A High-Resolution Cropland Map for the West African Sahel Based on High-Density Training Data, Google Earth Engine, and Locally Optimized Machine Learning

Integration of Machine Learning and Open Access Geospatial Data for Land Cover Mapping

(2019) Mohammad Mardani et al.   Remote Sensing

Using the Landsat archive to map crop cover history across the United States

(2019) David M. Johnson   REMOTE SENSING OF ENVIRONMENT

The forgotten land use class: Mapping of fallow fields across the Sahel using Sentinel-2

(2019) Xiaoye Tong et al.   REMOTE SENSING OF ENVIRONMENT

ASAP: A new global early warning system to detect anomaly hot spots of agricultural production for food security analysis

(2018) Felix Rembold et al.   AGRICULTURAL SYSTEMS

Google Earth Engine Applications Since Inception: Usage, Trends, and Potential

(2018) Lalit Kumar et al.   Remote Sensing

Assessing Cropland Area in West Africa for Agricultural Yield Analysis

(2018) Kaboro Samasse et al.   Remote Sensing

Satellite data indicates multidimensional variation of agricultural production in land consolidation area

(2018) Changqiao Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing gaps in irrigated agricultural productivity through satellite earth observations—A case study of the Fergana Valley, Central Asia

(2017) Fabian Löw et al.   International Journal of Applied Earth Observation and Geoinformation

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

Landsat-based classification in the cloud: An opportunity for a paradigm shift in land cover monitoring

(2017) G. Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of Global Land Cover Datasets for Cropland Monitoring

(2017) Ana Pérez-Hoyos et al.   Remote Sensing

Nominal 30-m Cropland Extent Map of Continental Africa by Integrating Pixel-Based and Object-Based Algorithms Using Sentinel-2 and Landsat-8 Data on Google Earth Engine

(2017) Jun Xiong et al.   Remote Sensing

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Cropland Mapping over Sahelian and Sudanian Agrosystems: A Knowledge-Based Approach Using PROBA-V Time Series at 100-m

(2016) Marie-Julie Lambert et al.   Remote Sensing

Global land cover mapping at 30m resolution: A POK-based operational approach

(2015) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   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

Cropland for sub-Saharan Africa: A synergistic approach using five land cover data sets

(2011) Steffen Fritz et al.   GEOPHYSICAL RESEARCH LETTERS

Crop area mapping in West Africa using landscape stratification of MODIS time series and comparison with existing global land products

(2011) Elodie Vintrou et al.   International Journal of Applied Earth Observation and Geoinformation

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Viability of solar or wind for water pumping systems in the Algerian Sahara regions – case study Adrar

(2011) B. Bouzidi   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A remote sensing-based irrigation performance assessment: a case study of the Office du Niger in Mali

(2009) Sander J. Zwart et al.   IRRIGATION SCIENCE

Evaluation of earth observation based long term vegetation trends — Intercomparing NDVI time series trend analysis consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT data

(2009) Rasmus Fensholt et al.   REMOTE SENSING OF ENVIRONMENT

MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets

(2009) Mark A. Friedl et al.   REMOTE SENSING OF ENVIRONMENT

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

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