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Volumn 8, Issue 6, 2016, Pages

An object-based paddy rice classification using multi-spectral data and crop phenology in Assam, Northeast India

Author keywords

Classification; Data fusion; Object based image analysis; Paddy rice; Phenology

Indexed keywords

BIOLOGY; CROPS; DATA FUSION; FOOD SUPPLY; IMAGE ANALYSIS; IMAGE RESOLUTION; SATELLITE IMAGERY;

EID: 84974782807     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8060479     Document Type: Article
Times cited : (62)

References (72)
  • 3
    • 84870494166 scopus 로고    scopus 로고
    • Remote sensing of rice crop areas
    • Kuenzer, C.; Knauer, K. Remote sensing of rice crop areas. Int. J. Remote Sens. 2013, 34, 2101-2139
    • (2013) Int. J. Remote Sens , vol.34 , pp. 2101-2139
    • Kuenzer, C.1    Knauer, K.2
  • 5
    • 79956144041 scopus 로고    scopus 로고
    • Mapping rice planting areas in southern China using the China environment satellite data
    • Chen, J.; Huang, J.; Hu, J. Mapping rice planting areas in southern China using the China environment satellite data. Math. Comput. Model. 2011, 54, 1037-1043
    • (2011) Math. Comput. Model , vol.54 , pp. 1037-1043
    • Chen, J.1    Huang, J.2    Hu, J.3
  • 6
    • 0032004474 scopus 로고    scopus 로고
    • Using NOAA AVHRR and Landsat TM to estimate rice area year-by-year
    • Fang, H.; Wu, B.; Liu, H.; Huang, X. Using NOAA AVHRR and Landsat TM to estimate rice area year-by-year. Int. J. Remote Sens. 1998, 19, 521-525
    • (1998) Int. J. Remote Sens , vol.19 , pp. 521-525
    • Fang, H.1    Wu, B.2    Liu, H.3    Huang, X.4
  • 7
    • 84896308273 scopus 로고    scopus 로고
    • Mapping seasonal rice cropland extent and area in the high cropping intensity environment of Bangladesh using MODIS 500 m data for the year 2010
    • Gumma, M.K.; Thenkabail, P.S.; Maunahan, A.; Islam, S.; Nelson, A. Mapping seasonal rice cropland extent and area in the high cropping intensity environment of Bangladesh using MODIS 500 m data for the year 2010. ISPRS J. Photogramm. Remote Sens. 2014, 91, 98-113
    • (2014) ISPRS J. Photogramm. Remote Sens , vol.91 , pp. 98-113
    • Gumma, M.K.1    Thenkabail, P.S.2    Maunahan, A.3    Islam, S.4    Nelson, A.5
  • 11
    • 84893379199 scopus 로고    scopus 로고
    • A phenology-based classification of time-series MODIS data for rice crop monitoring in Mekong Delta, Vietnam
    • Son, N.-T.; Chen, C.-F.; Chen, C.-R.; Duc, H.-N.; Chang, L.-Y. A phenology-based classification of time-series MODIS data for rice crop monitoring in Mekong Delta, Vietnam. Remote Sens. 2013, 6, 135-156
    • (2013) Remote Sens , vol.6 , pp. 135-156
    • Son, N.-T.1    Chen, C.-F.2    Chen, C.-R.3    Duc, H.-N.4    Chang, L.-Y.5
  • 12
    • 0031923382 scopus 로고    scopus 로고
    • Classification of multi-temporal SPOT-XS satellite data for mapping rice fields on aWest African floodplain
    • Turner, M.D.; Congalton, R.G. Classification of multi-temporal SPOT-XS satellite data for mapping rice fields on aWest African floodplain. Int. J. Remote Sens. 1998, 19, 21-41
    • (1998) Int. J. Remote Sens , vol.19 , pp. 21-41
    • Turner, M.D.1    Congalton, R.G.2
  • 13
    • 84929192160 scopus 로고    scopus 로고
    • Mapping paddy rice planting area in wheat-rice double-cropped areas through integration of Landsat-8 OLI, MODIS, and PALSAR images
    • Wang, J.; Xiao, X.; Qin, Y.; Dong, J.; Zhang, G.; Kou, W.; Jin, C.; Zhou, Y.; Zhang, Y. Mapping paddy rice planting area in wheat-rice double-cropped areas through integration of Landsat-8 OLI, MODIS, and PALSAR images. Sci. Rep. 2015, 5
    • (2015) Sci. Rep , pp. 5
    • Wang, J.1    Xiao, X.2    Qin, Y.3    Dong, J.4    Zhang, G.5    Kou, W.6    Jin, C.7    Zhou, Y.8    Zhang, Y.9
