4.7 Article

Optimizing Feature Selection of Individual Crop Types for Improved Crop Mapping

Related references

Note: Only part of the references are listed.
Article Geography, Physical

Comparison of three remotely sensed drought indices for assessing the impact of drought on winter wheat yield

Jianxi Huang et al.

INTERNATIONAL JOURNAL OF DIGITAL EARTH (2020)

Article Remote Sensing

Detection and characterization of oil palm plantations through MODIS EVI time series

Samuele De Petris et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)

Article Remote Sensing

A random forest-based framework for crop mapping using temporal, spectral, textural and polarimetric observations

Iman Khosravi et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)

Article Environmental Sciences

Smallholder maize area and yield mapping at national scales with Google Earth Engine

Zhenong Jin et al.

REMOTE SENSING OF ENVIRONMENT (2019)

Article Environmental Sciences

New Workflow of Plastic-Mulched Farmland Mapping using Multi-Temporal Sentinel-2 data

Pengyu Hao et al.

REMOTE SENSING (2019)

Article Environmental Sciences

Large-Scale Crop Mapping Based on Machine Learning and Parallel Computation with Grids

Ning Yang et al.

REMOTE SENSING (2019)

Article Remote Sensing

A phenology-based spectral and temporal feature selection method for crop mapping from satellite time series

Qiong Hu et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2019)

Review Agronomy

Assimilation of remote sensing into crop growth models: Current status and perspectives

Jianxi Huang et al.

AGRICULTURAL AND FOREST METEOROLOGY (2019)

Article Environmental Sciences

Using the Landsat archive to map crop cover history across the United States

David M. Johnson

REMOTE SENSING OF ENVIRONMENT (2019)

Article Remote Sensing

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

Alex O. Onojeghuo et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Article Environmental Sciences

Using Landsat and nighttime lights for supervised pixel-based image classification of urban land cover

Ran Goldblatt et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Agriculture, Multidisciplinary

How do temporal and spectral features matter in crop classification in Heilongjiang Province, China?

Hu Qiong et al.

JOURNAL OF INTEGRATIVE AGRICULTURE (2017)

Article Geochemistry & Geophysics

Extending the Pairwise Separability Index for Multicrop Identification Using Time-Series MODIS Images

Qiong Hu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Geography, Physical

Mapping paddy rice planting areas through time series analysis of MODIS land surface temperature and vegetation index data

Geli Zhang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2015)

Article Geography, Physical

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

Jiahua Zhang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2014)

Article Environmental Sciences

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

Liheng Zhong et al.

REMOTE SENSING OF ENVIRONMENT (2014)

Article Geography, Physical

Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines

F. Loew et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)

Article Environmental Sciences

Multi-temporal hyperspectral mixture analysis and feature selection for invasive species mapping in rainforests

Ben Somers et al.

REMOTE SENSING OF ENVIRONMENT (2013)

Article Agriculture, Multidisciplinary

Crop type mapping using spectral-temporal profiles and phenological information

Saskia Foerster et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2012)

Article Environmental Sciences

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

Yaozhong Pan et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Environmental Sciences

Opening the archive: How free data has enabled the science and monitoring promise of Landsat

Michael A. Wulder et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Remote Sensing

Classification of MODIS EVI time series for crop mapping in the state of Mato Grosso, Brazil

Damien Arvor et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2011)

Article Remote Sensing

Temporal segmentation of MODIS time series for improving crop classification in Central Asian irrigation systems

Christopher Conrad et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2011)

Article Environmental Sciences

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

Jose M. Pena-Barragan et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Geochemistry & Geophysics

Remote Sensing Feature Selection by Kernel Dependence Measures

Gustavo Camps-Valls et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2010)

Article Remote Sensing

A global map of rainfed cropland areas (GMRCA) at the end of last millennium using remote sensing

Chandrashekhar M. Biradar et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2009)

Article Environmental Sciences

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

Brian D. Wardlow et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article Environmental Sciences

Contribution of multispectral and multiternporal information from MODIS images to land cover classification

Hugo Carrao et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article Environmental Sciences

Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains

Brian D. Wardlow et al.

REMOTE SENSING OF ENVIRONMENT (2007)

Article Environmental Sciences

Comparative assessment of the measures of thematic classification accuracy

Canran Liu et al.

REMOTE SENSING OF ENVIRONMENT (2007)

Article Remote Sensing

Spectral indices for precise agriculture monitoring

O. Beeri et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)

Article Environmental Sciences

Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images

XM Xiao et al.

REMOTE SENSING OF ENVIRONMENT (2006)

Article Environmental Sciences

An assessment of the effectiveness of decision tree methods for land cover classification

M Pal et al.

REMOTE SENSING OF ENVIRONMENT (2003)

Article Geosciences, Multidisciplinary

Remote estimation of leaf area index and green leaf biomass in maize canopies -: art. no. 1248

AA Gitelson et al.

GEOPHYSICAL RESEARCH LETTERS (2003)

Article Environmental Sciences

Global land cover mapping from MODIS: algorithms and early results

MA Friedl et al.

REMOTE SENSING OF ENVIRONMENT (2002)

Review Environmental Sciences

Status of land cover classification accuracy assessment

GM Foody

REMOTE SENSING OF ENVIRONMENT (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)