Comparison of Hybrid Classifiers for Crop Classification Using Normalized Difference Vegetation Index Time Series: A Case Study for Major Crops in North Xinjiang, China

Pengyu Hao; Li Wang; Zheng Niu

doi:10.1371/journal.pone.0137748

Comparison of Hybrid Classifiers for Crop Classification Using Normalized Difference Vegetation Index Time Series: A Case Study for Major Crops in North Xinjiang, China

PLoS ONE ◽

10.1371/journal.pone.0137748 ◽

2015 ◽

Vol 10 (9) ◽

pp. e0137748 ◽

Cited By ~ 21

Author(s):

Pengyu Hao ◽

Li Wang ◽

Zheng Niu

Keyword(s):

Time Series ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

North Xinjiang ◽

Crop Classification ◽

Hybrid Classifiers ◽

Index Time Series

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ASSESSING HUMAN ACTIVITIES INFLUENCES ON THE VEGETATION COVER USING TRENDS OF NORMALIZED DIFFERENCE VEGETATION INDEX TIME SERIES: CASE STUDY IN DORNOD PROVINCE

International Trends in Science and Technology ◽

10.31435/rsglobal_conf/30112020/7267 ◽

2020 ◽

Author(s):

Badam Ariya ◽

Tsogbadral Khurelbaatar

Keyword(s):

Time Series ◽

Human Activities ◽

Vegetation Cover ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Index Time Series

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Sensitivity of six typical spatiotemporal fusion methods to different influential factors: A comparative study for a normalized difference vegetation index time series reconstruction

Remote Sensing of Environment ◽

10.1016/j.rse.2020.112130 ◽

2021 ◽

Vol 252 ◽

pp. 112130

Author(s):

Junxiong Zhou ◽

Jin Chen ◽

Xuehong Chen ◽

Xiaolin Zhu ◽

Yuean Qiu ◽

...

Keyword(s):

Time Series ◽

Comparative Study ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Influential Factors ◽

Fusion Methods ◽

Index Time Series

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Detecting the Temporal Scaling Behavior of the Normalized Difference Vegetation Index Time Series in China Using a Detrended Fluctuation Analysis

Remote Sensing ◽

10.3390/rs71012942 ◽

2015 ◽

Vol 7 (10) ◽

pp. 12942-12960 ◽

Cited By ~ 4

Author(s):

Xiaoyi Guo ◽

Hongyan Zhang ◽

Tao Yuan ◽

Jianjun Zhao ◽

Zhenshan Xue

Keyword(s):

Time Series ◽

Detrended Fluctuation Analysis ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Scaling Behavior ◽

Fluctuation Analysis ◽

Temporal Scaling ◽

Detrended Fluctuation ◽

Index Time Series

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Investigation of Vegetation Dynamics using Long-Term Normalized Difference Vegetation Index Time-Series

American Journal of Environmental Sciences ◽

10.3844/ajessp.2009.461.467 ◽

2009 ◽

Vol 5 (4) ◽

pp. 461-467 ◽

Cited By ~ 14

Author(s):

Bellone

Keyword(s):

Time Series ◽

Vegetation Dynamics ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Index Time Series

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Assessment of Mediterranean pasture condition using MODIS normalized difference vegetation index time series

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.6.063530 ◽

2012 ◽

Vol 6 (1) ◽

pp. 063530 ◽

Cited By ~ 3

Author(s):

Roberto Colombo

Keyword(s):

Time Series ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Mediterranean Pasture ◽

Index Time Series

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Spatio-temporal variation indicators for landscape structure dynamics monitoring using dense normalized difference vegetation index time series

Ecological Indicators ◽

10.1016/j.ecolind.2019.105607 ◽

2019 ◽

Vol 107 ◽

pp. 105607 ◽

Cited By ~ 6

Author(s):

Yuanyuan Meng ◽

Xiangnan Liu ◽

Ling Wu ◽

Meiling Liu ◽

Biyao Zhang ◽

...

Keyword(s):

Time Series ◽

Temporal Variation ◽

Landscape Structure ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Structure Dynamics ◽

Spatio Temporal ◽

Index Time Series

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A novel method to reconstruct normalized difference vegetation index time series based on temporal-spatial iteration estimation

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326103 ◽

2015 ◽

Author(s):

Lili Xu ◽

Baolin Li ◽

Yecheng Yuan ◽

Tao Zhang

Keyword(s):

Time Series ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Novel Method ◽

Index Time Series

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A method to convert AVHRR Normalized Difference Vegetation Index time series to a standard viewing and illumination geometry

Remote Sensing of Environment ◽

10.1016/j.rse.2005.08.017 ◽

2005 ◽

Vol 99 (4) ◽

pp. 400-411 ◽

Cited By ~ 67

Author(s):

S.O. Los ◽

P.R.J. North ◽

W.M.F. Grey ◽

M.J. Barnsley

Keyword(s):

Time Series ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Index Time Series

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Predicting Tropical Tree Species Richness from Normalized Difference Vegetation Index Time Series: The Devil Is Perhaps Not in the Detail

Remote Sensing ◽

10.3390/rs10050698 ◽

2018 ◽

Vol 10 (5) ◽

pp. 698 ◽

Cited By ~ 2

Author(s):

Robin Pouteau ◽

Thomas Gillespie ◽

Philippe Birnbaum

Keyword(s):

Time Series ◽

Species Richness ◽

Tree Species ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Tropical Tree ◽

Tropical Tree Species ◽

Tree Species Richness ◽

The Devil ◽

Index Time Series

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Comparison of Spatiotemporal Fusion Models for Producing High Spatiotemporal Resolution Normalized Difference Vegetation Index Time Series Data Sets

Journal of Computer and Communications ◽

10.4236/jcc.2019.77007 ◽

2019 ◽

Vol 07 (07) ◽

pp. 65-71

Author(s):

Zhizhong Han ◽

Wenya Zhao

Keyword(s):

Time Series ◽

Vegetation Index ◽

Normalized Difference Vegetation Index ◽

Time Series Data ◽

Series Data ◽

Data Sets ◽

Spatiotemporal Resolution ◽

High Spatiotemporal Resolution ◽

Index Time Series

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