Vegetation responses to precipitation and temperature: a spatiotemporal analysis of ecoregions in the Colorado River Basin

被引:14
作者
Canon, Julio [1 ,2 ,3 ]
Dominguez, Francina [1 ,2 ,4 ]
Valdes, Juan B. [1 ,2 ]
机构
[1] Univ Arizona, Dept Hydrol & Water Resources, Tucson, AZ 85724 USA
[2] SAHRA Res Ctr, Tucson, AZ 85724 USA
[3] Univ Antioquia, Grp GAIA, Antioquia, Colombia
[4] Univ Arizona, Dept Atmospher Sci, Tucson, AZ 85724 USA
基金
美国国家科学基金会;
关键词
CENTRAL GREAT-PLAINS; UNITED-STATES; NDVI DATA; CLIMATE; INDEX; VARIABILITY; NORTHERN; MODIS; EVAPOTRANSPIRATION; DROUGHT;
D O I
10.1080/01431161.2010.507259
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Predicting vegetation response to precipitation and temperature anomalies, particularly during droughts, is of great importance in semi-arid regions, because ecosystem and hydrologic processes depend on vegetation conditions. This article studies vegetation responses to precipitation and temperature in 10 ecological regions within the semi-arid Colorado River Basin (CRB). The Normalized Difference Vegetation Index (NDVI) from Global Inventory Modeling and Mapping Studies (GIMMS) database and the Standardized Precipitation Index (SPI) and temperature series from Parameter-Elevation Regressions on Independent Slope Models (PRISM) database were jointly evaluated for the period 1986-2006, using Multichannel Singular Spectrum Analysis (MSSA) to determine common oscillations and significant lags in vegetation response to seasonal and annual precipitation and temperature. Results show high correlations between lagged SPI series and standardized NDVI: from 1-month lag in the warm deserts (Sonora, Chihuahua and Mojave) to two months in the Temperate Sierras and Semi-Arid Highlands and three months in the Colorado and Arizona/New Mexico Plateaus and the Western Cordillera. Temperature anomalies are negatively correlated to NDVI in the lower CRB and positively correlated in the upper CRB. Notably, we see a basin-wide response to SPI anomalies, and consequently, the identified latitudinal and altitudinal lags between SPI and NDVI will allow an early, basin-wide assessment of lagged vegetation responses to precipitation along the CRB ecoregions.
引用
收藏
页码:5665 / 5687
页数:23
相关论文
共 39 条
[1]  
[Anonymous], ENV RES LETT
[2]   The response of global terrestrial ecosystems to interannual temperature variability [J].
Braswell, BH ;
Schimel, DS ;
Linder, E ;
Moore, B .
SCIENCE, 1997, 278 (5339) :870-872
[3]   Regional vegetation die-off in response to global-change-type drought [J].
Breshears, DD ;
Cobb, NS ;
Rich, PM ;
Price, KP ;
Allen, CD ;
Balice, RG ;
Romme, WH ;
Kastens, JH ;
Floyd, ML ;
Belnap, J ;
Anderson, JJ ;
Myers, OB ;
Meyer, CW .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (42) :15144-15148
[4]   Precipitation in the Colorado River Basin and its low frequency associations with PDO and ENSO signals [J].
Canon, Julio ;
Gonzalez, Javier ;
Valdes, Juan .
JOURNAL OF HYDROLOGY, 2007, 333 (2-4) :252-264
[5]  
CEC [COMMISSION FOR ENVIRONMENTAL COOPERATION], 1997, EC REG N AM
[6]  
DALY C, 1994, J APPL METEOROL, V33, P140, DOI 10.1175/1520-0450(1994)033<0140:ASTMFM>2.0.CO
[7]  
2
[8]   ON THE RELATION BETWEEN RAINFALL AND THE NORMALIZED DIFFERENCE VEGETATION INDEX FOR DIVERSE VEGETATION TYPES IN EAST-AFRICA [J].
DAVENPORT, ML ;
NICHOLSON, SE .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1993, 14 (12) :2369-2389
[9]   Intra-seasonal NDVI change projections in semi-arid Africa [J].
Funk, CC ;
Brown, ME .
REMOTE SENSING OF ENVIRONMENT, 2006, 101 (02) :249-256
[10]  
Hong X., 2007, Geoscience and Remote Sensing Symposium, 2007, P3474