Long-term trend and correlation between vegetation greenness and climate variables in Asia based on satellite data

Munkhnasan Lamchin, Woo-Kyun Lee, Seong Woo Jeon, Sonam Wangyel Wang, Chul Hee Lim, Cholho Song, Minjun Sung

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

Satellite data has been used to ascertain trends and correlations between climate change and vegetation greenness in Asia. Our study utilized 33-year (1982-2014) AVHRR-GIMMS (Advanced Very High Resolution Radiometer - Global Inventory Modelling and Mapping Studies) NDVI3g and CRU TS (Climatic Research Unit Time Series) climate variable (temperature, rainfall, and potential evapotranspiration) time series. First, we estimated the overall trends for vegetation greenness, climate variables and analyzed trends during summer (April to October), winter (November to March), and the entire year. Second, we carried out correlation and regression analyses to detect correlations between vegetation greenness and climate variables. Our study revealed an increasing trend (0.05 to 0.28) in temperature in northeastern India (bordering Bhutan), Southeast Bhutan, Yunnan Province of China, Northern Myanmar, Central Cambodia, northern Laos, southern Vietnam, eastern Iran, southern Afghanistan, and southern Pakistan. However, a decreasing trend in temperature (0.00 to -0.04) was noted for specific areas in southern Asia including Central Myanmar and northwestern Thailand and the Guangxi, Southern Gansu, and Shandong provinces of China. The results also indicated an increasing trend for evapotranspiration and air temperature accompanied by a decreasing trend for vegetation greenness and rainfall. The temperature was found to be the main driver of the changing vegetation greenness in Kazakhstan, northern Mongolia, Northeast and Central China, North Korea, South Korea, and northern Japan, showing an indirect relationship (R = 0.84-0.96).

Original languageEnglish
JournalScience of the Total Environment
DOIs
Publication statusAccepted/In press - 2017

Fingerprint

satellite data
Satellites
vegetation
climate
Evapotranspiration
Rain
Time series
Temperature
Advanced very high resolution radiometers (AVHRR)
temperature
time series
Climate change
rainfall
potential evapotranspiration
long-term trend
trend
Asia
AVHRR
evapotranspiration
air temperature

Keywords

  • Correlation
  • Evaporation
  • Precipitation
  • Temperature
  • Trend
  • Vegetation greenness

ASJC Scopus subject areas

  • Environmental Engineering
  • Environmental Chemistry
  • Waste Management and Disposal
  • Pollution

Cite this

Long-term trend and correlation between vegetation greenness and climate variables in Asia based on satellite data. / Lamchin, Munkhnasan; Lee, Woo-Kyun; Jeon, Seong Woo; Wang, Sonam Wangyel; Lim, Chul Hee; Song, Cholho; Sung, Minjun.

In: Science of the Total Environment, 2017.

Research output: Contribution to journalArticle

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AU - Song, Cholho

AU - Sung, Minjun

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