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2018 | OriginalPaper | Buchkapitel

Acquisition and Analysis of Meteorological Data

verfasst von : Javier Calvo Sánchez, Gema Morales Martín, Jesús Polo

Erschienen in: Wind Field and Solar Radiation Characterization and Forecasting

Verlag: Springer International Publishing

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Abstract

Wind and solar radiation observations are required for renewable energy modeling and forecasting. High-quality ground measurements are essential for renewable energy studies. Ideal wind measurement devices should respond to slightest breezes, be strong enough to stand up high winds, give a fast and accurate answer for turbulent fluctuations, and have a linear output and a simple dynamic performance. The solar radiation reaching the earth’s surface contains several components, beam, diffuse, and reflected (albedo) radiation, as a consequence of the interaction with atmospheric particles. The instruments for measuring solar radiation are classified according to the working principle (mainly thermoelectric or photoelectric sensors) and to the component of solar radiation to be measured. Ground measurements give information about solar radiation or wind fields in a specific location. On the other hand, in many applications for the modeling and prediction of natural resources, meteorological data with a greater spatial distribution are needed. Satellite models offer meteorological data estimated from satellite images with a high spatial and temporary resolution. In the same way, Numerical Weather Predictions models give information about several meteorological variables with a great spatial resolution.

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Nächstes Kapitel Characterization of Geographical and Meteorological Parameters

For example, the average of two measurements of \(10^{\circ }\) and \(350^{\circ }\) is \(180^{\circ }\), which is just the opposite direction to the actual wind.

Part I. Measurements of meteorological variables (2008). In: Guide to meteorological instruments and methods of observation, chap. 5. World Meteorological Organization

Global aspects. annex v to the wmo technical regulations (2015). In: Manual on the global observing system, vol. I. World Meteorological Organization

Amillo AG, Huld T, Müller R (2014) A new database of global and direct solar radiation using the eastern meteosat satellite, models and validation. Remote Sens 6(9):8165–8189CrossRef

Beyer HG, Costanzo C, Heinemann D (1996) Modifications of the heliosat procedure for irradiance estimates from satellite images. Sol Energy 56(3):207–212CrossRef

Blanc P, Espinar B, Geuder N, Gueymard C, Meyer R, Pitz-Paal R, Reinhardt B, Renné D, Sengupta M, Wald L et al (2014) Direct normal irradiance related definitions and applications: the circumsolar issue. Sol Energy 110:561–577CrossRef

Blanc P, Gschwind B, Lefevre M, Wald L (2014) Twelve monthly maps of ground albedo parameters derived from modis data sets. In: IEEE international geoscience and remote sensing symposium (IGARSS). IEEE, pp 3270–3272

Brock FV, Richardson SJ (2001) Meteorological measurement systems. Oxford University Press

Bubnová R, Hello G, Bénard P, Geleyn JF (1995) Integration of the fully elastic equations cast in the hydrostatic pressure terrain-following coordinate in the framework of the arpege/aladin nwp system. Mon Weather Rev 123(2):515–535CrossRef

Busch N, Kristensen L (1976) Cup anemometer overspeeding. J Appl Meteorol 15:1328–1332CrossRef

10.

Cano D, Monget JM, Albuisson M, Guillard H, Regas N, Wald L (1986) A method for the determination of the global solar radiation from meteorological satellite data. Sol Energy 37(1):31–39CrossRef

11.

Cebecauer T, Suri M (2010) Accuracy improvements of satellite-derived solar resource based on gems re-analysis aerosols. In: SolarPACES conference

12.

Cebecauer T, Suri M, Gueymard C (2011) Uncertainty sources in satellite-derived direct normal irradiance: how can prediction accuracy be improved globally. In: Proceedings of the SolarPACES conference, Granada, Spain, vol 2023

13.

Coiffier J (2011) Fundamentals of numerical weather prediction. Cambridge University Press

14.

Coppin P (1982) An examintaion of cup anemometer overspeeding. Meteorolog Rundsch 35:1–11

15.

Cros S, Albuisson M, Wald L (2006) Simulating meteosat-7 broadband radiances using two visible channels of meteosat-8. Sol Energy 80(3):361–367CrossRef

16.

Dagestad KF (2004) Mean bias deviation of the heliosat algorithm for varying cloud properties and sun-ground-satellite geometry. Theor Appl Climatol 79(3):215–224CrossRef

17.

