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Planck 2015 results. X. Diffuse component separation: Foreground maps

Planck has mapped the microwave sky in nine frequency bands between 30 and 857 GHz in temperature and seven bands between 30 and 353 GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive...

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Detalles Bibliográficos
Autores principales: Adam, R., Ade, P.A.R., Aghanim, N., Alves, M.I.R., Arnaud, M., Ashdown, M., Aumont, J., Baccigalupi, C., Banday, A.J., Barreiro, R.B., Bartlett, J.G., Bartolo, N., Battaner, E., Benabed, K., Benoît, A., Benoit-Lévy, A., Bernard, J.-P., Bersanelli, M., Bielewicz, P., Bock, J.J., Bonaldi, A., Bonavera, L., Bond, J.R., Borrill, J., Bouchet, F.R., Boulanger, F., Bucher, M., Burigana, C., Butler, R.C., Calabrese, E., Cardoso, J.-F., Catalano, A., Challinor, A., Chamballu, A., Chary, R.-R., Chiang, H.C., Christensen, P.R., Clements, D.L., Colombi, S., Colombo, L.P.L., Combet, C., Couchot, F., Coulais, A., Crill, B.P., Curto, A., Cuttaia, F., Danese, L., Davies, R.D., Davis, R.J., de Bernardis, P., de Rosa, A., de Zotti, G., Delabrouille, J., Désert, F.-X., Dickinson, C., Diego, J.M., Dole, H., Donzelli, S., Doré, O., Douspis, M., Ducout, A., Dupac, X., Efstathiou, G., Elsner, F., Enßlin, T.A., Eriksen, H.K., Falgarone, E., Fergusson, J., Finelli, F., Forni, O., Frailis, M., Fraisse, A.A., Franceschi, E., Frejsel, A., Galeotta, S., Galli, S., Ganga, K., Ghosh, T., Giard, M., Giraud-Héraud, Y., Gjerløw, E., González-Nuevo, J., Górski, K.M., Gratton, S., Gregorio, A., Gruppuso, A., Gudmundsson, J.E., Hansen, F.K., Hanson, D., Harrison, D.L., Helou, G., Henrot-Versillé, S., Hernández-Monteagudo, C., Herranz, D., Hildebrandt, S.R., Hivon, E., Hobson, M., Holmes, W.A., Hornstrup, A., Hovest, W., Huffenberger, K.M., Hurier, G., Jaffe, A.H., Jaffe, T.R., Jones, W.C., Juvela, M., Keihänen, E., Keskitalo, R., Kisner, T.S., Kneissl, R., Knoche, J., Kunz, M., Kurki-Suonio, H., Lagache, G., Lähteenmäki, A., Lamarre, J.-M., Lasenby, A., Lattanzi, M., Lawrence, C.R., Le Jeune, M., Leahy, J.P., Leonardi, R., Lesgourgues, J., Levrier, F., Liguori, M., Lilje, P.B., Linden-Vørnle, M., López-Caniego, M., Lubin, P.M., Macías-Pérez, J.F., Maggio, G., Maino, D., Mandolesi, N., Mangilli, A., Maris, M., Marshall, D.J., Martin, P.G., Martínez-González, E., Masi, S., Matarrese, S., Mazzotta, P., McGehee, P., Meinhold, P.R., Melchiorri, A., Mendes, L., Mennella, A., Migliaccio, M., Mitra, S., Miville-Deschênes, M.-A., Moneti, A., Montier, L., Morgante, G., Mortlock, D., Moss, A., Munshi, D., Murphy, J.A., Naselsky, P., Nati, F., Natoli, P., Netterfield, C.B., Nørgaard-Nielsen, H.U., Noviello, F., Novikov, D., Novikov, I., Orlando, E., Oxborrow, C.A., Paci, F., Pagano, L., Pajot, F., Paladini, R., Paoletti, D., Partridge, B., Pasian, F., Patanchon, G., Pearson, T.J., Perdereau, O., Perotto, L., Perrotta, F., Pettorino, V., Piacentini, F., Piat, M., Pierpaoli, E., Pietrobon, D., Plaszczynski, S., Pointecouteau, E., Polenta, G., Pratt, G.W., Prézeau, G., Prunet, S., Puget, J.-L., Rachen, J.P., Reach, W.T., Rebolo, R., Reinecke, M., Remazeilles, M., Renault, C., Renzi, A., Ristorcelli, I., Rocha, G., Rosset, C., Rossetti, M., Roudier, G., Rubiño-Martín, J.A., Rusholme, B., Sandri, M., Santos, D., Savelainen, M., Savini, G., Scott, D., Seiffert, M.D., Shellard, E.P.S., Spencer, L.D., Stolyarov, V., Stompor, R., Strong, A.W., Sudiwala, R., Sunyaev, R., Sutton, D., Suur-Uski, A.-S., Sygnet, J.-F., Tauber, J.A., Terenzi, L., Toffolatti, L., Tomasi, M., Tristram, M., Tucci, M., Tuovinen, J., Umana, G., Valenziano, L., Valiviita, J., Van Tent, B., Vielva, P., Villa, F., Wade, L.A., Wandelt, B.D., Wehus, I.K., Wilkinson, A., Yvon, D., Zacchei, A.
