Application of remote sensing in estimating maize grain yield in heterogeneous African agricultural landscapes: a review

Satellite-based assessment of yield variation and its determinants in smallholder African systems

(2017) Marshall Burke et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Contribution of persistent factors to yield gaps in high-yield irrigated maize

(2016) Bhupinder S. Farmaha et al.   FIELD CROPS RESEARCH

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

A Novel Remote Sensing Approach for Prediction of Maize Yield Under Different Conditions of Nitrogen Fertilization

(2016) Omar Vergara-Díaz et al.   Frontiers in Plant Science

Mapping global cropland and field size

(2015) Steffen Fritz et al.   GLOBAL CHANGE BIOLOGY

Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using WorldView-2 image as an independent test dataset

(2015) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

PredictingEucalyptusspp. stand volume in Zululand, South Africa: an analysis using a stochastic gradient boosting regression ensemble with multi-source data sets

(2015) Timothy Dube et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Who launched what, when and why; trends in global land-cover observation capacity from civilian earth observation satellites

(2015) Alan S. Belward et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Cropland in Smallholder-Dominated Savannas: Integrating Remote Sensing Techniques and Probabilistic Modeling

(2015) Sean Sweeney et al.   Remote Sensing

The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation

(2015) Luis Guanter et al.   Remote Sensing

Improved global cropland data as an essential ingredient for food security

(2015) Linda See et al.   Global Food Security-Agriculture Policy Economics and Environment

Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions

(2014) Yan Li et al.   ECOLOGICAL MODELLING

Towards a common validation sample set for global land-cover mapping

(2014) Yuanyuan Zhao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Mapping canopy gaps in an indigenous subtropical coastal forest using high-resolution WorldView-2 data

(2014) Oupa Malahlela et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluating the impact of red-edge band from Rapideye image for classifying insect defoliation levels

(2014) Samuel Adelabu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms

(2014) Timothy Dube et al.   SENSORS

How Reliable is the MODIS Land Cover Product for Crop Mapping Sub-Saharan Agricultural Landscapes?

(2014) Louise Leroux et al.   Remote Sensing

Integrating environmental variables and WorldView-2 image data to improve the prediction and mapping of Thaumastocoris peregrinus (bronze bug) damage in plantation forests

(2013) Zakariyyaa Oumar et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

(2013) Elfatih M. Abdel-Rahman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs

(2013) Clement Atzberger   Remote Sensing

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

(2013) Felix Rembold et al.   Remote Sensing

Agronomic Weather Measures in Econometric Models of Crop Yield with Implications for Climate Change

(2012) M. J. Roberts et al.   AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS

The use of satellite data for crop yield gap analysis

(2012) David B. Lobell   FIELD CROPS RESEARCH

Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series

(2012) M. Meroni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

(2012) Peng Gong et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using WorldView-2 bands and indices to predict bronze bug (Thaumastocoris peregrinus) damage in plantation forests

(2012) Zakariyyaa Oumar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Optimizing spectral resolutions for the classification of C3 and C4 grass species, using wavelengths of known absorption features

(2012) Clement Adjorlolo et al.   Journal of Applied Remote Sensing

Global population trends and policy options

(2012) Alex C Ezeh et al.   LANCET

Use of soil moisture data for refined GreenSeeker sensor based nitrogen recommendations in winter wheat (Triticum aestivum L.)

(2012) Olga S. Walsh et al.   PRECISION AGRICULTURE

Remote estimation of crop gross primary production with Landsat data

(2012) Anatoly A. Gitelson et al.   REMOTE SENSING OF ENVIRONMENT

Opening the archive: How free data has enabled the science and monitoring promise of Landsat

(2012) Michael A. Wulder et al.   REMOTE SENSING OF ENVIRONMENT

The Malawi agricultural input subsidy programme: 2005/06 to 2008/09

(2011) Andrew Dorward et al.   International Journal of Agricultural Sustainability

Quantifying the area and spatial distribution of double- and triple-cropping croplands in India with multi-temporal MODIS imagery in 2005

(2011) Chandrashekhar M. Biradar et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Nondestructive estimation of canopy chlorophyll content using Hyperion and Landsat/TM images

(2010) Chaoyang Wu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Estimating crop stresses, aboveground dry biomass and yield of corn using multi-temporal optical data combined with a radiation use efficiency model

(2010) Jiangui Liu et al.   REMOTE SENSING OF ENVIRONMENT

A generalized regression-based model for forecasting winter wheat yields in Kansas and Ukraine using MODIS data

(2010) I. Becker-Reshef et al.   REMOTE SENSING OF ENVIRONMENT

A comparison of regression tree ensembles: Predicting Sirex noctilio induced water stress in Pinus patula forests of KwaZulu-Natal, South Africa

(2009) R. Ismail et al.   International Journal of Applied Earth Observation and Geoinformation

Spectral discrimination of papyrus vegetation (Cyperus papyrus L.) in swamp wetlands using field spectrometry

(2009) Elhadi Adam et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

(2009) Elhadi Adam et al.   WETLANDS ECOLOGY AND MANAGEMENT

Corn‐yield estimation through assimilation of remotely sensed data into the CSM‐CERES‐Maize model

(2008) Hongliang Fang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessment of remotely sensed and statistical inventories of African agricultural fields

(2008) F. Hannerz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT