Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area

Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi’an County, Heilongjiang province, China

(2020) Hongyan Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques

(2019) Sherrie Wang et al.   REMOTE SENSING OF ENVIRONMENT

Identifying Dry-Season Rice-Planting Patterns in Bangladesh Using the Landsat Archive

(2019) Aaron M. Shew et al.   Remote Sensing

Developing an Automatic Phenology-Based Algorithm for Rice Detection Using Sentinel-2 Time-Series Data

(2019) Amir Moeini Rad et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition

(2019) Hongyan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessment of atmospheric correction methods for Sentinel-2 images in Mediterranean landscapes

(2018) Ion Sola et al.   International Journal of Applied Earth Observation and Geoinformation

Spatiotemporal patterns and characteristics of land-use change in China during 2010–2015

(2018) Jia Ning et al.   Journal of Geographical Sciences

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

(2018) Yaping Cai et al.   REMOTE SENSING OF ENVIRONMENT

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

How much does multi-temporal Sentinel-2 data improve crop type classification?

(2018) Francesco Vuolo et al.   International Journal of Applied Earth Observation and Geoinformation

A 30-m landsat-derived cropland extent product of Australia and China using random forest machine learning algorithm on Google Earth Engine cloud computing platform

(2018) Pardhasaradhi Teluguntla et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Decreasing Rice Cropping Intensity in Southern China from 1990 to 2015

(2018) Min Jiang et al.   Remote Sensing

Joint Deep Learning for land cover and land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Using the 500 m MODIS land cover product to derive a consistent continental scale 30 m Landsat land cover classification

(2017) Hankui K. Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Automatic and adaptive paddy rice mapping using Landsat images: Case study in Songnen Plain in Northeast China

(2017) Bingwen Qiu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatiotemporal patterns of paddy rice croplands in China and India from 2000 to 2015

(2017) Geli Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

SENTINEL-2A red-edge spectral indices suitability for discriminating burn severity

(2016) Alfonso Fernández-Manso et al.   International Journal of Applied Earth Observation and Geoinformation

Evolution of regional to global paddy rice mapping methods: A review

(2016) Jinwei Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

A general method to normalize Landsat reflectance data to nadir BRDF adjusted reflectance

(2016) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine

(2016) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

Crop classification of upland fields using Random forest of time-series Landsat 7 ETM+ data

(2015) Kenichi Tatsumi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping paddy rice areas based on vegetation phenology and surface moisture conditions

(2015) Bingwen Qiu et al.   ECOLOGICAL INDICATORS

Assessment of MODIS spectral indices for determining rice paddy agricultural practices and hydroperiod

(2015) Lucia Tornos et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping paddy rice planting area in cold temperate climate region through analysis of time series Landsat 8 (OLI), Landsat 7 (ETM+) and MODIS imagery

(2015) Yuanwei Qin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images

(2015) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Mapping rice paddy extent and intensification in the Vietnamese Mekong River Delta with dense time stacks of Landsat data

(2015) Caitlin Kontgis et al.   REMOTE SENSING OF ENVIRONMENT

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

Automated Training Sample Extraction for Global Land Cover Mapping

(2014) Julien Radoux et al.   Remote Sensing

Defining the Spatial Resolution Requirements for Crop Identification Using Optical Remote Sensing

(2014) Fabian Löw et al.   Remote Sensing

Development of Variable Threshold Models for detection of irrigated paddy rice fields and irrigation timing in heterogeneous land cover

(2012) S. Jeong et al.   AGRICULTURAL WATER MANAGEMENT

Remote sensing of rice crop areas

(2012) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points

(2012) Yang Shao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Use of ENVISAT/ASAR wide-swath data for timely rice fields mapping in the Mekong River Delta

(2011) Alexandre Bouvet et al.   REMOTE SENSING OF ENVIRONMENT

Detection and estimation of mixed paddy rice cropping patterns with MODIS data

(2010) Dailiang Peng et al.   International Journal of Applied Earth Observation and Geoinformation

Soil Line Influences on Two-Band Vegetation Indices and Vegetation Isolines: A Numerical Study

(2010) Hiroki Yoshioka et al.   Remote Sensing

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

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

Web-enabled Landsat Data (WELD): Landsat ETM+ composited mosaics of the conterminous United States

(2009) David P. Roy et al.   REMOTE SENSING OF ENVIRONMENT