Sathyanarayan Rao, PhD

Publications

Publications

9 peer-reviewed journal articles between 2012 and 2026, alongside 1 book chapter and 4 conference presentations worth singling out. Author order is exactly as published, and bold marks where I appear.

Peer-reviewed journal articles

  1. Temporal variability predicts learnability in repeated-entity spatiotemporal sensing

    Rao, S. (2026)

    Nordic Machine Intelligence, 6(1), 39–54.

    10.5617/nmi.13381 Open access CC BY 4.0

  2. An information proxy framework that explains why soil-specific radar calibration succeeds in sandy textures but fails in clay

    Rao, S., Gupta, V., Murugesan, S., Zribi, M., Muddu, S. (2026)

    Remote Sensing Letters, 17(4), 416–428.

    10.1080/2150704X.2026.2647288

  3. Integrated modeling approaches for agricultural digital twins: the role of process based models, agent based models, machine learning, and model coupling

    Rao, S., Ahmadi, S. H., Leitner, D., Vianna, M., Bauer, F. M., Seidel, S. J., Schnepf, A. (2026)

    in silico Plants, 8(1), diag002.

    10.1093/insilicoplants/diag002 Open access CC BY 4.0

  4. Sensing the electrical properties of roots: A review

    Ehosioke, S., Nguyen, F., Rao, S., Kremer, T., Placencia-Gomez, E., Huisman, J. A., Kemna, A., Javaux, M., Garré, S. (2020)

    Vadose Zone Journal, 19(1), e20082.

    10.1002/vzj2.20082 Open access CC BY 4.0

  5. Imaging plant responses to water deficit using electrical resistivity tomography

    Rao, S., Lesparre, N., Flores-Orozco, A., Wagner, F., Kemna, A., Javaux, M. (2020)

    Plant and Soil, 454(1–2), 261–281.

    10.1007/s11104-020-04653-7 Open access CC BY 4.0

  6. Impact of maize roots on soil–root electrical conductivity: A simulation study

    Rao, S., Meunier, F., Ehosioke, S., Lesparre, N., Kemna, A., Nguyen, F., Garré, S., Javaux, M. (2019)

    Vadose Zone Journal, 18(1), 190037.

    10.2136/vzj2019.04.0037 Open access CC BY-NC-ND 4.0

  7. Waves generated in the plasma plume of helicon magnetic nozzle

    Singh, N., Rao, S., Ranganath, P. (2013)

    Physics of Plasmas, 20(3), 032111.

    10.1063/1.4795734

  8. Plasma turbulence driven by transversely large-scale standing shear Alfvén waves

    Singh, N., Rao, S. (2012)

    Physics of Plasmas, 19(12), 122303.

    10.1063/1.4769851

  9. Numerical simulation of current-free double layers created in a helicon plasma device

    Rao, S., Singh, N. (2012)

    Physics of Plasmas, 19(9), 093507.

    10.1063/1.4754598

Peer-reviewed book chapters

  1. Climate-resilient agriculture: Leveraging language models for mitigation and adaptation

    Rao, S., Ranganath, P. (2025)

    In Srivastava, R. K., Chakraborty, A. (Eds.), Mitigation and Adaptation Strategies Against Climate Change in Natural Systems (pp. 357–382). Springer, Cham.

    10.1007/978-3-031-75968-0_19

Selected conference presentations

  1. Random forest for soil moisture retrieval using satellite backscatter

    Rao, S., et al. (2023)

    Poster. Soil Moisture Workshop, IIT Bombay, India.

  2. Investigation of electrical anisotropy as a root phenotyping parameter: numerical study with root water uptake

    Rao, S., et al. (2019)

    EGU General Assembly, Vienna, Austria. Geophysical Research Abstracts, 21.

  3. A forward model for electrical conduction in soil–root continuum: a virtual rhizotron study

    Rao, S., Meunier, F., Ehosioke, S., Lesparre, N., Nguyen, F., Kemna, A., Garré, S., Javaux, M. (2017)

    4th International Workshop on Geoelectrical Monitoring (GELMON), Vienna, Austria.

  4. Characterizing root system characteristics with electrical resistivity tomography: a virtual rhizotron simulation

    Rao, S., Ehosioke, S., Lesparre, N., Nguyen, F., Javaux, M. (2017)

    EGU General Assembly, Vienna, Austria. Geophysical Research Abstracts, 19, EGU2017-4405.

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Also on ORCID and Google Scholar.