Dagestad KF, Olseth JA (2007) A modified algorithm for calculating the cloud index. Sol Energy 81(2):280–289CrossRef

18.

Daley R (1993) Atmospheric data analysis. Cambridge University Press, Cambridge Atmospheric and Space Science Series

19.

Diabaté L, Demarcq H, Michaud-Regas N, Wald L (1987) Estimating incident solar radiation at the surface from images of the earth transmitted by geostationary satellites: the heliosat project. Int J Sol Energy 5(5–6):261–278CrossRef

20.

Djebbar R, Morris R, Thevenard D, Perez R, Schlemmer J (2012) Assessment of suny version 3 global horizontal and direct normal solar irradiance in canada. Energy Procedia 30:1274–1283CrossRef

21.

Dobson F (1981) Review of reference height for and averaging time of surface wind measurements at sea. Technical Report 3, World Meteorological Organization. Marine Meteorology and Related Oceanographic Activities

22.

Emde C, Buras-Schnell R, Kylling A, Mayer B, Gasteiger J, Hamann U, Kylling J, Richter B, Pause C, Dowling T et al (2015) The libradtran software package for radiative transfer calculations (version 2.0). Geosci Model Dev Discuss 8(12):10,237–10,303CrossRef

23.

Emde C, Buras-Schnell R, Kylling A, Mayer B, Gasteiger J, Hamann U, Kylling J, Richter B, Pause C, Dowling T et al (2016) The libradtran software package for radiative transfer calculations (version 2.0. 1). Geosci Model Dev 9(5):1647–1672CrossRef

24.

Escobar RA, Cortés C, Pino A, Pereira EB, Martins FR, Cardemil JM (2014) Solar energy resource assessment in chile: satellite estimation and ground station measurements. Renew Energy 71:324–332CrossRef

25.

Espinar B, Blanc P, Wald L, Hoyer-Klick C, Homscheidt MS, Wanderer T (2012) On quality control procedures for solar radiation and meteorological measures, from subhourly to montly average time periods. In: EGU general assembly

26.

Espinar B, Ramirez L, Polo J, Zarzalejo L, Wald L (2009) Analysis of the influences of uncertainties in input variables on the outcomes of the heliosat-2 method. Sol Energy 83(9):1731–1741CrossRef

27.

Fiebrich CA, Morgan CR, McCombs AG, Hall PK Jr, McPherson RA (2010) Quality assurance procedures for mesoscale meteorological data. J Atmos Ocean Technol 27(10):1565–1582CrossRef

28.

Garg H, Garg S (1993) Measurement of solar radiationi. radiation instruments. Renew Energy 3(4–5):321–333CrossRef

29.

Gautier C, Diak G, Masse S (1980) A simple physical model to estimate incident solar radiation at the surface from goes satellite data. J Appl Meteorol 19(8):1005–1012CrossRef

30.

Gerard L (2015) Bulk mass-flux perturbation formulation for a unified approach of deep convection at high resolution. Mon Weather Rev 143(10):4038–4063CrossRef

31.

Gill G, Olsson L, Sela J, Suda M (1967) Accuracy of wind measurements on towers or stacks. Bull Am Meteorol Soc 48:665–674CrossRef

32.

Gold E (1936) Wind in britain: the dines anemometer and some notable records during the last 40 years. Q J Roy Meteorol Soc 62:167–206CrossRef

33.

Hammer A, Heinemann D, Hoyer C, Kuhlemann R, Lorenz E, Müller R, Beyer HG (2003) Solar energy assessment using remote sensing technologies. Remote Sens Environ 86(3):423–432CrossRef

34.

Hoyer-Klick C, Dumortier D, Tsvetkov A, Polo J, Torres J, Kurz C, Ineichen P (2009) Mesor existing ground data sets

35.

Huld T, Müller R, Gambardella A (2012) A new solar radiation database for estimating pv performance in europe and africa. Sol Energy 86(6):1803–1815CrossRef

36.

Ikawa M (1988) Comparison of some schemes for nonhydrostatic models with orography. J Meteorol Soc Jpn Ser. II 66(5):753–776CrossRef

37.

Ineichen P (2014) Long term satellite global, beam and diffuse irradiance validation. Energy Procedia 48:1586–1596CrossRef

38.

Janjai S, Laksanaboonsong J, Nunez M, Thongsathitya A (2005) Development of a method for generating operational solar radiation maps from satellite data for a tropical environment. Sol Energy 78(6):739–751CrossRef

39.

Janjai S, Masiri I, Laksanaboonsong J (2013) Satellite-derived solar resource maps for myanmar. Renew Energy 53:132–140CrossRef

40.

Janjai S, Pankaew P, Laksanaboonsong J, Kitichantaropas P (2011) Estimation of solar radiation over cambodia from long-term satellite data. Renew Energy 36(4):1214–1220CrossRef

41.

Journée M, Bertrand C (2011) Quality control of solar radiation data within the rmib solar measurements network. Sol Energy 85(1):72–86CrossRef

42.

Kaimal J (1980) Sonic anemometers. In: Dobson LHF, Davis R (eds) Air-Sea interaction: instruments and methods. New York, pp 81–96CrossRef

43.

Kalnay E (2003) Atmospheric modeling, data assimilation and predictability. Cambridge University Press

44.

König-Langlo G, Sieger R, Schmithüsen H, Bücker A, Richter F, Dutton E (2013) The baseline surface radiation network and its world radiation monitoring centre at the alfred wegener institute

45.

Kriebel K, Gesell G, Kästner M, Mannstein H (2003) The cloud analysis tool apollo: improvements and validations. Int J Remote Sens 24(12):2389–2408CrossRef

46.

Laprise R (1992) The euler equations of motion with hydrostatic pressure as an independent variable. Mon Weather Rev 120(1):197–207CrossRef

47.

Lefevre M, Oumbe A, Blanc P, Espinar B, Gschwind B, Qu Z, Wald L, Homscheidt MS, Hoyer-Klick C, Arola A et al (2013) Mcclear: a new model estimating downwelling solar radiation at ground level in clear-sky conditions. Atmos Measure Techn 6:2403–2418CrossRef

48.

Long CN, Shi Y (2008) An automated quality assessment and control algorithm for surface radiation measurements. Open Atmos Sci J 2(1)CrossRef

49.

Lynch P (2006) The emergence of numerical weather prediction: richardson’s dream. Cambridge University Press (2006)

50.

MacCready P (1966) Mean wind speed measurements in turbulence. J Appl Meteorol 5:219–225CrossRef

51.

Martins FR, Pereira EB, Abreu S (2007) Satellite-derived solar resource maps for brazil under swera project. Sol Energy 81(4):517–528CrossRef

52.

Martins FR, Pereira EB, Abreu SL, Beyer HG, Colle S, Perez R, Heinemann D (2003) Cross validation of satellite radiation transfer models during swera project in brazil. In: Proceedings of ISES solar world congress

53.

Masson V, Le Moigne P, Martin E, Faroux S, Alias A, Alkama R, Belamari S, Barbu A, Boone A, Bouyssel F, Brousseau P, Brun E, Calvet JC, Carrer D, Decharme B, Delire C, Donier S, Essaouini K, Gibelin AL, Giordani H, Habets F, Jidane M, Kerdraon G, Kourzeneva E, Lafaysse M, Lafont S, Lebeaupin Brossier C, Lemonsu A, Mahfouf JF, Marguinaud P, Mokhtari M, Morin S, Pigeon G, Salgado R, Seity Y, Taillefer F, Tanguy G, Tulet P, Vincendon B, Vionnet V, Voldoire A (2013) The surfexv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes. Geosci Model Dev 6(4):929–960. https://doi.org/10.5194/gmd-6-929-2013. https://www.geosci-model-dev.net/6/929/2013/CrossRef

54.

Maxwell E, Wilcox S, Rymes M (1993) Users manual for seri qc software, assessing the quality of solar radiation data. Solar Energy Research Institute, Golden, CO. http://www.osti.gov/bridge

55.

Mazarella D (1972) An inventory of specifications for wind-measuring instruments. Bull Am Meteorol Soc 53:860–871CrossRef

56.

Möser W, Raschke E (1984) Incident solar radiation over europe estimated from meteosat data. J Clim Appl Meteorol 23(1):166–170CrossRef

57.

Mueller R, Dagestad KF, Ineichen P, Schroedter-Homscheidt M, Cros S, Dumortier D, Kuhlemann R, Olseth J, Piernavieja G, Reise C et al (2004) Rethinking satellite-based solar irradiance modelling: the solis clear-sky module. Remote Sens Environ 91(2):160–174CrossRef

58.

Mueller R, Pfeifroth U, Traeger-Chatterjee C (2015) Towards optimal aerosol information for the retrieval of solar surface radiation using heliosat. Atmosphere 6(7):863–878CrossRef

59.

Noia M, Ratto C, Festa R (1993) Solar irradiance estimation from geostationary satellite data: I. statistical models. Sol Energy 51(6):449–456CrossRef

60.

Noia M, Ratto C, Festa R (1993) Solar irradiance estimation from geostationary satellite data: Ii. physical models. Sol Energy 51(6):457–465CrossRef

61.

Nunez M (1993) The development of a satellite-based insolation model for the tropical western pacific ocean. Int J Climatol 13(6):607–627MathSciNetCrossRef

62.

Peppler RA, Long C, Sisterson D, Turner D, Bahrmann C, Christensen SW, Doty K, Eagan R, Halter T, Iveyh M et al (2008) An overview of arm program climate research facility data quality assurance. Open Atmos Sci J 2(1):192–216CrossRef

63.

Perez R (2002) Time specific irradiances derived from geostationary satellite images. J Sol Energy Eng 124(1):1–1MathSciNetCrossRef

64.

Perez R, Cebecauer T, Šúri M (2013) Semi-empirical satellite models. Solar energy forecasting and resource assessment, Academic Press, Oxford, UK, pp 21–48CrossRef

65.

Perez R, Ineichen P, Kmiecik M, Moore K, Renne D, George R (2004) Producing satellite-derived irradiances in complex arid terrain. Sol Energy 77(4):367–371CrossRef

66.

Perez R, Ineichen P, Moore K, Kmiecik M, Chain C, George R, Vignola F (2002) A new operational model for satellite-derived irradiances: description and validation. Sol Energy 73(5):307–317CrossRef

67.

Perez R, Schlemmer J, Hemker K, Kivalov S, Kankiewicz A, Gueymard C (2015) Satellite-to-irradiance modeling-a new version of the suny model. In: IEEE 42nd photovoltaic specialist conference (PVSC), IEEE, pp 1–7

68.

Perez R, Schlemmer J, Renne D, Cowlin S, George R, Bandyopadhyay B (2009) Validation of the suny satellite model in a meteosat environment. In: Proceeding of ASES annual conference, Buffalo, New York

69.

Pinker R, Laszlo I (1991) Effects of spatial sampling of satellite data on derived surface solar irradiance. J Atmos Ocean Technol 8(1):96–107CrossRef

70.

Polo J, Antonanzas-Torres F, Vindel J, Ramirez L (2014) Sensitivity of satellite-based methods for deriving solar radiation to different choice of aerosol input and models. Renew Energy 68:785–792CrossRef

71.

Polo J, Martin L, Cony M (2012) Revision of ground albedo estimation in heliosat scheme for deriving solar radiation from seviri hrv channel of meteosat satellite. Sol Energy 86(1):275–282CrossRef

72.

Polo J, Martín L, Vindel J (2015) Correcting satellite derived dni with systematic and seasonal deviations: application to india. Renew Energy 80:238–243CrossRef

73.

Polo J, Vindel J, Martín L (2013) Angular dependence of the albedo estimated in models for solar radiation derived from geostationary satellites. Sol Energy 93:256–266CrossRef

74.

Polo J, Wilbert S, Ruiz-Arias JA, Meyer R, Gueymard C, Suri M, Martín L, Mieslinger T, Blanc P, Grant I et al (2016) Preliminary survey on site-adaptation techniques for satellite-derived and reanalysis solar radiation datasets. Sol Energy 132:25–37CrossRef

75.

Polo J, Zarzalejo LF, Ramírez L (2008) Solar radiation derived from satellite images. In: Modeling solar radiation at the earth’s surface, pp 449–462

76.

Posselt R, Mueller R, Stöckli R, Trentmann J (2012) Remote sensing of solar surface radiation for climate monitoringthe cm-saf retrieval in international comparison. Remote Sens Environ 118:186–198CrossRef

77.

Posselt R, Müller R, Trentmann J, Stockli R, Liniger MA (2014) A surface radiation climatology across two meteosat satellite generations. Remote Sens Environ 142:103–110CrossRef

78.

Qu Z, Oumbe A, Blanc P, Espinar B, Gesell G, Gschwind B, Klüser L, Lefèvre M, Saboret L, Schroedter-Homscheidt M et al (2017) Fast radiative transfer parameterisation for assessing the surface solar irradiance: the heliosat-4 method. Meteorol Z 26(1):33–57CrossRef

79.

Retallack B (1984) In: Compendium of lecture notes for training class IV meteorological personnel, vol II, World Meteorological Organization

80.

Rigollier C, Lefèvre M, Wald L (2004) The method heliosat-2 for deriving shortwave solar radiation from satellite images. Sol Energy 77(2):159–169CrossRef

81.

Riihelä A, Carlund T, Trentmann J, Müller R, Lindfors AV (2015) Validation of cm saf surface solar radiation datasets over finland and sweden. Remote Sens 7(6):6663–6682CrossRef

82.

Roesch A, Wild M, Ohmura A, Dutton EG, Long CN, Zhang T (2011) Assessment of bsrn radiation records for the computation of monthly means. Atmos Measure Tech 4(2):339–354CrossRef

83.

Sanchez-Lorenzo A, Wild M, Trentmann J (2013) Validation and stability assessment of the monthly mean cm saf surface solar radiation dataset over europe against a homogenized surface dataset (1983–2005). Remote Sens Environ 134:355–366CrossRef

84.

Schillings C, Meyer R, Mannstein H (2004) Validation of a method for deriving high resolution direct normal irradiance from satellite data and application for the arabian peninsula. Sol Energy 76(4):485–497CrossRef

85.

Schwandt M, Chhatbar K, Meyer R, Mitra I, Vashistha R, Giridhar G, Gomathinayagam S, Kumar A (2014) Quality check procedures and statistics for the indian srra solar radiation measurement network. Energy Procedia 57:1227–1236CrossRef

86.

Seity Y, Brousseau P, Malardel S, Hello G, Bénard P, Bouttier F, Lac C, Masson V (2011) The arome-france convective-scale operational model. Mon Weather Rev 139(3):976–991CrossRef

87.

Sengupta M, Habte A, Kurtz S, Dobos A, Wilbert S, Lorenz E, Stoffel T, Renné D, Gueymard C, Myers D et al (2015) Best practices handbook for the collection and use of solar resource data for solar energy applications. NREL

88.

Stensrud D (2009) Parameterization schemes: keys to understanding numerical weather prediction models. Cambridge University Press

89.

Steppeler J, Hess R, Schättler U, Bonaventura L (2003) Review of numerical methods for nonhydrostatic weather prediction models. Meteorol Atmos Phys 82(1):287–301CrossRef

90.

Vignola F, Grover C, Lemon N, McMahan A (2012) Building a bankable solar radiation dataset. Sol Energy 86(8):2218–2229CrossRef

91.

Walmsley J, Troen I, Lalas D, Mason P (1990) Surface-layer flow in complex terrain: comparison of models and full-scale observation. Bound Layer Meteorol 52:259–281CrossRef

92.

Wieringa J (1980) A revaluation of the kansas mast influence on measurements of stress and cup anemometer overspeeding. Bound Layer Meteorol 18:411–430CrossRef

93.

Wieringa J (1983) Description requirements for assessment of non-ideal wind stations, for example aachen. J Wind Eng Ind Aerodyn 11:121–131CrossRef

94.

Zarzalejo LF, Polo J, Martín L, Ramírez L, Espinar B (2009) A new statistical approach for deriving global solar radiation from satellite images. Sol Energy 83(4):480–484CrossRef

95.

Zelenka A, Perez R, Seals R, Renné D (1999) Effective accuracy of satellite-derived hourly irradiances. Theor Appl Climatol 62(3):199–207CrossRef

Titel: Acquisition and Analysis of Meteorological Data
verfasst von: Javier Calvo Sánchez
Gema Morales Martín
Jesús Polo
Verlag: Springer International Publishing
Buch: Wind Field and Solar Radiation Characterization and Forecasting
Print ISBN: 978-3-319-76875-5

Electronic ISBN: 978-3-319-76876-2

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-76876-2_1

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