Articles | Volume 18, issue 8
https://doi.org/10.5194/hess-18-3095-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-18-3095-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
20 Aug 2014
Research article |
| 20 Aug 2014
Using similarity of soil texture and hydroclimate to enhance soil moisture estimation
E. J. Coopersmith
Department of Civil & Environmental Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
B. S. Minsker
Department of Civil & Environmental Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
M. Sivapalan
Department of Civil & Environmental Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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Cited
15 citations as recorded by crossref.
- Extending the soil moisture data record of the U.S. Climate Reference Network (USCRN) and Soil Climate Analysis Network (SCAN) E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2015.02.006
- Using machine learning to produce near surface soil moisture estimates from deeper in situ records at U.S. Climate Reference Network (USCRN) locations: Analysis and applications to AMSR-E satellite validation E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2016.10.007
- Estimating Evapotranspiration in a Post-Fire Environment Using Remote Sensing and Machine Learning P. Poon & A. Kinoshita https://doi.org/10.3390/rs10111728
- Estimation of soil moisture profiles in ungauged stations by hybridizing sequential data assimilation and machine learning Y. Wang et al. https://doi.org/10.1016/j.jhydrol.2025.134292
- Removal of Pb(II), Cd(II), and Zn(II) from landfill soil and leachate using a graphene oxide membrane D. Stevic et al. https://doi.org/10.2298/JSC250505079S
- Combined analysis of soil moisture measurements from roving and fixed cosmic ray neutron probes for multiscale real‐time monitoring T. Franz et al. https://doi.org/10.1002/2015GL063963
- Estimating daily root-zone soil moisture in snow-dominated regions using an empirical soil moisture diagnostic equation F. Pan & M. Nieswiadomy https://doi.org/10.1016/j.jhydrol.2016.09.063
- Comparison of In Situ Soil Moisture Measurements: An Examination of the Neutron and Dielectric Measurements within the Illinois Climate Network E. Coopersmith et al. https://doi.org/10.1175/JTECH-D-16-0029.1
- Comparison of First-Order and Second-Order Derived Moment Approaches in Estimating Annual Runoff Distribution Y. Kuang et al. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001683
- Multi‐Profile Analysis of Soil Moisture within the US Climate Reference Network E. Coopersmith et al. https://doi.org/10.2136/vzj2015.01.0016
- Comparing AMSR-E soil moisture estimates to the extended record of the U.S. Climate Reference Network (USCRN) E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2015.09.003
- A hydrometeorological approach for probabilistic simulation of monthly soil moisture under bare and crop land conditions S. Das & R. Maity https://doi.org/10.1002/2014WR016043
- Relating coccidioidomycosis (valley fever) incidence to soil moisture conditions E. Coopersmith et al. https://doi.org/10.1002/2016GH000033
- Estimation of the annual runoff distribution from moments of climatic variables K. Yu et al. https://doi.org/10.1016/j.jhydrol.2015.11.012
- From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events? D. Núñez-Ibarra et al. https://doi.org/10.5194/hess-30-1813-2026
15 citations as recorded by crossref.
- Extending the soil moisture data record of the U.S. Climate Reference Network (USCRN) and Soil Climate Analysis Network (SCAN) E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2015.02.006
- Using machine learning to produce near surface soil moisture estimates from deeper in situ records at U.S. Climate Reference Network (USCRN) locations: Analysis and applications to AMSR-E satellite validation E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2016.10.007
- Estimating Evapotranspiration in a Post-Fire Environment Using Remote Sensing and Machine Learning P. Poon & A. Kinoshita https://doi.org/10.3390/rs10111728
- Estimation of soil moisture profiles in ungauged stations by hybridizing sequential data assimilation and machine learning Y. Wang et al. https://doi.org/10.1016/j.jhydrol.2025.134292
- Removal of Pb(II), Cd(II), and Zn(II) from landfill soil and leachate using a graphene oxide membrane D. Stevic et al. https://doi.org/10.2298/JSC250505079S
- Combined analysis of soil moisture measurements from roving and fixed cosmic ray neutron probes for multiscale real‐time monitoring T. Franz et al. https://doi.org/10.1002/2015GL063963
- Estimating daily root-zone soil moisture in snow-dominated regions using an empirical soil moisture diagnostic equation F. Pan & M. Nieswiadomy https://doi.org/10.1016/j.jhydrol.2016.09.063
- Comparison of In Situ Soil Moisture Measurements: An Examination of the Neutron and Dielectric Measurements within the Illinois Climate Network E. Coopersmith et al. https://doi.org/10.1175/JTECH-D-16-0029.1
- Comparison of First-Order and Second-Order Derived Moment Approaches in Estimating Annual Runoff Distribution Y. Kuang et al. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001683
- Multi‐Profile Analysis of Soil Moisture within the US Climate Reference Network E. Coopersmith et al. https://doi.org/10.2136/vzj2015.01.0016
- Comparing AMSR-E soil moisture estimates to the extended record of the U.S. Climate Reference Network (USCRN) E. Coopersmith et al. https://doi.org/10.1016/j.advwatres.2015.09.003
- A hydrometeorological approach for probabilistic simulation of monthly soil moisture under bare and crop land conditions S. Das & R. Maity https://doi.org/10.1002/2014WR016043
- Relating coccidioidomycosis (valley fever) incidence to soil moisture conditions E. Coopersmith et al. https://doi.org/10.1002/2016GH000033
- Estimation of the annual runoff distribution from moments of climatic variables K. Yu et al. https://doi.org/10.1016/j.jhydrol.2015.11.012
- From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events? D. Núñez-Ibarra et al. https://doi.org/10.5194/hess-30-1813-2026
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