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

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

An Identification Method for Spring Maize in Northeast China Based on Spectral and Phenological Features

(2018) Ke Tang et al.   Remote Sensing

Fusion of Moderate Resolution Earth Observations for Operational Crop Type Mapping

(2018) Nathan Torbick et al.   Remote Sensing

Quantifying Variability in Maize Yield Response to Nutrient Applications in the Northern Nigerian Savanna

(2018) Bello Shehu et al.   Agronomy-Basel

Classification of California agriculture using quad polarization radar data and Landsat Thematic Mapper data

(2018) Arjun Sheoran et al.   GIScience & Remote Sensing

Precise identification of maize in the North China Plain based on Sentinel-1A SAR time series data

(2018) Li Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France

(2018) Emile Ndikumana et al.   Remote Sensing

Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium

(2018) Kristof Van Tricht et al.   Remote Sensing

Assessing the suitability of data from Sentinel-1A and 2A for crop classification

(2017) Rei Sonobe et al.   GIScience & Remote Sensing

Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data

(2017) Alex O. Onojeghuo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region

(2017) Tao Zhou et al.   SENSORS

Evaluating the potential of temporal Sentinel-1A data for paddy rice discrimination at local scales

(2017) Lamin R. Mansaray et al.   Remote Sensing Letters

Assessment of Sentinel-1A data for rice crop classification using random forests and support vector machines

(2017) Nguyen-Thanh Son et al.   Geocarto International

Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features

(2017) Hongrui Zheng et al.   Remote Sensing

Mapping Rice Fields in Urban Shanghai, Southeast China, Using Sentinel-1A and Landsat 8 Datasets

(2017) Lamin Mansaray et al.   Remote Sensing

Paradigms of climate change impacts on some major food sources of the world: A review on current knowledge and future prospects

(2016) Ashutosh Tripathi et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Crop type mapping in a highly fragmented and heterogeneous agricultural landscape: A case of central Iran using multi-temporal Landsat 8 imagery

(2016) Ali Asgarian et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system

(2016) Wang Li et al.   ECOLOGICAL INDICATORS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas

(2016) Isaque Eberhardt 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

Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series

(2016) Jordi Inglada et al.   Remote Sensing

Evaluating the sequential masking classification approach for improving crop discrimination in the Sudanian Savanna of West Africa

(2015) Gerald Forkuor et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

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

(2014) Gerald Forkuor et al.   Remote Sensing

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Integration of optical and synthetic aperture radar (SAR) images to differentiate grassland and alfalfa in Prairie area

(2013) Gang Hong et al.   International Journal of Applied Earth Observation and Geoinformation

Relation between Seasonally Detrended Shortwave Infrared Reflectance Data and Land Surface Moisture in Semi‑Arid Sahel

(2013) Jørgen Olsen et al.   Remote Sensing

Class-imbalanced classifiers for high-dimensional data

(2012) W.-J. Lin et al.   BRIEFINGS IN BIOINFORMATICS

An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA

(2012) Bardan Ghimire et al.   GIScience & Remote Sensing

Tree Species Classification in Boreal Forests With Hyperspectral Data

(2012) Michele Dalponte et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

The use of multi-temporal MODIS images with ground data to distinguish cotton from maize and sorghum fields in smallholder agricultural landscapes of Southern Africa

(2012) Mbulisi Sibanda et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of Four Supervised Learning Methods for Benthic Habitat Mapping Using Backscatter from Multi-Beam Sonar

(2012) Rozaimi Hasan et al.   Remote Sensing

A review of remote sensing methods for biomass feedstock production

(2011) T. Ahamed et al.   BIOMASS & BIOENERGY

Predicting disease risks from highly imbalanced data using random forest

(2011) Mohammed Khalilia et al.   BMC Medical Informatics and Decision Making

Land use classification from multitemporal Landsat imagery using the Yearly Land Cover Dynamics (YLCD) method

(2011) Y. Julien et al.   International Journal of Applied Earth Observation and Geoinformation

Applying tree-based ensemble algorithms to the classification of ecological zones using multi-temporal multi-source remote-sensing data

(2011) Xin Miao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Polarimetric radar imaging: from basics to applications by Jong-Sen Lee and Eric Pottier

(2011) Iain H. Woodhouse   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

Mapping rice areas of South Asia using MODIS multitemporal data

(2011) Murali Krishna Gumma   Journal of Applied Remote Sensing

A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data

(2011) Zhixin Qi 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

Support Vector Machine (SVM) Classification: Comparison of Linkage Techniques Using a Clustering-Based Method for Training Data Selection

(2009) Lihong Su et al.   GIScience & Remote Sensing

Phenologically-tuned MODIS NDVI-based production anomaly estimates for Zimbabwe

(2008) Chris Funk et al.   REMOTE SENSING OF ENVIRONMENT