A phenology-based method for identifying the planting fraction of winter wheat using moderate-resolution satellite data

Feature Comparison and Optimization for 30-M Winter Wheat Mapping Based on Landsat-8 and Sentinel-2 Data Using Random Forest Algorithm

(2019) Yuanhuizi He et al.   Remote Sensing

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

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

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

Near doubling of Brazil’s intensive row crop area since 2000

(2018) Viviana Zalles et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Identification and mapping of winter wheat by integrating temporal change information and Kullback–Leibler divergence

(2018) Xiwang Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

Remote sensing based yield monitoring: Application to winter wheat in United States and Ukraine

(2018) B. Franch et al.   International Journal of Applied Earth Observation and Geoinformation

Winter wheat mapping combining variations before and after estimated heading dates

(2017) Bingwen Qiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model

(2017) Sergii Skakun et al.   REMOTE SENSING OF ENVIRONMENT

Global evaluation of gap-filling approaches for seasonal NDVI with considering vegetation growth trajectory, protection of key point, noise resistance and curve stability

(2017) Ronggao Liu et al.   REMOTE SENSING OF ENVIRONMENT

National-scale soybean mapping and area estimation in the United States using medium resolution satellite imagery and field survey

(2017) Xiao-Peng Song et al.   REMOTE SENSING OF ENVIRONMENT

Impacts of spatial heterogeneity on crop area mapping in Canada using MODIS data

(2016) Yaoliang Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-scale evaluation of light use efficiency in MODIS gross primary productivity for croplands in the Midwestern United States

(2015) Qinchuan Xin et al.   AGRICULTURAL AND FOREST METEOROLOGY

Measuring the Directional Variations of Land Surface Reflectance From MODIS

(2015) Francois-Marie Breon et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A support vector machine to identify irrigated crop types using time-series Landsat NDVI data

(2015) Baojuan Zheng et al.   International Journal of Applied Earth Observation and Geoinformation

An approach for evaluating the impact of gaps and measurement errors on satellite land surface phenology algorithms: Application to 20year NOAA AVHRR data over Canada

(2015) Sivasathivel Kandasamy et al.   REMOTE SENSING OF ENVIRONMENT

Developing a 30-m grassland productivity estimation map for central Nebraska using 250-m MODIS and 30-m Landsat-8 observations

(2015) Yingxin Gu et al.   REMOTE SENSING OF ENVIRONMENT

Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR Growing Degree Day information

(2015) B. Franch et al.   REMOTE SENSING OF ENVIRONMENT

Tracking the dynamics of paddy rice planting area in 1986–2010 through time series Landsat images and phenology-based algorithms

(2015) Jinwei Dong et al.   REMOTE SENSING OF ENVIRONMENT

MODIS-Based Fractional Crop Mapping in the U.S. Midwest with Spatially Constrained Phenological Mixture Analysis

(2015) Cheng Zhong et al.   Remote Sensing

Mapping Fractional Cropland Distribution in Mato Grosso, Brazil Using Time Series MODIS Enhanced Vegetation Index and Landsat Thematic Mapper Data

(2015) Changming Zhu et al.   Remote Sensing

Improved maize cultivated area estimation over a large scale combining MODIS–EVI time series data and crop phenological information

(2014) Jiahua Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

NDVI saturation adjustment: A new approach for improving cropland performance estimates in the Greater Platte River Basin, USA

(2013) Yingxin Gu et al.   ECOLOGICAL INDICATORS

Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets

(2013) Clement Atzberger et al.   Remote Sensing

Generation and analysis of the 2005 land cover map for Mexico using 250m MODIS data

(2012) René R. Colditz et al.   REMOTE SENSING OF ENVIRONMENT

Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index

(2012) Yaozhong Pan et al.   REMOTE SENSING OF ENVIRONMENT

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

(2012) Peter M. Atkinson et al.   REMOTE SENSING OF ENVIRONMENT

Classifying multiyear agricultural land use data from Mato Grosso using time-series MODIS vegetation index data

(2012) J. Christopher Brown et al.   REMOTE SENSING OF ENVIRONMENT

A multisensor fusion approach to improve LAI time series

(2011) Aleixandre Verger et al.   REMOTE SENSING OF ENVIRONMENT

Land cover classification with coarse spatial resolution data to derive continuous and discrete maps for complex regions

(2011) R.R. Colditz et al.   REMOTE SENSING OF ENVIRONMENT

Early-season crop area estimates for winter crops in NE Australia using MODIS satellite imagery

(2010) A.B. Potgieter et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The spatial distribution of crop types from MODIS data: Temporal unmixing using Independent Component Analysis

(2010) Mutlu Ozdogan   REMOTE SENSING OF ENVIRONMENT

Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006

(2009) MICHAEL A. WHITE et al.   GLOBAL CHANGE BIOLOGY

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

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

Medium Spatial Resolution Satellite Imagery for Estimating and Mapping Urban Impervious Surfaces Using LSMA and ANN

(2008) Qihao Weng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data

(2008) Zhang Mingwei et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping land-cover modifications over large areas: A comparison of machine learning algorithms

(2008) John Rogan et al.   REMOTE SENSING OF ENVIRONMENT

Noise reduction of NDVI time series: An empirical comparison of selected techniques

(2008) Jennifer N. Hird et al.   REMOTE SENSING OF ENVIRONMENT

Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil

(2007) Gillian L. Galford et al.   REMOTE SENSING OF ENVIRONMENT

Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the U.S. Central Great Plains

(2007) Brian D. Wardlow et al.   REMOTE SENSING OF ENVIRONMENT