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Volumn 10, Issue 7, 2018, Pages

Detection of cropland change using multi-harmonic based phenological trajectory similarity

Author keywords

Change detection; Cropland; Multi harmonic model; Phenological trajectory similarity; Vegetation index (VI) time series

Indexed keywords

HARMONIC ANALYSIS; TIME SERIES; VECTORS;

EID: 85050499635     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs10071020     Document Type: Article
Times cited : (23)

References (49)
  • 1
    • 84863148778 scopus 로고    scopus 로고
    • Causes of cultivated land loss in mountainous areas protected for water sources case study of Miyun county in Beijing
    • Deng, Y.; Liu, S.; Lu, M.; Song, C. Causes of cultivated land loss in mountainous areas protected for water sources case study of Miyun county in Beijing. J. Food Agric. Environ. 2012, 10, 685-690
    • (2012) J. Food Agric. Environ , vol.10 , pp. 685-690
    • Deng, Y.1    Liu, S.2    Lu, M.3    Song, C.4
  • 2
    • 84922671579 scopus 로고    scopus 로고
    • Assessment of land-use and land-cover changes from 1965 to 2014 in Tam Giang-Cau Hai Lagoon, central Vietnam
    • Disperati, L.; Virdis, S.G.P. Assessment of land-use and land-cover changes from 1965 to 2014 in Tam Giang-Cau Hai Lagoon, central Vietnam. Appl. Geogr. 2015, 58, 48-64
    • (2015) Appl. Geogr , vol.58 , pp. 48-64
    • Disperati, L.1    Virdis, S.G.P.2
  • 3
    • 3142562687 scopus 로고    scopus 로고
    • Mapping long-term changes in savannah crop productivity in senegal through trend analysis of time series of remote sensing data
    • Tottrup, C.; Rasmussen, M.S. Mapping long-term changes in savannah crop productivity in senegal through trend analysis of time series of remote sensing data. Agric. Ecosyst. Environ. 2004, 103, 545-560
    • (2004) Agric. Ecosyst. Environ , vol.103 , pp. 545-560
    • Tottrup, C.1    Rasmussen, M.S.2
  • 4
    • 39749173163 scopus 로고    scopus 로고
    • Large-area crop mapping using time-series modis 250 m NDVI data: An assessment for the U.S
    • Wardlow, B.D.; Egbert, S.L. Large-area crop mapping using time-series modis 250 m NDVI data: An assessment for the U.S. Central Great Plains. Remote Sens. Environ. 2008, 112, 1096-1116
    • (2008) Central Great Plains. Remote Sens. Environ , vol.112 , pp. 1096-1116
    • Wardlow, B.D.1    Egbert, S.L.2
  • 5
    • 84971597268 scopus 로고    scopus 로고
    • A framework for large-area mapping of past and present cropping activity using seasonal landsat images and time series metrics
    • Schmidt, M.; Pringle, M.; Devadas, R.; Denham, R.; Tindall, D. A framework for large-area mapping of past and present cropping activity using seasonal landsat images and time series metrics. Remote Sens. 2016, 8, 312
    • (2016) Remote Sens , vol.8 , pp. 312
    • Schmidt, M.1    Pringle, M.2    Devadas, R.3    Denham, R.4    Tindall, D.5
  • 7
    • 84923543554 scopus 로고    scopus 로고
    • Wheat yield forecasting for Punjab province from vegetation index time series and historic crop statistics
    • Dempewolf, J.; Adusei, B.; Becker-Reshef, I.; Hansen, M.; Potapov, P.; Khan, A.; Barker, B. Wheat yield forecasting for Punjab province from vegetation index time series and historic crop statistics. Remote Sens. 2014, 6, 9653-9675
    • (2014) Remote Sens , vol.6 , pp. 9653-9675
    • Dempewolf, J.1    Adusei, B.2    Becker-Reshef, I.3    Hansen, M.4    Potapov, P.5    Khan, A.6    Barker, B.7
  • 8
    • 0036171959 scopus 로고    scopus 로고
    • An overview of land use conflicts in mining communities
    • Hilson, G. An overview of land use conflicts in mining communities. Land Use Policy 2002, 19, 65-73
