Arid
DOI10.1016/j.ecolind.2019.105924
Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM
Racetin, Ivan1; Krtalic, Andrija2; Srzic, Veljko3; Zovko, Monika4
通讯作者Racetin, Ivan
来源期刊ECOLOGICAL INDICATORS
ISSN1470-160X
EISSN1872-7034
出版年2020
卷号110
英文摘要Elevated soil and water salinity can lead to increased risk of crop yield and quality reduction as well as land degradation. This is especially emphasised in arid and semi-arid regions with high levels of evaporation and irrigation practice. In this study, we assessed the potential of applying Landsat-5 Thematic Mapper (TM) to evaluate low to moderately salt-affected agricultural areas of the Neretva River Delta, situated in the southern Adriatic region of Croatia. Monthly measurements of water electrical conductivity (ECw), sampled from drainage/irrigation canals, were used as in situ salinity indicators. The relationship between agricultural plots reflectance (32 Landsat-5 TM images, distributed over 22 months from May 2009 to October 2011) and water salinity (measured at ten monitoring stations) was analysed using six Landsat-5 TM bands and spectral indices. Correlation analysis, simple (SLR) and multiple linear regression (MLR) models were implemented to predict ECw values using the satellite data. Very strong correlations were achieved in the spatial domain for August 2009, September 2010 and September and October 2011, while correlations in the temporal domain had relatively lower values. The Landsat-5 TM data managed to explain 43% of ECw variance using the SLR model, and 62% of the variance using the MLR model with three regressors. Landsat-5 TM remotely sensed data, paired with the in situ observations, showed a promising potential in enhancing the quality of environmental monitoring of low to moderately salt-affected agricultural fields in the irrigated deltas.
英文关键词Agriculture Irrigation Multitemporal analysis Remote sensing Spectral indices
类型Article
语种英语
国家Croatia
收录类别SCI-E
WOS记录号WOS:000507381800074
WOS关键词MAPPING SOIL-SALINITY ; VEGETATION INDEXES ; SALINIZATION ; STRESS ; FIELDS
WOS类目Biodiversity Conservation ; Environmental Sciences
WOS研究方向Biodiversity & Conservation ; Environmental Sciences & Ecology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/314346
作者单位1.Univ Split, Fac Civil Engn Architecture & Geodesy, Dept Geodesy & Geoinformat, Matice Hrvatske 15, Split 21000, Croatia;
2.Univ Zagreb, Fac Geodesy, Dept Photogrammetry & Remote Sensing, Kaciceva 26, Zagreb 10000, Croatia;
3.Univ Split, Fac Civil Engn Architecture & Geodesy, Dept Hydrotech Engn, Matice Hrvatske 15, Split 21000, Croatia;
4.Univ Zagreb, Fac Agr, Dept Soil Ameliorat, Svetosimunska Cesta 25, Zagreb 10000, Croatia
推荐引用方式
GB/T 7714
Racetin, Ivan,Krtalic, Andrija,Srzic, Veljko,et al. Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM[J],2020,110.
APA Racetin, Ivan,Krtalic, Andrija,Srzic, Veljko,&Zovko, Monika.(2020).Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM.ECOLOGICAL INDICATORS,110.
MLA Racetin, Ivan,et al."Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM".ECOLOGICAL INDICATORS 110(2020).
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