Abstract
With the rapid development of the “Internet plus”, the monitoring service of saline-alkali land has undergone profound changes, intelligent technologies such as big data, cloud computing and data mining are gradually being applied to analyze the changing trend of saline-alkaline lands. In order to study the dynamic changes rule of saline-alkali land, using the synchronous monitoring system of the Internet of things to monitor soil moisture, salt content and other relevant data continuously. Then taking the soil of Yong’an town in Kenli County as the research object, the change trend and correlation of the key factors such as soil temperature, salt and water and pH are studied. The results show that the soil water content and salt content had a relatively obvious seasonal change. The soil was alkaline soil, and the change of pH value was not obvious with the season. Correlation analysis shows that there is a significant positive correlation between water content and salt content in most months, and correlations between the two factors and the other soil factors are different. Through the research on the trend and correlation of key factors such as soil water and salt, revealed the factors that affect the change of water content and salt content in the area which provided reference for the improvement of soil salinization in the next step.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Manyika, J., Chui, M., Brown B.: Big data: the next frontier for innovation, competition, and productivity. Analytics (2011)
Shi-Wei, X.U., Wang, D.J., Zhe-Min, L.I.: Application research on big data promote agricultural modernization. Sci. Agric. Sin. 48, 3429–3438 (2015)
Liu, P., Wang, X., Wen, F.: Development and application of big data platform for “Bohai granary”. Wireless Pers. Commun. 6, 1–19 (2018)
Yang, Y.: Crop monitoring and early warning of big data era. Chin. Comput. Commun. (2017)
Liu, Y., He, W., He, J.: Progress of improvement and utilization of saline-alkali land. J. Agric. Sci. 73(73), 89–92 (2007)
Chen, S.Q.: Control and development of Saline-alkali soil in Binzhou. J. Hebei Agric. Sci. (2009)
Song, J.R., Yang, J., Wang, Y.M.: Exploration of the Reason and improvement measures of saline-alkali soil in the Yellow river delta. J. Anhui Agric. Sci. (2017)
Tulake, G., Xin-Guo, L.I., Tuerdi, A.: Analysis of soil salinity characteristics of oasis in the lower reaches of the Kaidu River. Agric. Res. Arid Areas (2014)
Sun, L., Luo, Y.: Study on the evolution trends of soil salinity in cotton field under long-term drip irrigation. Res. Soil Water Conserv. (2013)
Ying, F.U., Suyan, L.I., Sun, X.: Soil water and salt dynamic variation in Robinia Pseudoacacia planting area of coastal saline-alkali area in Tianjin City. Bull. Soil Water Conserv. (2015)
Zhang, Q., Hong, Q.I., Feng, G.Y.: A study on variation of water and salinity and its influence on cotton growth and development in coastal saline fields. J. Agric. Univ. Hebei 37(1), 6–10 (2014)
Hammecker, C., Maeght, J.L., Grünberger, O.: Quantification and modelling of water flow in rain-fed paddy fields in NE Thailand: evidence of soil salinization under submerged conditions by artesian groundwater. J. Hydrol. 456–457(5), 68–78 (2012)
Ji, X.U., Shi, K.B., Wang, C.F.: Experimental analysis on saline-alkali soil drip irrigation soil water and salt. Water Conserv. Sci. Technol. Econ. 18, 53–55 (2012)
Liu, H.T., Tan, L.M., Shu-Hui, Y.U.: Response of water and salt movement to subsurface pipe drainage system in sa-line-alkali coastal areas of Hebei Province. Chin. J. Eco-Agric. 20(12), 1693–1699 (2013)
Liang, L.I., Mei-Yan, L.I., Zhang, J.J.: The moving rule of salt and water in cultivated land and saline wasteland based on HYDRUS-2D model. Agric. Res. Arid Areas 32(1), 66–71 (2014)
Hasan, T., Tiyip, T.: Mamatsawut: study on the saline-alkali soil salinity inversion model in the arid regions based on BP neural network. Environ. Pollut. Control 33(2), 23–24 (2011)
Yang, D., Xinju, L I., Kong, X.: Effects of different straw returning modes on the water and salt movement in the coastal saline soil. Res. Soil Water Conserv. (2017)
Xie, X., Pu, L., Zhu, M.: Evolution and prospects in modeling of water and salt transport in soils. Sci. Geogr. Sin. (2016)
Li, J., Pu, L., Zhu, M.: The present situation and hot issues in the salt-affected soil research. Acta Geogr. Sin. 67(9), 1233–1245 (2012)
Wang, M., Zhang, Q.W., Yang, Z.L.: Dynamic changes of soil pH and its influencing factors in the process of dry and wet alternation in the Yellow River irrigation area of Ningxia. J. Nucl. Agric. Sci. 28(4), 720–726 (2014)
Acknowledgements
This work was financially supported by the following project:
(1) The Independent Innovation and Achievement Transformation of Shandong Province under Grant No. 2014ZZCX07106.
(2) Science and Technology development Program of Shandong Province under Grant No. 2014GNC110012.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer Nature Switzerland AG
About this paper
Cite this paper
Zhao, R., Liu, P., Li, H., Yu, X., Wang, X. (2018). Analysis of Dynamic Change Regulation of Water and Salt in Saline-Alkali Land Based on Big Data. In: Sun, X., Pan, Z., Bertino, E. (eds) Cloud Computing and Security. ICCCS 2018. Lecture Notes in Computer Science(), vol 11063. Springer, Cham. https://doi.org/10.1007/978-3-030-00006-6_28
Download citation
DOI: https://doi.org/10.1007/978-3-030-00006-6_28
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-00005-9
Online ISBN: 978-3-030-00006-6
eBook Packages: Computer ScienceComputer Science (R0)