False-color composite, Valley and Ridge, south-central PA

Latest publications:


Farhadpour S., T.A. Warner, and A.E. Maxwell, 2024. Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices. Remote Sensing 16(3):533. DOI: 10.3390/rs16030533


Gu, Y., Y. Wang, Y. Wu, T. A. Warner, T. Guo, H. Ai, H. Zheng, T. Cheng, Y. Zhu, W. Cao, X. Yao, 2024. Novel 3D photosynthetic traits derived from the fusion of UAV LiDAR point cloud and multispectral imagery in wheat. Remote Sensing of Environment 311, 114244. DOI: 10.1016/j.rse.2024.114244.


Volke, M.I., R. Abarca-Del-Rio and T.A. Warner, 2024. Cost-effective disaster-induced land cover analysis: a semi-automatic methodology Using machine learning and satellite imagery. International Journal of Remote Sensing 45(2), 279-305. DOI: 10.1080/01431161.2023.2292015.


Wang, Y., Y. Gu, J. Tang, B. Guo, T.A. Warner, C. Guo, H. Zheng, F. Hosoi, T. Cheng, Y. Zhu and W. Cao , 2024. Quantify Wheat Canopy Leaf Angle Distribution Using Terrestrial Laser Scanning Data. IEEE Transactions on Geoscience and Remote Sensing. DOI: 10.1109/TGRS.2024.3353225


Zhou, C., Q.Tang, Y. Zhao, T. A. Warner, H.Liu, and J. J. Clague, 2024. Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR. Remote Sensing, 16(9), 1528. DOI: 10.3390/rs16091528



Remote Sensing in the Geology and Geography Department at WVU

by Tim Warner

grape juice

Remote sensing is an exciting field of study, especially with the current interest in lidar, high spatial resolution imagery, and object-oriented analysis.   In the Department of Geology and Geography at WVU, remote sensing is part of a core emphasis on Geographic Information Science (GISc).    

My research interests include the spatial properties of remotely sensed images, lidar, high spatial resolution imagery, thermal imagery, machine learning classification, wildfire mapping, and information literacy. I have a particular interest in the use of remote sensing for promoting transparency and non-proliferation. A list of past students is available here.

The Cooperative Ecosystems Studies Units (CESU) highlighted training in remote sensing that I periodically help provide to the US Natural Resources Conservation Service (NRCS).

I occasionally run workshops on how to write and publish remote sensing papers.