    • (2002) Land Use Policy , vol.19 , pp. 65-73
    • Hilson, G.1
  • 9
    • 33749838934 scopus 로고    scopus 로고
    • Spatiotemporal modelling of methane flux from the rice fields of India using remote sensing and GIS
    • Manjunath, K.R.; Panigrahy, S.; Kumari, K.; Adhya, T.K.; Parihar, J.S. Spatiotemporal modelling of methane flux from the rice fields of India using remote sensing and GIS. Int. J. Remote Sens. 2006, 27, 4701-4707
    • (2006) Int. J. Remote Sens , vol.27 , pp. 4701-4707
    • Manjunath, K.R.1    Panigrahy, S.2    Kumari, K.3    Adhya, T.K.4    Parihar, J.S.5
  • 11
    • 84927804350 scopus 로고    scopus 로고
    • Who launched what, when and why; trends in global land cover observation capacity from civilian earth observation satellites
    • Belward, A.S.; Skøien, J.O. Who launched what, when and why; trends in global land cover observation capacity from civilian earth observation satellites. ISPRS J. Photogramm. Remote Sens. 2015, 103, 115-128
    • (2015) ISPRS J. Photogramm. Remote Sens , vol.103 , pp. 115-128
    • Belward, A.S.1    Skøien, J.O.2
  • 13
    • 84876726723 scopus 로고    scopus 로고
    • Change detection from remotely sensed images: From pixel-based to object-based approaches
    • Hussain, M.; Chen, D.; Cheng, A.; Wei, H.; Stanley, D. Change detection from remotely sensed images: From pixel-based to object-based approaches. ISPRS J. Photogramm. Remote Sens. 2013, 80, 91-106
    • (2013) ISPRS J. Photogramm. Remote Sens , vol.80 , pp. 91-106
    • Hussain, M.1    Chen, D.2    Cheng, A.3    Wei, H.4    Stanley, D.5
  • 14
    • 85027954143 scopus 로고    scopus 로고
    • A critical synthesis of remotely sensed optical image change detection techniques
    • Tewkesbury, A.P.; Comber, A.J.; Tate, N.J.; Lamb, A.; Fisher, P.F. A critical synthesis of remotely sensed optical image change detection techniques. Remote Sens. Environ. 2015, 160, 1-14
    • (2015) Remote Sens. Environ , vol.160 , pp. 1-14
    • Tewkesbury, A.P.1    Comber, A.J.2    Tate, N.J.3    Lamb, A.4    Fisher, P.F.5
  • 15
    • 4544379476 scopus 로고    scopus 로고
    • Detection of land-cover transitions by combining multidate classifiers
    • Bruzzone, L.; Cossu, R.; Vernazza, G. Detection of land-cover transitions by combining multidate classifiers. Pattern Recognit. Lett. 2004, 25, 1491-1500
    • (2004) Pattern Recognit. Lett , vol.25 , pp. 1491-1500
    • Bruzzone, L.1    Cossu, R.2    Vernazza, G.3
  • 17
    • 79952043370 scopus 로고    scopus 로고
    • Change vector analysis in posterior probability space: A new method for land cover change detection
    • Chen, J.; Chen, X.; Cui, X.; Chen, J. Change vector analysis in posterior probability space: A new method for land cover change detection. IEEE Geosci. Remote Sens. Lett. 2011, 8, 317-321
    • (2011) IEEE Geosci. Remote Sens. Lett , vol.8 , pp. 317-321
    • Chen, J.1    Chen, X.2    Cui, X.3    Chen, J.4
  • 18
    • 0032004851 scopus 로고    scopus 로고
    • Change vector analysis: A technique for the multispectral monitoring of land cover and condition
    • Johnson, R.D.; Kasischke, E.S. Change vector analysis: A technique for the multispectral monitoring of land cover and condition. Int. J. Remote Sens. 1998, 19, 411-426
    • (1998) Int. J. Remote Sens , vol.19 , pp. 411-426
    • Johnson, R.D.1    Kasischke, E.S.2
  • 19
    • 84979496989 scopus 로고    scopus 로고
    • Land cover change detection by integrating object-based data blending model of landsat and modis
    • Lu, M.; Chen, J.; Tang, H.; Rao, Y.; Yang, P.; Wu, W. Land cover change detection by integrating object-based data blending model of landsat and modis. Remote Sens. Environ. 2016, 184, 374-386
    • (2016) Remote Sens. Environ , vol.184 , pp. 374-386
