Abstract
Monitoring of temporal and spatial soil moisture variability is important to understand the surface hydrology of the region. The objective of this study is to analyze the spatial variability of soil moisture with the topography of the region. The study has been performed for the Maharashtra region of India. The monthly data of soil moisture has been taken from Global Land Data Assimilation System (GLDAS) NOAH model of 0.25 spatial resolution. For the topographic analysis of the terrain, CARTOSAT DEM data of 20 m spatial resolution have been used. The soil moisture anomalies were calculated for available monthly data sets and correlated with the topography of the study area. The Pearson Product-Moment Correlation and Spearman's rank correlation coefficient have been used for establishing the spatial correlation between soil moisture and topography of the region. The results of the study indicate that the correlation of soil moisture and topography of the study area harmonizes well with each other.
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References
Burt TP, Butcher DP (1985) Topographic controls of soil moisture distributions. J Hydrol 36:469–486
Brocca L, Melone F, Moramarco T, Morbidelli R (2010) Spatial-temporal variability of soil moisture and its estimation across scales. Water Resour Res 46:W02516
Crave A, Gascuel-odux C, (1997) The influence of topography on the time and space distribution of soil surface water content. Hydrol Processes 11:203–210
Famiglietti JS, Rudnicki JW, Rodell M (1998) Variability in surface moisture content along a hill slope transect: Rattlesnake Hill, Texas. J Hydrol 210:259–281
Grayson RB, Western AW, Chiew FHS, Bloschl G (1997) Preferred states in spatial soil moisture patterns: local and non local controls. Water Resour Res 33(12):2897–2908
Hawley ME, Jackson TJ, McCuen RH (1983) Surface soil moisture variation on small agricultural watersheds. J Hydrol 62:179–200
Loague K (1992) Soil water content at R-5. Part 1. Spatial and temporal variability. J Hydrol 139:233–251
Moore ID, Burch GJ, MacKenzie DH (1988) Topographic effects on the distribution of surface soil water and the location of ephemeral gullies. Trans Am Soc Agric Eng 31(4):1098–1107
Nyberg L (1996) Spatial variability of soil water content in the covered catchment of Gardsjon, Sweden. Hydrol Processes 10:89–103
Owe M, Jones EB, Schmugge TJ (1982) Soil moisture variation patterns observed in Hand Country, South Dakota. Water Resour Bull 18:949–954
Reynolds SG (1970) The gravimetric method of soil moisture determination. I: a study of equipment, and methodological problems. J Hydrol 11:258–273
Verma K, Katpatal YB (2020) Groundwater monitoring using GRACE and GLDAS data after downscaling within basaltic aquifer system. Groundwater 58(1):143–151
Western AW, Grayson RB, Bloschl G, Willgoose GR, McMahon TA (1999) Observed spatial organization of soil moisture and its relation to terrain indices. Water Resour Res 35(3):797–810
Western AW, Zhou SL, Grayson RB, McMahon TA, Bloschl G, Wilson DJ (2003) Spatial correlation of soil moisture in small catchment sand its relationship to dominant spatial hydrological processes. J Hydrol 286(1–4):113–134
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Authors are thankful for providing required facilities of Department of Civil Engineering, Visvesvaraya National Institute of Technology Nagpur, Maharashtra India.
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Verma, K., Katpatal, Y.B. (2021). Monitoring of Soil Moisture Variability and Establishing the Correlation with Topography by Remotely Sensed GLDAS Data. In: Pandey, A., Mishra, S., Kansal, M., Singh, R., Singh, V. (eds) Water Management and Water Governance. Water Science and Technology Library, vol 96. Springer, Cham. https://doi.org/10.1007/978-3-030-58051-3_10
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