surface solar irradiance;
satellite-derived;
homogeneity;
break detection;
SWEDISH TEMPERATURE DATA;
CLIMATE DATA;
OPERATIONAL CALIBRATION;
RADIATION;
HOMOGENIZATION;
RECORDS;
IMAGES;
SERIES;
TRENDS;
ISCCP;
D O I:
10.3390/rs6010352
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
A satellite-based climate record of monthly mean surface solar irradiance (SIS) is investigated with regard to possible inhomogeneities in time. The data record is provided by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT) Satellite Application Facility on Climate Monitoring (CM SAF) for the period of 1983 to 2005, covering a disk area between +/- 70 degrees in latitude and longitude. The Standard Normal Homogeneity Test (SNHT) and two other homogeneity tests are applied with and without the use of reference SIS data (from the Baseline Surface Radiation Network (BSRN) and from the ECMWF (European Centre for Medium-Range Weather Forecasts) ERA -Interim reanalysis. The focus is on the detection of break-like inhomogeneities, which may occur due to satellite or SIS retrieval algorithm changes. In comparison with the few suitable BSRN SIS observation series with limited extension in time (no data before 1992), the CM SAF SIS time series do not show significant inhomogeneities, even though slight discrepancies in the surface measurements appear. The investigation of the full CM SAF SIS domain reveal inhomogeneities related to most of the documented satellite and retrieval changes, but only for relatively small domain fractions (especially in mountainous desert-like areas in Africa). In these regions the retrieval algorithm is not capable of adjusting for the changes of the satellite instruments. For other areas, e.g., Europe, no such breaks in the time series are found. We conclude that the CM SAF SIS data record has to be further assessed and regionally homogenized before climate trend investigations can be conducted.
机构:
ENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, ItalyENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, Italy
Esposito, Elena
Leanza, Gianni
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ENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, ItalyENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, Italy
Leanza, Gianni
Di Francia, Girolamo
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ENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, ItalyENEA Italian Natl Agcy New Technol Energy & Sustai, Res Ctr Portici, Ple E Fermi 1, I-80055 Naples, Italy
机构:
Univ Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, SpainUniv Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, Spain
Aguiar, L. Mazorra
Polo, J.
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CIEMAT, Photovolta Solar Energy Unit, Renewable Energy Div, Avda Computense 90, Madrid 28040, SpainUniv Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, Spain
Polo, J.
Vindel, J. M.
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CIEMAT, Renewable Energy Div, Avda Computense 40, Madrid 28040, SpainUniv Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, Spain
Vindel, J. M.
Oliver, A.
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Univ Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, SpainUniv Las Palmas Gran Canaria, Univ Inst Intelligent Syst & Numer Applicat Engn, Edificio Cent Parque Tecnol,Campus Tafira, Las Palmas Gran Canaria 35017, Spain
机构:
European Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, ItalyEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Sebastianelli, Alessandro
Serva, Federico
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European Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Natl Res Council CNR, Via Fosso Cavaliere 100, I-00133 Rome, ItalyEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Serva, Federico
Ceschini, Andrea
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Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun, Via Eudossiana 18, I-00184 Rome, ItalyEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Ceschini, Andrea
Paletta, Quentin
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European Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
European Space Agcy, Climate Off, Fermi Ave,Harwell Campus, Didcot OX11 0FD, Oxon, EnglandEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Paletta, Quentin
Panella, Massimo
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Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun, Via Eudossiana 18, I-00184 Rome, ItalyEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy
Panella, Massimo
Le Saux, Bertrand
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European Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, ItalyEuropean Space Agcy, Q Lab, Via Galileo Galilei 1, I-00044 Frascati, Italy