An automatic approach for land-change detection and land updates based on integrated NDVI timing analysis and the CVAPS method with GEE support

Hu, Yunfeng; Dong, Yu; Batunacun,

doi:10.1016/j.isprsjprs.2018.10.008

Title: An automatic approach for land-change detection and land updates based on integrated NDVI timing analysis and the CVAPS method with GEE support

Journal Article · 30 November 2018 · ISPRS Journal of Photogrammetry and Remote Sensing

DOI: https://doi.org/10.1016/j.isprsjprs.2018.10.008 · OSTI ID:1478686

; Dong, Yu; Batunacun,

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Sponsoring Organization:: USDOE Office of Electricity (OE), Advanced Grid Research & Development. Power Systems Engineering Research

OSTI ID:: 1478686

Journal Information:: ISPRS Journal of Photogrammetry and Remote Sensing, Journal Name: ISPRS Journal of Photogrammetry and Remote Sensing Journal Issue: C Vol. 146; ISSN 0924-2716

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (32)

Effects of land use/cover change on land surface energy partitioning and climate in Northeast China Liu, Fengshan; Tao, Fulu; Liu, Jiyuan Theoretical and Applied Climatology, Vol. 123, Issue 1-2 https://doi.org/10.1007/s00704-014-1340-7	journal	December 2014
Land use/land cover classification and its change detection using multi-temporal MODIS NDVI data Usman, M.; Liedl, R.; Shahid, M. A. Journal of Geographical Sciences, Vol. 25, Issue 12 https://doi.org/10.1007/s11442-015-1247-y	journal	November 2015
Integrating TM and ancillary geographical data with classification trees for land cover classification of marsh area Na, Xiaodong; Zhang, Shuqing; Zhang, Huaiqing Chinese Geographical Science, Vol. 19, Issue 2 https://doi.org/10.1007/s11769-009-0177-y	journal	April 2009
Change-vector analysis in multitemporal space: A tool to detect and categorize land-cover change processes using high temporal-resolution satellite data Lambin, Eric F.; Strahlers, Alan H. Remote Sensing of Environment, Vol. 48, Issue 2 https://doi.org/10.1016/0034-4257(94)90144-9	journal	May 1994
A new method for gray-level picture thresholding using the entropy of the histogram Kapur, J. N.; Sahoo, P. K.; Wong, A. K. C. Computer Vision, Graphics, and Image Processing, Vol. 29, Issue 3 https://doi.org/10.1016/0734-189X(85)90125-2	journal	March 1985
Assessing rates of forest change and fragmentation in Alabama, USA, using the vegetation change tracker model Li, Mingshi; Huang, Chengquan; Zhu, Zhiliang Forest Ecology and Management, Vol. 257, Issue 6 https://doi.org/10.1016/j.foreco.2008.12.023	journal	March 2009
A fuzzy topology-based maximum likelihood classification Liu, Kimfung; Shi, Wenzhong; Zhang, Hua ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 66, Issue 1 https://doi.org/10.1016/j.isprsjprs.2010.09.007	journal	January 2011
Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points Shao, Yang; Lunetta, Ross S. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 70 https://doi.org/10.1016/j.isprsjprs.2012.04.001	journal	June 2012
Who launched what, when and why; trends in global land-cover observation capacity from civilian earth observation satellites Belward, Alan S.; Skøien, Jon O. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 103 https://doi.org/10.1016/j.isprsjprs.2014.03.009	journal	May 2015
A web-based system for supporting global land cover data production Han, Gang; Chen, Jun; He, Chaoying ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 103 https://doi.org/10.1016/j.isprsjprs.2014.07.012	journal	May 2015
A targeted change-detection procedure by combining change vector analysis and post-classification approach Ye, Su; Chen, Dongmei; Yu, Jie ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 114 https://doi.org/10.1016/j.isprsjprs.2016.01.018	journal	April 2016
Optimizing selection of training and auxiliary data for operational land cover classification for the LCMAP initiative Zhu, Zhe; Gallant, Alisa L.; Woodcock, Curtis E. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 122 https://doi.org/10.1016/j.isprsjprs.2016.11.004	journal	December 2016
Automated cropland mapping of continental Africa using Google Earth Engine cloud computing Xiong, Jun; Thenkabail, Prasad S.; Gumma, Murali K. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 126 https://doi.org/10.1016/j.isprsjprs.2017.01.019	journal	April 2017
Burned area estimations derived from Landsat ETM+ and OLI data: Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees Cabral, Ana I. R.; Silva, Sara; Silva, Pedro C. ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 142 https://doi.org/10.1016/j.isprsjprs.2018.05.007	journal	August 2018