  • 14
    • 84944074017 scopus 로고    scopus 로고
    • Rice fields mapping in fragmented area using multi-temporal HJ-1A/B CCD images
    • Wang, J.; Huang, J.; Zhang, K.; Li, X.; She, B.; Wei, C.; Gao, J.; Song, X. Rice fields mapping in fragmented area using multi-temporal HJ-1A/B CCD images. Remote Sens. 2015, 7, 3467-3488
    • (2015) Remote Sens , vol.7 , pp. 3467-3488
    • Wang, J.1    Huang, J.2    Zhang, K.3    Li, X.4    She, B.5    Wei, C.6    Gao, J.7    Song, X.8
  • 17
    • 29244490029 scopus 로고    scopus 로고
    • Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images
    • Xiao, X.; Boles, S.; Frolking, S.; Li, C.; Babu, J.Y.; Salas, W.; Moore, B. Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images. Remote Sens. Environ. 2006, 100, 95-113
    • (2006) Remote Sens. Environ , vol.100 , pp. 95-113
    • Xiao, X.1    Boles, S.2    Frolking, S.3    Li, C.4    Babu, J.Y.5    Salas, W.6    Moore, B.7
  • 19
    • 81355147255 scopus 로고    scopus 로고
    • Estimation of Southeast Asian rice paddy areas with different ecosystems from moderate-resolution satellite imagery
    • Bridhikitti, A.; Overcamp, T.J. Estimation of Southeast Asian rice paddy areas with different ecosystems from moderate-resolution satellite imagery. Agric. Ecosyst. Environ. 2012, 146, 113-120
    • (2012) Agric. Ecosyst. Environ , vol.146 , pp. 113-120
    • Bridhikitti, A.1    Overcamp, T.J.2
  • 20
    • 77949517615 scopus 로고    scopus 로고
    • An enhanced supervised spatial decision support system of image classification: Consideration on the ancillary information of paddy rice area
    • Wan, S.; Lei, T.C.; Chou, T.-Y. An enhanced supervised spatial decision support system of image classification: Consideration on the ancillary information of paddy rice area. Int. J. Geogr. Inf. Sci. 2010, 24, 623-642
    • (2010) Int. J. Geogr. Inf. Sci , vol.24 , pp. 623-642
    • Wan, S.1    Lei, T.C.2    Chou, T.-Y.3
  • 21
    • 84866877949 scopus 로고    scopus 로고
    • Delineating rice cropping activities from MODIS data using wavelet transform and artificial neural networks in the Lower Mekong countries
    • Chen, C.F.; Chen, C.R.; Son, N.T.; Chang, L.Y. Delineating rice cropping activities from MODIS data using wavelet transform and artificial neural networks in the Lower Mekong countries. Agric. Ecosyst. Environ. 2012, 162, 127-137
    • (2012) Agric. Ecosyst. Environ , vol.162 , pp. 127-137
    • Chen, C.F.1    Chen, C.R.2    Son, N.T.3    Chang, L.Y.4
  • 22
    • 84927723776 scopus 로고    scopus 로고
    • Mapping paddy rice areas based on vegetation phenology and surface moisture conditions
    • Qiu, B.; Li, W.; Tang, Z.; Chen, C.; Qi, W. Mapping paddy rice areas based on vegetation phenology and surface moisture conditions. Ecol. Indic. 2015, 56, 79-86
    • (2015) Ecol. Indic , vol.56 , pp. 79-86
    • Qiu, B.1    Li, W.2    Tang, Z.3    Chen, C.4    Qi, W.5
  • 23
    • 73249139477 scopus 로고    scopus 로고
    • Object based image analysis for remote sensing
    • Blaschke, T. Object based image analysis for remote sensing. ISPRS J. Photogramm. Remote Sens. 2010, 65, 2-16
    • (2010) ISPRS J. Photogramm. Remote Sens , vol.65 , pp. 2-16
    • Blaschke, T.1
  • 24
    • 84908079629 scopus 로고    scopus 로고
    • Effect of red-edge and texture features for object-based paddy rice crop classification using RapidEye multi-spectral satellite image data
    • Kim, H.-O.; Yeom, J.-M. Effect of red-edge and texture features for object-based paddy rice crop classification using RapidEye multi-spectral satellite image data. Int. J. Remote Sens. 2014, 35, 7046-7068
    • (2014) Int. J. Remote Sens , vol.35 , pp. 7046-7068
