Non-destructive monitoring of netted muskmelon quality based on its external phenotype using Random Forest

Automated early yield prediction in vineyards from on-the-go image acquisition

(2018) Arturo Aquino et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Predicting plant biomass accumulation from image-derived parameters

(2018) Dijun Chen et al.   GigaScience

High-performance prediction of macauba fruit biomass for agricultural and industrial purposes using Artificial Neural Networks

(2017) Carla Aparecida de O. Castro et al.   INDUSTRIAL CROPS AND PRODUCTS

Robust NIRS models for non-destructive prediction of mango internal quality

(2017) Thibault Nordey et al.   SCIENTIA HORTICULTURAE

Estimating grassland LAI using the Random Forests approach and Landsat imagery in the meadow steppe of Hulunber, China

(2017) Zhen-wang LI et al.   Journal of Integrative Agriculture

High-Resolution and Non-destructive Evaluation of the Spatial Distribution of Nitrate and Its Dynamics in Spinach (Spinacia oleracea L.) Leaves by Near-Infrared Hyperspectral Imaging

(2017) Hao-Yu Yang et al.   Frontiers in Plant Science

Plant phenomics: an overview of image acquisition technologies and image data analysis algorithms

(2017) Fernando Perez-Sanz et al.   GigaScience

Accurate prediction of sugarcane yield using a random forest algorithm

(2016) Yvette Everingham et al.   Agronomy for Sustainable Development

Modeling Dormant Fruit Trees for Agricultural Automation

(2016) Henry Medeiros et al.   Journal of Field Robotics

Visible Light Image-Based Method for Sugar Content Classification of Citrus

(2016) Xuefeng Wang et al.   PLoS One

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

(2013) Brandon Heung et al.   GEODERMA

Random forests-based differential analysis of gene sets for gene expression data

(2012) Huey-Miin Hsueh et al.   GENE

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

(2012) Elfatih M. Abdel-Rahman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Prediction of firmness and soluble solids content of blueberries using hyperspectral reflectance imaging

(2012) Gabriel A. Leiva-Valenzuela et al.   JOURNAL OF FOOD ENGINEERING