Detecting Climate Effects on Vegetation in Northern Mixed Prairie Using NOAA AVHRR 1-km Time-Series NDVI Data

被引:40
|
作者
Li, Zhaoqin [1 ]
Guo, Xulin [1 ]
机构
[1] Univ Saskatchewan, Dept Geog & Planning, Saskatoon, SK S7N 5C8, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
climatic variation; NDVI baseline; NDVI trend; semi-arid mixed grassland; SOIL-MOISTURE; PRECIPITATION TRENDS; SEMIARID BOTSWANA; ATMOSPHERIC CO2; ADVANCED SYSTEM; SATELLITE DATA; GEOCOMP-N; EL-NINO; INDEX; TEMPERATURE;
D O I
10.3390/rs4010120
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Grasslands hold varied grazing capacity, provide multiple habitats for diverse wildlife, and are a key component of carbon stock. Research has indicated that grasslands are experiencing effects related to recent climate trends. Understanding how grasslands respond to climate variation thus is essential. However, it is difficult to separate the effects of climate variation from grazing. This study aims to document vegetation condition under climate variation in Grasslands National Park (GNP) of Canada, a grassland ecosystem without grazing for over 20 years, using Normalized Difference Vegetation Index (NDVI) data to establish vegetation baselines. The main findings are (1) precipitation has more effects than temperature on vegetation; (2) the growing season of vegetation had an expanding trend indicated by earlier green-up and later senescence; (3) phenologically-tuned annual NDVI had an increasing trend from 1985 to 2007; and (4) the baselines of annual NDVI range from 0.13 to 0.32, and only the NDVI in 1999 is beyond the upper bound of the baseline. Our results indicate that vegetation phenology and condition have slightly changed in GNP since 1985, although vegetation condition in most years was still within the baselines.
引用
收藏
页码:120 / 134
页数:15
相关论文
共 32 条
  • [21] Mixed-effects modelling of time series NDVI-rainfall relationship for detecting human-induced loss of vegetation cover in drylands
    Omuto, C. T.
    Vargas, R. R.
    Alim, M. S.
    Paron, P.
    JOURNAL OF ARID ENVIRONMENTS, 2010, 74 (11) : 1552 - 1563
  • [22] Mapping crop phenology using NDVI time-series derived from HJ-1 A/B data
    Pan, Zhuokun
    Huang, Jingfeng
    Zhou, Qingbo
    Wang, Limin
    Cheng, Yongxiang
    Zhang, Hankui
    Blackburn, George Alan
    Yan, Jing
    Liu, Jianhong
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2015, 34 : 188 - 197
  • [23] Evaluation of AVHRR PAL and GIMMS 10-day composite NDVI time series products using SPOT-4 vegetation data for the African continent
    Fensholt, Rasmus
    Nielsen, Thomas Theis
    Stisen, Simon
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (13) : 2719 - 2733
  • [24] Detecting vegetation change during the period 1998-2002 in NW China using SPOT-VGT NDVI time series data
    Xu, WT
    Wu, BF
    Yan, CZ
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 3417 - 3419
  • [25] Sentinel-1 and 2 Time-Series for Vegetation Mapping Using Random Forest Classification: A Case Study of Northern Croatia
    Dobrinic, Dino
    Gasparovic, Mateo
    Medak, Damir
    REMOTE SENSING, 2021, 13 (12)
  • [26] Spatial-temporal patterns of vegetation dynamics and their relationships to climate variations in Qinghai Lake Basin using MODIS time-series data
    Guo Wei
    Ni Xiangnan
    Jing Duanyang
    Li Shuheng
    JOURNAL OF GEOGRAPHICAL SCIENCES, 2014, 24 (06) : 1009 - 1021
  • [27] Biome-level relationships between vegetation indices and climate variables using time-series analysis of remotely-sensed data
    Phiri, Margaret
    Shiferaw, Yegnanew A.
    Tesfamichael, Solomon G.
    GISCIENCE & REMOTE SENSING, 2020, 57 (04) : 464 - 482
  • [28] Spatial-temporal patterns of vegetation dynamics and their relationships to climate variations in Qinghai Lake Basin using MODIS time-series data
    Wei Guo
    Xiangnan Ni
    Duanyang Jing
    Shuheng Li
    Journal of Geographical Sciences, 2014, 24 : 1009 - 1021
  • [29] Analysis of Climate Change Effects on Surface Temperature in Central-Italy Lakes Using Satellite Data Time-Series
    De Santis, Davide
    Del Frate, Fabio
    Schiavon, Giovanni
    REMOTE SENSING, 2022, 14 (01)
  • [30] NPP ESTIMATION USING TIME-SERIES GF-1 DATA IN SPARSE VEGETATION AREA -A CASE STUDY IN ZHENGLANQI OF INNNER MONGLOLIA, CHINA
    Sun, Bin
    Li, Zengyuan
    Gao, Zhihai
    Gao, Wentao
    Zhang, Yuanyuan
    Ding, Xiangyuan
    Li, Changlong
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 3971 - 3974