5 citations · 9 across the 4 of their papers we have counts for
4 papers
Harvesting AlphaEarth: Benchmarking the Geospatial Foundation Model for Agricultural Downstream Tasks
Yuchi Ma, Yawen Shen, Anu Swatantran +1
Geospatial foundation models (GFMs) have emerged as a promising approach to overcoming the limitations in existing featurization methods. More recently, Google DeepMind has introdu…
Scalable Vision-Guided Crop Yield Estimation
Harrison H. Li, Medhanie Irgau, Nabil Janmohamed +2
Precise estimation and uncertainty quantification for average crop yields are critical for agricultural monitoring and decision making. Existing data collection methods, such as cr…
Precrop Payoffs: Causal machine learning reveals large but variable yield benefits of crop rotation in major breadbaskets
Dan M. Kluger, Stefania Di Tommaso, David B. Lobell
Building sustainable food systems that are resilient to climate change will require improved agricultural management and policy. One common practice that is well-known to benefit c…
Large increases in public R&D investment are needed to avoid declines of US agricultural productivity
Ariel Ortiz-Bobea, Robert G. Chambers, Yurou He +1
Increasing agricultural productivity is a gradual process with significant time lags between research and development (R&D) investment and the resulting gains. We estimate the resp…