The DOI matches its Crossref record; 302 of the 302 references it cites were found in a registry or an index.
On the spatio-temporal dynamics of soil moisture at the field scale
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“TLMs are deployed in smart agriculture systems to interpret sensor data on soil moisture [146], temperature, and humidity, allowing automated irrigation systems to respond to natural language commands.”
From Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions (2025) · cites this paper as [146]
Citations
Cites
Items 201–302 of 302
Mester, A., van der Kruk, J., Zimmermann, E., et al. (2011) · Vadose Zone Journal · doi:10.2136/vzj2011.0035 · Cited by 76
Temporal Dynamics of Soil Moisture Spatial Variability in the Shale Hills Critical Zone Observatory
Takagi, K., & Lin, H. (2011) · Vadose Zone Journal · doi:10.2136/vzj2010.0134 · Cited by 73
Santos, F. A. M., Triantafilis, J., Bruzgulis, K., et al. (2010) · Vadose Zone Journal · doi:10.2136/vzj2009.0088 · Cited by 73
Montzka, C., Bogena, H., Weihermüller, L., et al. (2012) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2012.2206031 · Cited by 73
Self-citationEstimating spatial variability in soil moisture with a simplified dynamic model
Clapp, R. B., Hornberger, G. M., & Cosby, B. J. (1983) · Water Resources Research · doi:10.1029/wr019i003p00739 · Cited by 72
Use of TerraSAR-X Data to Retrieve Soil Moisture Over Bare Soil Agricultural Fields
Baghdadi, N., Aubert, M., & Zribi, M. (2011) · IEEE Geoscience and Remote Sensing Letters · doi:10.1109/lgrs.2011.2173155 · Cited by 71
First evaluation of the simultaneous SMOS and ELBARA-II observations in the Mediterranean region
Wigneron, J., Schwank, M., López-Baeza, E., et al. (2012) · Remote Sensing of Environment · doi:10.1016/j.rse.2012.04.014 · Cited by 71
Wollschläger, U., Gerhards, H., Yu, Q., et al. (2010) · The cryosphere · doi:10.5194/tc-4-269-2010 · Cited by 71
Soil moisture retrieval using the passive/active l- and s-band radar/radiometer
Bolten, J., Lakshmi, V., & Njoku, E. G. (2003) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2003.815401 · Cited by 71
Influence of spatially variable soil hydraulic properties and rainfall intensity on the water budget
Kim, C. P., & Stricker, J. N. M. (1996) · Water Resources Research · doi:10.1029/96wr00603 · Cited by 71
Scales and locations of time stability of soil water storage in a hummocky landscape
Biswas, A., & Si, B. (2011) · Journal of Hydrology · doi:10.1016/j.jhydrol.2011.07.027 · Cited by 70
Besson, A., Cousin, I., Bourennane, H., et al. (2010) · European Journal of Soil Science · doi:10.1111/j.1365-2389.2009.01211.x · Cited by 70
Martínez, G., Pachepsky, Y. A., & Vereecken, H. (2014) · Journal of Hydrology · doi:10.1016/j.jhydrol.2014.01.069 · Cited by 69
Self-citationMapping Field-Scale Soil Moisture With L-Band Radiometer and Ground-Penetrating Radar Over Bare Soil
Jonard, F., Weihermüller, L., Jadoon, K. Z., et al. (2011) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2011.2114890 · Cited by 69
Self-citationModeling local control effects on the temporal stability of soil water content
Martínez, G., Pachepsky, Y. A., Vereecken, H., et al. (2012) · Journal of Hydrology · doi:10.1016/j.jhydrol.2012.12.024 · Cited by 68
Self-citationRusso, D. (1998) · Water Resources Research · doi:10.1029/97wr03619 · Cited by 67
Wang, C., Zuo, Q., & Zhang, R. (2008) · Journal of Hydrology · doi:10.1016/j.jhydrol.2008.01.011 · Cited by 67
Jonard, F., Mahmoudzadeh, M., Roisin, C., et al. (2013) · Geoderma · doi:10.1016/j.geoderma.2013.05.024 · Cited by 67
On the geostatistical characterization of hierarchical media
Neuman, S. P., Riva, M., & Guadagnini, A. (2008) · Water Resources Research · doi:10.1029/2007wr006228 · Cited by 65
Plot‐ and watershed‐scale soil moisture variability in a humid Piedmont watershed
Tague, C., Band, L. E., Kenworthy, S. T., et al. (2010) · Water Resources Research · doi:10.1029/2009wr008078 · Cited by 65
Electromagnetic scattering from grassland. I. A fully phase-coherent scattering model
Stiles, J. M., & Sarabandi, K. (2000) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/36.823929 · Cited by 65
Cassiani, G., Ursino, N., Deiana, R., et al. (2012) · Vadose Zone Journal · doi:10.2136/vzj2011.0195 · Cited by 64
Zhang, D., Wallstrom, T. C., & Winter, C. L. (1998) · Water Resources Research · doi:10.1029/98wr00317 · Cited by 64
Álvarez‐Mozos, J., Verhoest, N. E. C., Larrañaga, A., et al. (2009) · Sensors · doi:10.3390/s90100463 · Cited by 63
Wang, S., Li, X., Han, X., et al. (2011) · Hydrology and earth system sciences · doi:10.5194/hess-15-1415-2011 · Cited by 63
Multi‐scale spatial correlation and scaling behavior of surface soil moisture
Ryu, D., & Famiglietti, J. S. (2006) · Geophysical Research Letters · doi:10.1029/2006gl025831 · Cited by 62
Soil–Water–Root Processes: Advances in Tomography and Imaging
Pohlmeier, A., Haber-Pohlmeier, S., Javaux, M., et al. (2013) · SSSA special publication series · doi:10.2136/sssaspecpub61 · Cited by 61
Pan, Y., Wang, X.-P., Jia, R., et al. (2008) · Journal of Arid Environments · doi:10.1016/j.jaridenv.2008.03.010 · Cited by 61
Das, N. N., & Mohanty, B. P. (2007) · Remote Sensing of Environment · doi:10.1016/j.rse.2007.05.007 · Cited by 61
Soil water content variability at the hillslope scale: Impact of surface sealing
Sela, S., Svoray, T., & Assouline, S. (2012) · Water Resources Research · doi:10.1029/2011wr011297 · Cited by 60
A STATISTICAL ANALYSIS OF SIX HYSTERESIS MODELS FOR THE MOISTURE RETENTION CHARACTERISTIC
Viaene, P., Vereecken, H., Diels, J., et al. (1994) · Soil Science · doi:10.1097/00010694-199406000-00003 · Cited by 60
Self-citationWater flow and solute spreading in heterogeneous soils with spatially variable water content
Harter, T., & Zhang, D. (1999) · Water Resources Research · doi:10.1029/1998wr900027 · Cited by 60
Vegetation canopy anisotropy at 1.4 GHz
Hornbuckle, B. K., England, A. W., Roo, R. D. D., et al. (2003) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2003.817192 · Cited by 60
Zhu, Q., Liao, K., Xu, Y., et al. (2013) · Soil Research · doi:10.1071/sr12228 · Cited by 59
Topsoil Structure Influencing Soil Water Retrieval by Microwave Radiometry
Schneeberger, K., Schwank, M., Stamm, C., et al. (2004) · Vadose Zone Journal · doi:10.2136/vzj2004.1169 · Cited by 58
Yang, Z., Ouyang, H., Zhang, X., et al. (2010) · Environmental Earth Sciences · doi:10.1007/s12665-010-0716-y · Cited by 57
Oberdörster, C., Vanderborght, J., Kemna, A., et al. (2010) · Vadose Zone Journal · doi:10.2136/vzj2009.0073 · Cited by 57
Self-citationHuisman, J. A., Snepvangers, J. J. J. C., Bouten, W., et al. (2003) · Vadose Zone Journal · doi:10.2136/vzj2003.5190 · Cited by 57
Self-citationGarré, S., Coteur, I., Wongleecharoen, C., Kongkaew, T., Diels, J., & Vanderborght, J. (2013) · Vadose Zone Journal · doi:10.2136/vzj2012.0129 · Cited by 56
Self-citationWu, X., Liu, M., & Wu, Y. (2012) · ACM Transactions on Sensor Networks · doi:10.1145/2240116.2240122 · Cited by 56
Strebelle, S. B., Payrazyan, K., & Caers, J. (2003) · SPE Journal · doi:10.2118/85962-pa · Cited by 56
Field studies of GPR air launched surface reflectivity measurements of soil water content
Redman, J. D., Davis, J. L., Galagedara, L., et al. (2002) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.462256 · Cited by 56
Studying the spatial structure evolution of soil water content using multivariate geostatistics
Buttafuocò, G., Castrignanò, A., Busoni, E., et al. (2005) · Journal of Hydrology · doi:10.1016/j.jhydrol.2005.01.018 · Cited by 55
Sudduth, K. A., Myers, D. B., Kitchen, N. R., & Drummond, S. T. (2012) · Geoderma · doi:10.1016/j.geoderma.2012.10.006 · Cited by 54
Spatial soil moisture scaling structure during Soil Moisture Experiment 2005
Choi, M., & Jacobs, J. M. (2010) · Hydrological Processes · doi:10.1002/hyp.7877 · Cited by 54
On bimodality in warm season soil moisture observations
Teuling, A. J., Uijlenhoet, R., & Troch, P. (2005) · Geophysical Research Letters · doi:10.1029/2005gl023223 · Cited by 54
Manus, C., Anquetin, S., Braud, I., et al. (2009) · Hydrology and earth system sciences · doi:10.5194/hess-13-79-2009 · Cited by 53
AirMOSS: An Airborne P-band SAR to measure root-zone soil moisture
Chapin, E., Chau, A. H., Chen, J. A., et al. (2012) · Proceedings of the IEEE National Radar Conference · doi:10.1109/radar.2012.6212227 · Cited by 52
Statistical properties of soil moisture images revisited
Ołdak, A., Pachepsky, Y. A., Jackson, T. J., et al. (2002) · Journal of Hydrology · doi:10.1016/s0022-1694(01)00507-8 · Cited by 52
Self-citationVereecken, H., Weihermüller, L., Jonard, F., et al. (2012) · Vadose Zone Journal · doi:10.2136/vzj2011.0138ra · Cited by 50
Self-citationCharacterization of soil moisture conditions at temporal scales from a few days to annual
Lauzon, N., Anctil, F., & Petrinovic, J. F. (2004) · Hydrological Processes · doi:10.1002/hyp.5656 · Cited by 50
Near‐Surface Soil Water Content Measurements Using Horn Antenna Radar: Methodology and Overview
Serbin, G., & Or, D. (2003) · Vadose Zone Journal · doi:10.2136/vzj2003.5000 · Cited by 49
Martínez, G., Pachepsky, Y. A., & Vereecken, H. (2013) · Hydrological Processes · doi:10.1002/hyp.9737 · Cited by 46
Self-citationA possible mechanism for soil moisture bimodality in humid‐land environments
Daly, E., Zinger, Y., Deletić, A., et al. (2009) · Geophysical Research Letters · doi:10.1029/2008gl036933 · Cited by 45
Herbst, M., & Diekkrüger, B. (2003) · Physics and Chemistry of the Earth Parts A/B/C · doi:10.1016/s1474-7065(03)00033-0 · Cited by 45
Self-citationAspects of soil moisture variability in the Washita '92 study region
Cosh, M. H., & Brutsaert, W. H. (1999) · Journal of Geophysical Research Atmospheres · doi:10.1029/1999jd900110 · Cited by 44
Pierdicca, N., Pulvirenti, L., Bignami, C., et al. (2013) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · doi:10.1109/jstars.2012.2237162 · Cited by 42
Influence of Sample Size on Chemical and Physical Soil Measurements
Starr, J. L., Meisinger, J. J., & Parkin, T. B. (1995) · Soil Science Society of America Journal · doi:10.2136/sssaj1995.03615995005900030012x · Cited by 42
Triantafilis, J., Ribeiro, J. A., Page, D., et al. (2013) · Vadose Zone Journal · doi:10.2136/vzj2012.0086 · Cited by 40
doninck, J. V., Peters, J., Lievens, H., et al. (2012) · Hydrology and earth system sciences · doi:10.5194/hess-16-773-2012 · Cited by 40
Hong, S., & Shin, I. (2011) · Journal of Hydrology · doi:10.1016/j.jhydrol.2011.05.005 · Cited by 37
Li, X., Zhang, L., Weihermüller, L., et al. (2013) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2013.2251887 · Cited by 37
Self-citationVolume-Accuracy Relationship in Soil Moisture Sampling
Hawley, M. E., McCuen, R. H., & Jackson, T. J. (1982) · Journal of the Irrigation and Drainage Division · doi:10.1061/jrcea4.0001367 · Cited by 36
Robinson, D. A., Kelleners, T. J., Cooper, J. D., et al. (2005) · Vadose Zone Journal · doi:10.2136/vzj2004.0131 · Cited by 34
Pollacco, J. A. P., & Mohanty, B. P. (2012) · Vadose Zone Journal · doi:10.2136/vzj2011.0167 · Cited by 34
Water Conservation Potential of Smart Irrigation Controllers
Dukes, M. D. (2010) · doi:10.13031/2013.35888 · Cited by 33
Computer controlled 36 channel time domain reflectometry system for monitoring soil water contents
(1991) · International Journal of Rock Mechanics and Mining Sciences & Geomechanics Abstracts · doi:10.1016/0148-9062(91)93009-u · Cited by 33
A multidisciplinary approach to reconstructing Late Glacial and Early Holocene landscapes
Smedt, P. D., Meirvenne, M. V., Davies, N. S., et al. (2012) · Journal of Archaeological Science · doi:10.1016/j.jas.2012.09.004 · Cited by 32
Wu, C.-C., & Margulis, S. A. (2013) · Vadose Zone Journal · doi:10.2136/vzj2011.0176 · Cited by 32
Koyama, C. N., Korres, W., Fiener, P., et al. (2010) · Vadose Zone Journal · doi:10.2136/vzj2009.0165 · Cited by 32
Polarimetric Two-Scale Model for Soil Moisture Retrieval via Dual-Pol HH-VV SAR Data
Iodice, A., Natale, A., & Riccio, D. (2013) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · doi:10.1109/jstars.2013.2238893 · Cited by 31
Dimitrov, M., Vanderborght, J., Kostov, K. G., et al. (2014) · Vadose Zone Journal · doi:10.2136/vzj2013.04.0075 · Cited by 30
Self-citationAbuduwaili, J., Tang, Y., Abulimiti, M., et al. (2012) · Journal of Arid Land · doi:10.3724/sp.j.1227.2012.00441 · Cited by 28
Pan, F., Pachepsky, Y. A., Jacques, D., et al. (2012) · Soil Science Society of America Journal · doi:10.2136/sssaj2011.0090 · Cited by 27
Self-citationOn the scaling characteristics of observed and simulated spatial soil moisture fields
Gebremichael, M., Rigon, R., Bertoldi, G., et al. (2009) · Nonlinear processes in geophysics · doi:10.5194/npg-16-141-2009 · Cited by 27
In‐Situ and Remote Soil Moisture Sensing Technologies for Vadose Zone Hydrology
Fares, A., Temimi, M., Morgan, K. T., et al. (2013) · Vadose Zone Journal · doi:10.2136/vzj2013.03.0058 · Cited by 26
Geophysical Methods for Field‐Scale Imaging of Root Zone Properties and Processes
Vanderborght, J., Huisman, J. A., van der Kruk, J., et al. (2013) · SSSA special publication series · doi:10.2136/sssaspecpub61.c12 · Cited by 25
Self-citationRomshoo, S. A. (2004) · Environmental Geology · doi:10.1007/s00254-003-0891-1 · Cited by 25
Moghadas, D., André, F., Bradford, J. H., et al. (2011) · Near Surface Geophysics · doi:10.3997/1873-0604.2012002 · Cited by 23
Adams, J. R., van den Berg, A. A., & McNairn, H. E. (2013) · Vadose Zone Journal · doi:10.2136/vzj2012.0070 · Cited by 23
Wollschläger, U., & Roth, K. (2005) · Subsurface Sensing Technologies and Applications · doi:10.1007/s11220-005-0007-y · Cited by 23
Identifying Soil Patterns at Different Spatial Scales with a Multi-Receiver EMI Sensor
Saey, T., Smedt, P. D., Clercq, W. D., et al. (2013) · Soil Science Society of America Journal · doi:10.2136/sssaj2012.0276 · Cited by 23
Mapping complex soil patterns with multiple‐point geostatistics
Meerschman, E., Meirvenne, M. V., Vijver, E. V. D., et al. (2013) · European Journal of Soil Science · doi:10.1111/ejss.12033 · Cited by 23
Loew, A., & Mauser, W. (2006) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2005.862501 · Cited by 23
Hohn, M. E. (1999) · Springer eBooks · doi:10.1007/978-94-011-4425-4_4 · Cited by 23
Modeling leaching of viruses by the Monte Carlo method
Faulkner, B. R., Lyon, W. G., Khan, F. A., & Chattopadhyay, S. (2003) · Water Research · doi:10.1016/s0043-1354(03)00419-6 · Cited by 21
Detecting changes in surface soil moisture content using differential SAR interferometry
Barrett, B., Whelan, P. M., & Dwyer, E. (2013) · International Journal of Remote Sensing · doi:10.1080/01431161.2013.813654 · Cited by 21
Wireless soil moisture sensor networks for environmental monitoring and vineyard irrigation
Hübner, C., Cardell‐Oliver, R., Becker, R., et al. (2009) · UWA Profiles and Research Repository (UWA) · Cited by 18
A note on the relationship between size of area and soil moisture variability
Reynolds, S. G. (1974) · Journal of Hydrology · doi:10.1016/0022-1694(74)90096-1 · Cited by 18
Cosh, M. H., Evett, S. R., & McKee, L. G. (2012) · Advances in Water Resources · doi:10.1016/j.advwatres.2012.07.009 · Cited by 17