    • Lu, M.1    Chen, J.2    Tang, H.3    Rao, Y.4    Yang, P.5    Wu, W.6
  • 20
    • 0033707763 scopus 로고    scopus 로고
    • Automatic analysis of the difference image for unsupervised change detection
    • Bruzzone, L.; Prieto, D.F. Automatic analysis of the difference image for unsupervised change detection. IEEE Trans. Geosci. Remote Sens. 2000, 38, 1171-1182
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , pp. 1171-1182
    • Bruzzone, L.1    Prieto, D.F.2
  • 21
    • 84961815144 scopus 로고    scopus 로고
    • Optical remotely sensed time series data for land cover classification: A review
    • Gómez, C.; White, J.C.;Wulder, M.A. Optical remotely sensed time series data for land cover classification: A review. ISPRS J. Photogramm. Remote Sens. 2016, 116, 55-72
    • (2016) ISPRS J. Photogramm. Remote Sens , vol.116 , pp. 55-72
    • Gómez, C.1    White, J.C.2    Wulder, M.A.3
  • 22
    • 84959876983 scopus 로고    scopus 로고
    • Perspectives on monitoring gradual change across the continuity of Landsat sensors using time-series data
    • Vogelmann, J.E.; Gallant, A.L.; Shi, H.; Zhu, Z. Perspectives on monitoring gradual change across the continuity of Landsat sensors using time-series data. Remote Sens. Environ. 2016, 185, 258-270
    • (2016) Remote Sens. Environ , vol.185 , pp. 258-270
    • Vogelmann, J.E.1    Gallant, A.L.2    Shi, H.3    Zhu, Z.4
  • 23
    • 77956882349 scopus 로고    scopus 로고
    • Detecting trends in forest disturbance and recovery using yearly landsat time series: 1. Landtrendr-Temporal segmentation algorithms
    • Kennedy, R.E.; Yang, Z.; Cohen, W.B. Detecting trends in forest disturbance and recovery using yearly landsat time series: 1. Landtrendr-Temporal segmentation algorithms. Remote Sens. Environ. 2010, 114, 2897-2910
    • (2010) Remote Sens. Environ , vol.114 , pp. 2897-2910
    • Kennedy, R.E.1    Yang, Z.2    Cohen, W.B.3
  • 24
    • 70350061503 scopus 로고    scopus 로고
    • Detecting trend and seasonal changes in satellite image time series
    • Verbesselt, J.; Hyndman, R.; Newnham, G.; Culvenor, D. Detecting trend and seasonal changes in satellite image time series. Remote Sens. Environ. 2010, 114, 106-115
    • (2010) Remote Sens. Environ , vol.114 , pp. 106-115
    • Verbesselt, J.1    Hyndman, R.2    Newnham, G.3    Culvenor, D.4
  • 25
    • 77956877702 scopus 로고    scopus 로고
    • Phenological change detection while accounting for abrupt and gradual trends in satellite image time series
    • Verbesselt, J.; Hyndman, R.; Zeileis, A.; Culvenor, D. Phenological change detection while accounting for abrupt and gradual trends in satellite image time series. Remote Sens. Environ. 2010, 114, 2970-2980
    • (2010) Remote Sens. Environ , vol.114 , pp. 2970-2980
    • Verbesselt, J.1    Hyndman, R.2    Zeileis, A.3    Culvenor, D.4
  • 26
    • 84859643212 scopus 로고    scopus 로고
    • Near real-time disturbance detection using satellite image time series
    • Verbesselt, J.; Zeileis, A.; Herold, M. Near real-time disturbance detection using satellite image time series. Remote Sens. Environ. 2012, 123, 98-108
    • (2012) Remote Sens. Environ , vol.123 , pp. 98-108
    • Verbesselt, J.1    Zeileis, A.2    Herold, M.3
  • 27
    • 84893747703 scopus 로고    scopus 로고
    • Continuous change detection and classification of land cover using all available landsat data
    • Zhu, Z.;Woodcock, C.E. Continuous change detection and classification of land cover using all available landsat data. Remote Sens. Environ. 2014, 144, 152-171
    • (2014) Remote Sens. Environ , vol.144 , pp. 152-171
    • Zhu, Z.1    Woodcock, C.E.2
  • 28
    • 84865427954 scopus 로고    scopus 로고
