Trend analysis of MODIS NDVI time series and its relationship to temperature and precipitation in Northeastern of Iran

被引:5
作者
Dastigerdi, Morteza [1 ]
Nadi, Mehdi [1 ]
Sarjaz, Mahmoud Raeini [1 ]
Kiapasha, Khadijeh [2 ]
机构
[1] Sari Agr Sci & Nat Resources Univ, Dept Water Engn, Sari, Iran
[2] Univ Tehran, Dept Forestry Sci, Karaj, Iran
关键词
Vegetation; Climate change; Greening; Browning; Mann-Kendall; Northern and Razavi Khorasan provinces; VEGETATION TRENDS; CLIMATE-CHANGE; CENTRAL-ASIA; IMPACTS; GIMMS; BASIN;
D O I
10.1007/s10661-024-12463-y
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Vegetation plays a crucial role in providing organic matter and regulating energy exchange on the Earth's surface. This study investigates the changes in vegetation cover, temperature, and precipitation in northeastern Iran during 2001-2020. MODIS-NDVI time series data and climatic data from 11 synoptic stations were utilized. The nonparametric Mann-Kendall method was employed to detect trends in vegetation cover and climatic variables. Additionally, the correlation between climatic parameters and vegetation was examined. Trend analysis revealed significant increases/decreases in vegetation cover in 32%/26% of the region, respectively. The increasing trend in vegetation cover was predominantly observed in highlands, suggesting that a warmer climate has enhanced the living conditions for plants in these regions. The vegetation trend map indicates an expansion of vegetation cover in the northern and central parts of Iran during the past 20 years, whereas the southern and eastern portions experienced declines. The relationship between vegetation and elevation revealed that vegetation increased above 1,850 m and decreased below 850 m. Trend analysis showed no significant trend in precipitation data since the beginning of the twenty-first century, but an increasing trend in temperature was observed in 82% of the region's area, excluding the western strip. Correlation coefficients between temperature, precipitation, and vegetation indicated that declining temperatures are the limiting factors for vegetation in the highlands, while in lowland areas, the decrease in precipitation significantly diminishes vegetation growth.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Detection and mapping of burnt areas from time series of MODIS-derived NDVI data in a Mediterranean region
    Garcia, Miguel A.
    Alloza, Jose A.
    Mayor, Angeles G.
    Bautista, Susana
    Rodriguez, Francisco
    CENTRAL EUROPEAN JOURNAL OF GEOSCIENCES, 2014, 6 (01): : 112 - 120
  • [42] MODIS-derived EVI, NDVI and WDRVI time series to estimate phenological metrics in French deciduous forests
    Testa, S.
    Soudani, K.
    Boschetti, L.
    Mondino, E. Borgogno
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 64 : 132 - 144
  • [43] Trend analysis of precipitation and temperature in Lahaul-Spiti district, Himachal Pradesh, India
    Kumar, Pankaj
    Deka, Dhanjit
    Husain, Md. Arif
    Kumar, Manish
    Choudhari, Pandurang
    Singh, Shipra
    Kamil, Azka
    Banerjee, Abhishek
    FRONTIERS IN CLIMATE, 2025, 6
  • [44] Identification of extreme temperature and precipitation patterns in Spain based on multiscale analysis of time series
    Palacios-Gutierrez, Arnobio
    Valencia-Delfa, Jose Luis
    Villeta, Maria
    NATURAL HAZARDS, 2025, : 7991 - 8009
  • [45] Trend analysis of long-term temperature time series in the Greater Toronto Area (GTA)
    Mohsin, Tanzina
    Gough, William A.
    THEORETICAL AND APPLIED CLIMATOLOGY, 2010, 101 (3-4) : 311 - 327
  • [46] Regional fire occurrence in Southern Africa using BFAST iterative break detection in seasonal and trend components of a MODIS time series
    Marden, Alex W.
    Meyer, Thoralf
    Meyer, Kelley A. Crews
    SOUTH AFRICAN GEOGRAPHICAL JOURNAL, 2023, 105 (02) : 200 - 221
  • [47] Spatial analysis of precipitation time series over the Upper Indus Basin
    Latif, Yasir
    Yaoming, Ma
    Yaseen, Muhammad
    THEORETICAL AND APPLIED CLIMATOLOGY, 2018, 131 (1-2) : 761 - 775
  • [48] The application of time-series MODIS NDVI profiles for the acquisition of crop information across Afghanistan
    Simms, Daniel M.
    Waine, Toby W.
    Taylor, John C.
    Juniper, Graham R.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 35 (16) : 6234 - 6254
  • [49] Improved Historical Temperature and Precipitation Time Series for U.S. Climate Divisions
    Vose, Russell S.
    Applequist, Scott
    Squires, Mike
    Durre, Imke
    Menne, Matthew J.
    Williams, Claude N., Jr.
    Fenimore, Chris
    Gleason, Karin
    Arndt, Derek
    JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2014, 53 (05) : 1232 - 1251
  • [50] Mountain agriculture extraction from time-series MODIS NDVI using dynamic time warping technique
    Mondal, Saptarshi
    Jeganathan, C.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 39 (11) : 3679 - 3704