Lenguaje:eng
Publicado: 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1051/0004-6361/201525967
http://cds.cern.ch/record/1987165
_version_ 1780945481128476672
author Adam, R.
Ade, P.A.R.
Aghanim, N.
Alves, M.I.R.
Arnaud, M.
Ashdown, M.
Aumont, J.
Baccigalupi, C.
Banday, A.J.
Barreiro, R.B.
Bartlett, J.G.
Bartolo, N.
Battaner, E.
Benabed, K.
Benoît, A.
Benoit-Lévy, A.
Bernard, J.-P.
Bersanelli, M.
Bielewicz, P.
Bock, J.J.
Bonaldi, A.
Bonavera, L.
Bond, J.R.
Borrill, J.
Bouchet, F.R.
Boulanger, F.
Bucher, M.
Burigana, C.
Butler, R.C.
Calabrese, E.
Cardoso, J.-F.
Catalano, A.
Challinor, A.
Chamballu, A.
Chary, R.-R.
Chiang, H.C.
Christensen, P.R.
Clements, D.L.
Colombi, S.
Colombo, L.P.L.
Combet, C.
Couchot, F.
Coulais, A.
Crill, B.P.
Curto, A.
Cuttaia, F.
Danese, L.
Davies, R.D.
Davis, R.J.
de Bernardis, P.
de Rosa, A.
de Zotti, G.
Delabrouille, J.
Désert, F.-X.
Dickinson, C.
Diego, J.M.
Dole, H.
Donzelli, S.
Doré, O.
Douspis, M.
Ducout, A.
Dupac, X.
Efstathiou, G.
Elsner, F.
Enßlin, T.A.
Eriksen, H.K.
Falgarone, E.
Fergusson, J.
Finelli, F.
Forni, O.
Frailis, M.
Fraisse, A.A.
Franceschi, E.
Frejsel, A.
Galeotta, S.
Galli, S.
Ganga, K.
Ghosh, T.
Giard, M.
Giraud-Héraud, Y.
Gjerløw, E.
González-Nuevo, J.
Górski, K.M.
Gratton, S.
Gregorio, A.
Gruppuso, A.
Gudmundsson, J.E.
Hansen, F.K.
Hanson, D.
Harrison, D.L.
Helou, G.
Henrot-Versillé, S.
Hernández-Monteagudo, C.
Herranz, D.
Hildebrandt, S.R.
Hivon, E.
Hobson, M.
Holmes, W.A.
Hornstrup, A.
Hovest, W.
Huffenberger, K.M.
Hurier, G.
Jaffe, A.H.
Jaffe, T.R.
Jones, W.C.
Juvela, M.
Keihänen, E.
Keskitalo, R.
Kisner, T.S.
Kneissl, R.
Knoche, J.
Kunz, M.
Kurki-Suonio, H.
Lagache, G.
Lähteenmäki, A.
Lamarre, J.-M.
Lasenby, A.
Lattanzi, M.
Lawrence, C.R.
Le Jeune, M.
Leahy, J.P.
Leonardi, R.
Lesgourgues, J.
Levrier, F.
Liguori, M.
Lilje, P.B.
Linden-Vørnle, M.
López-Caniego, M.
Lubin, P.M.
Macías-Pérez, J.F.
Maggio, G.
Maino, D.
Mandolesi, N.
Mangilli, A.
Maris, M.
Marshall, D.J.
Martin, P.G.
Martínez-González, E.
Masi, S.
Matarrese, S.
Mazzotta, P.
McGehee, P.
Meinhold, P.R.
Melchiorri, A.
Mendes, L.
Mennella, A.
Migliaccio, M.
Mitra, S.
Miville-Deschênes, M.-A.
Moneti, A.
Montier, L.
Morgante, G.
Mortlock, D.
Moss, A.
Munshi, D.
Murphy, J.A.
Naselsky, P.
Nati, F.
Natoli, P.
Netterfield, C.B.
Nørgaard-Nielsen, H.U.
Noviello, F.
Novikov, D.
Novikov, I.
Orlando, E.
Oxborrow, C.A.
Paci, F.
Pagano, L.
Pajot, F.
Paladini, R.
Paoletti, D.
Partridge, B.
Pasian, F.
Patanchon, G.
Pearson, T.J.
Perdereau, O.
Perotto, L.
Perrotta, F.
Pettorino, V.
Piacentini, F.
Piat, M.
Pierpaoli, E.
Pietrobon, D.
Plaszczynski, S.
Pointecouteau, E.
Polenta, G.
Pratt, G.W.
Prézeau, G.
Prunet, S.
Puget, J.-L.
Rachen, J.P.
Reach, W.T.
Rebolo, R.
Reinecke, M.
Remazeilles, M.
Renault, C.
Renzi, A.
Ristorcelli, I.
Rocha, G.
Rosset, C.
Rossetti, M.
Roudier, G.
Rubiño-Martín, J.A.
Rusholme, B.
Sandri, M.
