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Article: Estimating High Spatio-Temporal Resolution Rainfall from MSG1 and GPM IMERG Based on Machine Learning: Case Study of Iran

Turini, Nazli / Thies, Boris / Bendix, Joerg

Remote Sensing. 2019 Oct. 03, v. 11, no. 19

2019

Abstract: A new satellite-based technique for rainfall retrieval in high spatio-temporal resolution (3 km, 15 min) for Iran is presented. The algorithm is based on the infrared bands of the Meteosat Second Generation Spinning Enhanced Visible and Infrared Imager ( ... ...

Abstract	A new satellite-based technique for rainfall retrieval in high spatio-temporal resolution (3 km, 15 min) for Iran is presented. The algorithm is based on the infrared bands of the Meteosat Second Generation Spinning Enhanced Visible and Infrared Imager (MSG SEVIRI). Random forest models using microwave-only rainfall information of the Integrated Multi-SatEllite Retrieval for the Global Precipitation Measurement (GPM) (IMERG) product as a reference were developed to (i) delineate the rainfall area and (ii) to assign the rainfall rate. The method was validated against independent microwave-only GPM IMERG rainfall data not used for model training. Additionally, the new technique was validated against completely independent gauge station data. The validation results show a promising performance of the new rainfall retrieval technique, especially when compared to the GPM IMERG IR-only rainfall product. The standard verification scored an average Heidke Skill Score of 0.4 for rain area delineation and an average R between 0.1 and 0.7 for rainfall rate assignment, indicating uncertainties for the Lut Desert area and regions with high altitude gradients.
Keywords	algorithms ; altitude ; artificial intelligence ; case studies ; deserts ; meteorological data ; models ; rain ; remote sensing ; satellites ; uncertainty ; Iran
Language	English
Dates of publication	2019-1003
Publishing place	Multidisciplinary Digital Publishing Institute
Document type	Article
ZDB-ID	2513863-7
ISSN	2072-4292
ISSN	2072-4292
DOI	10.3390/rs11192307
Database	NAL-Catalogue (AGRICOLA)

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Article ; Online: Luminosity-independent measurement of the proton-proton total cross section at √s=8 TeV.

Antchev, G / Aspell, P / Atanassov, I / Avati, V / Baechler, J / Berardi, V / Berretti, M / Bossini, E / Bottigli, U / Bozzo, M / Brücken, E / Buzzo, A / Cafagna, F S / Calicchio, M / Catanesi, M G / Covault, C / Csanád, M / Csörgő, T / Deile, M /

Doubek, M / Eggert, K / Eremin, V / Ferretti, R / Ferro, F / Fiergolski, A / Garcia, F / Giani, S / Greco, V / Grzanka, L / Heino, J / Hilden, T / Intonti, R A / Kašpar, J / Kopal, J / Kundrát, V / Kurvinen, K / Lami, S / Latino, G / Lauhakangas, R / Leszko, T / Lippmaa, E / Lokajíček, M / Lo Vetere, M / Lucas Rodríguez, F / Macrí, M / Mäki, T / Mercadante, A / Minafra, N / Minutoli, S / Nemes, F / Niewiadomski, H / Oliveri, E / Oljemark, F / Orava, R / Oriunno, M / Österberg, K / Palazzi, P / Procházka, J / Quinto, M / Radermacher, E / Radicioni, E / Ravotti, F / Robutti, E / Ropelewski, L / Ruggiero, G / Saarikko, H / Santroni, A / Scribano, A / Smajek, J / Snoeys, W / Sziklai, J / Taylor, C / Turini, N / Vacek, V / Vítek, M / Welti, J / Whitmore, J / Wyszkowski, P

Physical review letters

2013 Volume 111, Issue 1, Page(s) 12001

Abstract: The TOTEM collaboration has measured the proton-proton total cross section at √s=8 TeV using a luminosity-independent method. In LHC fills with dedicated beam optics, the Roman pots have been inserted very close to the beam allowing the detection of ~90% ...

Abstract	The TOTEM collaboration has measured the proton-proton total cross section at √s=8 TeV using a luminosity-independent method. In LHC fills with dedicated beam optics, the Roman pots have been inserted very close to the beam allowing the detection of ~90% of the nuclear elastic scattering events. Simultaneously the inelastic scattering rate has been measured by the T1 and T2 telescopes. By applying the optical theorem, the total proton-proton cross section of (101.7±2.9) mb has been determined, well in agreement with the extrapolation from lower energies. This method also allows one to derive the luminosity-independent elastic and inelastic cross sections: σ(el)=(27.1±1.4) mb; σ(inel)=(74.7±1.7) mb.
Language	English
Publishing date	2013-07-05
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.111.012001
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Double diffractive cross-section measurement in the forward region at the LHC.

Antchev, G / Aspell, P / Atanassov, I / Avati, V / Baechler, J / Berardi, V / Berretti, M / Bossini, E / Bottigli, U / Bozzo, M / Brücken, E / Buzzo, A / Cafagna, F S / Catanesi, M G / Covault, C / Csanád, M / Csörgő, T / Deile, M / Eggert, K /

Eremin, V / Ferro, F / Fiergolski, A / Garcia, F / Giani, S / Greco, V / Grzanka, L / Heino, J / Hilden, T / Karev, A / Kašpar, J / Kopal, J / Kundrát, V / Kurvinen, K / Lami, S / Latino, G / Lauhakangas, R / Leszko, T / Lippmaa, E / Lippmaa, J / Lokajíček, M / Losurdo, L / Lo Vetere, M / Lucas Rodríguez, F / Macrí, M / Mäki, T / Mercadante, A / Minafra, N / Minutoli, S / Nemes, F / Niewiadomski, H / Oliveri, E / Oljemark, F / Orava, R / Oriunno, M / Österberg, K / Palazzi, P / Procházka, J / Quinto, M / Radermacher, E / Radicioni, E / Ravotti, F / Robutti, E / Ropelewski, L / Ruggiero, G / Saarikko, H / Scribano, A / Smajek, J / Snoeys, W / Sziklai, J / Taylor, C / Turini, N / Vacek, V / Vítek, M / Welti, J / Whitmore, J / Wyszkowski, P

Physical review letters

2013 Volume 111, Issue 26, Page(s) 262001

Abstract: The first double diffractive cross-section measurement in the very forward region has been carried out by the TOTEM experiment at the LHC with a center-of-mass energy of sqrt[s]=7 TeV. By utilizing the very forward TOTEM tracking detectors T1 and T2, ... ...

Abstract	The first double diffractive cross-section measurement in the very forward region has been carried out by the TOTEM experiment at the LHC with a center-of-mass energy of sqrt[s]=7 TeV. By utilizing the very forward TOTEM tracking detectors T1 and T2, which extend up to \|η\|=6.5, a clean sample of double diffractive pp events was extracted. From these events, we determined the cross section σDD=(116±25) μb for events where both diffractive systems have 4.7<\|η\|min<6.5.
Language	English
Publishing date	2013-12-27
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.111.262001
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Book ; Online: Beam Test Results for New Full-scale GEM Prototypes for a Future Upgrade of the CMS High-eta Muon System

Abbaneo, D. / Abbrescia, M. / Armagnaud, C. / Aspell, P. / Assran, Y. / Ban, Y. / Bally, S. / Benussi, L. / Berzano, U. / Bianco, S. / Bos, J. / Bunkowski, K. / Cai, J. / Chatelain, J. P. / Christiansen, J. / Colafranceschi, S. / Colaleo, A. / Garcia, A. Conde / David, E. /

de Robertis, G. / De Oliveira, R. / Pinto, S. Duarte / Ferry, S. / Formenti, F. / Franconi, L. / Fruboes, T. / Gutierrez, A. / Hohlmann, M. / Kamel, A. E. / Karchin, P. E. / Loddo, F. / Magazzu, G. / Maggi, M. / Marchioro, A. / Marinov, A. / Mehta, K. / Merlin, J. / Mohapatra, A. / Moulik, T. / Nemallapudi, M. V. / Nuzzo, S. / Oliveri, E. / Piccolo, D. / Postema, H. / Radi, A. / Raffone, G. / Rodrigues, A. / Ropelewski, L. / Saviano, G. / Sharma, A. / Staib, M. J. / Teng, H. / Tytgat, M. / Tupputi, S. A. / Turini, N. / Smilkjovic, N. / Villa, M. / Zaganidis, N. / Zientek, M.

2012

Abstract: The CMS GEM collaboration is considering Gas Electron Multipliers (GEMs) for upgrading the CMS forward muon system in the 1.5<|eta|<2.4 endcap region. GEM detectors can provide precision tracking and fast trigger information. They would improve the CMS ... ...

Abstract	The CMS GEM collaboration is considering Gas Electron Multipliers (GEMs) for upgrading the CMS forward muon system in the 1.5<\|eta\|<2.4 endcap region. GEM detectors can provide precision tracking and fast trigger information. They would improve the CMS muon trigger and muon momentum resolution and provide missing redundancy in the high-eta region. Employing a new faster construction and assembly technique, we built four full-scale Triple-GEM muon detectors for the inner ring of the first muon endcap station. We plan to install these or further improved versions in CMS during the first long LHC shutdown in 2013/14 for continued testing. These detectors are designed for the stringent rate and resolution requirements in the increasingly hostile environments expected at CMS after the second long LHC shutdown in 2018/19. The new prototypes were studied in muon/pion beams at the CERN SPS. We discuss our experience with constructing the new full-scale production prototypes and present preliminary performance results from the beam test. We also tested smaller Triple-GEM prototypes with zigzag readout strips with 2 mm pitch in these beams and measured a spatial resolution of 73 microns. This readout offers a potential reduction of channel count and consequently electronics cost for this system while maintaining high spatial resolution. Comment: 5 pages, 9 figures, submitted to Proc. 2012 IEEE Nucl. Sci. Symposium, Anaheim, CA
Keywords	Physics - Instrumentation and Detectors
Subject code	621
Publishing date	2012-11-16
Publishing country	us
Document type	Book ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Book ; Online: Test beam results of the GE1/1 prototype for a future upgrade of the CMS high-$\eta$ muon system

Abbaneo, D. / Abbrescia, M. / Armagnaud, C. / Aspell, P. / Bagliesi, M. G. / Ban, Y. / Bally, S. / Benussi, L. / Berzano, U. / Bianco, S. / Bos, J. / Bunkowski, K. / Cai, J. / Cecchi, R. / Chatelain, J. P. / Christiansen, J. / Colafranceschi, S. / Colaleo, A. / Garcia, A. Conde /

David, E. / de Robertis, G. / De Oliveira, R. / Pinto, S. Duarte / Ferry, S. / Formenti, F. / Franconi, L. / Gnanvo, K. / Gutierrez, A. / Hohlmann, M. / Karchin, P. E. / Loddo, F. / Magazzú, G. / Maggi, M. / Marchioro, A. / Marinov, A. / Mehta, K. / Merlin, J. / Mohapatra, A. / Moulik, T. / Nemallapudi, M. V. / Nuzzo, S. / Oliveri, E. / Piccolo, D. / Postema, H. / Raffone, G. / Rodrigues, A. / Ropelewski, L. / Saviano, G. / Sharma, A. / Staib, M. J. / Teng, H. / Tytgat, M. / Tupputi, S. A. / Turini, N. / Smilkjovic, N. / Villa, M. / Zaganidis, N. / Zientek, M.

2011

Abstract: Gas Electron Multipliers (GEM) are an interesting technology under consideration for the future upgrade of the forward region of the CMS muon system, specifically in the $1.6<| \eta |<2.4$ endcap region. With a sufficiently fine segmentation GEMs can ... ...

Abstract	Gas Electron Multipliers (GEM) are an interesting technology under consideration for the future upgrade of the forward region of the CMS muon system, specifically in the $1.6<\| \eta \|<2.4$ endcap region. With a sufficiently fine segmentation GEMs can provide precision tracking as well as fast trigger information. The main objective is to contribute to the improvement of the CMS muon trigger. The construction of large-area GEM detectors is challenging both from the technological and production aspects. In view of the CMS upgrade we have designed and built the largest full-size Triple-GEM muon detector, which is able to meet the stringent requirements given the hostile environment at the high-luminosity LHC. Measurements were performed during several test beam campaigns at the CERN SPS in 2010 and 2011. The main issues under study are efficiency, spatial resolution and timing performance with different inter-electrode gap configurations and gas mixtures. In this paper results of the performance of the prototypes at the beam tests will be discussed.
Keywords	Physics - Instrumentation and Detectors ; High Energy Physics - Experiment
Subject code	621
Publishing date	2011-11-21
Publishing country	us
Document type	Book ; Online
Database	BASE - Bielefeld Academic Search Engine (life sciences selection)

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Article ; Online: Measurement of the decay amplitudes of B0 --> J/psiK*0 and B(s)(0) --> J/psistraight phi decays

Terashi / Tether / Theriot / Thurman-Keup / Tipton / Tkaczyk / Tollefson / Tollestrup / Toyoda / Trischuk / de Troconiz JF / Tseng / Turini / Ukegawa / Vaiciulis / Valls / Vejcik / Velev / Vidal /

Vilar / Volobouev / Vucinic / Wagner / Wahl / Wallace

Physical review letters

2000 Volume 85, Issue 22, Page(s) 4668–4673

Abstract: An angular analysis of B0-->J/psiK(*0) and B(0)(s)-->J/psistraight phi has been used to determine the decay amplitudes with parity-even longitudinal ( A0) and transverse ( A( parallel)) polarization and parity-odd transverse ( A( perpendicular)) ... ...

Abstract	An angular analysis of B0-->J/psiK(*0) and B(0)(s)-->J/psistraight phi has been used to determine the decay amplitudes with parity-even longitudinal ( A0) and transverse ( A( parallel)) polarization and parity-odd transverse ( A( perpendicular)) polarization. The measurements are based on 190 B0 and 40 B(0)(s) candidates obtained from 89 pb(-1) of &pmacr;p collisions at the Fermilab Tevatron. The longitudinal decay amplitude dominates with \|A0\|(2) = 0.59+/-0. 06+/-0.01 for B0 and \|A0\|(2) = 0.61+/-0.14+/-0.02 for B(0)(s) decays. The parity-odd amplitude is found to be small with \|A( perpendicular)\|(2) = 0.13(+0.12)(-0.09)+/-0.06 for B0 and \|A( perpendicular)\|(2) = 0.23+/-0.19+/-0.04 for B(0)(s) decays.
Language	English
Publishing date	2000-11-27
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.85.4668
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Dijet production by double pomeron exchange at the fermilab tevatron

Tether / Theriot / Thurman-Keup / Tipton / Tkaczyk / Tollefson / Tollestrup / Toyoda / Trischuk / de Troconiz JF / Tseng / Turini / Ukegawa / Vaiciulis / Valls / Vejcik / Velev / Vidal / Vilar /

Volobouev / Vucinic / Wagner / Wahl / Wallace / Walsh

Physical review letters

2000 Volume 85, Issue 20, Page(s) 4215–4220

Abstract: We report the first observation of dijet events with a double Pomeron exchange topology produced in &pmacr;p collisions at sqrt[s] = 1800 GeV. The events are characterized by a leading antiproton, two jets in the central pseudorapidity region, and a ... ...

Abstract	We report the first observation of dijet events with a double Pomeron exchange topology produced in &pmacr;p collisions at sqrt[s] = 1800 GeV. The events are characterized by a leading antiproton, two jets in the central pseudorapidity region, and a large rapidity gap on the outgoing proton side. We present results on jet kinematics and production rates, compare them with corresponding results from single diffractive and inclusive dijet production, and test factorization.
Language	English
Publishing date	2000-11-13
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.85.4215
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Measurement of b-quark fragmentation fractions in p&pmacr; collisions at sqrt

Turini / Ukegawa / Valls / Vejcik / Velev / Vidal / Vilar / Vologouev / Vucinic / Wagner / Wahl / Wallace / Walsh / Wang / Watanabe / Watts / Webb / Wenzel / Wester /

Wicklund / Williams / Wilson

Physical review letters

2000 Volume 84, Issue 8, Page(s) 1663–1668

Abstract: We have studied the production of B hadrons in 1.8-TeV p&pmacr; collisions. We present measurements of the fragmentation fractions, f(u), f(d), f(s), and f(baryon), of produced b quarks that yield B+, B0, B(0)(s), and Lambda;(0)(b) hadrons. ... ...

Abstract	We have studied the production of B hadrons in 1.8-TeV p&pmacr; collisions. We present measurements of the fragmentation fractions, f(u), f(d), f(s), and f(baryon), of produced b quarks that yield B+, B0, B(0)(s), and Lambda;(0)(b) hadrons. Reconstruction of five electron-charm final states yields f(s)/( f(u)+f(d)) = 0.213+/-0.068 and f(baryon)/( f(u)+f(d)) = 0.118+/-0.042, assuming f(u) = f(d). If all B hadrons produced in p&pmacr; collisions cascade to one of these four hadrons, we determine f(u) = f(d) = 0.375+/-0.023, f(s) = 0.160+/-0.044, and f(baryon) = 0.090+/-0.029. If we do not assume f(u) = f(d), we find f(d)/f(u) = 0.84+/-0.16.
Language	English
Publishing date	2000-02-21
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.84.1663
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Direct measurement of the W boson width in p&pmacr; collisions at radicals = 1.8 TeV

Theriot / Thurman-Keup / Tipton / Tkaczyk / Tollefson / Tollestrup / Toyoda / Trischuk / de Troconiz JF / Tseng / Turini / Ukegawa / Vaiciulis / Valls / Vejcik / Velev / Vidal / Vilar / Volobouev /

Vucinic / Wagner / Wahl / Wallace / Walsh / Wang

Physical review letters

2000 Volume 85, Issue 16, Page(s) 3347–3352

Abstract: This Letter describes a direct measurement of the W boson total decay width, gamma(W), using the Collider Detector at Fermilab. The measurement uses an integrated luminosity of 90 pb(-1), collected during the 1994-1995 run of the Fermilab Tevatron p& ... ...

Abstract	This Letter describes a direct measurement of the W boson total decay width, gamma(W), using the Collider Detector at Fermilab. The measurement uses an integrated luminosity of 90 pb(-1), collected during the 1994-1995 run of the Fermilab Tevatron p&pmacr; collider. The width is determined by normalizing predicted signal and background distributions to 49 844 W-->enu candidates and 21 806 W-->μnu candidates in the transverse-mass region M(T)<200 GeV and then fitting the predicted shape to the 438 electron events and 196 muon events in the high- M(T) region, 100<M(T)<200 GeV. The result is gamma(W) = 2.04+/-0.11(stat)+/-0.09(syst) GeV.<br />
Language	English
Publishing date	2000-10-16
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.85.3347
Database	MEDical Literature Analysis and Retrieval System OnLINE

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Article ; Online: Search for a fourth-generation quark more massive than the Z0 boson in p&pmacr; collisions at radicals = 1.8 TeV

Trischuk / de Troconiz JF / Truitt / Tseng / Turini / Ukegawa / Valls / Vejcik / Velev / Vidal / Vilar / Vologouev / Vucinic / Wagner / Wahl / Wallace / Walsh / Wang / Watanabe /

Waters / Watts / Webb / Wenzel

Physical review letters

2000 Volume 84, Issue 5, Page(s) 835–840

Abstract: We present the results of a search for pair production of a fourth-generation charge -1 / 3 quark (b(')) in sqrt[s] = 1.8 TeV p&pmacr; collisions using 88 pb(-1) of data obtained with the Collider Detector at Fermilab. We assume that both quarks decay ... ...

Abstract	We present the results of a search for pair production of a fourth-generation charge -1 / 3 quark (b(')) in sqrt[s] = 1.8 TeV p&pmacr; collisions using 88 pb(-1) of data obtained with the Collider Detector at Fermilab. We assume that both quarks decay via the flavor-changing neutral current process b(')-->bZ(0) and that the b(') mass is greater than m(Z)+m(b). We studied the decay mode b(')b(');-->Z(0)Z(0)b&bmacr; where one Z0 decays into e(+)e(-) or μ(+)μ(-) and the other decays hadronically, giving a signature of two leptons plus jets. An upper limit on the sigma(p&pmacr;-->b(')b(');)x[B(b(')-->bZ(0))](2) is established as a function of the b(') mass. We exclude at 95% confidence level a b(') quark with mass between 100 and 199 GeV/c(2) for B(b(')-->bZ(0)) = 100%.
Language	English
Publishing date	2000-01-31
Publishing country	United States
Document type	Journal Article
ZDB-ID	208853-8
ISSN	1079-7114 ; 0031-9007
ISSN (online)	1079-7114
ISSN	0031-9007
DOI	10.1103/PhysRevLett.84.835
Database	MEDical Literature Analysis and Retrieval System OnLINE

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