References
Bachmair, S., Weiler, M., Nützmann, G., 2009. Controls of land use and
soil structure on water movement: Lessons for pollutant transfer through
the unsaturated zone. J. Hydrol. 369, 241–252.
Baldwin, D., Naithani, K.J., Lin, H. 2017. Combined soil-terrain
stratification for characterizing catchment-scale soil moisture
variation. Geoderma. 285, 260–269.
Beven, K., Asadullah, A., Bates, P., Blyth, E., Chappell, N., Child, S.,
…and T., Wagener. 2020. Developing observational methods to drive
future hydrological science: Can we make a start as a community? Hydrol.
Proc., 34, 868–873.
Bourennane, H., King, D., Couturier, A., 2000. Comparison of kriging
with external drift and simple linear regression for predicting soil
horizon thickness with different sample densities. Geoderma. 97,
255–271.
Brocca, L., Morbidelli, R., Melone, F., & Moramarco, T. (2007). Soil
moisture spatial variability in experimental areas of central Italy. J.
Hydrol. 333(2-4), 356–373.
Deiana, R., Cassiani, G., Villa, A., Bagliani, Andrea, Bruno, V., 2008.
Calibration of a vadose zone model using water injection monitored by
GPR and electrical resistant tomography. Vadose Zone J. 7, 215–226.
http://dx.doi.org/10.2136/vzj2006.0137.
D’Odorico, P., Porporato, A.,
2004. Preferential states in soil moisture and climate dynamics. Proc.
Natl. Acad. Sci. U. S. A. 101, 8848-51. doi: 10.1073/pnas.0401428101.
Dunn, S.M., Lilly, A., 2001. Investigating the relationship between a
soils classification and the spatial parameters of a conceptual
catchment-scale hydrological model. J. Hydrol. 252, 157–173.
Entin, J.K., Robock, A., Vinnikov, K.Y., Hollinger, S.E., Liu, S.,
Namkhai, A., 2000. Temporal and spatial scales of observed soil moisture
variations in the extratropics. J. Geophys. Res. 105, 11865–11877.
Famiglietti,
J.S., Rudnicki, J.W., Rodell, M., 1998. Variability in surface moisture
content along a hillslope transect: Rattlesnake Hill, Texas. J. Hydrol.
210, 259–281.
Famiglietti,
J.S., Ryu, D., Berg, A.A., Rodell, M., and Jackson, T.J., 2008. Field
observations of soil moisture variability across scales. Water. Resour.
Res. 44, W01423, doi:10.1029/2006WR005804.
Grayson, R.B., Blöschl, G., Western, A.W., McMahon, T.A., 2002. Advances
in the use of observed spatial patterns of catchment hydrological
response. Adv. Water Resour. 25, 1313–1334.
Grayson, R.B., Western, A.W., Chiew, F.H.S., Blöschl, G., 1997.
Preferred states in spatial soil moisture patterns: local and non local
controls. Water. Resour. Res. 33, 2897–2908.
Gu, W.Z., Liu, J.F., Lin, H.S., Lin, J., Liu, H.W., Liao, A.-M., Wang,
N., Wang, W.Z., Ma, T., Yang, N., Li, X.G., Zhuo, P., Cai, Z. 2018. Why
hydrological maze: The hydropedological trigger? Review of experiments
at Chuzhou Hydrology Laboratory. Vadose Zone J. 17:170174.
doi:10.2136/vzj2017.09.0174.
Guo, L., H. Lin, B. Fan, J. Nyquist, L. Toran, G. Mount. 2019.
Preferential flow through shallow fractured bedrock and a 3D
fill-and-spill model of hillslope subsurface hydrology. J. Hydrol. 576,
430–442.
Ireson, A.M., Butler, A.P., 2011. Controls on preferential recharge to
Chalk aquifers. J. Hydrol. 398, 109-123.
James, A.L., Roulet, N.T., 2009. Antecedent moisture conditions and
catchment morphology as controls on spatial patterns of runoff
generation in small forest catchments. J. Hydrol. 377, 351–366.
Jawson, S.D., and J.D. Niemann. 2007. Spatial patterns from EOF analysis
of soil moisture at a large scale and their dependence on soil, landuse,
and topographic properties, Adv. Water Resour., 30(3), 366–381.
Joshi, C.B., Mohanty, B.P. 2010, Physical controls of near surface soil
moisture across varying spatial scales in an agricultural landscape
during SMEX02, Water Resour. Res., 46, W12503, doi:10.1029/2010WR009152.
Korres, W., T.G. Reichenau, P. Fiener, C.N. Koyama, H.R. Bogena, T.
Cornelissen, R. Baatz, M. Herbst, B. Diekkrüger, H. Vereecken, and K.
Schneider. 2015. Spatio-temporal soil moisture patterns-A meta-analysis
using plot to catchment scale. J. Hydrol. 520, 326–341.
Koster, R.D., Dirmeyer, P.A., Guo, Z., Bonan, G., Chan, E., Cox, P.,
Gordon, C.T., Kanae, S., Kowalczyk, E., Lawrence, D., Liu, P., Lu,
C.-H., Malyshev, S., McAvaney, B., Mitchell, K., Mocko, D., Oki, T.,
Oleson, K., Pitman, A., Sud, Y.C., Taylor, C.M., Verseghy, D., Vasic,
R., Xue, Y., Yamada, T., 2004. Regions of strong coupling between soil
moisture and precipitation. Science 305, 1138–1140.
Koster, R.D., Suarez, M.J., Higgins, R.W., Van Den Dool, H.M., 2003.
Observational evidence that soil moisture variations affect
precipitation. Geophys. Res. Lett. 30, 1241. doi: 10.1029/2002GL016571.
