Michael C. Duniway

Machine learning for predicting soil classes in three semi-arid landscapes

Colby Brungard, Janis L. Boettinger, Michael C. Duniway et al. · Geoderma · 2014 · 382 citations

Precision Agriculture, Engineering, Machine Learning +10

Climate change reduces extent of temperate drylands and intensifies drought in deep soils

Daniel R. Schlaepfer, John B. Bradford, William K. Lauenroth et al. · Nature Communications · 2017 · 376 citations · Full text

Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty

Brady Allred, Brandon T. Bestelmeyer, Chad S. Boyd et al. · Methods in Ecology and Evolution · 2021 · 255 citations · Full text

Landsat Predictions, Precision Agriculture, Engineering +23

Climate change‐induced vegetation shifts lead to more ecological droughts despite projected rainfall increases in many global temperate drylands

Britta Tietjen, Daniel R. Schlaepfer, John B. Bradford et al. · Global Change Biology · 2016 · 183 citations

Engineering, Ecological Droughts, Drought Resilience +16

A test of critical thresholds and their indicators in a desertification‐prone ecosystem: more resilience than we thought

Brandon T. Bestelmeyer, Michael C. Duniway, Darren K. James et al. · Ecology Letters · 2012 · 141 citations