Mapping Crop Types and Cropping Systems in Nigeria with Sentinel-2 Imagery

Exploring machine learning algorithms for mapping crop types in a heterogeneous agriculture landscape using Sentinel-2 data. A case study of Free State Province, South Africa

(2022) Theresa Taona Mazarire et al.   South African Journal of Geomatics

Crop Type and Land Cover Mapping in Northern Malawi Using the Integration of Sentinel-1, Sentinel-2, and PlanetScope Satellite Data

(2021) Daniel Kpienbaareh et al.   Remote Sensing

Land use mapping using Sentinel-1 and Sentinel-2 time series in a heterogeneous landscape in Niger, Sahel

(2021) Dario Schulz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping cropping intensity in Huaihe basin using phenology algorithm, all Sentinel-2 and Landsat images in Google Earth Engine

(2021) Li Pan et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping smallholder and large-scale cropland dynamics with a flexible classification system and pixel-based composites in an emerging frontier of Mozambique

(2020) Adia Bey et al.   REMOTE SENSING OF ENVIRONMENT

A Review of the Sustainability Concept and the State of SDG Monitoring Using Remote Sensing

(2020) Ronald C. Estoque   Remote Sensing

Mapping Maize Fields by Using Multi-Temporal Sentinel-1A and Sentinel-2A Images in Makarfi, Northern Nigeria, Africa

(2020) Ghali Abdullahi Abubakar et al.   Sustainability

Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network

(2020) François Waldner et al.   REMOTE SENSING OF ENVIRONMENT

The Potential of Sentinel-2 for Crop Production Estimation in a Smallholder Agroforestry Landscape, Burkina Faso

(2020) Martin Karlson et al.   Frontiers in Environmental Science

Mapping Crop Types in Southeast India with Smartphone Crowdsourcing and Deep Learning

(2020) Sherrie Wang et al.   Remote Sensing

Operational Coregistration of the Sentinel-2A/B Image Archive Using Multitemporal Landsat Spectral Averages

(2020) Philippe Rufin et al.   IEEE Geoscience and Remote Sensing Letters

Mapping Cropping Practices on a National Scale Using Intra-Annual Landsat Time Series Binning

(2019) Philippe Rufin et al.   Remote Sensing

FORCE—Landsat + Sentinel-2 Analysis Ready Data and Beyond

(2019) David Frantz   Remote Sensing

Smallholder maize area and yield mapping at national scales with Google Earth Engine

(2019) Zhenong Jin et al.   REMOTE SENSING OF ENVIRONMENT

A phenology-based spectral and temporal feature selection method for crop mapping from satellite time series

(2019) Qiong Hu et al.   International Journal of Applied Earth Observation and Geoinformation

Detailed agricultural land classification in the Brazilian cerrado based on phenological information from dense satellite image time series

(2019) Hugo do Nascimento Bendini et al.   International Journal of Applied Earth Observation and Geoinformation

Needle in a haystack: Mapping rare and infrequent crops using satellite imagery and data balancing methods

(2019) François Waldner et al.   REMOTE SENSING OF ENVIRONMENT

Implementation of machine-learning classification in remote sensing: an applied review

(2018) Aaron E. Maxwell et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An unsupervised technique for optimal feature selection in attribute profiles for spectral-spatial classification of hyperspectral images

(2018) Kaushal Bhardwaj et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improvement of the Fmask algorithm for Sentinel-2 images: Separating clouds from bright surfaces based on parallax effects

(2018) David Frantz et al.   REMOTE SENSING OF ENVIRONMENT

Remote Sensing and Cropping Practices: A Review

(2018) Agnès Bégué et al.   Remote Sensing

Estimating smallholder crops production at village level from Sentinel-2 time series in Mali's cotton belt

(2018) Marie-Julie Lambert et al.   REMOTE SENSING OF ENVIRONMENT

Reducing the impacts of intra-class spectral variability on the accuracy of soft classification and super-resolution mapping of shoreline

(2018) Huong T. X. Doan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Intra-annual reflectance composites from Sentinel-2 and Landsat for national-scale crop and land cover mapping

(2018) Patrick Griffiths et al.   REMOTE SENSING OF ENVIRONMENT

Mapping pan-European land cover using Landsat spectral-temporal metrics and the European LUCAS survey

(2018) Dirk Pflugmacher et al.   REMOTE SENSING OF ENVIRONMENT

Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world

(2018) Pierre Defourny et al.   REMOTE SENSING OF ENVIRONMENT

Landsat-8 vs. Sentinel-2: examining the added value of sentinel-2’s red-edge bands to land-use and land-cover mapping in Burkina Faso

(2017) Gerald Forkuor et al.   GIScience & Remote Sensing

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

(2017) Walter Chivasa et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Mapping Smallholder Yield Heterogeneity at Multiple Scales in Eastern Africa

(2017) Zhenong Jin et al.   Remote Sensing

Subnational distribution of average farm size and smallholder contributions to global food production

(2016) Leah H Samberg et al.   Environmental Research Letters

An Operational Radiometric Landsat Preprocessing Framework for Large-Area Time Series Applications

(2016) David Frantz et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Corn Response to Climate Stress Detected with Satellite-Based NDVI Time Series

(2016) Ruoyu Wang et al.   Remote Sensing

Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection

(2016) Julien Radoux et al.   Remote Sensing

Mapping global cropland and field size

(2015) Steffen Fritz et al.   GLOBAL CHANGE BIOLOGY

Cloud cover throughout the agricultural growing season: Impacts on passive optical earth observations

(2015) Alyssa K. Whitcraft et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of an Operational System for Crop Type Map Production Using High Temporal and Spatial Resolution Satellite Optical Imagery

(2015) Jordi Inglada et al.   Remote Sensing

Global Crop Monitoring: A Satellite-Based Hierarchical Approach

(2015) Bingfang Wu et al.   Remote Sensing

Good practices for estimating area and assessing accuracy of land change

(2014) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

A Pixel-Based Landsat Compositing Algorithm for Large Area Land Cover Mapping

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

Crop type mapping using spectral–temporal profiles and phenological information

(2012) Saskia Foerster et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Crop mapping in countries with small-scale farming: a case study for West Shewa, Ethiopia

(2012) Josefien Delrue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services

(2012) M. Drusch 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

Per-Field Irrigated Crop Classification in Arid Central Asia Using SPOT and ASTER Data

(2010) Christopher Conrad et al.   Remote Sensing

Effects of strip intercropping of potatoes with non-hosts on late blight severity and tuber yield in organic production

(2008) H. Bouws et al.   PLANT PATHOLOGY