    • A review of large area monitoring of land cover change using Landsat data
    • Hansen, M.C.; Loveland, T.R. A review of large area monitoring of land cover change using Landsat data. Remote Sens. Environ. 2012, 122, 66-74
    • (2012) Remote Sens. Environ , vol.122 , pp. 66-74
    • Hansen, M.C.1    Loveland, T.R.2
  • 29
    • 84908320410 scopus 로고    scopus 로고
    • Fusing Landsat and SAR time series to detect deforestation in the tropics
    • Reiche, J.; Verbesselt, J.; Hoekman, D.; Herold, M. Fusing Landsat and SAR time series to detect deforestation in the tropics. Remote Sens. Environ. 2015, 156, 276-293
    • (2015) Remote Sens. Environ , vol.156 , pp. 276-293
    • Reiche, J.1    Verbesselt, J.2    Hoekman, D.3    Herold, M.4
  • 30
    • 77649112595 scopus 로고    scopus 로고
    • Characterizing spatial patterns of phenology in cropland of china based on remotely sensed data
    • Wu, W.-B.; Yang, P.; Tang, H.-J.; Zhou, Q.-B.; Chen, Z.-X.; Shibasaki, R. Characterizing spatial patterns of phenology in cropland of china based on remotely sensed data. Agric. Sci. China 2010, 9, 101-112
    • (2010) Agric. Sci. China , vol.9 , pp. 101-112
    • Wu, W.-B.1    Yang, P.2    Tang, H.-J.3    Zhou, Q.-B.4    Chen, Z.-X.5    Shibasaki, R.6
  • 32
    • 85018195485 scopus 로고    scopus 로고
    • Phenology from landsat when data is scarce: Using modis and dynamic time-warping to combine multi-year landsat imagery to derive annual phenology curves
    • Baumann, M.; Ozdogan, M.; Richardson, A.D.; Radeloff, V.C. Phenology from landsat when data is scarce: Using modis and dynamic time-warping to combine multi-year landsat imagery to derive annual phenology curves. Int. J. Appl. Earth Obs. Geoinf. 2017, 54, 72-83
    • (2017) Int. J. Appl. Earth Obs. Geoinf , vol.54 , pp. 72-83
    • Baumann, M.1    Ozdogan, M.2    Richardson, A.D.3    Radeloff, V.C.4
  • 33
    • 84968877177 scopus 로고    scopus 로고
    • Incorporating plant phenological trajectory in exotic saltcedar detection with monthly time series of landsat imagery
    • Diao, C.;Wang, L. Incorporating plant phenological trajectory in exotic saltcedar detection with monthly time series of landsat imagery. Remote Sens. Environ. 2016, 182, 60-71
    • (2016) Remote Sens. Environ , vol.182 , pp. 60-71
    • Diao, C.1    Wang, L.2
  • 35
    • 0035740632 scopus 로고    scopus 로고
    • Land-surface phenologies from AVHRR using the discrete fourier transform
    • Moody, A.; Johnson, D.M. Land-surface phenologies from AVHRR using the discrete fourier transform. Remote Sens. Environ. 2001, 75, 305-323
    • (2001) Remote Sens. Environ , vol.75 , pp. 305-323
    • Moody, A.1    Johnson, D.M.2
  • 36
    • 5144233854 scopus 로고    scopus 로고
    • Timesat-A program for analyzing time-series of satellite sensor data
    • Jönsson, P.; Eklundh, L. Timesat-A program for analyzing time-series of satellite sensor data. Comput. Geosci. 2004, 30, 833-845
    • (2004) Comput. Geosci , vol.30 , pp. 833-845
    • Jönsson, P.1    Eklundh, L.2
  • 37
    • 1342267074 scopus 로고    scopus 로고
    • Mapping crop key phenological stages in the north China plain using NOAA time series images
    • Xin, J.; Yu, Z.; Leeuwen, L.V.; Driessen, P.M. Mapping crop key phenological stages in the north China plain using NOAA time series images. Int. J. Appl. Earth Obs. Geoinf. 2002, 4, 109-117
    • (2002) Int. J. Appl. Earth Obs. Geoinf , vol.4 , pp. 109-117
    • Xin, J.1    Yu, Z.2    Leeuwen, L.V.3    Driessen, P.M.4
  • 38
    • 33645471665 scopus 로고    scopus 로고
    • Variations in satellite-derived phenology in China's temperate vegetation
    • Piao, S.; Fang, J.; Zhou, L.; Ciais, P.; Zhu, B. Variations in satellite-derived phenology in China's temperate vegetation. Glob. Chang. Biol. 2006, 12, 672-685
