SPEI-Based Approach to Agricultural Drought Monitoring in Vojvodina Region

被引:41
作者
Bezdan, Jovana [1 ]
Bezdan, Atila [1 ]
Blagojevic, Bosko [1 ,2 ]
Mesaros, Minucer [3 ]
Pejic, Borivoj [1 ]
Vranesevic, Milica [1 ]
Pavic, Dragoslav [3 ]
Nikolic-Doric, Emilija [1 ]
机构
[1] Univ Novi Sad, Fac Agr, Trg D Obradovica 8, Novi Sad 21000, Serbia
[2] Swedish Univ Agr Sci, Dept Forest Biomat & Technol, Skogsmarksgrand 17, S-90183 Umea, Sweden
[3] Univ Novi Sad, Fac Sci, Dept Geog Tourism & Hotel Management, Trg D Obradovica 3, Novi Sad 21000, Serbia
关键词
drought; agriculture; crop; SPEI; AHP; drought index; PRECIPITATION-EVAPOTRANSPIRATION INDEX; POTENTIAL EVAPOTRANSPIRATION; CANDIDATE DISTRIBUTIONS; RISK-ASSESSMENT; CROP YIELDS; MODEL; APPROXIMATION; SENSITIVITY; EVAPORATION; IMPACT;
D O I
10.3390/w11071481
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents the standardized precipitation evapotranspiration index (SPEI)-based approach to agricultural drought monitoring (ADM-SPEI approach) combining well-known methods, expert' critical opinions, and local agro-climatic specificities. The proposed approach has been described in detail in three phases. This allows its application in any region and modification according to different agro-climatic conditions. The application of the ADM-SPEI approach has resulted in obtaining a modified SPEI for different crops (agricultural drought SPEI (AD-SPEIcrop)) in the Vojvodina region. In the first phase of the proposed approach, analytical hierarchy process (AHP) was used to obtain an experts' group decision regarding the most suitable method for calculating evapotranspiration for a particular analyzed region. In the second phase, SPEI was modified and adjusted to the conditions in Vojvodina, where ET0 was replaced by ETc. In the validation phase, the results of the application of AD-SPEIcrop were compared to crop yields and well-known indices and evaluated by the experts' feedback. The statistically significant correlations were achieved between AD-SPEIcrop and crop yields. The highest correlations were achieved in the months when the analyzed crops were in the developmental stages when they are most sensitive to drought. The AD-SPEIcrop better correlates to the crop yields compared to SPEI. The comparison of AD-SPEIcrop to the standardized precipitation index (SPI), SPEI, and self-calibrated Palmer drought severity index (SC-PDSI) shows that it can successfully detect dry and wet periods. The results have indicated that the proposed approach can be successfully applied, and AD-SPEIcrop has shown a good performance for agricultural drought monitoring.
引用
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页数:32
相关论文
共 98 条
[21]  
Dragini J., 2018, P 7 INT S AGR SCI AG
[22]   ET come home: potential evapotranspiration in geographical ecology [J].
Fisher, Joshua B. ;
Whittaker, Robert J. ;
Malhi, Yadvinder .
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2011, 20 (01) :1-18
[23]   Aggregating individual judgments and priorities with the Analytic Hierarchy Process [J].
Forman, E ;
Peniwati, K .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 108 (01) :165-169
[24]  
Frank A. M., 2016, THESIS
[25]   Influence of mathematical and physical background of drought indices on their complementarity and drought recognition ability [J].
Frank, Anna ;
Armenski, Tanja ;
Gocic, Milan ;
Popov, Srdjan ;
Popovic, Ljiljana ;
Trajkovic, Slavisa .
ATMOSPHERIC RESEARCH, 2017, 194 :268-280
[26]   A saddlepoint approximation to the distribution function of the Anderson-Darling test statistic [J].
Giles, DEA .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2001, 30 (04) :899-905
[27]   Drought characterization from a multivariate perspective: A review [J].
Hao, Zengchao ;
Singh, Vijay P. .
JOURNAL OF HYDROLOGY, 2015, 527 :668-678
[28]  
Hargreaves G. H., 1985, Applied Engineering in Agriculture, V1, P96
[29]   INCOMPLETE PAIRWISE COMPARISONS IN THE ANALYTIC HIERARCHY PROCESS [J].
HARKER, PT .
MATHEMATICAL MODELLING, 1987, 9 (11) :837-848
[30]   Approximation of modified Anderson-Darling test statistics for extreme value distributions with unknown shape parameter [J].
Heo, Jun-Haeng ;
Shin, Hongjoon ;
Nam, Woosung ;
Om, Juseong ;
Jeong, Changsam .
JOURNAL OF HYDROLOGY, 2013, 499 :41-49