OpenET: Filling a Critical Data Gap in Water Management for the Western United States

Forrest Melton, Justin Huntington, R. Grimm, +36

JAWRA Journal of the American Water Resources Association

Earth ObservationWater PolicyEnvironmental MonitoringCritical Data GapEngineering +20

Corn yield prediction and uncertainty analysis based on remotely sensed variables using a Bayesian neural network approach

Yuchi Ma, Zhou Zhang, Yanghui Kang, +1

Remote Sensing of Environment

Precision AgricultureEngineeringUncertainty QuantificationGeographyAgricultural Economics +6

Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest

Yanghui Kang, Mutlu Özdoğan, Xiaojin Zhu, +3

Environmental Research Letters

Convolutional Neural NetworkPrecision AgricultureEngineeringMachine LearningLand Use +18

Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

Yanghui Kang, Mutlu Özdoğan

Remote Sensing of Environment

Precision AgricultureEngineeringDroughtLand UseCropping System +8

Assessing the accuracy of OpenET satellite-based evapotranspiration data to support water resource and land management applications

John Volk, Justin Huntington, Forrest Melton, +28

Nature Water

Earth ObservationPrecision AgricultureEnvironmental MonitoringEngineeringOpenet System +16

How Universal Is the Relationship between Remotely Sensed Vegetation Indices and Crop Leaf Area Index? A Global Assessment

Yanghui Kang, Mutlu Özdoğan, Samuel C. Zipper, +10

Remote Sensing

A data-driven approach to estimate leaf area index for Landsat images over the contiguous US

Yanghui Kang, Mutlu Özdoğan, Feng Gao, +5

Remote Sensing of Environment

Leaf Area IndexPrecision AgricultureEngineeringForest BiometricsBiogeography +13

Early Identification of Seed Maize and Common Maize Production Fields Using Sentinel-2 Images

Tianwei Ren, Zhe Liu, Lin Zhang, +7

Remote Sensing

Remote Sensing ImagesPrecision AgricultureEngineeringBotanyLand Use +18

Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation

Yanghui Kang, Feng Gao, Martha C. Anderson, +9

Irrigation Science

Global assessment of Vegetation Index and Phenology Lab (VIP) and Global Inventory Modeling and Mapping Studies (GIMMS) version 3 products

Michael Marshall, Erick Okuto, Yanghui Kang, +2

Biogeosciences

Precision AgricultureEngineeringLand UseLand CoverTerrestrial Sensing +14