMAGNET network: INTERMAGNET, the global network of observatories monitoring the Earth s magnetic field, Karinen, A. and Mursula, K.: A new reconstruction of the dst index for , Ann. Geophysicae, 23, , Karinen, A. and Mursula, K.: Correcting the dst index: Consequences for absolute level and correlations, J. Geophys. Res., 111, A08 207, doi: /2005ja011299, Lui, A. T. Y., McEntire, R. W., and Krimigis, S. M.: Evolution of the ring current during two geomagnetic storms, J. Geophys. Res., 92, , Mursula, K. and Karinen, A.: Explaining and correcting the excessive semiannual variation in the dst index, Geophys. Res. Lett., 32, , doi: /2005gl023132, Soteria: Solar-Terrestrial Investigations and Archives, ( Sugiura, M.: Hourly values of equatorial Dst for the IGY, Ann. Int. Geophys. Year, 35, 9, Sugiura, M.: IAGA Resolution 2, in IAGA Bulletin 27, p. 123, Madrid, Spain,
19 References 19 Sugiura, M. and Kamei, T.: Equatorial Dst index , in IAGA Bulletin 40, edited by A. Berthelier and M. Menvielle, ISGI Publ. Office, Saint-Maur-des- Fossés, France, Svalgaard, L., Cliver, E. W., and Le Sager, P.: Ihv: a new long-term geomagnetic index, Advances in Space Research, 34, , doi: /j.asr , WDC-C1: The World Data Center for Geomagnetism (Kyoto), ( Kyoto, Japan, WDC-C3: The World Data Center for Geomagnetism (Edinburgh), ( Edinburgh, UK, 2011.
Keywords: Geomagnetic storms Dst index Space Weather Recovery phase.
MAGNETOSPHERE BEHAVIOUR DURING THE RECOVERY PHASE OF GEOMAGNETIC STORMS JESÚS AGUADO, CONSUELO CID, YOLANDA CERRATO, ELENA SAIZ Departamento de Física. Universidad de Alcalá, E-28871 Alcalá de Henares,
The new Easter Island magnetic observatory
The new Easter Island magnetic observatory Arnaud Chulliat 1, Xavier Lalanne 1, Luis R. Gaya-Piqué 2, François Truong 3, Jean Savary 3 1 Institut de Physique du Globe de Paris, 4 place Jussieu, 75005 Paris,
SPATIAL DISTRIBUTION OF NORTHERN HEMISPHERE WINTER TEMPERATURES OVER THE SOLAR CYCLE DURING THE LAST 130 YEARS
SPATIAL DISTRIBUTION OF NORTHERN HEMISPHERE WINTER TEMPERATURES OVER THE SOLAR CYCLE DURING THE LAST 130 YEARS Kalevi Mursula, Ville Maliniemi, Timo Asikainen ReSoLVE Centre of Excellence Department of
Unusual declining phase of solar cycle 23: Weak semi-annual variations of auroral hemispheric power and geomagnetic activity
Click Here for Full Article GEOPHYSICAL RESEARCH LETTERS, VOL. 36, L22102, doi:10.1029/2009gl040825, 2009 Unusual declining phase of solar cycle 23: Weak semi-annual variations of auroral hemispheric power
A study of long-term climatology of ionospheric irregularities by using GPS phase fluctuations at the Brazilian longitudes
Advances in Space Research xxx (2007) xxx xxx www.elsevier.com/locate/asr A study of long-term climatology of ionospheric irregularities by using GPS phase fluctuations at the Brazilian longitudes F.D.
DESCW: PC Software Supporting Remote Sensing Data
r bulletin 97 march 1999 DESCW: PC Software Supporting Remote Sensing Data S. D Elia Earth Remote Sensing Exploitation Division, ESA Directorate for Application Programmes, ESRIN, Frascati, Italy R. Biasutti
INTERNATIONAL SERVICE OF GEOMAGNETIC INDICES Monthly Bulletin February 2015- Page 1 of 9. International Service of Geomagnetic Indices
INTERNATIONAL SERVICE OF GEOMAGNETIC INDICES Monthly Bulletin February 2015- Page 1 of 9 International Service of Geomagnetic Indices Monthly Bulletin February 2015 This Bulletin is freely offered to interested
Establishing and Using the real-time Neutron Monitor Database (NMDB)
**FULL TITLE** ASP Conference Series, Vol. **VOLUME**, **YEAR OF PUBLICATION** **NAMES OF EDITORS** Establishing and Using the real-time Neutron Monitor Database (NMDB) H. Mavromichalaki, A. Papaioannou,
Recordings of Geomagnetically Induced Currents in the Finnish Natural Gas Pipeline -- Summary of an 11-year Period
Geophysica (2010), 46(1 2), 59 67 Recordings of Geomagnetically Induced Currents in the Finnish Natural Gas Pipeline -- Summary of an 11-year Period Ari Viljanen 1, Anja Koistinen 1, Kari Pajunpää 1, Risto
Online Solar Databases at NGDC RSTN Solar Radio Databases
Abstract for LWS (Living with a Star) Science Workshop Connecting our Dynamic Sun to the Heliosphere and Geospace, Boulder, Colorado March 23-26, 2004 Online Solar Databases at NGDC RSTN Solar Radio Databases
Near Real Time Blended Surface Winds
Near Real Time Blended Surface Winds I. Summary To enhance the spatial and temporal resolutions of surface wind, the remotely sensed retrievals are blended to the operational ECMWF wind analyses over the
D 2.2.3 EUOSME: European Open Source Metadata Editor (revised 2010-12-20)
Project start date: 01 May 2009 Acronym: EuroGEOSS Project title: EuroGEOSS, a European Theme: FP7-ENV-2008-1: Environment (including climate change) Theme title: ENV.2008.4.1.1.1: European Environment
Curriculum Vitae: Tuija Inkeri Pulkkinen Aalto University tel: +358-50-591 6013
Curriculum Vitae: Tuija Inkeri Pulkkinen Aalto University tel: +358-50-591 6013 POBox 17800, 00076 AALTO, Finland e-mail: [email protected] Updated May 16, 2015 Research interests Sun-Earth connection
Data Analysis Center for Geomagnetism and Space Magnetism, Graduate School of Science, Kyoto University
Data Analysis Center for Geomagnetism and Space Magnetism, Graduate School of Science, Kyoto University World Data Center for Geomagnetism, Kyoto Outline of Data Analysis Center for Geomagnetism and Space
MDS. Measured Data Server Online Measurement Network. Properties and Benefits »»» »»»» ProduCt information
ProduCt information MDS Measured Data Server Online Measurement Network Properties and Benefits Unlimited access to your data via Internet Measured data can be transferred online in minute intervals Economical
4-1-3 Space Weather Forecast Using Real-time Data
4-1-3 Space Weather Forecast Using Real-time Data In recent years, advances in telecommunications technology have made it possible to collect space-based and ground-based observation data needed for space
STATISTICAL SOFTWARE PACKAGE
STATISTICAL SOFTWARE PACKAGE Jeff Harris [email protected], Gary [email protected], Matt Fleming [email protected], Beth Faber Ph.D. [email protected],
Space Weather Prediction Research and Services for China Manned Space Mission
Space Weather Prediction Research and Services for China Manned Space Mission Siqing Liu National Space Science Center, CAS Center for Space Science and Applied Research, CAS Outline I. General information
Remote Sensing Department Iranian Space Agency Jeiran Amiraslani 6th June 2014
Role of E Learning in Knowledge Promotion and Capacity Building for Monitoring and Assessment of Natural Disasters: A case study for Drought Monitoring Remote Sensing Department Iranian Space Agency Jeiran
Reliable, Affordable Peace of Mind. Protect your Vehicle with Cloud GPS
Reliable, Affordable Peace of Mind Protect your Vehicle with Cloud GPS Benefits of Cloud GPS Peace of mind always know where your vehicle is and recover it quickly if it gets stolen. Parents Keep an eye
Online GPS processing services: an initial study
GPS Solut (2006) 10: 12 20 DOI 10.1007/s10291-005-0147-5 ORIGINAL ARTICLE Reza Ghoddousi-Fard Peter Dare Online GPS processing services: an initial study Received: 15 September 2004 Accepted: 3 May 2005
Where On Earth Will Three Different Satellites Provide Simultaneous Coverage?
Where On Earth Will Three Different Satellites Provide Simultaneous Coverage? In this exercise you will use STK/Coverage to model and analyze the quality and quantity of coverage provided by the Earth
Earth Browser Users Guide
Earth Browser Users Guide Earth Browser Users Guide Contents What is Earth Browser?... 3 Getting Started... 3 System Requirements... 3 Downloading... 3 Browsing the Earth... 4 Your Tools... 4 Hand Tool...4
MobileMapper 6 White Paper
MobileMapper 6 White Paper Meter-Level Mapping Accuracy With Post-Processing Introduction Since its introduction in February 2008, the Magellan MobileMapper 6 has been welcomed by the market as the only
Index-Velocity Rating Development for Rapidly Changing Flows in an Irrigation Canal Using Broadband StreamPro ADCP and ChannelMaster H-ADCP
Index-Velocity Rating Development for Rapidly Changing Flows in an Irrigation Canal Using Broadband StreamPro ADCP and ChannelMaster H-ADCP HENING HUANG, RD Instruments, 9855 Businesspark Avenue, San Diego,
Geomagnetic Activity at the Sodankylä Observatory, 1914 2010
Geophysica (2011), 47(1 2), 31 42 Geomagnetic Activity at the Sodankylä Observatory, 1914 2010 Heikki Nevanlinna 1, Lasse Häkkinen 1, and Tero Raita 2 1 Finnish Meteorological Institute, P.O. Box 503,
Solar Wind Control of Density and Temperature in the Near-Earth Plasma Sheet: WIND-GEOTAIL Collaboration. Abstract
1 Geophys. Res. Letters, 24, 935-938, 1997. Solar Wind Control of Density and Temperature in the Near-Earth Plasma Sheet: WIND-GEOTAIL Collaboration T. Terasawa 1, M. Fujimoto 2, T. Mukai 3, I. Shinohara
Years after 2000. US Student to Teacher Ratio 0 16.048 1 15.893 2 15.900 3 15.900 4 15.800 5 15.657 6 15.540
To complete this technology assignment, you should already have created a scatter plot for your data on your calculator and/or in Excel. You could do this with any two columns of data, but for demonstration
Latin American and Caribbean Flood and Drought Monitor Tutorial Last Updated: November 2014
Latin American and Caribbean Flood and Drought Monitor Tutorial Last Updated: November 2014 Introduction: This tutorial examines the main features of the Latin American and Caribbean Flood and Drought
GNSS and Heighting, Practical Considerations. A Parker National Geo-spatial Information Department of Rural Development and Land Reform
GNSS and Heighting, Practical Considerations A Parker National Geo-spatial Information Department of Rural Development and Land Reform GNSS Global Navigation Satellite Systems (GNSS) Global Positioning
Solar Forcing of Electron and Ion Auroral Inputs
Solar Forcing of Electron and Ion Auroral Inputs Barbara A. Emery (NCAR), Ian G. Richardson (GSFC), David S. Evans (NOAA), Frederick J. Rich (LL/MIT), Gordon Wilson (AFRL), Sarah Gibson (NCAR), Giuliana
White Paper. PlanetDEM 30. PlanetObserver 25/11/2014 - Update
White Paper PlanetDEM 30 PlanetObserver 25/11/2014 - Update PlanetObserver France www.planetobserver.com [email protected] Tel. +33 4 73 44 19 00 1. Introduction PlanetObserver presents PlanetDEM
Continuous, remote monitoring and logging of electromagnetic fields
MULTI-BAND EMF AREA MONITOR AMB-8057-03/G Continuous, remote monitoring and logging of electromagnetic fields Discrimination of GSM and UMTS contributions to total EMF values Electric field monitoring
1 0 0 1 e s p i o n s.com. V680 GPS Watch User s Manual
1 V680 GPS Watch User s Manual 2 Table of Contents Chapter I Preface..4 I.General...4 II.Notices..4 Chapter II about the Device.5 1. Appearance..5 2. Product Features.5 3. Product Specification.6 (1).Technical
2-2-6 Effects of Geomagnetically Induced Current on Power Grids
2-2-6 Effects of Geomagnetically Induced Current on Power Grids WATARI Shinichi, KUNITAKE Manabu, KITAMURA Kentarou, HORI Tomoaki, KIKUCHI Takashi, SHIOKAWA Kazuo, NISHITANI Nozomu, KATAOKA Ryuho, KAMIDE
Using Network Manager to Collect and Graph Data from Network Devices
Using Network Manager to Collect and Graph Data from Network Devices Dell OpenManage Network Manager By Victor Teeter Test Engineer, Sr. Analyst PowerConnect Engineering PowerConnect August 29, 2003 Contents
7 Time series analysis
