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The role of sampling strategy on apparent temporal stability of soil moisture under subtropical hydroclimatic conditions Cover

The role of sampling strategy on apparent temporal stability of soil moisture under subtropical hydroclimatic conditions

Open Access
|Jun 2019

References

  1. Biswas, A., 2014. Season- and depth-dependent time stability for characterizing representative monitoring locations of soil water storage in a hummocky landscape. Catena, 116, 38–50.10.1016/j.catena.2013.12.008
  2. Biswas, A., Si, B.C., 2011. Identifying scale specific controls of soil water storage in a hummocky landscape using wavelet coherency. Geoderma, 165, 50–59.10.1016/j.geoderma.2011.07.002
  3. Boulet, A., Prats, S.A., Malvar, M.C., González-Pelayo, O., Coelho, C.O.A., Ferreira, A.J.D., Keizer, J.J., 2015. Surface and subsurface flow in eucalyptus plantations in north-central Portugal. J. Hydrol. Hydromech., 63, 193–200.10.1515/johh-2015-0015
  4. Brandyk, A., Kiczko, A., Majewski, G., Kleniewska, M., Krukowski, M., 2016. Uncertainty of Deardorff’s soil moisture model based on continuous TDR measurements for sandy loam soil. J. Hydrol. Hydromech., 64, 23–29.10.1515/johh-2016-0007
  5. Brocca, L., Melone, F., Moramarco, T., Morbidelli, R., 2010. Spatial-temporal variability of soil moisture and its estimation across scales. Water Resour. Res., 46, W02516.10.1029/2009WR008016
  6. Burns, T.T., Berg, A.A., Cockburn, J., Tetlock, E., 2016. Regional scale spatial and temporal variability of soil moisture in a prairie region. Hydrol. Process., 30, 3639–3649.10.1002/hyp.10954
  7. Buttafuoco, G., Castrignanò, A., Castrignano, E., Dimase, A.C., 2005. Studying the spatial structure evolution of soil water content using multivariate geostatistics. J. Hydrol., 311, 202–218.10.1016/j.jhydrol.2005.01.018
  8. Canton, V., Rodríguez-Caballero, E., Contreras, S., Villagarcia, L., Li, X.Y., Solé-Benet, A., Domingo, F., 2016. Vertical and lateral soil moisture patterns on a Mediterranean karst hillslope. J. Hydrol. Hydromech., 64, 209–217.10.1515/johh-2016-0030
  9. Cassel, D.K., Wendroth, O., Nielsen, D.R., 2000. Assessing spatial variability in an agricultural experiment station field: opportunities arising from spatial dependence. Agron. J., 92, 706–714.10.2134/agronj2000.924706x
  10. Cho, E., Zhang, A., Choi, M., 2016. The seasonal difference in soil moisture patterns considering the meteorological variables throughout the Korean peninsula. Terr. Atmos. Ocean. Sci., 27, 907–920.10.3319/TAO.2016.07.12.01
  11. Choi, M., Jacobs, J.M., 2007. Soil moisture variability of root zone profiles within SMEX02 remote sensing footprints. Adv. Water Resour., 30, 883–896.10.1016/j.advwatres.2006.07.007
  12. Cosh, M.H., Jackson, T.J., Bindlish, R., Prueger, J.H., 2004. Watershed scale temporal and spatial stability of soil moisture and its role in validating satellite estimates. Remote Sens. Environ., 92, 427–435.10.1016/j.rse.2004.02.016