Santos, D.
Savelainen, M.
Savini, G.
Scott, D.
Seiffert, M.D.
Shellard, E.P.S.
Spencer, L.D.
Stolyarov, V.
Stompor, R.
Strong, A.W.
Sudiwala, R.
Sunyaev, R.
Sutton, D.
Suur-Uski, A.-S.
Sygnet, J.-F.
Tauber, J.A.
Terenzi, L.
Toffolatti, L.
Tomasi, M.
Tristram, M.
Tucci, M.
Tuovinen, J.
Umana, G.
Valenziano, L.
Valiviita, J.
Van Tent, B.
Vielva, P.
Villa, F.
Wade, L.A.
Wandelt, B.D.
Wehus, I.K.
Wilkinson, A.
Yvon, D.
Zacchei, A.
author_facet Adam, R.
Ade, P.A.R.
Aghanim, N.
Alves, M.I.R.
Arnaud, M.
Ashdown, M.
Aumont, J.
Baccigalupi, C.
Banday, A.J.
Barreiro, R.B.
Bartlett, J.G.
Bartolo, N.
Battaner, E.
Benabed, K.
Benoît, A.
Benoit-Lévy, A.
Bernard, J.-P.
Bersanelli, M.
Bielewicz, P.
Bock, J.J.
Bonaldi, A.
Bonavera, L.
Bond, J.R.
Borrill, J.
Bouchet, F.R.
Boulanger, F.
Bucher, M.
Burigana, C.
Butler, R.C.
Calabrese, E.
Cardoso, J.-F.
Catalano, A.
Challinor, A.
Chamballu, A.
Chary, R.-R.
Chiang, H.C.
Christensen, P.R.
Clements, D.L.
Colombi, S.
Colombo, L.P.L.
Combet, C.
Couchot, F.
Coulais, A.
Crill, B.P.
Curto, A.
Cuttaia, F.
Danese, L.
Davies, R.D.
Davis, R.J.
de Bernardis, P.
de Rosa, A.
de Zotti, G.
Delabrouille, J.
Désert, F.-X.
Dickinson, C.
Diego, J.M.
Dole, H.
Donzelli, S.
Doré, O.
Douspis, M.
Ducout, A.
Dupac, X.
Efstathiou, G.
Elsner, F.
Enßlin, T.A.
Eriksen, H.K.
Falgarone, E.
Fergusson, J.
Finelli, F.
Forni, O.
Frailis, M.
Fraisse, A.A.
Franceschi, E.
Frejsel, A.
Galeotta, S.
Galli, S.
Ganga, K.
Ghosh, T.
Giard, M.
Giraud-Héraud, Y.
Gjerløw, E.
González-Nuevo, J.
Górski, K.M.
Gratton, S.
Gregorio, A.
Gruppuso, A.
Gudmundsson, J.E.
Hansen, F.K.
Hanson, D.
Harrison, D.L.
Helou, G.
Henrot-Versillé, S.
Hernández-Monteagudo, C.
Herranz, D.
Hildebrandt, S.R.
Hivon, E.
Hobson, M.
Holmes, W.A.
Hornstrup, A.
Hovest, W.
Huffenberger, K.M.
Hurier, G.
Jaffe, A.H.
Jaffe, T.R.
Jones, W.C.
Juvela, M.
Keihänen, E.
Keskitalo, R.
Kisner, T.S.
Kneissl, R.
Knoche, J.
Kunz, M.
Kurki-Suonio, H.
Lagache, G.
Lähteenmäki, A.
Lamarre, J.-M.
Lasenby, A.
Lattanzi, M.
Lawrence, C.R.
Le Jeune, M.
Leahy, J.P.
Leonardi, R.
Lesgourgues, J.
Levrier, F.
Liguori, M.
Lilje, P.B.
Linden-Vørnle, M.
López-Caniego, M.
Lubin, P.M.
Macías-Pérez, J.F.
Maggio, G.
Maino, D.
Mandolesi, N.
Mangilli, A.
Maris, M.
Marshall, D.J.
Martin, P.G.
Martínez-González, E.
Masi, S.
Matarrese, S.
Mazzotta, P.
McGehee, P.
Meinhold, P.R.
Melchiorri, A.
Mendes, L.
Mennella, A.
Migliaccio, M.
Mitra, S.
Miville-Deschênes, M.-A.
Moneti, A.
Montier, L.
Morgante, G.
Mortlock, D.
Moss, A.
Munshi, D.
Murphy, J.A.
Naselsky, P.
Nati, F.
Natoli, P.
Netterfield, C.B.
Nørgaard-Nielsen, H.U.
Noviello, F.
Novikov, D.
Novikov, I.
Orlando, E.
Oxborrow, C.A.
Paci, F.
Pagano, L.
Pajot, F.
Paladini, R.
Paoletti, D.
Partridge, B.
Pasian, F.
Patanchon, G.
Pearson, T.J.
Perdereau, O.
Perotto, L.
Perrotta, F.
Pettorino, V.
Piacentini, F.
Piat, M.
Pierpaoli, E.
Pietrobon, D.
Plaszczynski, S.
Pointecouteau, E.
Polenta, G.
Pratt, G.W.
Prézeau, G.
Prunet, S.
Puget, J.-L.
Rachen, J.P.
Reach, W.T.
Rebolo, R.
Reinecke, M.
Remazeilles, M.
Renault, C.
Renzi, A.
Ristorcelli, I.
Rocha, G.
Rosset, C.
Rossetti, M.
Roudier, G.
Rubiño-Martín, J.A.
Rusholme, B.
Sandri, M.
Santos, D.
Savelainen, M.
Savini, G.
Scott, D.
Seiffert, M.D.
Shellard, E.P.S.
Spencer, L.D.
Stolyarov, V.
Stompor, R.
Strong, A.W.
Sudiwala, R.
Sunyaev, R.
Sutton, D.
Suur-Uski, A.-S.
Sygnet, J.-F.
Tauber, J.A.
Terenzi, L.
Toffolatti, L.
Tomasi, M.
Tristram, M.
Tucci, M.
Tuovinen, J.
Umana, G.
Valenziano, L.
Valiviita, J.
Van Tent, B.
Vielva, P.
Villa, F.
Wade, L.A.
Wandelt, B.D.
Wehus, I.K.
Wilkinson, A.
Yvon, D.
Zacchei, A.
author_sort Adam, R.
collection CERN
description Planck has mapped the microwave sky in nine frequency bands between 30 and 857 GHz in temperature and seven bands between 30 and 353 GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive a consistent set of full-sky astrophysical component maps. For the temperature analysis, we combine the Planck observations with the 9-year WMAP sky maps and the Haslam et al. 408 MHz map to derive a joint model of CMB, synchrotron, free-free, spinning dust, CO, line emission in the 94 and 100 GHz channels, and thermal dust emission. Full-sky maps are provided with angular resolutions varying between 7.5 arcmin and 1 deg. Global parameters (monopoles, dipoles, relative calibration, and bandpass errors) are fitted jointly with the sky model, and best-fit values are tabulated. For polarization, the model includes CMB, synchrotron, and thermal dust emission. These models provide excellent fits to the observed data, with rms temperature residuals smaller than 4 uK over 93% of the sky for all Planck frequencies up to 353 GHz, and fractional errors smaller than 1% in the remaining 7% of the sky. The main limitations of the temperature model at the lower frequencies are degeneracies among the spinning dust, free-free, and synchrotron components; additional observations from external low-frequency experiments will be essential to break these. The main limitations of the temperature model at the higher frequencies are uncertainties in the 545 and 857 GHz calibration and zero-points. For polarization, the main outstanding issues are instrumental systematics in the 100-353 GHz bands on large angular scales in the form of temperature-to-polarization leakage, uncertainties in the analog-to-digital conversion, and very long time constant corrections, all of which are expected to improve in the near future.
id cern-1987165
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
record_format invenio
spelling cern-19871652022-04-22T08:11:32Zdoi:10.1051/0004-6361/201525967http://cds.cern.ch/record/1987165engAdam, R.Ade, P.A.R.Aghanim, N.Alves, M.I.R.Arnaud, M.Ashdown, M.Aumont, J.Baccigalupi, C.Banday, A.J.Barreiro, R.B.Bartlett, J.G.Bartolo, N.Battaner, E.Benabed, K.Benoît, A.Benoit-Lévy, A.Bernard, J.-P.Bersanelli, M.Bielewicz, P.Bock, J.J.Bonaldi, A.Bonavera, L.Bond, J.R.Borrill, J.Bouchet, F.R.Boulanger, F.Bucher, M.Burigana, C.Butler, R.C.Calabrese, E.Cardoso, J.-F.Catalano, A.Challinor, A.Chamballu, A.Chary, R.-R.Chiang, H.C.Christensen, P.R.Clements, D.L.Colombi, S.Colombo, L.P.L.Combet, C.Couchot, F.Coulais, A.Crill, B.P.Curto, A.Cuttaia, F.Danese, L.Davies, R.D.Davis, R.J.de Bernardis, P.de Rosa, A.de Zotti, G.Delabrouille, J.Désert, F.-X.Dickinson, C.Diego, J.M.Dole, H.Donzelli, S.Doré, O.Douspis, M.Ducout, A.Dupac, X.Efstathiou, G.Elsner, F.Enßlin, T.A.Eriksen, H.K.Falgarone, E.Fergusson, J.Finelli, F.Forni, O.Frailis, M.Fraisse, A.A.Franceschi, E.Frejsel, A.Galeotta, S.Galli, S.Ganga, K.Ghosh, T.Giard, M.Giraud-Héraud, Y.Gjerløw, E.González-Nuevo, J.Górski, K.M.Gratton, S.Gregorio, A.Gruppuso, A.Gudmundsson, J.E.Hansen, F.K.Hanson, D.Harrison, D.L.Helou, G.Henrot-Versillé, S.Hernández-Monteagudo, C.Herranz, D.Hildebrandt, S.R.Hivon, E.Hobson, M.Holmes, W.A.Hornstrup, A.Hovest, W.Huffenberger, K.M.Hurier, G.Jaffe, A.H.Jaffe, T.R.Jones, W.C.Juvela, M.Keihänen, E.Keskitalo, R.Kisner, T.S.Kneissl, R.Knoche, J.Kunz, M.Kurki-Suonio, H.Lagache, G.Lähteenmäki, A.Lamarre, J.