Selected publications

Please see my google scholar page for the full publication list

Integrating UAV hyperspectral data and radiative transfer model simulation to quantitatively estimate maize leaf and canopy nitrogen content
Li, J., Ge, Y., Puntel, L.A., Heeren, D.M., Bai, G., Balboa, G.R., Gamon, J.A., Arkebauer, T.J., Shi, Y.
International Journal of Applied Earth Observation and Geoinformation 129, p.103817 (2024)
Improved chlorophyll and water content estimations at leaf level with a hybrid radiative transfer and machine learning model
Li, J., Wijewardane, N. K., Ge, Y., Shi, Y.
Computers and Electronics in Agriculture 206, 107669 (2023)
Evaluation of UAV-derived multimodal remote sensing data for biomass prediction and drought tolerance assessment in bioenergy sorghum
Li, J., Schachtman, D. P., Creech, C. F., Wang, L., Ge, Y., Shi, Y.
The Crop Journal 10(5), 1363-1375 (2022)
Improving model robustness for soybean iron deficiency chlorosis rating by unsupervised pre-training on unmanned aircraft system derived images
Li, J., Oswald, C., Graef, G. L., Shi, Y.
Computers and electronics in agriculture 175, 105557 (2020)
Comparison of object detection and patch-based classification deep learning models on mid-to late-season weed detection in UAV imagery
Veeranampalayam Sivakumar, A. N., Li, J., Scott, S., Psota, E., J. Jhala, A., Luck, J. D., Shi, Y.
Remote Sensing 12(13), 2136 (2020)
Principal variable selection to explain grain yield variation in winter wheat from features extracted from UAV imagery
Li, J., Veeranampalayam Sivakumar, A. N., Bhatta, M., Garst, N.D., Stoll, H., Stephen Baenziger, P., Belamkar, V., Howard, R., Ge, Y., Shi, Y.
Plant Methods 15, pp.1-13 (2019)
Wheat height estimation using LiDAR in comparison to ultrasonic sensor and UAS
Yuan, W., Li, J., Bhatta, M., Shi, Y., Baenziger, P. S., Ge, Y.
Sensors 18(11), 3731 (2018)
Elucidating sorghum biomass, nitrogen and chlorophyll contents with spectral and morphological traits derived from unmanned aircraft system
Li, J., Shi, Y., Veeranampalayam-Sivakumar, A. N., Schachtman, D. P.
Frontiers in plant science 9, 398877 (2018)
Prediction of egg storage time and yolk index based on electronic nose combined with chemometric methods
Li, J., Zhu, S., Jiang, S., Wang, J.
LWT-Food Science and Technology 82, 369-376 (2017)