  13. Cosh, M.H., Jackson, T.J., Starks, P., Heathman, G., 2006. Temporal stability of surface soil moisture in the Little Washita River watershed and its applications in satellite soil moisture product validation. J. Hydro., 323, 168–177.10.1016/j.jhydrol.2005.08.020
  14. Dumedah, G., Coulibaly, P., 2011. Evaluation of statistical methods for infilling missing values in high-resolution soil moisture data. J. Hydrol., 400, 95–102.10.1016/j.jhydrol.2011.01.028
  15. Fader, M., von Bloh, M., Shi, S., Bondeau, A., Cramer, W., 2015. Modelling Mediterranean agro-ecosystems by including agricultural trees in the LPJmL model. Geosci. Model. Dev., 8, 3545–3561.10.5194/gmd-8-3545-2015
  16. Gao, L., Shao, M.A., Wang, Y.Q., 2012. Spatial scaling of saturated hydraulic conductivity of soils in a small water-shed on the Loess Plateau, China. J. Soils Sediments, 12, 863–875.10.1007/s11368-012-0511-3
  17. Gao, L., Shao, M.A., Peng, X.H., She, D.L., 2015a. Spatio-temporal variability and temporal stability of water contents distributed within soil profiles at a hillslope scale. Catena, 132, 29–36.10.1016/j.catena.2015.03.022
  18. Gao, L., Lv, Y.J., Wang, D.D., Tahir, M., Peng, X.H., 2015b. Can shallow-layer measurements at a single location be used to predict deep soil water storage at the slope scale? J. Hydrol., 531, 534–542.10.1016/j.jhydrol.2015.11.002
  19. Gao, L., Lv, Y.J., Wang, D.D., Tahir, M., Biswas, A., Peng, X.H., 2016a. Soil water storage prediction at high space-time resolution along an agricultural hillslope. Agric. Water Manag., 165, 122–130.10.1016/j.agwat.2015.11.012
  20. Gao, X.D., Zhao, X.N., Brocca, L., Lv, T., Huo, G.P., Wu, P.T., 2016b. Upscaling of soil moisture content from surface to profile: multistation testing of observation operators. Hydrol. Earth Syst. Sci. Discuss. DOI: 10.5194/hess-2016-617.10.5194/hess-2016-617
  21. Gelhar, L.W., 1993. Stochastic Subsurface Hydrology. Prentice Hall, Englewood Cliffs, 390 p.
  22. Guber, A.K., Gish, T.J., Pachepsky, Y.A., van Genuchten, M.T., Daughtry, C.S.T., Nicholson, T.J., Cady, R.E., 2008. Temporal stability in soil water content patterns across agricultural fields. Catena, 73, 125–133.10.1016/j.catena.2007.09.010
  23. Heathman, G.C., Larose, M., Cosh, M.H., Bindlish, R., 2009. Surface and profile soil moisture spatio-temporal analysis during an excessive rainfall period in the Southern Great Plains, USA. Catena, 78, 159–169.10.1016/j.catena.2009.04.002
  24. Hu, W., Tallon, L.K., Si, B.C., 2012. Evaluation of time stability indices for soil water storage upscaling. J. Hydrol., 475, 229–241.10.1016/j.jhydrol.2012.09.050
  25. Hu, W., Si, B.C., 2016. Estimating spatially distributed soil water content at small watershed scales based on decomposition of temporal anomaly and time stability analysis. Hydrol. Earth Syst. Sci., 12, 6467–6503.10.5194/hessd-12-6467-2015
  26. Jarasiunas, G., Kinderiene, L., 2016. Impact of agro-environmental systems on soil erosion processes and soil properties on hilly landscape in Western Lithuania. J. Environ. Eng. Landsc., 24, 60–69.10.3846/16486897.2015.1054289
  27. Jenkins, G.M., Watts, D.G., 1968. Spectral Analysis and its Applications. Holden-Day, San Francisco, 525 p.
  28. Junqueira Junior, J.A., Mello, C.R., Owens, P.R., Mello, J.M., Curi, N., Alves, G.J., 2017. Time-stability of soil water content (SWC) in an Atlantic Forest - Latosol site. Geoderma, 288, 64–78.10.1016/j.geoderma.2016.10.034
  29. Korres, W., Reichenau, T.G., Fiener, P., Koyama, C.N., Bogena, H.R., Cornelissen, T., Baatz, R., Herbst, M., Diekkrüger, B., Vereecken, H., Schneider, H., 2015. Spatio-temporal soil moisture patterns – A meta-analysis using plot to catchment scale data. J. Hydrol., 520, 326–341.10.1016/j.jhydrol.2014.11.042
  30. Lai, R., 1998. Soil erosion impact on agronomic productivity and environment quality. Crit. Rev. Plant Sci., 17, 319–464.10.1080/07352689891304249
  31. Lee, E., Kim, S., 2017. Pattern similarity based soil moisture analysis for three seasons on a steep hillslope. J. Hydrol., 551, 484–494.10.1016/j.jhydrol.2017.06.028
  32. Li, X.Z., Shao, M.A., Jia, X.X., Wei, X.R., 2016. Profile distribution of soil–water content and its temporal stability along a 1340-m long transect on the Loess Plateau, China. Catena, 137, 77–86.10.1016/j.catena.2015.09.005
  33. Liu, B.X., Shao, M.A., 2014. Estimation soil water storage using temporal stability in four land uses over 10 years on the Loess Plateau, China. J. Hydrol., 517, 974–984.10.1016/j.jhydrol.2014.06.003
  34. Martínez-Fernández, J., Ceballos, A., 2005. Mean soil moisture estimation using temporal stability analysis. J. Hydrol., 312, 28–38.10.1016/j.jhydrol.2005.02.007
  35. Martínez, G., Pachepsky, Y.A., Vereecken, H., 2014. Temporal stability of soil water content as affected by climate and soil hydraulic properties: a simulation study. Hydrol. Process., 28, 1899–1915.10.1002/hyp.9737
  36. Martini, E., Wollschläger, U., Kögler, S., Behrens, T., Dietrich, P., Reinstorf, F., Schmidt, K., Weiler, M., Werban, U., Zacharias, S., 2015. Spatial and temporal dynamics of hillslope-scale soil moisture patterns: Characteristic states and transition mechanisms. Vadose Zone J., 14, 4, vzj2014.10.0150. DOI: 10.2136/vzj2014.10.0150.10.2136/vzj2014.10.0150
  37. Nasta, P., Penna, D., Brocca, L., Zuecco, G., Romano, N., 2018. Downscaling near-surface soil moisture from field to plot scale: A comparative analysis under different environmental conditions. J. Hydrol., 557, 97–108.10.1016/j.jhydrol.2017.12.017
  38. Pan, F., Pachepsky, Y., Jacques, D., Guber, A., Hill, R.L., 2012. Data assimilation with soil water content sensors and pedotransfer functions in soil water flow modeling. Soil Sci. Soc. Am. J., 76, 829–844.10.2136/sssaj2011.0090
  39. Rivera, D., Lillo, M., Granda, S., 2014. Representative locations from time series of soil water content using time stability and wavelet analysis. Environ. Monit. Assess., 186, 9075–9087.10.1007/s10661-014-4067-025249045
  40. Shen, Q., Gao, G.Y., Hu, W., Fu, B.J., 2016. Spatial-temporal variability of soil water content in a cropland shelterbelt-desert site in an arid inland river basin of Northwest China. J. Hydrol., 540, 873–885.10.1016/j.jhydrol.2016.07.005
  41. Soil Survey Staff, 2010. Keys to Soil Taxonomy. 11th ed. United States Department of Agriculture, Natural Resources Conservation Service, Washington, 338 p.
