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

Optimizing Feature Selection of Individual Crop Types for Improved Crop Mapping

(2020) Leikun Yin et al.   Remote Sensing

Mapping the Land Cover of Africa at 10 m Resolution from Multi-Source Remote Sensing Data with Google Earth Engine

(2020) Qingyu Li et al.   Remote Sensing

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

(2020) Kaboro Samasse et al.   Remote Sensing

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

(2020) Swapan Talukdar et al.   Remote Sensing

Sentinel-2 Data in an Evaluation of the Impact of the Disturbances on Forest Vegetation

(2020) Josef Lastovicka et al.   Remote Sensing

Monitoring cropland abandonment with Landsat time series

(2020) He Yin et al.   REMOTE SENSING OF ENVIRONMENT

Classification of Land Cover, Forest, and Tree Species Classes with ZiYuan-3 Multispectral and Stereo Data

(2019) Zhuli Xie et al.   Remote Sensing

Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017

(2019) Peng Gong et al.   Science Bulletin

High-Resolution Urban Land Mapping in China from Sentinel 1A/2 Imagery Based on Google Earth Engine

(2019) Zhongchang Sun et al.   Remote Sensing

A Mapping Framework to Characterize Land Use in the Sudan-Sahel Region from Dense Stacks of Landsat Data

(2019) Fernando Sedano et al.   Remote Sensing

Comparisons of three recent moderate resolution African land cover datasets: CGLS-LC100, ESA-S2-LC20, and FROM-GLC-Africa30

(2019) Yidi Xu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Efficient feature selection using shrinkage estimators

(2019) Konstantinos Sechidis et al.   MACHINE LEARNING

Improved change monitoring using an ensemble of time series algorithms

(2019) Eric L. Bullock et al.   REMOTE SENSING OF ENVIRONMENT

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

Feature Selection on Sentinel-2 Multispectral Imagery for Mapping a Landscape Infested by Parthenium Weed

(2019) Zolo Kiala et al.   Remote Sensing

Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa

(2019) Mohsen Nabil et al.   International Journal of Applied Earth Observation and Geoinformation

Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture

(2019) Dino Ienco et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

(2019) Oliver Stromann et al.   Remote Sensing

Mapping informal settlement indicators using object-oriented analysis in the Middle East

(2018) Ahmad Fallatah et al.   International Journal of Digital Earth

A comparison of multiple classifier combinations using different voting-weights for remote sensing image classification

(2018) Huaifei Shen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A multiple dataset approach for 30-m resolution land cover mapping: a case study of continental Africa

(2018) Duole Feng 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

Smallholder crop area mapped with wall-to-wall WorldView sub-meter panchromatic image texture: A test case for Tigray, Ethiopia

(2018) Christopher S.R. Neigh et al.   REMOTE SENSING OF ENVIRONMENT

Mapping forest change using stacked generalization: An ensemble approach

(2018) Sean P. Healey et al.   REMOTE SENSING OF ENVIRONMENT

A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics

(2018) Gohar Ghazaryan et al.   European Journal of Remote Sensing

A comparison of different land-use classification techniques for accurate monitoring of degraded coal-mining areas

(2018) Shivesh Kishore Karan et al.   Environmental Earth Sciences

Mapping underrepresented land cover heterogeneity in arid regions: The Sahara-Sahel example

(2018) João Carlos Campos et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing Cropland Area in West Africa for Agricultural Yield Analysis

(2018) Kaboro Samasse et al.   Remote Sensing

Comparison of two-dimensional multitemporal Sentinel-2 data with three-dimensional remote sensing data sources for forest inventory parameter estimation over a boreal forest

(2018) Samantha Wittke et al.   International Journal of Applied Earth Observation and Geoinformation

Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria

(2017) Alexandr Katrutsa et al.   EXPERT SYSTEMS WITH APPLICATIONS

Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application

(2017) Stefanos Georganos et al.   GIScience & Remote Sensing

Hyperspectral Band Selection Using Improved Classification Map

(2017) Xianghai Cao et al.   IEEE Geoscience and Remote Sensing Letters

New land-cover maps of Ghana for 2015 using Landsat 8 and three popular classifiers for biodiversity assessment

(2017) Kwame Oppong Hackman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Fusion of Sentinel-1A and Sentinel-2A data for land cover mapping: a case study in the lower Magdalena region, Colombia

(2017) Nicola Clerici et al.   Journal of Maps

Extracting smallholder cropped area in Tigray, Ethiopia with wall-to-wall sub-meter WorldView and moderate resolution Landsat 8 imagery

(2017) J.L. McCarty et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

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

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

Water Bodies’ Mapping from Sentinel-2 Imagery with Modified Normalized Difference Water Index at 10-m Spatial Resolution Produced by Sharpening the SWIR Band

(2016) Yun Du et al.   Remote Sensing

Assessment of the Added-Value of Sentinel-2 for Detecting Built-up Areas

(2016) Martino Pesaresi et al.   Remote Sensing

Best Accuracy Land Use/Land Cover (LULC) Classification to Derive Crop Types Using Multitemporal, Multisensor, and Multi-Polarization SAR Satellite Images

(2016) Christoph Hütt et al.   Remote Sensing

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

(2016) Markus Immitzer et al.   Remote Sensing

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

(2016) Julien Radoux et al.   Remote Sensing

First Results From the Phenology-Based Synthesis Classifier Using Landsat 8 Imagery

(2015) D. Simonetti et al.   IEEE Geoscience and Remote Sensing Letters

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

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

Multi-sensor mapping of West African land cover using MODIS, ASAR and TanDEM-X/TerraSAR-X data

(2015) Ursula Gessner et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Ecosystem Services for Land Use Planning, the Case of Central Kalimantan

(2014) Elham Sumarga et al.   ENVIRONMENTAL MANAGEMENT

Good practices for estimating area and assessing accuracy of land change

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

Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa

(2014) Gerald Forkuor et al.   Remote Sensing

Combining ensemble modeling and remote sensing for mapping individual tree species at high spatial resolution

(2013) Robin Engler et al.   FOREST ECOLOGY AND MANAGEMENT

Land-use and land-cover change detection in a semi-arid area of Niger using multi-temporal analysis of Landsat images

(2013) F. Nutini et al.   INTERNATIONAL JOURNAL OF 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

Exploitation of TerraSAR-X Data for Land use/Land Cover Analysis Using Object-Oriented Classification Approach in the African Sahel Area, Sudan

(2012) Khalid Biro et al.   Journal of the Indian Society of Remote Sensing

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

Improving the Accuracy of Land Use and Land Cover Classification of Landsat Data Using Post-Classification Enhancement

(2009) Ramita Manandhar et al.   Remote Sensing

Improved Sigma Filter for Speckle Filtering of SAR Imagery

(2008) Jong-Sen Lee et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING