Neural network solution for temperature profile retrieval from infrared spectra with high spectral resolution
Tóm tắt
A method based on artificial neural network for atmospheric temperature profile retrieval from spectra measured by nadir viewing high resolution Fourier transform spectrometers is presented. Very fast retrieval of temperature profile is approached. Impact of instrument noise on the retrieval results is considered. Copyright © 2003 Royal Meteorological Society. Published by Elsevier Ltd. All rights reserved.
Tài liệu tham khảo
10.1109/36.763277
Beer, R., 1994, Tropospheric emission spectrometer (TES), Proc. Fifth Workshop ASSFTS, Nov.30–Dec.2, 77
10.1029/95JD03577
Callan, R., 1999, The Essence of Neural Networks
10.1364/JOSA.58.001634
10.1175/1520-0469(1970)027<0960:IPIRTD>2.0.CO;2
10.1175/1520-0450(1985)024<0128:TIIIMA>2.0.CO;2
10.1175/1520-0450(1998)037<1385:ANNAFA>2.0.CO;2
10.1002/qj.49712656319
10.1175/1520-0426(1994)011<0105:TPWNNI>2.0.CO;2
Dorffner, G., 1997, Neural networks and new artificial intelligence
10.1117/12.375397
Gribanov, K.G., 2001, A new software tool for radiative transfer calculations and its application to IMG/ADEOS data, JQRST, 68, 435
10.1029/1999JD900431
10.1016/0893-6080(89)90020-8
IMG Project Technical Report 1999. In:Kobayashi H. (Ed.) IMG Mission Operation and Verification Committee CRIEPI March 30.
Javelle, P., 1994, IASI instrument overview, Proc. Fifth Workshop on ASSFTS, Nov.30th–Dec.2nd, 1
Kondo, K., 2002, Mission objectives and instrument design concept of Earth CARE FTS, Proc. SPIE, 4897
10.1175/1520-0450(1999)038<0501:ANPRAI>2.0.CO;2
Nakajima, N., 1997, IMG current status and mission operation plan, The Second ADEOS Symposium/Workshop: Proc. Yokohama, Japan, 389
10.1364/JOSA.66.000259
10.1016/S0022-4073(97)00208-2
10.1029/RG014i004p00609
10.1029/JD095iD05p05587
Rogers, C.D., 2000, Inverse methods for atmospheric sounding, Theory and practice. World Scientific
10.1016/S0022-4073(98)00078-8
10.1364/AO.30.001117
10.1109/36.655325
Strow, L.L., 1993, High Spectral Resolution Infrared Remote Sensing for Earth's Weather and Climate Studies
10.1016/S0022-4073(97)00169-6