Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks

Detection Of Pepper Fusarium Disease Using Machine Learning Algorithms Based On Spectral Reflectance

(2019) Kerim Karadağ et al.   Sustainable Computing-Informatics & Systems

UAV-Based High Throughput Phenotyping in Citrus Utilizing Multispectral Imaging and Artificial Intelligence

(2019) Yiannis Ampatzidis et al.   Remote Sensing

Assessing crop damage from dicamba on non‐dicamba‐tolerant soybean by hyperspectral imaging through machine learning

(2019) Jingcheng Zhang et al.   PEST MANAGEMENT SCIENCE

Spatially-explicit modelling with support of hyperspectral data can improve prediction of plant traits

(2019) Alby D. Rocha et al.   REMOTE SENSING OF ENVIRONMENT

Analysis of Vegetation Red Edge with Different Illuminated/Shaded Canopy Proportions and to Construct Normalized Difference Canopy Shadow Index

(2019) Xu et al.   Remote Sensing

UAV-Based Remote Sensing Technique to Detect Citrus Canker Disease Utilizing Hyperspectral Imaging and Machine Learning

(2019) Jaafar Abdulridha et al.   Remote Sensing

Hyperspectral Leaf Reflectance as Proxy for Photosynthetic Capacities: An Ensemble Approach Based on Multiple Machine Learning Algorithms

(2019) Peng Fu et al.   Frontiers in Plant Science

Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images

(2019) Lucas Prado Osco et al.   International Journal of Applied Earth Observation and Geoinformation

The influence of plant growth-promoting rhizobacteria in plant tolerance to abiotic stress: a survival strategy

(2018) Matthew Chekwube Enebe et al.   APPLIED MICROBIOLOGY AND BIOTECHNOLOGY

Hyperspectral machine vision as a tool for water stress severity assessment in soilless tomato crop

(2018) A. Elvanidi et al.   BIOSYSTEMS ENGINEERING

Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems

(2018) Cindy Delloye et al.   REMOTE SENSING OF ENVIRONMENT

Modelling Water Stress in a Shiraz Vineyard Using Hyperspectral Imaging and Machine Learning

(2018) Kyle Loggenberg et al.   Remote Sensing

Analysis of Airborne Optical and Thermal Imagery for Detection of Water Stress Symptoms

(2018) Max Gerhards et al.   Remote Sensing

Quantitative identification of crop disease and nitrogen-water stress in winter wheat using continuous wavelet analysis

(2018) Wenjiang Huang et al.   International Journal of Agricultural and Biological Engineering

Estimation of nitrogen and carbon content from soybean leaf reflectance spectra using wavelet analysis under shade stress

(2018) Junxu Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Modeling alpine grassland forage phosphorus based on hyperspectral remote sensing and a multi-factor machine learning algorithm in the east of Tibetan Plateau, China

(2018) Jinlong Gao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Leaf Nitrogen Content in Wheat Using New Hyperspectral Indices and a Random Forest Regression Algorithm

(2018) Liang Liang et al.   Remote Sensing

Comparison of various modelling approaches for water deficit stress monitoring in rice crop through hyperspectral remote sensing

(2018) Gopal Krishna et al.   AGRICULTURAL WATER MANAGEMENT

Detecting and Mapping Root-Knot Nematode Infection in Coffee Crop Using Remote Sensing Measurements

(2017) George Deroco Martins et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Early Detection of Plant Physiological Responses to Different Levels of Water Stress Using Reflectance Spectroscopy

(2017) Matthew Maimaitiyiming et al.   Remote Sensing

Advanced Spectral Classifiers for Hyperspectral Images: A review

(2017) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

Spatial variability of chlorophyll and nitrogen content of rice from hyperspectral imagery

(2016) Shreedevi Moharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessment of RapidEye vegetation indices for estimation of leaf area index and biomass in corn and soybean crops

(2015) Angela Kross et al.   International Journal of Applied Earth Observation and Geoinformation

Estimation of foliar chlorophyll and nitrogen content in an ombrotrophic bog from hyperspectral data: Scaling from leaf to image

(2015) M. Kalacska et al.   REMOTE SENSING OF ENVIRONMENT

High-Resolution Airborne UAV Imagery to Assess Olive Tree Crown Parameters Using 3D Photo Reconstruction: Application in Breeding Trials

(2015) Ramón Díaz-Varela et al.   Remote Sensing

Inter-comparison of hemispherical conical reflectance factors (HCRF) measured with four fibre-based spectrometers

(2013) K. Anderson et al.   OPTICS EXPRESS

A Review of Methods for Sensing the Nitrogen Status in Plants: Advantages, Disadvantages and Recent Advances

(2013) Rafael Muñoz-Huerta et al.   SENSORS

Estimation of nitrogen, phosphorus, and potassium contents in the leaves of different plants using laboratory-based visible and near-infrared reflectance spectroscopy: comparison of partial least-square regression and support vector machine regression methods

(2012) Yanfang Zhai et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera

(2011) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of plant water content by spectral absorption features centered at 1,450 nm and 1,940 nm regions

(2008) Jie Wang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT