Separability of coffee leaf rust infection levels with machine learning methods at Sentinel-2 MSI spectral resolutions

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

(2016) Wei Feng et al.   PRECISION AGRICULTURE

Evaluating the utility of the medium-spatial resolution Landsat 8 multispectral sensor in quantifying aboveground biomass in uMgeni catchment, South Africa

(2015) Timothy Dube et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Photosynthetic and antioxidative alterations in coffee leaves caused by epoxiconazole and pyraclostrobin sprays and Hemileia vastatrix infection

(2015) J. Honorato Júnior et al.   PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY

Identification of pummelo cultivars by using Vis/NIR spectra and pattern recognition methods

(2015) Xun-lan Li et al.   PRECISION AGRICULTURE

Monitoring of water stress in wheat using multispectral indices derived from Landsat-TM

(2015) Nitika Dangwal et al.   Geocarto International

Early Identification of Land Degradation Hotspots in Complex Bio-Geographic Regions

(2015) Maria Lanfredi et al.   Remote Sensing

Nutrients distribution in diseased coffee leaf tissue

(2014) Leônidas Leoni Belan et al.   AUSTRALASIAN PLANT PATHOLOGY

Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness

(2014) A.V. Lebedev et al.   NeuroImage-Clinical

Hyperspectral remote sensing of yellow mosaic severity and associated pigment losses in Vigna mungo using multinomial logistic regression models

(2013) Mathyam Prabhakar et al.   CROP PROTECTION

Experimental Evaluation of Sentinel-2 Spectral Response Functions for NDVI Time-Series Continuity

(2013) Petra D'Odorico et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Empirical Estimation of Leaf Chlorophyll Density in Winter Wheat Canopies Using Sentinel-2 Spectral Resolution

(2013) Massimo Vincini et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation

(2013) William James Frampton et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Coffee rust regains foothold

(2013) Daniel Cressey   NATURE

The Impact of Climate Change on the Potential Distribution of Agricultural Pests: The Case of the Coffee White Stem Borer (Monochamus leuconotus P.) in Zimbabwe

(2013) Dumisani Kutywayo et al.   PLoS One

Vegetation index suites as indicators of vegetation state in grassland and savanna: An analysis with simulated SENTINEL 2 data for a North American transect

(2013) Michael J. Hill   REMOTE SENSING OF ENVIRONMENT

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection

(2013) Felix Rembold et al.   Remote Sensing

Landscape context and scale differentially impact coffee leaf rust, coffee berry borer, and coffee root-knot nematodes

(2012) Jacques Avelino et al.   ECOLOGICAL APPLICATIONS

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

Discrimination between authentic and counterfeit banknotes using Raman spectroscopy and PLS-DA with uncertainty estimation

(2012) Mariana R. de Almeida et al.   MICROCHEMICAL JOURNAL

Capability of the Sentinel 2 mission for tropical coral reef mapping and coral bleaching detection

(2012) John Hedley et al.   REMOTE SENSING OF ENVIRONMENT

A review of large area monitoring of land cover change using Landsat data

(2012) Matthew C. Hansen 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

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Characterising and quantifying vegetative drought in East Africa using fuzzy modelling and NDVI data

(2011) C.M. Rulinda et al.   JOURNAL OF ARID ENVIRONMENTS

Diseases in tropical and plantation crops as affected by climate changes: current knowledge and perspectives

(2011) R. Ghini et al.   PLANT PATHOLOGY

Broadband, red-edge information from satellites improves early stress detection in a New Mexico conifer woodland

(2011) Jan U.H. Eitel et al.   REMOTE SENSING OF ENVIRONMENT

A review of advanced techniques for detecting plant diseases

(2010) Sindhuja Sankaran 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

Biological control of coffee rust by antagonistic bacteria under field conditions in Brazil

(2009) Fernando Haddad et al.   BIOLOGICAL CONTROL

Retrieval of foliar information about plant pigment systems from high resolution spectroscopy

(2009) Susan L. Ustin et al.   REMOTE SENSING OF ENVIRONMENT

Mapping land-cover modifications over large areas: A comparison of machine learning algorithms

(2008) John Rogan et al.   REMOTE SENSING OF ENVIRONMENT

Relationship Between Remotely-sensed Vegetation Indices, Canopy Attributes and Plant Physiological Processes: What Vegetation Indices Can and Cannot Tell Us About the Landscape

(2008) Edward Glenn et al.   SENSORS