Normalized Difference Vegetation Index Temporal Responses to Temperature and Precipitation in Arid Rangelands

被引:24
作者
Sanz, Ernesto [1 ,2 ]
Saa-Requejo, Antonio [1 ,3 ]
Diaz-Ambrona, Carlos H. [1 ,4 ]
Ruiz-Ramos, Margarita [1 ,4 ]
Rodriguez, Alfredo [1 ,5 ]
Iglesias, Eva [1 ,6 ]
Esteve, Paloma [1 ,6 ]
Soriano, Barbara [1 ,6 ]
Tarquis, Ana M. [1 ,2 ]
机构
[1] Univ Politecn Madrid, CEIGRAM, Madrid 28040, Spain
[2] Univ Politecn Madrid, Grp Sistemas Complejos, Madrid 28040, Spain
[3] Univ Politecn Madrid, ETSI Agron Alimentaria & Biosistemas, Evaluac Recursos Nat, Madrid 28040, Spain
[4] Univ Politecn Madrid, ETSI Agron Alimentaria & Biosistemas, AgSyst, Madrid 28040, Spain
[5] Univ Castilla La Mancha, Dept Anal Econ & Finanzas, Toledo 45071, Spain
[6] Univ Politecn Madrid, ETSI Agron Alimentaria & Biosistemas, Econ Agr & Gest Recursos Nat, Madrid 28040, Spain
基金
欧盟地平线“2020”;
关键词
biometeorology; agrometeorological information; data analysis; grassland; MODIS; NDVI; DROUGHT; REGION; TRENDS; DEGRADATION; VARIABILITY; VARIABLES; DYNAMICS; RAINFALL; BIOMASS;
D O I
10.3390/rs13050840
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Rangeland degradation caused by increasing misuses remains a global concern. Rangelands have a remarkable spatiotemporal heterogeneity, making them suitable to be monitored with remote sensing. Among the remotely sensed vegetation indices, Normalized Difference Vegetation Index (NDVI) is most used in ecology and agriculture. In this paper, we research the relationship of NDVI with temperature, precipitation, and Aridity Index (AI) in four different arid rangeland areas in Spain's southeast. We focus on the interphase variability, studying time series from 2002 to 2019 with regression analysis and lagged correlation at two different spatial resolutions (500 x 500 and 250 x 250 m(2)) to understand NDVI response to meteorological variables. Intraseasonal phases were defined based on NDVI patterns. Strong correlation with temperature was reported in phases with high precipitations. The correlation between NDVI and meteorological series showed a time lag effect depending on the area, phase, and variable observed. Differences were found between the two resolutions, showing a stronger relationship with the finer one. Land uses and management affected the NDVI dynamics heavily strongly linked to temperature and water availability. The relationship between AI and NDVI clustered the areas in two groups. The intraphases variability is a crucial aspect of NDVI dynamics, particularly in arid regions.
引用
收藏
页码:1 / 24
页数:24
相关论文
共 54 条
[1]   NDVI response to rainfall in different ecological zones in Jordan [J].
Al-Bakri, JT ;
Suleiman, AS .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2004, 25 (19) :3897-3912
[2]   Baseline characterization of major Iberian vegetation types based on the NDVI dynamics [J].
Alcaraz-Segura, Domingo ;
Cabello, Javier ;
Paruelo, Jose .
PLANT ECOLOGY, 2009, 202 (01) :13-29
[3]   Analysis of Vegetation Behavior in a North African Semi-Arid Region, Using SPOT-VEGETATION NDVI Data [J].
Amri, Rim ;
Zribi, Mehrez ;
Lili-Chabaane, Zohra ;
Duchemin, Benoit ;
Gruhier, Claire ;
Chehbouni, Abdelghani .
REMOTE SENSING, 2011, 3 (12) :2568-2590
[4]  
[Anonymous], 2004, CONCEPTUAL DESIGN TO
[5]   Association between climate indices, aridity index, and rainfed crop yield in northeast of Iran [J].
Bannayan, Mohammad ;
Sanjani, Sarah ;
Alizadeh, Amin ;
Lotfabadi, S. Sadeghi ;
Mohamadian, Azadeh .
FIELD CROPS RESEARCH, 2010, 118 (02) :105-114
[6]  
Barcelo A.M., 2009, Atlas Climatico Iberico - Iberian Climate Atlas 1971-2000
[7]   Using NDVI to measure precipitation in semi-arid landscapes [J].
Birtwistle, Amy N. ;
Laituri, Melinda ;
Bledsoe, Brian ;
Friedman, Jonathan M. .
JOURNAL OF ARID ENVIRONMENTS, 2016, 131 :15-24
[8]   Assessing the impact of seasonal precipitation and temperature on vegetation in a grass-dominated rangeland [J].
Chen, Fang ;
Weber, Keith T. .
RANGELAND JOURNAL, 2014, 36 (02) :185-190
[9]   TESTS OF EQUALITY BETWEEN SETS OF COEFFICIENTS IN 2 LINEAR REGRESSIONS [J].
CHOW, GC .
ECONOMETRICA, 1960, 28 (03) :591-605
[10]   SEASONAL LAI IN SLASH PINE ESTIMATED WITH LANDSAT TM [J].
CURRAN, PJ ;
DUNGAN, JL ;
GHOLZ, HL .
REMOTE SENSING OF ENVIRONMENT, 1992, 39 (01) :3-13