Using long term NOAA-AVHRR NDVI time-series data for desertification monitoring in South Tunisia.

被引:0
|
作者
Elmzoughi, Amor [1 ]
Zribi, Mehriz [2 ]
Abdelfattah, Riadh [1 ]
Belhadj, Ziad [1 ]
机构
[1] URISA, Ecole Suprieure Commun, Route Raoued 3-5 Km, Ariana 2083, Tunisia
[2] Centre Univ Versailles Saint Quentin, CETP, CNRS, Dept Observat Terre, F-78140 Vlizy, France
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we demonstrate the possibility of use of only long term NOAA-AVHRR NDVI time-series data, without need to any precipitation data, for assessing desertification conditions in south Tunisia. Our Idea is based on the study of the minimum NDVI trend in stead of the maximum one. Motivation behind this idea is that the minimum NDVI is much less correlated to the precipitation compared to the maximum NDVI. We propose to use linear regression to determine trends in minimum NDVI. Negative trends indicates a consistently environmental degradation and that the studied pixel is under desertification. More significative results have been obtained throw the Application of the t-student test to compute the 90% confidence interval. Results suggest that the trend must be less than a threshold value of (-10(-4)) in stead of zero. Obtained results are validated by comparison with a list of sites that are classified as desertification threatened sites by the a qualified institute. Indeed, the proposed method succeeds to extract all the indicated desertification sites.
引用
收藏
页码:712 / +
页数:2
相关论文
共 50 条
  • [21] Crop identification using harmonic analysis of time-series AVHRR NDVI data
    Jakubauskas, ME
    Legates, DR
    Kastens, JH
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2002, 37 (1-3) : 127 - 139
  • [22] USE OF NOAA-AVHRR NDVI DATA FOR ENVIRONMENTAL MONITORING AND CROP FORECASTING IN THE SAHEL - PRELIMINARY-RESULTS
    MASELLI, F
    CONESE, C
    PETKOV, L
    GILABERT, MA
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1992, 13 (14) : 2743 - 2749
  • [23] An integrated long time series of 1km resolution NDVI for Europe from the NOAA-AVHRR and SPOT-VEGETATION sensors
    Swinnen, Else
    Claes, Patrick
    Eerens, Herman
    Heyns, Walter
    Piccard, Isabelle
    Viaene, Peter
    2007 INTERNATIONAL WORKSHOP ON THE ANALYSIS OF MULTI-TEMPORAL REMOTE SENSING IMAGES, 2007, : 286 - 290
  • [24] Generation of long time series of burn area maps of the boreal forest from NOAA-AVHRR composite data
    Chuvieco, Emilio
    Englefield, Peter
    Trishchenko, Alexander P.
    Luo, Yi
    REMOTE SENSING OF ENVIRONMENT, 2008, 112 (05) : 2381 - 2396
  • [25] Detecting Climate Effects on Vegetation in Northern Mixed Prairie Using NOAA AVHRR 1-km Time-Series NDVI Data
    Li, Zhaoqin
    Guo, Xulin
    REMOTE SENSING, 2012, 4 (01) : 120 - 134
  • [26] Monitoring of winter crop status in Bulgaria using a series of NOAA AVHRR NDVI images
    Roumenina, E.
    Filchev, L.
    Naydenova, V.
    Jelev, G.
    Dimitrov, P.
    Vassilev, V.
    Kraleva, L.
    Canadian Journal of Remote Sensing, 2010, 36 (SUPPL. 2)
  • [27] Monitoring of winter crop status in Bulgaria using a series of NOAA AVHRR NDVI images
    Roumenina, E.
    Filchev, L.
    Naydenova, V.
    Jelev, G.
    Dimitrov, P.
    Vassilev, V.
    Kraleva, L.
    CANADIAN JOURNAL OF REMOTE SENSING, 2010, 36 : S224 - S230
  • [28] Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981-2003
    Anyamba, A
    Tucker, CJ
    JOURNAL OF ARID ENVIRONMENTS, 2005, 63 (03) : 596 - 614
  • [29] Use of NDVI/AVHRR time-series profiles for soybean crop monitoring in Brazil
    Esquerdo, J. C. D. M.
    Zullo Junior, J.
    Antunes, J. F. G.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (13) : 3711 - 3727
  • [30] Reconstructing pathfinder AVHRR land NDVI time-series data for the Northwest of China
    Ma, Mingguo
    Veroustraete, Frank
    NATURAL HAZARDS AND OCEANOGRAPHIC PROCESSES FROM SATELLITE DATA, 2006, 37 (04): : 835 - 840