Detection of interannual variation of vegetation in middle and southern Italy during 1985-1999 with 1 km NOAA AVHRR NDVI data

被引:41
作者
Cuomo, V [1 ]
Lanfredi, M
Lasaponara, R
Macchiato, MF
Simoniello, T
机构
[1] Ist Nazl Fis Mat, Unita Napoli, Naples, Italy
[2] CNR, Ist Meteodol Avanzate Anal Ambientale, I-85050 Tito, PZ, Italy
[3] Univ Basilicata, Dipartimento Ingn & Fis Ambiente, I-85100 Potenza, Italy
[4] Univ Naples Federico II, Dipartimento Sci Fis, Naples, Italy
[5] Univ Roma La Sapienza, Dept Info Com, I-00184 Rome, Italy
关键词
D O I
10.1029/2001JD900166
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The potential of NOAA-advanced very high resolution radiometer (AVHRR) time series for environmental studies was investigated at the pixel scale. We analyzed a multitemporal set of annual maximum value composite (MVC) of normalized difference vegetation index. Local area coverage data of middle and southern Italy were processed from measurements taken between 1985 and 1999 of the afternoon viewing of NOAA9, 11, and 14. Significant artificial anomalies were found due to satellite switch, short-wave calibration instability and illumination effects. We removed such systematic errors and achieved a strong reduction of standard deviation values (around 50%). Interesting results were obtained from a change detection analysis performed at the pixel level. Outcomes from satellite-based analysis were compared with independent time series data, such as ancillary meteorological data, forest fire archives, and results from field surveys. Results showed that the geographical areas where MVC data indicated a decrease in vegetation activity match well with areas affected by forest fires, intense human activity, or rapid decline of coniferous forests. In contrast, an increase in MVC was found in regions recently involved in a growth of intensive fanning or invaded by alien plants which are now recognized as a threat to native species. Our exploratory results indicate that high-quality AVHRR data can profitably support studies on interannual dynamics of surface parameters. In particular, our parameterization of illumination and calibration adjustments can be directly applied to Mediterranean-like ecosystems.
引用
收藏
页码:17863 / 17876
页数:14
相关论文
共 45 条
[21]   On the use of long-term global data of land reflectances and vegetation indices derived from the advanced very high resolution radiometer [J].
Gutman, GG .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D6) :6241-6255
[23]   High temporal resolution NDVI phenology from micrometeorological radiation sensors [J].
Huemmrich, KF ;
Black, TA ;
Jarvis, PG ;
McCaughey, JH ;
Hall, FG .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D22) :27935-27944
[24]   CALIBRATION OF THE AVHRR VISIBLE AND NEAR-IR BANDS BY ATMOSPHERIC SCATTERING, OCEAN GLINT AND DESERT REFLECTION [J].
KAUFMAN, YJ ;
HOLBEN, BN .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1993, 14 (01) :21-52
[25]   Signal degradation of the AVHRR shortwave channels of NOAA 11 and NOAA 14 by daily monitoring of desert targets [J].
Koslowsky, D .
CALIBRATION AND INTERCALIBRATION OF SATELLITE SENSORS AND EARLY RESULTS OF RADARSAT, 1997, 19 (09) :1355-1358
[26]  
KOSLOWSKY D, 1998, P 9 C SAT MET OC AM, P38
[27]   Comparison of TOMS and AVHRR volcanic ash retrievals from the August 1992 eruption of Mt. Spurr [J].
Krotkov, NA ;
Torres, O ;
Seftor, C ;
Krueger, AJ ;
Kostinski, A ;
Rose, WI ;
Bluth, GJS ;
Schneider, D ;
Schaefer, SJ .
GEOPHYSICAL RESEARCH LETTERS, 1999, 26 (04) :455-458
[28]   SPATIAL AND TEMPORAL VARIATIONS IN THE PREVALENCE OF GROWTH DECLINE IN RED SPRUCE POPULATIONS OF THE NORTHEASTERN UNITED-STATES - REPLY [J].
LEBLANC, DC .
CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE, 1993, 23 (07) :1494-1496
[29]   The detection of enhanced carbon monoxide abundances in remotely sensed infrared spectra of a forest fire smoke plume [J].
McMillan, WW ;
Strow, LL ;
Smith, WL ;
Revercomb, HE ;
Huang, HL .
GEOPHYSICAL RESEARCH LETTERS, 1996, 23 (22) :3199-3202
[30]   Satellite-based identification of linked vegetation index and sea surface temperature anomaly areas from 1982-1990 for Africa, Australia and South America [J].
Myneni, RB ;
Los, SO ;
Tucker, CJ .
GEOPHYSICAL RESEARCH LETTERS, 1996, 23 (07) :729-732