Profile Soil Moisture Across Spatial Scales Under Different Hydroclimatic Conditions
Das, N. N., Mohanty, B. P., & Njoku, E. G. (2010) · Soil Science · doi:10.1097/ss.0b013e3181e83dd3 · Cited by 16
Pan, X., Wollschläger, U., Gerhards, H., et al. (2012) · Journal of Applied Geophysics · doi:10.1016/j.jappgeo.2012.02.007 · Cited by 14
Vázquez, E. V., Paz‐Ferreiro, J., Vieira, S. R., et al. (2012) · Soil Science · doi:10.1097/ss.0b013e318241119a · Cited by 14
Lee, T. R., & Hornberger, G. M. (2006) · Geophysical Research Letters · doi:10.1029/2005gl025536 · Cited by 14
Guber, A. K., & Pachepsky, Y. A. (2010) · Cited by 14
Self-citationZakharova, E. A., Calvet, J., Lafont, S., et al. (2012) · Hydrology and earth system sciences · doi:10.5194/hess-16-1725-2012 · Cited by 13
Vereecken, H., Kamai, T., Harter, T., et al. (2008) · Water Resources Research · doi:10.1029/2008wr006911 · Cited by 12
Self-citationBramer, L., Hornbuckle, B. K., & Caragea, P. C. (2013) · Vadose Zone Journal · doi:10.2136/vzj2012.0100 · Cited by 10
Jilili, Abuduwaili, Yang, et al. (2012) · Acta Scientiarum Naturalium Universitatis Sunyatseni · Cited by 10
Weihermüller, L., Huisman, J. A., Hermes, N., et al. (2013) · Vadose Zone Journal · doi:10.2136/vzj2012.0194 · Cited by 9
Self-citationSummerell, G., Shoemark, V., Grant, S., et al. (2009) · IEEE Geoscience and Remote Sensing Letters · doi:10.1109/lgrs.2009.2015967 · Cited by 7
Carretero (1998) · doi:10.1175/1520-0477(1998)079
Flagged first, then by citations
Research works printed but not linked: 4
- Antonov, 2012, Determination of soil hydrological parameters of a multi-layered loess complex using Hydrus-2D and field infiltration experiments, Comptes Rendus De L Academie Bulgare Des Sci., 65, 1717
- Chukhlantsev, 2003, Attenuation of electromagnetic waves by vegetation canopies, J. Commun. Technol. Electr., 48, 1177
- Vereecken, 2012, Characterization of crop canopies and water stress related phenomena using microwave remote sensing methods: a review, Vadose Zone J., 11, 10.2136/vzj2011.0138ra · DOI
- Weihermuller, 2013, A new TDR multiplexing system for reliable electrical conductivity and soil water content measurements, Vadose Zone J., 12, 10.2136/vzj2012.0194 · DOI
Cited by
Sorted by citations
Lamaakal, I., Maleh, Y., El Makkaoui, K., Ouahbi, I., Pławiak, P., Alfarraj, O., Almousa, M., & Abd El-Latif, A. A. (2025) · Sensors · doi:10.3390/s25051318 · Cited by 60
Hosseini, R., Newlands, N., Dean, C., & Takemura, A. (2015) · Remote Sensing · doi:10.3390/rs70302752 · Cited by 31
Metadata
- Authors
- Vereecken, H., Huisman, J. A., Pachepsky, Y., Montzka, C., van der Kruk, J., Bogena, H., Weihermüller, L., Herbst, M., Martinez, G., & Vanderborght, J.
- Affiliations
- Forschungszentrum Jülich (DE)
- Agricultural Research Service (US)
- Corresponding author
- Vereecken, H.
- ORCID
- Venue
- Journal of Hydrology
- Publisher
- Elsevier BV
- Published
- 2014-08
- Volume
- 516
- Pages
- 76-96
- ISSN
- 0022-1694 (ISSN-L)
- OpenAlex
- W2070817134
- Cited by
- 584
- References
- 302
- Citations by year
- 2026: 43 · 2025: 57 · 2024: 51 · 2023: 58 · 2022: 71 · 2021: 58 · 2020: 51 · 2019: 44 · 2018: 40 · 2017: 40 · 2016: 32 · 2015: 28 · 2014: 11
- FWCI
- 19.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Hydrology (publishedVersion)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Soil Moisture and Remote Sensing
- Physical Sciences › Engineering › Civil and Structural Engineering › Soil and Unsaturated Flow
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Geostatistics and Mapping
- Keywords
- soil moisture, spatiotemporal dynamics, field scale, soil moisture variability, remote sensing of soil moisture, temporal stability analysis, wavelet analysis, empirical orthogonal functions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