-M.Lasenby, A.Lattanzi, M.Lawrence, C.R.Le Jeune, M.Leahy, J.P.Leonardi, R.Lesgourgues, J.Levrier, F.Liguori, M.Lilje, P.B.Linden-Vørnle, M.López-Caniego, M.Lubin, P.M.Macías-Pérez, J.F.Maggio, G.Maino, D.Mandolesi, N.Mangilli, A.Maris, M.Marshall, D.J.Martin, P.G.Martínez-González, E.Masi, S.Matarrese, S.Mazzotta, P.McGehee, P.Meinhold, P.R.Melchiorri, A.Mendes, L.Mennella, A.Migliaccio, M.Mitra, S.Miville-Deschênes, M.-A.Moneti, A.Montier, L.Morgante, G.Mortlock, D.Moss, A.Munshi, D.Murphy, J.A.Naselsky, P.Nati, F.Natoli, P.Netterfield, C.B.Nørgaard-Nielsen, H.U.Noviello, F.Novikov, D.Novikov, I.Orlando, E.Oxborrow, C.A.Paci, F.Pagano, L.Pajot, F.Paladini, R.Paoletti, D.Partridge, B.Pasian, F.Patanchon, G.Pearson, T.J.Perdereau, O.Perotto, L.Perrotta, F.Pettorino, V.Piacentini, F.Piat, M.Pierpaoli, E.Pietrobon, D.Plaszczynski, S.Pointecouteau, E.Polenta, G.Pratt, G.W.Prézeau, G.Prunet, S.Puget, J.-L.Rachen, J.P.Reach, W.T.Rebolo, R.Reinecke, M.Remazeilles, M.Renault, C.Renzi, A.Ristorcelli, I.Rocha, G.Rosset, C.Rossetti, M.Roudier, G.Rubiño-Martín, J.A.Rusholme, B.Sandri, M.Santos, D.Savelainen, M.Savini, G.Scott, D.Seiffert, M.D.Shellard, E.P.S.Spencer, L.D.Stolyarov, V.Stompor, R.Strong, A.W.Sudiwala, R.Sunyaev, R.Sutton, D.Suur-Uski, A.-S.Sygnet, J.-F.Tauber, J.A.Terenzi, L.Toffolatti, L.Tomasi, M.Tristram, M.Tucci, M.Tuovinen, J.Umana, G.Valenziano, L.Valiviita, J.Van Tent, B.Vielva, P.Villa, F.Wade, L.A.Wandelt, B.D.Wehus, I.K.Wilkinson, A.Yvon, D.Zacchei, A.Planck 2015 results. X. Diffuse component separation: Foreground mapsAstrophysics and AstronomyPlanck has mapped the microwave sky in nine frequency bands between 30 and 857 GHz in temperature and seven bands between 30 and 353 GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive a consistent set of full-sky astrophysical component maps. For the temperature analysis, we combine the Planck observations with the 9-year WMAP sky maps and the Haslam et al. 408 MHz map to derive a joint model of CMB, synchrotron, free-free, spinning dust, CO, line emission in the 94 and 100 GHz channels, and thermal dust emission. Full-sky maps are provided with angular resolutions varying between 7.5 arcmin and 1 deg. Global parameters (monopoles, dipoles, relative calibration, and bandpass errors) are fitted jointly with the sky model, and best-fit values are tabulated. For polarization, the model includes CMB, synchrotron, and thermal dust emission. These models provide excellent fits to the observed data, with rms temperature residuals smaller than 4 uK over 93% of the sky for all Planck frequencies up to 353 GHz, and fractional errors smaller than 1% in the remaining 7% of the sky. The main limitations of the temperature model at the lower frequencies are degeneracies among the spinning dust, free-free, and synchrotron components; additional observations from external low-frequency experiments will be essential to break these. The main limitations of the temperature model at the higher frequencies are uncertainties in the 545 and 857 GHz calibration and zero-points. For polarization, the main outstanding issues are instrumental systematics in the 100-353 GHz bands on large angular scales in the form of temperature-to-polarization leakage, uncertainties in the analog-to-digital conversion, and very long time constant corrections, all of which are expected to improve in the near future.Planck has mapped the microwave sky in temperature over nine frequency bands between 30 and 857GHz and in polarization over seven frequency bands between 30 and 353GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive an internally consistent set of full-sky astrophysical component maps. Component separation dedicated to cosmic microwave background (CMB) reconstruction is described in a companion paper. For the temperature analysis, we combine the Planck observations with the 9-yr Wilkinson Microwave Anisotropy Probe (WMAP) sky maps and the Haslam et al. 408MHz map, to derive a joint model of CMB, synchrotron, free-free, spinning dust, CO, line emission in the 94 and 100GHz channels, and thermal dust emission. Full-sky maps are provided for each component, with an angular resolution varying between 7.́5 and 1deg. Global parameters (monopoles, dipoles, relative calibration, and bandpass errors) are fitted jointly with the sky model, and best-fit values are tabulated. For polarization, the model includes CMB, synchrotron, and thermal dust emission. These models provide excellent fits to the observed data, with rms temperature residuals smaller than 4muK over 93% of the sky for all Planck frequencies up to 353GHz, and fractional errors smaller than 1% in the remaining 7% of the sky. The main limitations of the temperature model at the lower frequencies are internal degeneracies among the spinning dust, free-free, and synchrotron components; additional observations from external low-frequency experiments will be essential to break these degeneracies. The main limitations of the temperature model at the higher frequencies are uncertainties in the 545 and 857GHz calibration and zero-points. For polarization, the main outstanding issues are instrumental systematics in the 100-353GHz bands on large angular scales in the form of temperature-to-polarization leakage, uncertainties in the analogue-to-digital conversion, and corrections for the very long time constant of the bolometer detectors, all of which are expected to improve in the near future.Planck has mapped the microwave sky in nine frequency bands between 30 and 857 GHz in temperature and seven bands between 30 and 353 GHz in polarization. In this paper we consider the problem of diffuse astrophysical component separation, and process these maps within a Bayesian framework to derive a consistent set of full-sky astrophysical component maps. For the temperature analysis, we combine the Planck observations with the 9-year WMAP sky maps and the Haslam et al. 408 MHz map to derive a joint model of CMB, synchrotron, free-free, spinning dust, CO, line emission in the 94 and 100 GHz channels, and thermal dust emission. Full-sky maps are provided with angular resolutions varying between 7.5 arcmin and 1 deg. Global parameters (monopoles, dipoles, relative calibration, and bandpass errors) are fitted jointly with the sky model, and best-fit values are tabulated. For polarization, the model includes CMB, synchrotron, and thermal dust emission. These models provide excellent fits to the observed data, with rms temperature residuals smaller than 4 uK over 93% of the sky for all Planck frequencies up to 353 GHz, and fractional errors smaller than 1% in the remaining 7% of the sky. The main limitations of the temperature model at the lower frequencies are degeneracies among the spinning dust, free-free, and synchrotron components; additional observations from external low-frequency experiments will be essential to break these. The main limitations of the temperature model at the higher frequencies are uncertainties in the 545 and 857 GHz calibration and zero-points. For polarization, the main outstanding issues are instrumental systematics in the 100-353 GHz bands on large angular scales in the form of temperature-to-polarization leakage, uncertainties in the analog-to-digital conversion, and very long time constant corrections, all of which are expected to improve in the near future.arXiv:1502.01588oai:cds.cern.ch:19871652015-02-05
spellingShingle Astrophysics and Astronomy
Adam, R.
Ade, P.A.R.
Aghanim, N.
Alves, M.I.R.
Arnaud, M.
Ashdown, M.
Aumont, J.
Baccigalupi, C.
Banday, A.J.
Barreiro, R.B.
Bartlett, J.G.
Bartolo, N.
Battaner, E.
Benabed, K.
Benoît, A.
Benoit-Lévy, A.
Bernard, J.-P.
Bersanelli, M.
Bielewicz, P.
Bock, J.J.
Bonaldi, A.
Bonavera, L.
Bond, J.R.
Borrill, J.
Bouchet, F.R.
Boulanger, F.
Bucher, M.
Burigana, C.
Butler, R.C.
Calabrese, E.
Cardoso, J.-F.
Catalano, A.
Challinor, A.
Chamballu, A.
Chary, R.-R.
Chiang, H.C.
Christensen, P.R.
Clements, D.L.
Colombi, S.
Colombo, L.P.L.
Combet, C.
Couchot, F.
Coulais, A.
Crill, B.P.
Curto, A.
Cuttaia, F.
Danese, L.
Davies, R.D.
Davis, R.J.
de Bernardis, P.
de Rosa, A.
de Zotti, G.
Delabrouille, J.
Désert, F.-X.
Dickinson, C.
Diego, J.M.
Dole, H.
Donzelli, S.
Doré, O.
Douspis, M.
Ducout, A.
Dupac, X.
Efstathiou, G.
Elsner, F.
Enßlin, T.A.
Eriksen, H.K.
Falgarone, E.
Fergusson, J.
Finelli, F.
Forni, O.
Frailis, M.
Fraisse, A.A.
Franceschi, E.
Frejsel, A.
Galeotta, S.
Galli, S.
Ganga, K.
Ghosh, T.
Giard, M.
Giraud-Héraud, Y.
Gjerløw, E.
González-Nuevo, J.
Górski, K.M.
Gratton, S.
Gregorio, A.
Gruppuso, A.
Gudmundsson, J.E.
Hansen, F.K.
Hanson, D.
Harrison, D.L.
Helou, G.
Henrot-Versillé, S.
Hernández-Monteagudo, C.
Herranz, D.
Hildebrandt, S.R.
Hivon, E.
Hobson, M.
Holmes, W.A.
Hornstrup, A.