7 Time series analysis In Chapters 16, 17, 33 36 in Zuur, Ieno and Smith (2007), various time series techniques are discussed. Applying these methods in Brodgar is straightforward, and most choices are
Information Server Documentation SIMATIC. Information Server V8.0 Update 1 Information Server Documentation. Introduction 1. Web application basics 2
Introduction 1 Web application basics 2 SIMATIC Information Server V8.0 Update 1 System Manual Office add-ins basics 3 Time specifications 4 Report templates 5 Working with the Web application 6 Working
Ionospheric Research with the LOFAR Telescope
Ionospheric Research with the LOFAR Telescope Leszek P. Błaszkiewicz Faculty of Mathematics and Computer Science, UWM Olsztyn LOFAR - The LOw Frequency ARray The LOFAR interferometer consist of a large
Space Weather Research and Forecasting in CRL, Japan
Space Weather Research and Forecasting in CRL, Japan Maki Akioka Hiraiso Solar Observatory Communications Research Laboratory Contact [email protected] 1 Contents of Presentation 1.Space Weather Observation
MestRe-C User Guide Megan Bragg 04/14/05
MestRe-C User Guide Megan Bragg 04/14/05 Some general useful features: 1. You can add Text, Titles, Temperatures, or peak labels (in any font/size/color) to the spectrum. 2. MestRe-C allows you to save
Activities of the Japanese Space Weather Forecast Center at Communications Research Laboratory
J. RADIAT. RES., 43: SUPPL., S53 S57 (2002) Activities of the Japanese Space Weather Forecast Center at Communications Research Laboratory SHINICHI WATARI 1 * and FUMIHIKO TOMITA 1 Space weather / ISES/SEP
Activity 10 - Universal Time
Activity 10 - Universal Time Teacher s Guide Scientists use the Universal Time reference to talk about data that is taken around the globe. Universal Time is the time kept in the time zone centered on
This document is intended as a quick reference guide for processing meteor data using UFO Analyzer.
2013 UKMON TABLE OF CONTENTS INTRODUCTION...3 INSTALLING UFO ANALYSER...3 CREATING A PROFILE...4 Add source directory (see Annex A):...4 Set location and ID information...5 Define the camera setup...5
Linking Sensor Web Enablement and Web Processing Technology for Health-Environment Studies
Linking Sensor Web Enablement and Web Processing Technology for Health-Environment Studies Simon Jirka 1, Stefan Wiemann 2, Johannes Brauner 2, and Eike Hinderk Jürrens 1 1 52 North Initiative for Geospatial
Time Calibrator. 2013 Fountain Computer Products
Time Calibrator Time Calibrator All rights reserved. No parts of this work may be reproduced in any form or by any means - graphic, electronic, or mechanical, including photocopying, recording, taping,
GelAnalyzer 2010 User s manual. Contents
GelAnalyzer 2010 User s manual Contents 1. Starting GelAnalyzer... 2 2. The main window... 2 3. Create a new analysis... 2 4. The image window... 3 5. Lanes... 3 5.1 Detect lanes automatically... 3 5.2
DALHOUSIE NOTES ON PAYROLL EXPENSE DETAIL IN FINANCE SELF SERVICE. QUICK REFERENCE As of September 1, 2015
DALHOUSIE NOTES ON PAYROLL EXPENSE DETAIL IN FINANCE SELF SERVICE QUICK REFERENCE As of September 1, 2015 Quick reference document outlining the basic steps to access the payroll expense detail results
Promotional Forecast Demonstration
Exhibit 2: Promotional Forecast Demonstration Consider the problem of forecasting for a proposed promotion that will start in December 1997 and continues beyond the forecast horizon. Assume that the promotion
FTP File Transfer Protocol as It Relates to ACBL Unit 547 by Bob Gruber
FTP Background Information FTP File Transfer Protocol as It Relates to ACBL Unit 547 by Bob Gruber File Transfer Protocol (FTP) programs are used to transfer files between computers. From a terminal or
Report of the NMDB Košice meeting. R. Bütikofer C. T. Steigies
NMDB: Real-Time database for high resolution Neutron Monitor measurements Grant Agreement Number 213007 Combination of Collaborative Project and Coordination and Support Action Report of the NMDB Košice
STRUCTURAL STEELS. Steel Grades S185 S235JR S235JRG2 S235JO S235J2G3 S235J2G4 S275JR S275JO S275J2G3 S275J2G4 S355JR S355JO S355J2G3 S355J2G4
STRUCTURAL STEELS Steel Grades S185 S235JR S235JRG2 S235JO S235J2G3 S235J2G4 S275JR S275JO S275J2G3 S275J2G4 S355JR S355JO S355J2G3 S355J2G4 S355K2G3 S355K2G4 E295 E335 E360 STRUCTURAL STEELS The unalloyed
Turbo Lister Listing Activity Quick Start Guide
Turbo Lister Listing Activity Quick Start Guide ebay Inc. Date: April, 2007 Version: 1.1 2 ebay File Exchange Catalog Listing Template Instructions Document History Version Date 1.0 January, 2007 1.1 April,
Network of European Research Infrastructures for Earthquake Risk Assessment and Mitigation. Report
Network of European Research Infrastructures for Earthquake Risk Assessment and Mitigation Report Automatic data QC and distribution statistics for data providers Activity: Activity number: Expanding access
BANKSCOPE. Internet QuickGuide
BANKSCOPE Internet QuickGuide Copyright 2001 Bureau van Dijk Electronic Publishing (www.bvdep.com) Last updated October 2001 Table of Contents 1.0 BANKSCOPE Introduction 3 1.1 System Requirements 3 1.2
Assets, Groups & Networks
Complete. Simple. Affordable Copyright 2014 AlienVault. All rights reserved. AlienVault, AlienVault Unified Security Management, AlienVault USM, AlienVault Open Threat Exchange, AlienVault OTX, Open Threat
Studying Topography, Orographic Rainfall, and Ecosystems (STORE)
Studying Topography, Orographic Rainfall, and Ecosystems (STORE) Introduction Basic Lesson 2: Using ArcGIS Explorer to Analyze the Connection between Topography and Rainfall This lesson introduces Geographical
A slow mode wave as a possible source of Pi 2 and associated particle precipitation: a case study
Ann. Geophysicae 17, 674±681 (1999) Ó EGS ± Springer-Verlag 1999 A slow mode wave as a possible source of Pi 2 and associated particle precipitation: a case study O. Saka 1; 2, O. Watanabe 2, K. Okada
1 Example of Time Series Analysis by SSA 1
1 Example of Time Series Analysis by SSA 1 Let us illustrate the 'Caterpillar'-SSA technique [1] by the example of time series analysis. Consider the time series FORT (monthly volumes of fortied wine sales
On the CyberShARE site you will find this interpolated version (labeled SRTMv4_90m)
SRTM Data on Cyber-ShARE The Shuttle Radar Topography Mission (SRTM) data collected by NASA represents the most up-to-date, globally collected topography data set of the Earth. It makes up the first globally
Remote Calibration of a GPS Timing Receiver to UTC(NIST) via the Internet*
Remote Calibration of a GPS Timing Receiver to UTC(NIST) via the Internet* Michael A. Lombardi and Andrew N. Novick National Institute of Standards and Technology Boulder, Colorado [email protected]
Implementing a Web-based Transportation Data Management System
Presentation for the ITE District 6 Annual Meeting, June 2006, Honolulu 1 Implementing a Web-based Transportation Data Management System Tim Welch 1, Kristin Tufte 2, Ransford S. McCourt 3, Robert L. Bertini
Creating Captions in YouTube
Creating Captions in YouTube You can add your own captions to your videos. First, you will need a Google account where you can upload your videos to YouTube. You do not have to leave your videos there
Water Monitoring System Website User Guide www.fldep-stevens.com
Florida Department of Environmental Protection Division of State Lands Bureau of Survey and Mapping Water Monitoring System Website User Guide www.fldep-stevens.com Provided by Stevens Water Monitoring
VOLATILITY AND DEVIATION OF DISTRIBUTED SOLAR
VOLATILITY AND DEVIATION OF DISTRIBUTED SOLAR Andrew Goldstein Yale University 68 High Street New Haven, CT 06511 [email protected] Alexander Thornton Shawn Kerrigan Locus Energy 657 Mission St.
Asynchronous Data Mining Tools at the GES-DISC
Asynchronous Data Mining Tools at the GES-DISC Long B. Pham, Stephen W. Berrick, Christopher S. Lynnes and Eunice K. Eng NASA Goddard Space Flight Center Distributed Active Archive Center Introduction
Texas Develops Online Geospatial Data Repository to Support Emergency Management
Bing Maps for Enterprise Microsoft Customer Solution Case Study Texas Develops Online Geospatial Data Repository to Support Emergency Management Overview Country or Region: United States Industry: Government
Table Of Contents. System Monitoring... 14 System Monitoring Display...14 Monitoring Zones...15 About Areas (partitions)...15 Area Status Display...
Quick Start Table Of Contents Getting Started... 2 NEware Editions...2 Installing NEware...3 Installing Languages...3 Connecting to NEware...3 Changing Your IP100 Password...4 User Codes... 5 Master Feature...5
NAS 225 Introduction to FTP Explorer
NAS 225 Introduction to FTP Explorer Connect to FTP sites and transfer files A S U S T O R C O L L E G E COURSE OBJECTIVES Upon completion of this course you should be able to: 1. Use FTP Explorer to connect
ALMA Overview. Leonardo Testi (European Southern Observatory)
ALMA Overview Leonardo Testi (European Southern Observatory) The ALMA Project Status Timeline towards Early and Full Science Operations Future Developments Atacama Large Millimeter Array At least 50x12m
User Perspectives on Project Feasibility Data
User Perspectives on Project Feasibility Data Marcel Šúri Tomáš Cebecauer GeoModel Solar s.r.o., Bratislava, Slovakia [email protected] http://geomodelsolar.eu http://solargis.info Solar Resources
Sandia National Laboratories New Mexico Wind Resource Assessment Lee Ranch
Sandia National Laboratories New Mexico Wind Resource Assessment Lee Ranch Data Summary and Transmittal for September December 2002 & Annual Analysis for January December 2002 Prepared for: Sandia National
Introduction to Exploratory Data Analysis
Introduction to Exploratory Data Analysis A SpaceStat Software Tutorial Copyright 2013, BioMedware, Inc. (www.biomedware.com). All rights reserved. SpaceStat and BioMedware are trademarks of BioMedware,
Process Miner (PM) Introduction. Search cross-lot data by product code, order numbers, and data parameters
Process Miner (PM) Export data for statistical analysis Search cross-lot data by product code, order numbers, and data parameters Compare discrete and continuous data across orders regardless of recipe
Demand Forecasting When a product is produced for a market, the demand occurs in the future. The production planning cannot be accomplished unless
Demand Forecasting When a product is produced for a market, the demand occurs in the future. The production planning cannot be accomplished unless the volume of the demand known. The success of the business
User Tutorial on Changing Frame Size, Window Size, and Screen Resolution for The Original Version of The Cancer-Rates.Info/NJ Application
User Tutorial on Changing Frame Size, Window Size, and Screen Resolution for The Original Version of The Cancer-Rates.Info/NJ Application Introduction The original version of Cancer-Rates.Info/NJ, like
ELECTRON SPIN RESONANCE Last Revised: July 2007
QUESTION TO BE INVESTIGATED ELECTRON SPIN RESONANCE Last Revised: July 2007 How can we measure the Landé g factor for the free electron in DPPH as predicted by quantum mechanics? INTRODUCTION Electron
Space Weather: An Introduction C. L. Waters. Centre for Space Physics University of Newcastle, Australia
Space Weather: An Introduction C. L. Waters Centre for Space Physics University of Newcastle, Australia 1 Outline Space weather: Conditions on the Sun and in the solar wind, magnetosphere, ionosphere and
GeoGebra. 10 lessons. Gerrit Stols
GeoGebra in 10 lessons Gerrit Stols Acknowledgements GeoGebra is dynamic mathematics open source (free) software for learning and teaching mathematics in schools. It was developed by Markus Hohenwarter
Trimble CFX-750 Display with the Yield Monitoring System
Trimble CFX-750 Display with the Yield Monitoring System Quick Reference Card This Quick Reference Card is intened to help you with the basic operation and calibration of the Trimble CFX-750 display with
ADVANCES IN AUTOMATIC OPTICAL INSPECTION: GRAY SCALE CORRELATION vs. VECTORAL IMAGING
ADVANCES IN AUTOMATIC OPTICAL INSPECTION: GRAY SCALE CORRELATION vs. VECTORAL IMAGING Vectoral Imaging, SPC & Closed Loop Communication: The Zero Defect SMD Assembly Line Mark J. Norris Vision Inspection
The NOAA National Climatic Data Center Data availability, WDC-A, and GCOS data sets
NEESPI Regional Science Team Meeting, Helsinki, Finland 2-6 June 2008 The NOAA National Climatic Data Center Data availability, WDC-A, and GCOS data sets Dr. Karsten A. Shein Data Quality Administrator
