Maize grain and silage yield prediction of commercial fields using high-resolution UAS imagery

Corn grain yield forecasting by satellite remote sensing and machine‐learning models

(2022) Antonio Alves Pinto et al.   AGRONOMY JOURNAL

Initial Performance Analysis of the At-Altitude Radiance Ratio Method for Reflectance Conversion of Hyperspectral Remote Sensing Data

(2022) Luke J. R. DeCoffe et al.   SENSORS

Spatial estimation methods for mapping corn silage and grain yield monitor data

(2021) Jason B. Cho et al.   PRECISION AGRICULTURE

Corn Yield Prediction With Ensemble CNN-DNN

(2021) Mohsen Shahhosseini et al.   Frontiers in Plant Science

Corn Grain Yield Prediction and Mapping from Unmanned Aerial System (UAS) Multispectral Imagery

(2021) S. Sunoj et al.   Remote Sensing

Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection

(2021) Monica F. Danilevicz et al.   Remote Sensing

Proposed Method for Statistical Analysis of On-Farm Single Strip Treatment Trials

(2021) Jason B. Cho et al.   Agronomy-Basel

Accuracy of NDVI-derived corn yield predictions is impacted by time of sensing

(2020) Angel Maresma et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using Artificial Neural Networks and Remotely Sensed Data to Evaluate the Relative Importance of Variables for Prediction of Within-Field Corn and Soybean Yields

(2020) Angela Kross et al.   Remote Sensing

A million kernels of truth: Insights into scalable satellite maize yield mapping and yield gap analysis from an extensive ground dataset in the US Corn Belt

(2020) Jillian M. Deines et al.   REMOTE SENSING OF ENVIRONMENT

Multispectral Sensor Calibration and Characterization for sUAS Remote Sensing

(2019) Mamaghani et al.   SENSORS

Combining Spatial and Temporal Corn Silage Yield Variability for Management Zone Development

(2019) Tulsi P. Kharel et al.   AGRONOMY JOURNAL

Proximal sensor-based algorithm for variable rate nitrogen application in maize in northeast U.S.A.

(2018) Aristotelis C. Tagarakis et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI

(2018) Hossein Aghighi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield

(2018) Sami Khanal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mid-Season High-Resolution Satellite Imagery for Forecasting Site-Specific Corn Yield

(2016) Nahuel Peralta et al.   Remote Sensing

Random Forests for Global and Regional Crop Yield Predictions

(2016) Jig Han Jeong et al.   PLoS One

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Application of the topographic position index to heterogeneous landscapes

(2012) Jeroen De Reu et al.   GEOMORPHOLOGY

Comparison of different vegetation indices for the remote assessment of green leaf area index of crops

(2011) Andrés Viña et al.   REMOTE SENSING OF ENVIRONMENT