Hovest, W.
Huffenberger, K.M.
Hurier, G.
Jaffe, A.H.
Jaffe, T.R.
Jones, W.C.
Juvela, M.
Keihänen, E.
Keskitalo, R.
Kisner, T.S.
Kneissl, R.
Knoche, J.
Kunz, M.
Kurki-Suonio, H.
Lagache, G.
Lähteenmäki, A.
Lamarre, J.-M.
Lasenby, A.
Lattanzi, M.
Lawrence, C.R.
Le Jeune, M.
Leahy, J.P.
Leonardi, R.
Lesgourgues, J.
Levrier, F.
Liguori, M.
Lilje, P.B.
Linden-Vørnle, M.
López-Caniego, M.
Lubin, P.M.
Macías-Pérez, J.F.
Maggio, G.
Maino, D.
Mandolesi, N.
Mangilli, A.
Maris, M.
Marshall, D.J.
Martin, P.G.
Martínez-González, E.
Masi, S.
Matarrese, S.
Mazzotta, P.
McGehee, P.
Meinhold, P.R.
Melchiorri, A.
Mendes, L.
Mennella, A.
Migliaccio, M.
Mitra, S.
Miville-Deschênes, M.-A.
Moneti, A.
Montier, L.
Morgante, G.
Mortlock, D.
Moss, A.
Munshi, D.
Murphy, J.A.
Naselsky, P.
Nati, F.
Natoli, P.
Netterfield, C.B.
Nørgaard-Nielsen, H.U.
Noviello, F.
Novikov, D.
Novikov, I.
Orlando, E.
Oxborrow, C.A.
Paci, F.
Pagano, L.
Pajot, F.
Paladini, R.
Paoletti, D.
Partridge, B.
Pasian, F.
Patanchon, G.
Pearson, T.J.
Perdereau, O.
Perotto, L.
Perrotta, F.
Pettorino, V.
Piacentini, F.
Piat, M.
Pierpaoli, E.
Pietrobon, D.
Plaszczynski, S.
Pointecouteau, E.
Polenta, G.
Pratt, G.W.
Prézeau, G.
Prunet, S.
Puget, J.-L.
Rachen, J.P.
Reach, W.T.
Rebolo, R.
Reinecke, M.
Remazeilles, M.
Renault, C.
Renzi, A.
Ristorcelli, I.
Rocha, G.
Rosset, C.
Rossetti, M.
Roudier, G.
Rubiño-Martín, J.A.
Rusholme, B.
Sandri, M.
Santos, D.
Savelainen, M.
Savini, G.
Scott, D.
Seiffert, M.D.
Shellard, E.P.S.
Spencer, L.D.
Stolyarov, V.
Stompor, R.
Strong, A.W.
Sudiwala, R.
Sunyaev, R.
Sutton, D.
Suur-Uski, A.-S.
Sygnet, J.-F.
Tauber, J.A.
Terenzi, L.
Toffolatti, L.
Tomasi, M.
Tristram, M.
Tucci, M.
Tuovinen, J.
Umana, G.
Valenziano, L.
Valiviita, J.
Van Tent, B.
Vielva, P.
Villa, F.
Wade, L.A.
Wandelt, B.D.
Wehus, I.K.
Wilkinson, A.
Yvon, D.
Zacchei, A.
Planck 2015 results. X. Diffuse component separation: Foreground maps
title Planck 2015 results. X. Diffuse component separation: Foreground maps
title_full Planck 2015 results. X. Diffuse component separation: Foreground maps
title_fullStr Planck 2015 results. X. Diffuse component separation: Foreground maps
title_full_unstemmed Planck 2015 results. X. Diffuse component separation: Foreground maps
title_short Planck 2015 results. X. Diffuse component separation: Foreground maps
title_sort planck 2015 results. x. diffuse component separation: foreground maps
topic Astrophysics and Astronomy
url https://dx.doi.org/10.1051/0004-6361/201525967
http://cds.cern.ch/record/1987165
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AT munshid planck2015resultsxdiffusecomponentseparationforegroundmaps
AT murphyja planck2015resultsxdiffusecomponentseparationforegroundmaps
AT naselskyp planck2015resultsxdiffusecomponentseparationforegroundmaps
AT natif planck2015resultsxdiffusecomponentseparationforegroundmaps
AT natolip planck2015resultsxdiffusecomponentseparationforegroundmaps
AT netterfieldcb planck2015resultsxdiffusecomponentseparationforegroundmaps
AT nørgaardnielsenhu planck2015resultsxdiffusecomponentseparationforegroundmaps
AT noviellof planck2015resultsxdiffusecomponentseparationforegroundmaps
AT novikovd planck2015resultsxdiffusecomponentseparationforegroundmaps
AT novikovi planck2015resultsxdiffusecomponentseparationforegroundmaps
AT orlandoe planck2015resultsxdiffusecomponentseparationforegroundmaps
AT oxborrowca planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pacif planck2015resultsxdiffusecomponentseparationforegroundmaps
AT paganol planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pajotf planck2015resultsxdiffusecomponentseparationforegroundmaps
AT paladinir planck2015resultsxdiffusecomponentseparationforegroundmaps
AT paolettid planck2015resultsxdiffusecomponentseparationforegroundmaps
AT partridgeb planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pasianf planck2015resultsxdiffusecomponentseparationforegroundmaps
AT patanchong planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pearsontj planck2015resultsxdiffusecomponentseparationforegroundmaps
AT perdereauo planck2015resultsxdiffusecomponentseparationforegroundmaps
AT perottol planck2015resultsxdiffusecomponentseparationforegroundmaps
AT perrottaf planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pettorinov planck2015resultsxdiffusecomponentseparationforegroundmaps
