Identification and Severity Monitoring of Maize Dwarf Mosaic Virus Infection Based on Hyperspectral Measurements

Integrating Spectral Information and Meteorological Data to Monitor Wheat Yellow Rust at a Regional Scale: A Case Study

(2021) Qiong Zheng et al.   Remote Sensing

Detection of Xylella fastidiosa in almond orchards by synergic use of an epidemic spread model and remotely sensed plant traits

(2021) C. Camino et al.   REMOTE SENSING OF ENVIRONMENT

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

(2021) Yuchi Ma et al.   REMOTE SENSING OF ENVIRONMENT

A CNN-RNN Framework for Crop Yield Prediction

(2020) Saeed Khaki et al.   Frontiers in Plant Science

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

(2020) Yanghui Kang et al.   Environmental Research Letters

Unmanned Aerial Vehicle-Based Phenotyping Using Morphometric and Spectral Analysis Can Quantify Responses of Wild Tomato Plants to Salinity Stress

(2019) Kasper Johansen et al.   Frontiers in Plant Science

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

(2019) Liang Han et al.   Plant Methods

Mapping vineyard vigor using airborne remote sensing: relations with yield, berry composition and sanitary status under humid climate conditions

(2019) Milka Ferrer et al.   PRECISION AGRICULTURE

A Random Forest Machine Learning Approach for the Retrieval of Leaf Chlorophyll Content in Wheat

(2019) Syed Haleem Shah et al.   Remote Sensing

A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level

(2019) Hao Jiang et al.   GLOBAL CHANGE BIOLOGY

Soybean yield prediction from UAV using multimodal data fusion and deep learning

(2019) Maitiniyazi Maimaitijiang et al.   REMOTE SENSING OF ENVIRONMENT

Using negative soil adjustment factor in soil-adjusted vegetation index (SAVI) for aboveground living biomass estimation in arid grasslands

(2018) Hongrui Ren et al.   REMOTE SENSING OF ENVIRONMENT

A rapid monitoring of NDVI across the wheat growth cycle for grain yield prediction using a multi-spectral UAV platform

(2018) Muhammad Adeel Hassan et al.   PLANT SCIENCE

The shared and unique values of optical, fluorescence, thermal and microwave satellite data for estimating large-scale crop yields

(2017) Kaiyu Guan et al.   REMOTE SENSING OF ENVIRONMENT

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

(2017) Huanhuan Yuan et al.   Remote Sensing

High-Throughput Phenotyping of Maize Leaf Physiological and Biochemical Traits Using Hyperspectral Reflectance

(2016) Craig R. Yendrek et al.   PLANT PHYSIOLOGY

Improved remote sensing detection of wheat powdery mildew using dual-green vegetation indices

(2016) Wei Feng et al.   PRECISION AGRICULTURE

Multiple functional roles of anthocyanins in plant-environment interactions

(2015) M. Landi et al.   ENVIRONMENTAL AND EXPERIMENTAL BOTANY

Early Detection and Quantification of Verticillium Wilt in Olive Using Hyperspectral and Thermal Imagery over Large Areas

(2015) Rocío Calderón et al.   Remote Sensing

New Optimized Spectral Indices for Identifying and Monitoring Winter Wheat Diseases

(2014) Wenjiang Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Leaf and canopy water content estimation in cotton using hyperspectral indices and radiative transfer models

(2014) Qiuxiang Yi et al.   International Journal of Applied Earth Observation and Geoinformation

Characterization of the Largest Effector Gene Cluster of Ustilago maydis

(2014) Thomas Brefort et al.   PLoS Pathogens

Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms

(2013) Xiao Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Antifeedant activity of luteolin and genistein against the pea aphid, Acyrthosiphon pisum

(2013) Sylwia Goławska et al.   JOURNAL OF PEST SCIENCE

Modelling leaf chlorophyll content in broadleaf and needle leaf canopies from ground, CASI, Landsat TM 5 and MERIS reflectance data

(2013) H. Croft et al.   REMOTE SENSING OF ENVIRONMENT

MODIS-based corn grain yield estimation model incorporating crop phenology information

(2013) Toshihiro Sakamoto et al.   REMOTE SENSING OF ENVIRONMENT

An assessment of pre- and within-season remotely sensed variables for forecasting corn and soybean yields in the United States

(2013) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

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

Disease Resistance in Maize and the Role of Molecular Breeding in Defending Against Global Threat

(2012) Farhan Ali et al.   Journal of Integrative Plant Biology

Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements

(2012) Yoshio Inoue et al.   REMOTE SENSING OF ENVIRONMENT

Development of spectral indices for detecting and identifying plant diseases

(2012) A.-K. Mahlein et al.   REMOTE SENSING OF ENVIRONMENT

Leaf reddening in the seagrass Thalassia testudinum in relation to anthocyanins, seagrass physiology and morphology, and plant protection

(2011) Alyssa B. Novak et al.   MARINE BIOLOGY

Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance

(2010) T. Rumpf et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Satellite Remote Sensing of Wheat Infected byWheat streak mosaic virus

(2010) M. Mirik et al.   PLANT DISEASE

Spectral signatures of sugar beet leaves for the detection and differentiation of diseases

(2010) A.-K. Mahlein et al.   PRECISION AGRICULTURE

Light absorption by anthocyanins in juvenile, stressed, and senescing leaves

(2008) Mark N. Merzlyak et al.   JOURNAL OF EXPERIMENTAL BOTANY

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

Characterizing and Estimating Fungal Disease Severity of Rice Brown Spot with Hyperspectral Reflectance Data

(2008) Zhan-yu LIU et al.   Rice Science

Monitoring leaf nitrogen status with hyperspectral reflectance in wheat

(2007) W. Feng et al.   EUROPEAN JOURNAL OF AGRONOMY