Abstract
Antennas [95, Chap. 3] and apertures [46] cover the dual role of receiving the wave carrying information on the observed target, as well as of acting as a source in case they are part of active systems.1 Passive instruments pick up either the solar radiation at ultraviolet, visible and near infrared wavelengths “reflected” in the sense seen in Sects. 9.3.1 and 10.2.1.1 by the observed portion of the Earth, or the thermal radiation which is spontaneously emitted by this latter in the infrared (Sect. 9.3.2) or at microwaves (Sect. 9.3.3). On their side, the active systems (Sect. 10.2.4) intercept a fraction of the power they have transmitted and that is carried back by the wave after interaction with the target.
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Notes
- 1.
Earth observing active systems include lidars and radars in various forms, named after their peculiar function, such as: profiling, imaging, altimeter, scatterometer.
- 2.
- 3.
The source current \(\boldsymbol{J}_{\!\mathrm{s}}\) denotes any source of electromagnetic radiation, independently of its origin (be it natural or man-made), wavelength (optical or microwave) and nature, i.e., physically present or virtual.
- 4.
The line represents a radio-frequency guiding structure such as waveguide, strip-line, or coaxial cable.
- 5.
The basically different features of incoherent-detection optical systems are outlined in Sect. 11.4.2.2.
- 6.
Being arbitrary, here the “horizontal” direction is assumed parallel to the linear elements of Fig. 11.4.
- 7.
“Internal” here denotes the space inside the system between the transmitter (or the receiver considered in Sect. 11.2) and A g.
- 8.
For instance, in a microwave system, \(\boldsymbol{E}_{\ell\mathrm{T}}\) can be the field carried by the dominant mode of a waveguide.
- 9.
- 10.
- 11.
In practice, the accuracy of this serviceable assumption depends on the kind of system and on the band of operation.
- 12.
Actually, the external field propagates perpendicularly to the equiphase plane in correspondence of A g; for simplicity, here the plane of A g is assumed equiphase.
- 13.
The power radiated by the antenna coincides with the power delivered by the source when the structure is lossless.
- 14.
The present radial coordinate r in the antenna reference system should not be confused with the distance from the antenna; similarly, the polar angle \(\vartheta\) must be kept distinct from the off-nadir angle.
- 15.
Systems are frequently encountered that steer the beam (electronically or mechanically), i.e., vary the aperture boresight by tilting the equiphase surface of E 0T.
- 16.
Linear polarization is assumed; complex \(\boldsymbol{\mathfrak{e}}_{0}\) are needed for circular or elliptical polarizations.
- 17.
The neglected phase factor here is inessential.
- 18.
It means that the direction of propagation of the arriving field must be reversed, making it to propagate back from the point where the receiver or the detector is located towards the external space, through any microwave component or optical element actually traversed by the incident field.
- 19.
Once again, attention is called onto the normalizing effect of the denominator of (11.19), which makes the received power independent of the magnitude of the virtually transmitted field.
- 20.
An exception is represented by the ionosphere at the lower microwave frequencies.
- 21.
Airborne SARs have notoriously operated since several decades and systems are also in use on RPAPs.
- 22.
The imaginary unit factor in (11.25), which refers to the absolute phase of the field, is also disregarded.
- 23.
For the time being, receiving systems called diffraction-limited are considered; Sect. 11.4.2.2 looks at optical sensors with alternative properties.
- 24.
This means that the incident waves arrive from a narrow angular range about the axis of the aperture.
- 25.
Note that different conventions can be adopted.
- 26.
As said, in case of optical sensors the result holds for diffraction-limited systems.
- 27.
Also called antenna beam width .
- 28.
The subscriptdl is suitable to distinguish the diffraction-limited angular resolution considered here from the optics-limited field of view outlined in Sect. 11.4.2.2.
- 29.
As observed, identifying horizontal and vertical directions presupposes a target (e.g., Earth) reference.
- 30.
Aperture field tapering entails η A < 1.
- 31.
Different (and possibly inconsistent) terms are found denoting spatial resolution. Just as an example, [108] use “coarse resolution” for pixels larger than 100 m, “medium” for dimensions between 10 and 100 m, and “high” for a resolution equal to or finer than 10 m, while [43] introduce the following nomenclature for TIR pixel size: “ultra-fine” resolution for pixel sizes of less than 1 m, “very fine” fo sizes of 1–5 m, “fine” for 5–15 m, “medium” for 15–100 m, and “coarse resolution” for pixel sizes greater than 100 m.
- 32.
Ground-Resolved Distance (GRD) is an alternative parameter frequently used.
- 33.
The aperture axis is understood to coincide with the pointing direction of the beam.
- 34.
To simplify the notations, average is not indicated, but it is implied when measuring solar radiation or the Earth’s thermal emission.
- 35.
Reflection can be considered a particular (coherent) case of scattering.
- 36.
It should be remembered that the emissivity depends on polarization according to the basic results throughout Chap. 8, and that usually T S is an equivalent temperature.
- 37.
The reciprocity approach replaces receiving devices with virtually transmitting ones, keeping phase features.
- 38.
In practice, the IFOV angle is generally determined by the field stops forming the instrument optics.
- 39.
The effective area A e includes the spectral response for each instrument channel “centred” on \(\lambda _{\mathrm{c}}\).
- 40.
As usual, the aperture boresight is assumed to be the system pointing direction.
- 41.
The target is assumed to be in the direction of the antenna boresight.
- 42.
- 43.
Different angular discrimination criteria may be found.
- 44.
The radar system scans the region of atmosphere to be monitored by changing the direction of the antenna boresight with time, either mechanically or electrically, in a known fashion.
- 45.
Also aerosol particles in lidar observation.
- 46.
Substantially analogous alternative definitions can be found.
- 47.
The difference between ground range , that is along the reference earth surface, and slant range , i.e., along the satellite-to ground path, should be well kept in mind.
- 48.
The limitation in spatial resolution set by the distance R in (11.43) is clearly mitigated when the observations are carried out from aerial platforms.
- 49.
Practical reasons related to the processing time lead to a synthesis technique exploiting the Doppler frequency shift of the received scattered field.
- 50.
Enhanced spatial resolution may require particular observing techniques, such as the spotlight mode.
- 51.
The formalism is readily extended to airborne platforms.
- 52.
Atmospheric extinction is neglected here.
- 53.
The theoretical limit d a = a (Fig. 11.27) is overcome by suitable synthesis processing.
References
Abramowitz M, Stegun IA (2012) Handbook of mathematical functions: with formulas, graphs, and mathematical tables. Dover. ISBN:9780486158242
Atlas D (ed) (1990) Radar in meteorology. American Meteorological Society. ISBN:9780933876866
Ausherman DA, Kozma A, Walker JL, Jones HM, Poggio EC (1984) Developments in radar imaging. IEEE Trans Aerosp Electron Syst 20(4):363–400. doi:10.1109/TAES.1984.4502060
Baars JWM (2007) The paraboloidal reflector antenna in radio astronomy and communication: theory and practice. Springer. ISBN:9780387697345
Babichenko S, Poryvkina L, Arikese V, Kaitala S, Kuosa H (1993) Remote sensing of phytoplankton using laser-induced fluorescence. Remote Sens Environ 45(1):43–50. doi:10.1016/0034-4257(93)90080-H
Bakshi AV, Bakshi UA (2008) Transmission lines and waveguides. Technical Publications. ISBN:9788184314298
Balanis CA (2007) Antenna theory: analysis and design. Wiley. ISBN:9788126513932
Baltsavias EP (1999) Airborne laser scanning: basic relations and formulas. ISPRS J Photogramm Remote Sens 54(2–3):199–214. doi:http://dx.doi.org/10.1016/S0924-2716(99)00015-5
Bamler R, Hartl P (1998) Synthetic aperture radar interferometry. Inverse Probl 14(4):R1–R54. doi:10.1088/0266-5611/14/4/001
Basic Radar Altimetry Toolbox (BRAT). ESA. https://earth.esa.int/web/guest/software-tools/content/-/article/basic-radar-altimetry-toolbox-brat-5040. Visited on 31 Aug 2014