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 Teluguntla, Pardhasaradhi; Thenkabail, Prasad S.; Oliphant, Adam ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 144 https://doi.org/10.1016/j.isprsjprs.2018.07.017	journal	October 2018
Comparison and relative quality assessment of the GLC2000, GLOBCOVER, MODIS and ECOCLIMAP land cover data sets at the African continental scale Kaptué Tchuenté, Armel Thibaut; Roujean, Jean-Louis; De Jong, Steven M. International Journal of Applied Earth Observation and Geoinformation, Vol. 13, Issue 2 https://doi.org/10.1016/j.jag.2010.11.005	journal	April 2011
Land-cover change detection using multi-temporal MODIS NDVI data Lunetta, Ross S.; Knight, Joseph F.; Ediriwickrema, Jayantha Remote Sensing of Environment, Vol. 105, Issue 2 https://doi.org/10.1016/j.rse.2006.06.018	journal	November 2006
Interpreting the change detection error matrix van Oort, P. A. J. Remote Sensing of Environment, Vol. 108, Issue 1 https://doi.org/10.1016/j.rse.2006.10.012	journal	May 2007
MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets Friedl, Mark A.; Sulla-Menashe, Damien; Tan, Bin Remote Sensing of Environment, Vol. 114, Issue 1 https://doi.org/10.1016/j.rse.2009.08.016	journal	January 2010
An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks Huang, Chengquan; Goward, Samuel N.; Masek, Jeffrey G. Remote Sensing of Environment, Vol. 114, Issue 1 https://doi.org/10.1016/j.rse.2009.08.017	journal	January 2010
Detecting trends in forest disturbance and recovery using yearly Landsat time series: 1. LandTrendr — Temporal segmentation algorithms Kennedy, Robert E.; Yang, Zhiqiang; Cohen, Warren B. Remote Sensing of Environment, Vol. 114, Issue 12 https://doi.org/10.1016/j.rse.2010.07.008	journal	December 2010
A comprehensive change detection method for updating the National Land Cover Database to circa 2011 Jin, Suming; Yang, Limin; Danielson, Patrick Remote Sensing of Environment, Vol. 132 https://doi.org/10.1016/j.rse.2013.01.012	journal	May 2013
Continuous change detection and classification of land cover using all available Landsat data Zhu, Zhe; Woodcock, Curtis E. Remote Sensing of Environment, Vol. 144 https://doi.org/10.1016/j.rse.2014.01.011	journal	March 2014
Generating synthetic Landsat images based on all available Landsat data: Predicting Landsat surface reflectance at any given time Zhu, Zhe; Woodcock, Curtis E.; Holden, Christopher Remote Sensing of Environment, Vol. 162 https://doi.org/10.1016/j.rse.2015.02.009	journal	June 2015
Preliminary analysis of the performance of the Landsat 8/OLI land surface reflectance product Vermote, Eric; Justice, Chris; Claverie, Martin Remote Sensing of Environment, Vol. 185 https://doi.org/10.1016/j.rse.2016.04.008	journal	November 2016
Review ArticleDigital change detection methods in ecosystem monitoring: a review Coppin, P.; Jonckheere, I.; Nackaerts, K. International Journal of Remote Sensing, Vol. 25, Issue 9 https://doi.org/10.1080/0143116031000101675	journal	May 2004
An improved automated land cover updating approach by integrating with downscaled NDVI time series data Chen, Xuehong; Yang, Dedi; Chen, Jin Remote Sensing Letters, Vol. 6, Issue 1 https://doi.org/10.1080/2150704X.2014.998793	journal	January 2015
Land Cover Change Mapping at the Subpixel Scale With Different Spatial-Resolution Remotely Sensed Imagery Ling, Feng; Li, Wenbo; Du, Yun IEEE Geoscience and Remote Sensing Letters, Vol. 8, Issue 1 https://doi.org/10.1109/LGRS.2010.2055034	journal	January 2011
Change Vector Analysis in Posterior Probability Space: A New Method for Land Cover Change Detection Chen, Jin; Chen, Xuehong; Cui, Xihong IEEE Geoscience and Remote Sensing Letters, Vol. 8, Issue 2 https://doi.org/10.1109/LGRS.2010.2068537	journal	March 2011
Diagnosis of Ovarian Cancer Using Decision Tree Classification of Mass Spectral Data Vlahou, Antonia; Schorge, John O.; Gregory, Betsy W. Journal of Biomedicine and Biotechnology, Vol. 2003, Issue 5 https://doi.org/10.1155/S1110724303210032	journal	January 2003
Land-Use/Land-Cover Change Detection Using Improved Change-Vector Analysis Chen, Jin; Gong, Peng; He, Chunyang Photogrammetric Engineering & Remote Sensing, Vol. 69, Issue 4 https://doi.org/10.14358/PERS.69.4.369	journal	April 2003
Detecting the Boundaries of Urban Areas in India: A Dataset for Pixel-Based Image Classification in Google Earth Engine Goldblatt, Ran; You, Wei; Hanson, Gordon Remote Sensing, Vol. 8, Issue 8 https://doi.org/10.3390/rs8080634	journal	August 2016

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