Mapping crops within the growing season across the United States

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

Rapid Crop Cover Mapping for the Conterminous United States

(2018) Devendra Dahal et al.   Scientific Reports

Deep learning based multi-temporal crop classification

(2018) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

MODIS phenology-derived, multi-year distribution of conterminous U.S. crop types

(2017) Richard Massey et al.   REMOTE SENSING OF ENVIRONMENT

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

Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data

(2016) Murali Krishna Gumma et al.   International Journal of Digital Earth

Optical remotely sensed time series data for land cover classification: A review

(2016) Cristina Gómez et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Rapid corn and soybean mapping in US Corn Belt and neighboring areas

(2016) Liheng Zhong et al.   Scientific Reports

Automated annual cropland mapping using knowledge-based temporal features

(2015) François Waldner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps

(2015) François Waldner et al.   Remote Sensing

Mapping Cropland and Major Crop Types across the Great Lakes Basin using MODIS-NDVI Data

(2013) Yang Shao et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Efficient corn and soybean mapping with temporal extendability: A multi-year experiment using Landsat imagery

(2013) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

The U.S. drought of 2012 in perspective: A call to action

(2013) J.S. Boyer et al.   Global Food Security-Agriculture Policy Economics and Environment

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

Detecting Spatiotemporal Changes of Corn Developmental Stages in the U.S. Corn Belt Using MODIS WDRVI Data

(2011) Toshihiro Sakamoto et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Monitoring US agriculture: the US Department of Agriculture, National Agricultural Statistics Service, Cropland Data Layer Program

(2011) Claire Boryan et al.   Geocarto International

Assessment of MODIS NDVI time series data products for detecting forest defoliation by gypsy moth outbreaks

(2010) Joseph P. Spruce et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Global Cropland Extent with Multi-year MODIS Data

(2010) Kyle Pittman et al.   Remote Sensing

Monitoring Global Croplands with Coarse Resolution Earth Observations: The Global Agriculture Monitoring (GLAM) Project

(2010) Inbal Becker-Reshef et al.   Remote Sensing

Agro-ecoregionalization of Iowa using multivariate geographical clustering

(2007) C WILLIAMS et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT