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

Brady Allred, Brandon T. Bestelmeyer, Chad S. Boyd, +18

Methods in Ecology and Evolution

Landsat PredictionsPrecision AgricultureEngineeringMachine LearningRangeland Productivity +21

Innovation in rangeland monitoring: annual, 30 m, plant functional type percent cover maps for U.S. rangelands, 1984–2017

Matthew Jones, Brady Allred, David E. Naugle, +8

Ecosphere

Environmental MonitoringMachine LearningEngineeringRangeland ProductivityLand Use +15

Consistent Indicators and Methods and a Scalable Sample Design to Meet Assessment, Inventory, and Monitoring Information Needs Across Scales

Gordon R. Toevs, Jason W. Karl, Jason J. Taylor, +4

Rangelands

ReliabilityEngineeringData ScienceMeasurementPerformance Measure +12

Phenocams Bridge the Gap between Field and Satellite Observations in an Arid Grassland Ecosystem

Dawn M. Browning, Jason W. Karl, David Morin, +2

Remote Sensing

Precision AgriculturePhenocams BridgeEngineeringPhenologyArid Grassland Ecosystem +20

Indicators and benchmarks for wind erosion monitoring, assessment and management

Nicholas P. Webb, Emily Kachergis, Scott W. Miller, +13

Ecological Indicators

Environmental MonitoringEngineeringLand UseEnvironmental Impact AssessmentLand Degradation +15

The global Land-Potential Knowledge System (LandPKS): Supporting evidence-based, site-specific land use and management through cloud computing, mobile applications, and crowdsourcing

Jeffrey E. Herrick, Kevin Urama, Jason W. Karl, +12

Journal of Soil and Water Conservation

EngineeringSmart CityLand UseEconomic DevelopmentAgricultural Economics +26

SENSITIVITY OF SPECIES HABITAT-RELATIONSHIP MODEL PERFORMANCE TO FACTORS OF SCALE

Jason W. Karl, Patricia J. Heglund, Edward O. Garton, +3

Ecological Applications

BiodiversityEngineeringSpecie InteractionWildlife EcologyBiogeography +12

Spatial dependence of predictions from image segmentation: A variogram-based method to determine appropriate scales for producing land-management information

Jason W. Karl, Brian A. Maurer

Ecological Informatics

Quantitative Spatial ModelImage AnalysisEngineeringSpatial Statistical AnalysisLand Use +9

Enhancing Wind Erosion Monitoring and Assessment for U.S. Rangelands

Nicholas P. Webb, Justin W. Van Zee, Jason W. Karl, +17

Rangelands

The land‐potential knowledge system (landpks): mobile apps and collaboration for optimizing climate change investments

Jeffrey E. Herrick, Adam Beh, Edmundo Barrios, +15

Ecosystem Health and Sustainability

EngineeringLand UseClimate ModelingClimate PolicyLand Cover +25