Salinization information extraction model based on VI–SI feature space combinations in the Yellow River Delta based on Landsat 8 OLI image

References

• Allbed A, Kumar L. 2013. Soil salinity mapping and monitoring in arid and semi-arid regions using remote sensing technology: a review. Adv Remote Sens. 2(4):373–385.
   Google Scholar
• Allbed A, Kumar L, Aldakheel YY. 2014. Assessing soil salinity using soil salinity and vegetation indices derived from IKONOS high-spatial resolution imageries: applications in a date palm dominated region. Geoderma. 230:1–8.
   Google Scholar
• Bai L, Wang CZ, Zang SY, Zhang YH, Hao QN, Wu YX. 2016. Remote sensing of soil alkalinity and salinity in the Wuyu'er-Shuangyang River Basin, Northeast China. Remote Sens. 8(2):163–116.
   Google Scholar
• Bouaziz M, Matschullat J, Gloaguen R. 2011. Improved remote sensing detection of soil salinity from a semi-arid climate in Northeast Brazil. C R Géosci. 343(11–12):795–803.
   Google Scholar
• Ding JL, Qu J, Sun YM, Zhang YF. 2013. The retrieval model of soil salinization information in arid region based on MSAVI-WI feature space: a case study of the delta oasis in Weigan-Kuqa watershed. Geogr Res. 32(2):223–232.
   Google Scholar
• Ding JL, Yu DL. 2014. Monitoring and evaluating spatial variability of soil salinity in dry and wet seasons in the Werigan–Kuqa Oasis, China, using remote sensing and electromagnetic induction instruments. Geoderma. 235–236(4):316–322.
   Google Scholar
• El-Battay A, Bannari A, Hameid NA, Abahussain AA. 2017. Comparative study among different semi-empirical models for soil salinity prediction in an arid environment using OLI Landsat-8 data. Adv Remote Sens. 6(1):23–39.
   Google Scholar
• Fallah Shamsi SR, Zare S, Abtahi SA. 2013. Soil salinity characteristics using moderate resolution imaging spectroradiometer (MODIS) images and statistical analysis. Arch Agron Soil Sci. 59(4):471–489.
   Google Scholar
• Farifteh J, van der Meer F, van der Meijde M, Atzberger C. 2008. Spectral characteristics of salt-affected soils: a laboratory experiment. Geoderma. 145(3–4):196–206.
   Google Scholar
• Fan X, Pedroli B, Liu G, Liu Q, Liu H, Shu L. 2012. Soil salinity development in the yellow river delta in relation to groundwater dynamics. Land Degrad Dev. 23(2):175–189.
   Google Scholar
• Fan X, Liu Y, Tao J, Weng Y. 2015. Soil salinity retrieval from advanced multi-Spectral sensor with partial least square regression. Remote Sens. 7(1):488–511.
   Google Scholar
• Gorji T, Sertel E, Tanik A. 2017. Monitoring soil salinity via remote sensing technology under data scarce conditions: a case study from Turkey. Ecol Indic. 74:384–391.
   Google Scholar
• Gorji T, Tanik A, Sertel E. 2015. Soil salinity prediction, monitoring and mapping using modern technologies. Procedia Earth Planet Sci. 15:507–512.
   Google Scholar
• Ha XP, Ding JL, Taxipulati TYB, Luo JY, Zhang F. 2009. SI-Albedo space-based extraction of salinization information in arid area. Acta Pedol Sin. 46(3):382–390.
   Google Scholar
• Khan NM, Sato Y. 2001. Monitoring hydro-salinity status and its impact in irrigated semi-arid areas using IRS-1B LISS-II data. Asian J Geoinform. 1(3):63－73.
   Google Scholar
• Khan NM, Rastoskuev VV, Sato Y, Shiozawa S. 2005. Assessment of hydrosaline land degradation by using a simple approach of remote sensing indicators. Agric Water Manag. 77(1–3):96–109.
   Google Scholar
• Kumar S, Gautam G, Saha SK. 2015. Hyperspectral remote sensing data derived spectral indices in characterizing salt-affected soils: a case study of Indo-Gangetic plains of India. Environ Earth Sci. 73(7):3299–3308.
   Google Scholar
• Noroozi AA, Homaee M, Farshad A. 2012. Integrated application of remote sensing and spatial statistical models to the identification of soil salinity: a case study from Garmsar Plain, Iran. Environ Sci. 9(1):59–74.
   Google Scholar
• Peng J, Biswas A, Jiang QS, Zhao RY, Hu J, Hu BF, Shi Z. 2018. Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China. Geoderma 337:1309-1319..
   Google Scholar
• Scudiero E, Skaggs TH, Corwin DL. 2015. Regional-scale soil salinity assessment using Landsat ETM + canopy reflectance. Remote Sens Environ. 169:335–343.
   Google Scholar
• Wang D, Wilson C, Shannon M. 2002. Interpretation of salinity and irrigation effects on soybean canopy reflectance in visible and near-infrared spectrum domain. Int J Remote Sens. 23(5):811–824.
   Google Scholar
• Wang F, Ding JL, Wu MC. 2010. Remote sensing monitoring models of soil salinization based in NDVI-SI feature space. Trans Chin Soc Agric Eng. 26(8):168–173.
   Google Scholar
• Weng YL, Gong P, Zhu ZL. 2008. Soil salt content estimation in the Yellow River delta with satellite hyperspectral data. Can J Remote Sens. 34(3):259–270.
   Google Scholar
• Weng YL, Gong P, Zhu ZL. 2010. A spectral index for estimating soil salinity in the Yellow River Delta Region of China using EO-1 Hyperion data. Pedosphere. 20(3):378–388.
   Google Scholar
• Wu W, Mhaimeed AS, Al-Shafie WM, Ziadat F, Dhehibi B, Nangia V, De Pauw E. 2014. Mapping soil salinity changes using remote sensing in Central Iraq. Geoderma Reg. 2–3:21–31.
   Google Scholar
• Yahiaoui I, Douaoui A, Zhang Q, Ziane A. 2015. Soil salinity prediction in the Lower Cheliff plain (Algeria) based on remote sensing and topographic feature analysis. J Arid Land. 7(6):794–805.
   Google Scholar
• Yao RJ, Yang JS. 2010. Quantitative evaluation of soil salinity and its spatial distribution using electromagnetic induction method. Agric Water Manag. 97(12):1961–1970.
   Google Scholar
• Zhang XQ, Wang LK, Fu XS, Li H, Xu CD. 2017. Ecological vulnerability assessment based on PSSR in Yellow River Delta. J Clean Prod. 167:1106–1111.
   Google Scholar
• Zhang TT, Qi JG, Gao Y, Ouyang ZT, Zeng SL, Zhao B. 2015. Detecting soil salinity with MODIS time series VI data. Ecol Indic. 52:480–489.
   Google Scholar
• Zhang TT, Zeng SL, Gao Y, Ouyang ZT, Li B, Fang CM, Zhao B. 2011. Using hyperspectral vegetation indices as a proxy to monitor soil salinity. Ecol Indic. 11(6):1552–1562.
   Google Scholar
• Zhang TY, Wang L, Zeng PL, Wang T, Geng YH, Wang H. 2016. Soil salinization in the irrigated area of the Manas River basin based on MSAVI-SI feature space. Arid Zone Res. 33(3):499–505.
   Google Scholar
• Zhang W, Jia Z, Zhang Y, Hu K, Ding L, Wang F. 2019. The effect of direct-to-plant styrene-butadiene-styrene block copolymer components on bitumen modification. Polymers, 11(1):140.
   Google Scholar