  42. Starks, P.J., Heathman, G.C., Jackson, T.J., Cosh, M.H., 2006. Temporal stability of soil moisture profile. J. Hydrol., 324, 400–411.10.1016/j.jhydrol.2005.09.024
  43. Stockinger, M.P., Bogena, H.R., Lücke, A., Diekkruger, B., Weiler, M., Vereecken, H., 2014. Seasonal soil moisture patterns: Controlling transit time distributions in a forested headwater catchment. Water Resour. Res., 50, 5270–5289.10.1002/2013WR014815
  44. Tahir, M., Lv, Y.J., Gao, L., Hallett, P.D., Peng, X.H., 2016. Soil water dynamics and availability for citrus and peanut along a hillslope at the Sunjia Red Soil Critical Zone Observatory (CZO). Soil Till. Res., 163, 110–118.10.1016/j.still.2016.05.017
  45. Vachaud, G., Passerat De Silans, A., Balabanis, P., Vauclin, M., 1985. Temporal stability of spatially measured soil water prob- ability density function. Soil Sci. Soc. Am. J., 49, 822–828.10.2136/sssaj1985.03615995004900040006x
  46. Vanderlinden, K., Vereecken, H., Hardelauf, H., Herbst, M., Martínez, G., Cosh, M.H., Pachepsky, Y., 2012. Temporal stability of soil water contents: A review of data and analysis. Vadose Zone J., 11, 4, vzj2011.0178. DOI: 10.2136/vzj2011.0178.10.2136/vzj2011.0178
  47. Wang, T.J., Wedin, D.A., Franz, T.E., Hiller, J., 2015a. Effect of vegetation on the temporal stability of soil moisture in grass-stabilized semi-arid sand dunes. J. Hydrol., 521, 447–459.10.1016/j.jhydrol.2014.12.037
  48. Wang, Y.Q., Hu, W., Zhu, Y.J., Shao, M.A., Xiao, S., Zhang, C.C., 2015b. Vertical distribution and temporal stability of soil water in 21-m profiles under different land uses on the Loess Plateau in China. J. Hydrol., 527, 543–554.10.1016/j.jhydrol.2015.05.010
  49. Wang, T.J., Liu, Q., Franz, T.E., Li, R.P., Lang, Y.C., Fiebrich, C.A., 2017. Spatial patterns of soil moisture from two regional monitoring networks in the United States. J. Hydrol., 552, 578–585.10.1016/j.jhydrol.2017.07.035
  50. Western, A.W., Blöschl, G., 1999. On the spatial scaling of soil moisture. J. Hydrol., 217, 203–224.10.1016/S0022-1694(98)00232-7
  51. Zhang, P.P., Shao, M.A., Zhang, X.C., 2015. Scale-dependence of temporal stability of surface-soil moisture in a desert area in northwestern China. J. Hydrol., 527, 1034–1044.10.1016/j.jhydrol.2015.05.015
  52. Zhang, Z.B., Lin, L, Wang, Y., Peng, X.H., 2016. Temporal change in soil macropores measured using tension infiltrometer under different land uses and slope positions in subtropical China. J. Soils Sediments, 16, 854–863.10.1007/s11368-015-1295-z
  53. Zhao, Y., Zhang, B., Hill, R., 2012. Water use assessment in alley cropping systems within subtropical China. Agroforest Syst., 84, 243–259.10.1007/s10457-011-9458-4
  54. Zhu, Q., Zhou, Z.W., Duncan, E.W., Lv, L.G., Liao, K.H., Feng, H.H., 2017. Integrating real-time and manual monitored data to predict hillslope soil moisture dynamics with high spatio-temporal resolution using linear and non-linear models. J. Hydrol., 545, 1–11.10.1016/j.jhydrol.2016.12.014
  55. Zreda, M., Shuttleworth, W., Zeng, X., Zweck, C., Desilets, D., Franz, T., Rosolem, R. 2012. COSMOS: the cosmic-ray soil moisture observing system. Hydrology and Earth System Sciences, 16, 4079–4099.10.5194/hess-16-4079-2012
DOI: https://doi.org/10.2478/johh-2019-0006 | Journal eISSN: 1338-4333 | Journal ISSN: 0042-790X
Language: English
Page range: 260 - 270
Submitted on: Jan 23, 2018
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Accepted on: Sep 5, 2018
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Published on: Jun 26, 2019
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2019 Lei Gao, Yaji Wang, Josie Geris, Paul D. Hallett, Xinhua Peng, published by Slovak Academy of Sciences, Institute of Hydrology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.