Application of non-linear partial least squares analysis on prediction of biomass of maize plants using hyperspectral images

LeafSpec: An accurate and portable hyperspectral corn leaf imager

(2020) Liangju Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Greenhouse environment modeling and simulation for microclimate control

(2019) Dongdong Ma et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Removal of greenhouse microclimate heterogeneity with conveyor system for indoor phenotyping

(2019) Dongdong Ma et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Leaf Scanner: A portable and low-cost multispectral corn leaf scanning device for precise phenotyping

(2019) Libo Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

An airborne remote sensing case study of synthetic hydrocarbon detection using short wave infrared absorption features identified from marine-harvested macro- and microplastics

(2018) Shungudzemwoyo P. Garaba et al.   REMOTE SENSING OF ENVIRONMENT

Vis-NIR spectrometric determination of Brix and sucrose in sugar production samples using kernel partial least squares with interval selection based on the successive projections algorithm

(2018) Valber Elias de Almeida et al.   TALANTA

Optimized angles of the swing hyperspectral imaging system for single corn plant

(2018) Libo Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

(2018) Tanzeel U. Rehman et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of the water-related spectral reflectance indices: A review

(2018) Shengfang Ma et al.   ECOLOGICAL INDICATORS

A Review of Mid-Infrared and Near-Infrared Imaging: Principles, Concepts and Applications in Plant Tissue Analysis

(2017) Sevgi Türker-Kaya et al.   MOLECULES

Effect of seed position and soil nutrients on seed mass, germination and seedling growth in Peucedanum oreoselinum (Apiaceae)

(2017) Jeremi Kołodziejek   Scientific Reports

Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging

(2016) Yufeng Ge et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of mid-infrared spectroscopy and PLS-Kernel calibration for quick detection of pork in higher value meat mixes

(2016) Mahmoud Abu-Ghoush et al.   Journal of Food Measurement and Characterization

Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)

(2014) Beatriz Galindo-Prieto et al.   JOURNAL OF CHEMOMETRICS

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

Assessing feature relevance in NPLS models by VIP

(2013) Stefania Favilla et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Prediction of grain yield using reflectance spectra of canopy and leaves in maize plants grown under different water regimes

(2012) V.S. Weber et al.   FIELD CROPS RESEARCH

Detection of Olive Oil Adulteration Using FT-IR Spectroscopy and PLS with Variable Importance of Projection (VIP) Scores

(2012) Abdelkhalek Oussama et al.   JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY

Benefits of hyperspectral remote sensing for tracking plant invasions

(2011) Kate S. He et al.   DIVERSITY AND DISTRIBUTIONS

Accurate inference of shoot biomass from high-throughput images of cereal plants

(2011) Mahmood R Golzarian et al.   Plant Methods

Loopy MSC: A Simple Way to Improve Multiplicative Scatter Correction

(2009) Willem Windig et al.   APPLIED SPECTROSCOPY

Verification of color vegetation indices for automated crop imaging applications

(2008) George E. Meyer et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Using spectral information from the NIR water absorption features for the retrieval of canopy water content

(2008) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation