Towards Predictive Modeling of Sorghum Biomass Yields Using Fraction of Absorbed Photosynthetically Active Radiation Derived from Sentinel-2 Satellite Imagery and Supervised Machine Learning Techniques

Towards a perennial biomass sorghum crop: A comparative investigation of biomass yields and overwintering of Sorghum bicolor x S. halepense lines relative to long term S. bicolor trials in northern Italy

(2018) Ephrem Habyarimana et al.   BIOMASS & BIOENERGY

Unmanned aerial systems-based remote sensing for monitoring sorghum growth and development

(2018) Sanaz Shafian et al.   PLoS One

Atmospheric correction of Landsat-8/OLI and Sentinel-2/MSI data using iCOR algorithm: validation for coastal and inland waters

(2018) L. De Keukelaere et al.   European Journal of Remote Sensing

Assessing the Variability of Corn and Soybean Yields in Central Iowa Using High Spatiotemporal Resolution Multi-Satellite Imagery

(2018) Feng Gao et al.   Remote Sensing

Response to selection in the initial stages of a perennial sorghum breeding program

(2016) Pheonah Nabukalu et al.   EUPHYTICA

A comprehensive assessment of the correlations between field crop yields and commonly used MODIS products

(2016) David M. Johnson   International Journal of Applied Earth Observation and Geoinformation

A portrait of the C4photosynthetic family on the 50th anniversary of its discovery: species number, evolutionary lineages, and Hall of Fame

(2016) Rowan F. Sage   JOURNAL OF EXPERIMENTAL BOTANY

Estimating maize biomass and yield over large areas using high spatial and temporal resolution Sentinel-2 like remote sensing data

(2016) Marjorie Battude et al.   REMOTE SENSING OF ENVIRONMENT

Towards regional grain yield forecasting with 1km-resolution EO biophysical products: Strengths and limitations at pan-European level

(2015) Raúl López-Lozano et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

The use of satellite data for agriculture drought risk quantification in Ukraine

(2015) Sergii Skakun et al.   Geomatics Natural Hazards & Risk

Fodder Biomass Monitoring in Sahelian Rangelands Using Phenological Metrics from FAPAR Time Series

(2015) Abdoul Diouf et al.   Remote Sensing

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Sorghum biomass: a novel renewable carbon source for industrial bioproducts

(2014) Reddy Shetty Prakasham et al.   Biofuels-UK

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models

(2013) Felix Kogan et al.   International Journal of Applied Earth Observation and Geoinformation

Winter Wheat Yield Forecasting: a Comparative Analysis of Results of Regression and Biophysical Models

(2013) Felix Kogan et al.   JOURNAL OF AUTOMATION AND INFORMATION SCIENCES

GEOV1: LAI, FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part 2: Validation and intercomparison with reference products

(2013) Fernando Camacho et al.   REMOTE SENSING OF ENVIRONMENT

GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

(2013) F. Baret et al.   REMOTE SENSING OF ENVIRONMENT

Enhanced Processing of 1-km Spatial Resolution fAPAR Time Series for Sugarcane Yield Forecasting and Monitoring

(2013) Grégory Duveiller et al.   Remote Sensing

Variation in Biomass Composition Components among Forage, Biomass, Sorghum-Sudangrass, and Sweet Sorghum Types

(2012) Thomas R. Stefaniak et al.   CROP SCIENCE

Efficiency Assessment of Different Approaches to Crop Classification Based on Satellite and Ground Observations

(2012) Javier Gallego et al.   JOURNAL OF AUTOMATION AND INFORMATION SCIENCES

A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America

(2011) Clement Atzberger et al.   International Journal of Digital Earth

Disaster Risk Assessment Based on Heterogeneous Geospatial Information

(2011) Nataliya N. Kussul et al.   JOURNAL OF AUTOMATION AND INFORMATION SCIENCES

Progress in breeding perennial grains

(2010) T. S. Cox et al.   Crop & Pasture Science

Application of Vegetation Indices for Agricultural Crop Yield Prediction Using Neural Network Techniques

(2010) Sudhanshu Sekhar Panda et al.   Remote Sensing

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT

Precision agriculture on grassland: Applications, perspectives and constraints

(2008) Jürgen Schellberg et al.   EUROPEAN JOURNAL OF AGRONOMY