Capturing the Spatio-Temporal Variability of Groundwater Pumping Using Remote Sensing Products and Machine Learning Techniques: An Assessment of Training Data Quality and Quantity Implications on Model Performance

Aug 26, 2025

Capturing the Spatio-Temporal Variability of Groundwater Pumping Using Remote Sensing Products and Machine Learning Techniques: An Assessment of Training Data Quality and Quantity Implications on Model Performance

Asfaw, D., Smith, R., Majumdar, S., Lakshmi, V., Fang, B., Grote, K., Butler, J. J., Wilson, B. B. (2023). Capturing the Spatio-Temporal Variability of Groundwater Pumping Using Remote Sensing Products and Machine Learning Techniques: An Assessment of Training Data Quality and Quantity Implications on Model Performance, American Geophysical Union, AGU Fall Meeting: San Francisco, CA, December 11, 2023-December 15, 2023