Li, X.Y., Z.P. Yang, Y.T. Li, and H.S. Lin. 2009. Connecting
ecohydrology and hydropedology in desert shrubs: Stemflow as a source of
preferential water flow in soils. Hydrol. Earth Syst. Sci. 13,
1133–1144.
Lilly, A., Boorman, D.B., Hollis, J.M., 1998. The development of a
hydrological classification of UK soils and the inherent scale changes.
Nutr. Cycl. Agroeco. 50, 299–302.
Lin, H., Zhou, X., 2008. Evidence of subsurface preferential flow using
soil hydrologic monitoring in the Shale Hills catchment. Eur. J. Soil
Sci. 59, 34–49.
Lin, H.S. 2006. Temporal stability of soil moisture spatial pattern and
subsurface preferential flow pathways in the Shale Hills Catchment.
Vadose Zone J. 5, 317–340.
Lin, H.S., Bouma, J., Pachepsky, Y., Western, A.W., Thompson, J.A., van
Genuchten, M.T., Vogel., H., Lilly, A., 2006. Hydropedology: Synergistic
integration of pedology and hydrology. Water. Resour. Res. 42, W05301,
doi: 10.1029/2005WR004085.
Ma, Y., Li, X., Guo, L., Lin, H., 2017. Hydropedology: interactions
between pedologic and hydrologic processes across spatiotemporal scales.
Earth Sci. Rev. 171, 181–195.
Martini, E., U. Wollschläger, A. Musolff, U. Werban, and S. Zacharias.
2017. Principal component analysis of the spatiotemporal pattern of soil
moisture and apparent electrical conductivity. Vadose Zone J. 16(10).
doi:10.2136/vzj2016.12.0129.
Meyles, E., Williams, A., Ternan, L., Dowd, J., 2003. Runoff generation
in relation to soil moisture patterns in a small Dartmoor catchment,
Southwest England. Hydrol. Process. 17, 251–264.
Owe, M., Jones, E.B., Schmugge, T.J., 1982. Soil moisture variation
patterns observed in Hand Country, South Dakota. Water. Resour. Bull.
18, 949–954.
Perry, M.A. and Niemann, J.D., 2008. Generation of soil moisture
patterns at the catchment scale by EOF interpolation. Hydrol. Earth.
Syst. Sci. 12: 39–53.
Shi, Y., Baldwin, D.C., Davis, K.J., Yu, X., Duffy, C.J., Lin, H., 2015.
Simulating high-resolution soil moisture patterns in the Shale Hills
watershed using a land surface hydrologic model. Hydrol. Process. 29,
4624–4637. http://dx.doi.org/10.1002/hyp.10593.
Shouse, P.J., Russell, W.B., Burden, D.S., Swlim, H.M., Sisson, J.B. and
van Genuchten, M.Th., 1995. Spatial variability of soil water retention
functions in a silt loam soil. Soil Sci. 159, 1–12.
Starr, J.L. and Timlin, D.J., 2004. Using high-resolution soil moisture
data to assess soil water dynamics in the vadose zone, Vadose Zone J. 3,
926–935.
Takagi, K., Lin, H.S., 2011. Temporal evolution of soil moisture spatial
variability in the Shale Hills catchment. Vadose Zone J. 10, 832–842.
Takagi, K., Lin, H.S., 2012. Changing controls of soil moisture spatial
organization in the Shale Hills Catchment. Geoderma 173–174, 289–302.
Temimi, M., R. Leconte, N. Chaouch, P. Sukumal, R. Khanbilvardi, and F.
Brissette. 2010. A combination of remote sensing data and topographic
attributes for the spatial and temporal monitoring of soil wetness, J.
Hydrol. 388(1-2), 28–40.
Wagenet, R.J., 1998. Scale issues in agroecological research chains.
Nutr. Cycl. Agroecosys. 50, 23–34.
Western, A.W., Grayson, R.B., Blöschl, G., 2002. Scaling of soil
moisture: a hydrologic perspective. Annu. Rev. Earth. Pl. Sci. 30,
149–180.
Western, A.W., Grayson, R.B., Blöschl, G., Willgoose, G.R., McMahon
T.A., 1999. Observed spatial organization of soil moisture and its
relation to terrain indices. Water. Resour. Res. 35, 797–810.
Yoo, C., Kim, S., 2004. EOF analysis of surface soil moisture field
variability. Adv. Water Resour. 27(8), 831–842.
Zehe, E., and Bloschl, G. 2004. Predictability of hydrologic response at
the plot and catchment scales: Role of initial conditions. Water Resour.
Res., 40(10), W10202. doi: 10.1029/2003WR002869.
Zhao, Y., Tang, J., Zhu, Q., Takagi, K., Graham, C.B., Lin, H., 2012.
Hydropedology in the ridge and valley: soil moisture patterns and
preferential flow dynamics in two contrasting landscapes. Hydropedology
(Chapter 12). Edited by H. Lin. Academic Press. 381–411.
Zhao, Y., Peth, S., Horn, R., Hallett, P., Wang, X.Y., Giese, M., Gao,
Y.Z., 2011. Factors controlling the spatial patterns of soil moisture
investigated by multivariate and geostatistical analysis. Ecohydrology
4, 36–48.
Zhao, Y., Peth, S., Wang, X.Y., Lin, H.S., and Horn, R. 2010. Temporal
stability of surface soil moisture spatial patterns and their
controlling factors in a semi-arid steppe. Hydrol. Proc. 24,
2507–2519.
Zhu, Q., and H.S. Lin. 2010. Interpolation of soil properties based on
combined information of spatial structure, sample size and auxiliary
variables. Pedosphere 20, 594–606.