AT piacentinif planck2015resultsxdiffusecomponentseparationforegroundmaps
AT piatm planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pierpaolie planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pietrobond planck2015resultsxdiffusecomponentseparationforegroundmaps
AT plaszczynskis planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pointecouteaue planck2015resultsxdiffusecomponentseparationforegroundmaps
AT polentag planck2015resultsxdiffusecomponentseparationforegroundmaps
AT prattgw planck2015resultsxdiffusecomponentseparationforegroundmaps
AT prezeaug planck2015resultsxdiffusecomponentseparationforegroundmaps
AT prunets planck2015resultsxdiffusecomponentseparationforegroundmaps
AT pugetjl planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rachenjp planck2015resultsxdiffusecomponentseparationforegroundmaps
AT reachwt planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rebolor planck2015resultsxdiffusecomponentseparationforegroundmaps
AT reineckem planck2015resultsxdiffusecomponentseparationforegroundmaps
AT remazeillesm planck2015resultsxdiffusecomponentseparationforegroundmaps
AT renaultc planck2015resultsxdiffusecomponentseparationforegroundmaps
AT renzia planck2015resultsxdiffusecomponentseparationforegroundmaps
AT ristorcellii planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rochag planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rossetc planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rossettim planck2015resultsxdiffusecomponentseparationforegroundmaps
AT roudierg planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rubinomartinja planck2015resultsxdiffusecomponentseparationforegroundmaps
AT rusholmeb planck2015resultsxdiffusecomponentseparationforegroundmaps
AT sandrim planck2015resultsxdiffusecomponentseparationforegroundmaps
AT santosd planck2015resultsxdiffusecomponentseparationforegroundmaps
AT savelainenm planck2015resultsxdiffusecomponentseparationforegroundmaps
AT savinig planck2015resultsxdiffusecomponentseparationforegroundmaps
AT scottd planck2015resultsxdiffusecomponentseparationforegroundmaps
AT seiffertmd planck2015resultsxdiffusecomponentseparationforegroundmaps
AT shellardeps planck2015resultsxdiffusecomponentseparationforegroundmaps
AT spencerld planck2015resultsxdiffusecomponentseparationforegroundmaps
AT stolyarovv planck2015resultsxdiffusecomponentseparationforegroundmaps
AT stomporr planck2015resultsxdiffusecomponentseparationforegroundmaps
AT strongaw planck2015resultsxdiffusecomponentseparationforegroundmaps
AT sudiwalar planck2015resultsxdiffusecomponentseparationforegroundmaps
AT sunyaevr planck2015resultsxdiffusecomponentseparationforegroundmaps
AT suttond planck2015resultsxdiffusecomponentseparationforegroundmaps
AT suuruskias planck2015resultsxdiffusecomponentseparationforegroundmaps
AT sygnetjf planck2015resultsxdiffusecomponentseparationforegroundmaps
AT tauberja planck2015resultsxdiffusecomponentseparationforegroundmaps
AT terenzil planck2015resultsxdiffusecomponentseparationforegroundmaps
AT toffolattil planck2015resultsxdiffusecomponentseparationforegroundmaps
AT tomasim planck2015resultsxdiffusecomponentseparationforegroundmaps
AT tristramm planck2015resultsxdiffusecomponentseparationforegroundmaps
AT tuccim planck2015resultsxdiffusecomponentseparationforegroundmaps
AT tuovinenj planck2015resultsxdiffusecomponentseparationforegroundmaps
AT umanag planck2015resultsxdiffusecomponentseparationforegroundmaps
AT valenzianol planck2015resultsxdiffusecomponentseparationforegroundmaps
AT valiviitaj planck2015resultsxdiffusecomponentseparationforegroundmaps
AT vantentb planck2015resultsxdiffusecomponentseparationforegroundmaps
AT vielvap planck2015resultsxdiffusecomponentseparationforegroundmaps
AT villaf planck2015resultsxdiffusecomponentseparationforegroundmaps
AT wadela planck2015resultsxdiffusecomponentseparationforegroundmaps
AT wandeltbd planck2015resultsxdiffusecomponentseparationforegroundmaps
AT wehusik planck2015resultsxdiffusecomponentseparationforegroundmaps
AT wilkinsona planck2015resultsxdiffusecomponentseparationforegroundmaps
AT yvond planck2015resultsxdiffusecomponentseparationforegroundmaps
AT zaccheia planck2015resultsxdiffusecomponentseparationforegroundmaps