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

被引:8
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 52 条
[21]   A commentary review on the use of normalized difference vegetation index (NDVI) in the era of popular remote sensing [J].
Huang, Sha ;
Tang, Lina ;
Hupy, Joseph P. ;
Wang, Yang ;
Shao, Guofan .
JOURNAL OF FORESTRY RESEARCH, 2021, 32 (01) :1-6
[22]   Detecting changes in vegetation trends using time series segmentation [J].
Jamali, Sadegh ;
Jonsson, Per ;
Eklundh, Lars ;
Ardo, Jonas ;
Seaquist, Jonathan .
REMOTE SENSING OF ENVIRONMENT, 2015, 156 :182-195
[23]  
Kendall M. G., 1948, Rank correlation methods.
[24]  
Khaledi S., 2022, Scientific-Research Quarterly of Geographical Data (SEPEHR), V31, P179
[25]  
Kiapasha K., 2017, Forest and Wood Products, V70, P409
[26]   Trends in Phenological Parameters and Relationship Between Land Surface Phenology and Climate Data in the Hyrcanian Forests of Iran [J].
Kiapasha, Khadije ;
Darvishsefat, Ali Asghar ;
Julien, Yves ;
Sobrino, Jose A. ;
Zargham, Nosratoallah ;
Attarod, Pedram ;
Schaepman, Michael E. .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (11) :4961-4970
[27]   Monitoring of Vegetation Dynamics in the Mongolia Using MODIS NDVIs and their Relationship to Rainfall by Natural Zone [J].
Lamchin, Munkhnasan ;
Park, Taejin ;
Lee, Jong-Yeol ;
Lee, Woo-Kyun .
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2015, 43 (02) :325-337
[28]   Evaluation and analysis of ecological security in arid areas of Central Asia based on the emergy ecological footprint (EEF) model [J].
Li, Jia-Xiu ;
Chen, Ya-Ning ;
Xu, Chang-Chun ;
Li, Zhi .
JOURNAL OF CLEANER PRODUCTION, 2019, 235 :664-677
[29]   Increasing sensitivity of alpine grasslands to climate variability along an elevational gradient on the Qinghai-Tibet Plateau [J].
Li, Lanhui ;
Zhang, Yili ;
Wu, Jianshuang ;
Li, Shicheng ;
Zhang, Binghua ;
Zu, Jiaxing ;
Zhang, Huamin ;
Ding, Mingjun ;
Paudel, Basanta .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 678 :21-29
[30]   Land Cover Change Detection Using Multiple Shape Parameters of Spectral and NDVI Curves [J].
Liu, Boyu ;
Chen, Jun ;
Chen, Jiage ;
Zhang, Weiwei .
REMOTE SENSING, 2018, 10 (08)