    • (2006) Glob. Chang. Biol , vol.12 , pp. 672-685
    • Piao, S.1    Fang, J.2    Zhou, L.3    Ciais, P.4    Zhu, B.5
  • 39
    • 78650870281 scopus 로고    scopus 로고
    • Analysis of monotonic greening and browning trends from global NDVI time-series
    • De Jong, R.; de Bruin, S.; de Wit, A.; Schaepman, M.E.; Dent, D.L. Analysis of monotonic greening and browning trends from global NDVI time-series. Remote Sens. Environ. 2011, 115, 692-702
    • (2011) Remote Sens. Environ , vol.115 , pp. 692-702
    • De Jong, R.1    de Bruin, S.2    de Wit, A.3    Schaepman, M.E.4    Dent, D.L.5
  • 40
    • 8344267535 scopus 로고    scopus 로고
    • Trend analysis of the Pathfinder AVHRR Land (PAL) NDVI data for the deserts of central Asia
    • De Beurs, K.M.; Henebry, G.M. Trend analysis of the Pathfinder AVHRR Land (PAL) NDVI data for the deserts of central Asia. IEEE Geosci. Remote Sens. Lett. 2004, 1, 282-286
    • (2004) IEEE Geosci. Remote Sens. Lett , vol.1 , pp. 282-286
    • De Beurs, K.M.1    Henebry, G.M.2
  • 42
    • 83455195642 scopus 로고    scopus 로고
    • Object-based cloud and cloud shadow detection in Landsat imagery
    • Zhu, Z.; Woodcock, C.E. Object-based cloud and cloud shadow detection in Landsat imagery. Remote Sens. Environ. 2012, 118, 83-94
    • (2012) Remote Sens. Environ , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2
  • 43
    • 0036699946 scopus 로고    scopus 로고
    • Seasonality extraction by function fitting to time-series of satellite sensor data
    • Jönsson, P.; Eklundh, L. Seasonality extraction by function fitting to time-series of satellite sensor data. IEEE Trans. Geosci. Remote Sens. 2002, 40, 1824-1832
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , pp. 1824-1832
    • Jönsson, P.1    Eklundh, L.2
  • 44
    • 84920050329 scopus 로고    scopus 로고
    • Spatio-temporal statistical methods for modelling land surface phenology
    • Hudson, I.L., Keatley, M.R., Eds.; Springer: Berlin/Heidelberg, Germany
    • De Beurs, K.M.; Henebry, G.M. Spatio-temporal statistical methods for modelling land surface phenology. In Phenological Research; Hudson, I.L., Keatley, M.R., Eds.; Springer: Berlin/Heidelberg, Germany, 2010
    • (2010) Phenological Research
    • De Beurs, K.M.1    Henebry, G.M.2
  • 45
    • 84860508869 scopus 로고    scopus 로고
    • Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology
    • Atkinson, P.M.; Jeganathan, C.; Dash, J.; Atzberger, C. Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology. Remote Sens. Environ. 2012, 123, 400-417
    • (2012) Remote Sens. Environ , vol.123 , pp. 400-417
    • Atkinson, P.M.1    Jeganathan, C.2    Dash, J.3    Atzberger, C.4
  • 46
    • 79953215752 scopus 로고    scopus 로고
    • A Nonlinear Harmonic Model for Fitting Satellite Image Time Series: Analysis and Prediction of Land Cover Dynamics
    • Carrão, H.; Gonçalves, P.; Caetano, M. A Nonlinear Harmonic Model for Fitting Satellite Image Time Series: Analysis and Prediction of Land Cover Dynamics. IEEE Trans. Geosci. Remote Sens. 2010, 48, 1919-1930
    • (2010) IEEE Trans. Geosci. Remote Sens , vol.48 , pp. 1919-1930
    • Carrão, H.1    Gonçalves, P.2    Caetano, M.3
  • 49
    • 2942722782 scopus 로고    scopus 로고
    • Automatic radiometric normalization of multitemporal satellite imagery
    • Canty, M.J.; Nielsen, A.A.; Schmidt, M. Automatic radiometric normalization of multitemporal satellite imagery. Remote Sens. Environ. 2004, 91, 441-451
    • (2004) Remote Sens. Environ , vol.91 , pp. 441-451
    • Canty, M.J.1    Nielsen, A.A.2    Schmidt, M.3


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