Bely PY (2003) The design and construction of large optical telescopes. Springer. ISBN:9780387955124
Bertero M, Boccacci P (1998) Introduction to inverse problems in imaging. CRC. ISBN:9781439822067
Born GH, Dunne JA, Lame DB (1979) Seasat mission overview. Science 204(4400):1405–1406. doi:10.1126/science.204.4400.1405
Born M, Wolf E, Bhatia AB (2002) Principles of optics: electromagnetic theory of propagation, interference and diffraction of light. Cambridge University Press. ISBN:9781139643405
Bracewell RN (1995) Two-dimensional imaging. Prentice Hall. ISBN:9780130626219
Bracewell RN (2000) The Fourier transform and its applications. McGraw-Hill. ISBN:9780073039381
Bracewell R (2003) Fourier analysis and imaging. Springer. ISBN:9780306481871
Capece P (2009) Active SAR antennas: design, development, and current programs. Int J Antennas Propag. Article ID 796064. doi:10.1155/2009/796064
Carrara WG, Goodman RS, Majewski RM (1995) Spotlight synthetic aperture radar: signal processing algorithms. Artech House. ISBN:9780890067284
Cecchi G, Pantani L, Raimondi V, Tomaselli L, Lamenti G, Tiano P, Chiari R (2000) Fluorescence lidar technique for the remote sensing of stone monuments. J Cult Herit 1(1):29–36. doi:10.1016/S1296-2074(99)00120-X
Chen CL (2006) Foundations for guided-wave optics. Wiley. ISBN:9780470042212
Cheo B (1965) A reciprocity theorem for electromagnetic fields with general time dependence. IEEE Trans Antennas Propag 13(2):278–284. doi:10.1109/TAP.1965.1138400
Collin RE (1991) Field theory of guided waves. IEEE. ISBN:9780198592136
Collin RE, Zucker FJ (1969) Antenna theory, Parts 1–2. McGraw-Hill. ISBN:9780070117990
Curlander JC, McDonough RN (1991) Synthetic aperture radar: systems and signal processing. Wiley. ISBN:9780471857709
Cutrona LJ (1970) Synthetic aperture radar. In: Skolnik MI (ed) Radar handbook. McGraw-Hill. ISBN:9780071485470
De Hoop AT (1968) A reciprocity relation between the transmitting and the receiving properties of an antenna. Appl Sci Res 19(1):90–96. doi:10.1007/BF00383914
de Hoop AT, de Jong G (1974) Power reciprocity in antenna theory. Proc Inst Electr Eng 121(10):1051–1056. doi:10.1049/piee.1974.0247
DigitalGlobe. http://www.digitalglobe.com/about-us/content-collection{#}overview;-https://www.digitalglobe.com/30cm/. Visited on 20 May 2015
Drabowitch S, Papiernik A, Griffiths H, Encinas J, Smith BL (2005) Modern antennas. Springer. ISBN:9781402032165
Dubois-Fernandez PC, Souyris J-C, Angelliaume S, Garestier F (2008) The compact polarimetry alternative for spaceborne SAR at low frequency. IEEE Trans Geosci Remote Sens 46(10):3208–3222. doi:10.1109/TGRS.2008.919143
Elachi C (1987) Spaceborne radar remote sensing: applications and techniques. IEEE. ISBN:9780879422417
Elachi C, Brown WE, Cimino JB, Dixon T, Evans DL, Ford JP, Saunders RS, Breed C, Masursky H, McCauley JF, Schaber G, Dellwig L, England A, MacDonald H, Martin-Kaye P, Sabins F (1982) Shuttle imaging radar experiment. Science 218(4576):996–1003. doi:10.1126/science. 218.4576.996
Ender JHG (2011) Introduction to radar – Part I. Ruhr-Universität Bochum, Scriptum of a Lecture. http://www.ei.rub.de/media/ei/lehrmaterialien/39/a715b063167d904ec4a9a5cea2a1a54d4defc115/RuhrUniScriptum.pdf. Visited on 04 July 2014
Estes JE (ed) (1983) Interpretation and applications, vol 2 of Manual of remote sensing Colwell RN (ed). American Society of Photogrammetry. ISBN:9780937294420
Everaerts J (2008) The use of unmanned aerial vehicles (UAVS) for remote sensing and mapping. In: The international archives of the photogrammetry, remote sensing and spatial information sciences, Beijing, vol XXXVII, pp 1187–1191
Fiorani L, Colao F (eds) (2008) Laser applications in environmental monitoring. Nova. ISBN:9781604562491
Fornaro G, Pascazio V (2013) SAR interferometry and tomography: theory and applications. In: Chellappa R, Theodoridis S (eds) Communications and radar signal processing. Academic press library in signal processing, vol 2. Academic. ISBN:9780123972248
Freeman A (1992) SAR calibration: an overview. IEEE Trans Geosci Remote Sens 30(6):1107–1121. doi:10.1109/36.193786
Fu LL, Cazenave A (2000) Satellite altimetry and Earth sciences: a handbook of techniques and applications. Elsevier. ISBN:9780080516585
Galati G (2015) 100 years of radar. Springer. ISBN:9783319005836
Goodman JW (2005) Introduction to Fourier optics. McGraw-Hill. ISBN:9780974707723
Handcock RN, Torgersen CE, Cherkauer KA, Gillespie AR, Tockner K, Faux RN, Tan J (2012) Thermal infrared remote sensing of water temperature in riverine landscapes. In: Carbonneau P, Piégay H (eds) Fluvial remote sensing for science and management. Wiley. ISBN:9781119940784
Hansen RC (2009) Phased array antennas. Wiley. ISBN:9780470529171
Harra LK, Mason KO (eds) (2004) Space science. Imperial College Press. ISBN:9781860943614
Hemmati H (ed) (2006) Deep space optical communications. Wiley. ISBN:9780470042403
Heritage G, Large A (2009) Laser scanning for the environmental sciences. Wiley. ISBN:9781444311945
Hinkley ED (1976) Laser monitoring of the atmosphere. Springer. ISBN:9783540077435
Jakowatz C Jr, Wahl D, Eichel P, Ghiglia D, Thompson P (1996) Spotlight-mode synthetic aperture radar: a signal processing approach. Kluwer. ISBN:9780792396772
Jin YQ, Xu F (2013) Polarimetric scattering and SAR information retrieval. Wiley. ISBN:9781118188163
Johnson RC, Jasik H (1993) Antenna engineering handbook. McGraw-Hill. ISBN:9780070323810
Kalmykov AI, Velichko SA, Tsymbal VN, Kuleshov Yu A, Weinman JA, Jurkevich I (1993) Observations of the marine environment from spaceborne side-looking real aperture radars. Remote Sens Environ 45(2):193–208. doi:10.1016/0034-4257(93)90042-V
Kerr Y, Waldteufel P, Wigneron J-P, Cabot F, Boutin J, Escorihuela M-J, Font J, Reul N, Gruhier C, Juglea S, Delwart S, Drinkwater M, Hahne A, Martin-Neira M, Mecklenburg S (2010) The SMOS mission: new tool for monitoring key elements of the global water cycle. Proc IEEE 98(5):666–687. doi:10.1109/JPROC.2010.2043032
Keydel W (2004) Present and future airborne and space-borne systems. NATO lecture series on radar polarimetry and interferometry RTO-EN-SET-081
Killinger DK, Menyuk N (1987) Laser remote sensing of the atmosphere. Science 235(4784):37–45. doi:10.1126/science.235.4784.37
Kingsley S, Quegan S (1999) Understanding radar systems. SciTech. ISBN:9781891121050
Ko HC (1962) On the reception of quasi-monochromatic, partially polarized radio waves. Proc IRE 50(9):1950–1957. doi:10.1109/JRPROC.1962.288174
Kovaly JJ (1976) Synthetic aperture radar. Artech House. ISBN:9780890060568
Kraus JD, Marhefka RJ (2002) Antennas for all applications. McGraw-Hill. ISBN:9780072321036
Kraus JD, Marhefka RJ, Khan AS (2006) Antennas and wave propagation. McGraw-Hill. ISBN:9780070671553
Landsat Science. NASA. http://landsat.gsfc.nasa.gov/. Visited on 07 Mar 2014
Ludwig A (1973) The definition of cross polarization. IEEE Trans Antennas Propag 21(1):116–119. doi:10.1109/TAP.1973.1140406
Marcuvitz N (1951) Waveguide handbook. McGraw-Hill. ISBN:9780863410581
Martín-Neira M, Goutoule JM (1997) A two-dimensional aperture-synthesis radiometer for soil moisture and ocean salinity observations. ESA Bull 92:95–104
Martín-Neira M, Menard Y, Goutoule J, Kraft U (1994) MIRAS, a two-dimensional aperture synthesis radiometer. In: Geoscience and remote sensing symposium, IGARSS’94. Surface and atmospheric remote sensing: technologies, data analysis and interpretation, international, vol 3, pp 1323–1325. doi:10.1109/IGARSS.1994.399429
Measures RM (1984) Laser remote sensing: fundamentals and applications. Wiley. ISBN:9780471081937
MODIS Web. NASA. http://modis.gsfc.nasa.gov/. Visited on 07 Mar 2014
Neiman MS (1943) The principle of reciprocity in antenna theory. Proc IRE 31(12):666–671. doi:10.1109/JRPROC.1943.233683
Nest – Next ESA SAR toolbox. ESA. https://earth.esa.int/web/nest/downloads. Visited on 14 Sept 2014
Nord ME, Ainsworth TL, Lee J-S, Stacy NJS (2009) Comparison of compact polarimetric synthetic aperture radar modes. IEEE Trans Geosci Remote Sens 47(1):174–188. doi:10.1109/TGRS.2008.2000925
Park H, Kim Y-H (2009) Microwave motion-induced synthetic aperture radiometer using sparse array. Radio Sci 44(3). doi:10.1029/2008RS003998
Radar Altimetry Tutorial. ESA. http://earth.eo.esa.int/brat/html/alti/welcome_en.html. Visited on 31 Aug 2014
Raimondi V, Cecchi G, Lognoli D, Palombi L, Grönlund R, Johansson A, Svanberg S, Barup K, Hällström J (2009) The fluorescence lidar technique for the remote sensing of photoautotrophic biodeteriogens in the outdoor cultural heritage: a decade of in situ experiments. Int Biodeterior Biodegrad 63(7):823–835. doi:10.1016/j.ibiod.2009.03.006
Ramo S, Whinnery JR, Van Duzer T (1965) Fields and waves in communication electronics. Wiley. ISBN:9780471585510
Raney RK (2007) Hybrid-polarity SAR architecture. IEEE Trans Geosci Remote Sens 45(11):3397–3404. doi:10.1109/TGRS.2007.895883
Reigber A, Moreira A (2000) First demonstration of airborne SAR tomography using multibaseline L-band data. IEEE Trans Geosci Remote Sens 38(5):2142–2152. doi:10.1109/36.868873
Richards JA (2009) Remote sensing with imaging radar. Springer. ISBN:9783642020209
Richards MA, Scheer JA, Holm WA (eds) (2010) Principles of modern radar: basic principles, vol 1. SciTech. ISBN:9781891121524
Robinson IS (2004) Measuring the oceans from space: the principles and methods of satellite oceanography. Springer. ISBN:9783540426479
Robinson JA, Amsbury DL, Liddle DA, Evans CA (2002) Astronaut-acquired orbital photographs as digital data for remote sensing: spatial resolution. Int J Remote Sens 23(20):4403–4438. doi:10.1080/01431160412331317775
Ruf CS, Swift CT, Tanner AB, Le Vine DM (1988) Interferometric synthetic aperture microwave radiometry for the remote sensing of the Earth. IEEE Trans Geosci Remote Sens 26(5):597–611. doi:10.1109/36.7685
Rusch WVT, Potter PD (1970) Analysis of reflector antennas. Academic. ISBN:9780126034509
Shan J, Toth CK (eds) (2008) Topographic laser ranging and scanning: principles and processing. Taylor & Francis. ISBN:9781420051438
Siegman AE (1967) A maximum-signal theorem for the spatially coherent detection of scattered radiation. IEEE Trans Antennas Propag 15(1):192–194. doi:10.1109/TAP.1967.1138845
Siegman AE (1966) The antenna properties of optical heterodyne receivers. Appl Opt 1(5):1588–1594. doi:10.1364/AO.5.001588
Siegman AE (1986) Lasers. University Science Books. ISBN:9780935702118
Silvestrin P, Berger M, Kerr YH, Font J (2001) ESA’s second Earth explorer opportunity mission: the soil moisture and ocean salinity mission – SMOS. IEEE Geosci Remote Sens Soc Newsl 118. ISSN:0161–7869
Simonett DS, Colwell RN (eds) (1983) Manual of remote sensing, vol 1: theory, instruments and techniques. American Society of Photogrammetry. ISBN:9780937294413
Skolnik MI (2003) Introduction to radar systems. McGraw Hill. ISBN:9780070445338
Skolnik M (ed) (2008) Radar handbook. McGraw-Hill. ISBN:9780071485470
Smith GS (2004) A direct derivation of a single-antenna reciprocity relation for the time domain. IEEE Trans Antennas Propag 52(6):1568–1577. doi:10.1109/TAP.2004.830257
Souissi B, Ouarzeddine M, Belhadj-Aissa A (2012) Investigation of the capability of the compact polarimetry mode to reconstruct full polarimetry mode using RADARSAT2 data. Adv Electromagn 1(1). doi:10.7716/aem.v1i1.12
Steinberg BD (1976) Principles of aperture and array system design: including random and adaptive arrays. Wiley. ISBN:9780471821021
The ERS Satellites. Delft University of Technology, DEOS. http://www.deos.tudelft.nl/ers/ers1info.html. Visited on 06 Mar 2014
Ulaby FT, Moore RK, Fung AK (1981) Microwave remote sensing fundamentals and radiometry. Microwave remote sensing: active and passive, vol 1. Addison-Wesley. ISBN:9780890061909
Ulaby FT, Moore RK, Fung AK (1982) Radar remote sensing and surface scattering and emission theory. Microwave remote sensing: active and passive, vol 2. Addison-Wesley. ISBN:9780890061916
Ulaby FT, Moore RK, Fung AK (1986) From theory to applications. Microwave remote sensing: active and passive, vol 3. Artech House. ISBN:9780890061923
Urkowitz H, Hauer CA, Koval JF (1962) Generalized resolution in radar systems. Proc IRE 50(10):2093–2105. doi:10.1109/JRPROC.1962.288247
van Zyl JJ (2011) Synthetic aperture radar polarimetry. Wiley. ISBN:9781118116098
Visser HJ (2006) Array and phased array antenna basics. Wiley. ISBN:9780470871188
Waite AH, Schmidt SJ (1962) Gross errors in height indication from pulsed radar altimeters operating over thick ice or snow. Proc IRE 50(6):1515–1520. doi:10.1109/JRPROC.1962.288195
Wang CW, Keech T (2012) Antenna models for electromagnetic compatibility analyses. NTIA Technical Memorandum NTIA TM-13-489. http://www.ntia.doc.gov/files/ntia/publications/antenna_models_report_tm-13-489.pdf. Visited on 19 Feb 2014
Wang C-K, Philpot WD (2007) Using airborne bathymetric lidar to detect bottom type variation in shallow waters. Remote Sens Environ 106(1):123–135. doi:10.1016/j.rse.2006.08.003
Watson RC Jr (2009) Radar origins worldwide: history of its evolution in 13 nations through World War II. Trafford Publishing, UK. ISBN:9781426921117
Watts AC, Ambrosia VG, Hinkley EA (2012) Unmanned aircraft systems in remote sensing and scientific research: classification and considerations of use. Remote Sens 4(6):1671–1692. doi:10.3390/rs4061671, http://www.mdpi.com/2072-4292/4/6/1671
Wehr A, Lohr U (1999) Airborne laser scanning – an introduction and overview. ISPRS J Photogramm Remote Sens 54(2):68–82. doi:doi:10.1016/S0924-2716(99)00011-8
Weitkamp C (ed) (2005) Lidar: range-resolved optical remote sensing of the atmosphere. Springer. ISBN:9780387400754
Weng Q, Gamba P, Mountrakis G, Pesaresi M, Lu L, Kemper T, Heinzel J, Xian G, Jin H, Miyazaki H, Xu B, Quresh S, Keramitsoglou I, Ban Y, Esch T, Roth A, Elvidge CD (2014) Urban observing sensors. In: Weng Q (ed) Global urban monitoring and assessment through earth observation. CRC. ISBN:9781466564497
Wolff C (1996) Radartutorial.eu. http://www.radartutorial.eu/index.en.html. Visited on 10 Sept 2014
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Solimini, D. (2016). Antennas and Apertures in Earth Observation. In: Understanding Earth Observation. Remote Sensing and Digital Image Processing, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-319-25633-7_11
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