    • Kim, H.-O.1    Yeom, J.-M.2
  • 25
    • 57649196384 scopus 로고    scopus 로고
    • Towards automated segmentation of forest inventory polygons on high spatial resolution satellite imagery
    • Wulder, M.A.; White, J.C.; Hay, G.J.; Castilla, G. Towards automated segmentation of forest inventory polygons on high spatial resolution satellite imagery. For. Chron. 2008, 84, 221-230
    • (2008) For. Chron , vol.84 , pp. 221-230
    • Wulder, M.A.1    White, J.C.2    Hay, G.J.3    Castilla, G.4
  • 26
    • 81355138692 scopus 로고    scopus 로고
    • Object-based analysis and change detection of major wetland cover types and their classification uncertainty during the low water period at Poyang Lake, China
    • Dronova, I.; Gong, P.; Wang, L. Object-based analysis and change detection of major wetland cover types and their classification uncertainty during the low water period at Poyang Lake, China. Remote Sens. Environ. 2011, 115, 3220-3236
    • (2011) Remote Sens. Environ , vol.115 , pp. 3220-3236
    • Dronova, I.1    Gong, P.2    Wang, L.3
  • 27
    • 84874772157 scopus 로고    scopus 로고
    • An object-based approach for mapping shrub and tree cover on grassland habitats by use of LiDAR and CIR orthoimages
    • Hellesen, T.; Matikainen, L. An object-based approach for mapping shrub and tree cover on grassland habitats by use of LiDAR and CIR orthoimages. Remote Sens. 2013, 5, 558-583
    • (2013) Remote Sens , vol.5 , pp. 558-583
    • Hellesen, T.1    Matikainen, L.2
  • 28
    • 84898666719 scopus 로고    scopus 로고
    • Forest mapping through object-based image analysis of multispectral and LiDAR aerial data
    • Machala, M.; Zejdová, L. Forest mapping through object-based image analysis of multispectral and LiDAR aerial data. Eur. J. Remote Sens. 2014, 47, 117-131
    • (2014) Eur. J. Remote Sens , vol.47 , pp. 117-131
    • Machala, M.1    Zejdová, L.2
  • 29
    • 84871920971 scopus 로고    scopus 로고
    • Impact of land fragmentation, farm size, land ownership and crop diversity on profit and efficiency of irrigated farms in India
    • Manjunatha, A.V.; Anik, A.R.; Speelman, S.; Nuppenau, E.A. Impact of land fragmentation, farm size, land ownership and crop diversity on profit and efficiency of irrigated farms in India. Land Use Policy 2013, 31, 397-405
    • (2013) Land Use Policy , vol.31 , pp. 397-405
    • Manjunatha, A.V.1    Anik, A.R.2    Speelman, S.3    Nuppenau, E.A.4
  • 30
    • 77956177720 scopus 로고    scopus 로고
    • An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions
    • Zhu, X.; Chen, J.; Gao, F.; Chen, X.; Masek, J.G. An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions. Remote Sens. Environ. 2010, 114, 2610-2623
    • (2010) Remote Sens. Environ , vol.114 , pp. 2610-2623
    • Zhu, X.1    Chen, J.2    Gao, F.3    Chen, X.4    Masek, J.G.5
  • 31
    • 84875061699 scopus 로고    scopus 로고
    • Long term data fusion for a dense time series analysis with MODIS and Landsat imagery in an Australian Savanna
    • Schmidt, M.; Udelhoven, T.; Gill, T.; Röder, A. Long term data fusion for a dense time series analysis with MODIS and Landsat imagery in an Australian Savanna. J. Appl. Remote Sens. 2012, 6
    • (2012) J. Appl. Remote Sens , pp. 6
    • Schmidt, M.1    Udelhoven, T.2    Gill, T.3    Röder, A.4
  • 32
    • 0002579616 scopus 로고    scopus 로고
    • The phenology of growth and reproduction in plants
    • Fenner, M. The phenology of growth and reproduction in plants. Perspect. Plant Ecol. Evol. Syst. 1998, 1, 78-91
    • (1998) Perspect. Plant Ecol. Evol. Syst , vol.1 , pp. 78-91
    • Fenner, M.1
  • 33
    • 84897386677 scopus 로고    scopus 로고
    • Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland
    • Esch, T.; Metz, A.; Marconcini, M.; Keil, M. Combined use of multi-seasonal high and medium resolution satellite imagery for parcel-related mapping of cropland and grassland. Int. J. Appl. Earth Obs. Geoinf. 2014, 28, 230-237
    • (2014) Int. J. Appl. Earth Obs. Geoinf , vol.28 , pp. 230-237
    • Esch, T.1    Metz, A.2    Marconcini, M.3    Keil, M.4
  • 34
    • 82055192022 scopus 로고    scopus 로고
    • A phenology-based approach to map crop types in the San Joaquin Valley, California
    • Zhong, L.; Hawkins, T.; Biging, G.; Gong, P. A phenology-based approach to map crop types in the San Joaquin Valley, California. Int. J. Remote Sens. 2011, 32, 7777-7804
    • (2011) Int. J. Remote Sens , vol.32 , pp. 7777-7804
    • Zhong, L.1    Hawkins, T.2    Biging, G.3    Gong, P.4
  • 36
    • 84974810777 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • Data Pool | LP DAAC: NASA Land Data Products and Services. Available online: https://lpdaac.usgs.gov/data_access/data_pool (accessed on 1 March 2016)
  • 37
    • 84880109631 scopus 로고    scopus 로고
    • Crop classification using HJ satellite multispectral data in the North China Plain
    • Jia, K.; Wu, B.; Li, Q. Crop classification using HJ satellite multispectral data in the North China Plain. J. Appl. Remote Sens. 2013, 7
    • (2013) J. Appl. Remote Sens , pp. 7
    • Jia, K.1    Wu, B.2    Li, Q.3
  • 38
    • 84974780750 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • China Resources Satellite Application Center. Available online: http://cresda.com.cn/EN/(accessed on 1 March 2016)
  • 39
    • 84974832114 scopus 로고    scopus 로고
    • (accessed on 2 May 2016)
    • Fast Line-of-Sight Atmospheric Analysis of Hypercubes (FLAASH) (Using ENVI) | Exelis VIS Docs Center. Available online: http://www.harrisgeospatial.com/docs/FLAASH.html (accessed on 2 May 2016)
  • 40
    • 33745719478 scopus 로고    scopus 로고
    • GVG, a crop type proportion sampling instrument
    • Wu, B.; Tian, Y.; Li, Q. GVG, a crop type proportion sampling instrument. J. Remote Sens. 2004, 8, 570-580
    • (2004) J. Remote Sens , vol.8 , pp. 570-580
    • Wu, B.1    Tian, Y.2    Li, Q.3
  • 41
    • 84864516710 scopus 로고    scopus 로고
    • Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes
    • Wu, B.; Li, Q. Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes. Int. J. Appl. Earth Obs. Geoinf. 2012, 16, 101-112
    • (2012) Int. J. Appl. Earth Obs. Geoinf , vol.16 , pp. 101-112
    • Wu, B.1    Li, Q.2
  • 42
    • 84974824575 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • Directorate of Economics and Statistics, Assam. Available online: http://ecostatassam.nic.in/(accessed on 1 March 2016)
  • 43
    • 84974816215 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • Welcome to Bhuvan | ISRO's Geoportal | Gateway to Indian Earth Observation. Available online: http://bhuvan.nrsc.gov.in/bhuvan_links.php (accessed on 1 March 2016)
  • 44
    • 84974789404 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • Welcome to the QGIS Project! Available online: http://qgis.org/en/site/(accessed on 1 March 2016)
    • (2016)
  • 45
    • 2942739366 scopus 로고    scopus 로고
    • A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter
    • Chen, J.; Jönsson, P.; Tamura, M.; Gu, Z.; Matsushita, B.; Eklundh, L. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sens. Environ. 2004, 91, 332-344
    • (2004) Remote Sens. Environ , vol.91 , pp. 332-344
    • Chen, J.1    Jönsson, P.2    Tamura, M.3    Gu, Z.4    Matsushita, B.5    Eklundh, L.6
  • 46
    • 84923608088 scopus 로고    scopus 로고
    • Blending Landsat and MODIS data to generate multispectral indices: A comparison of "Index-then-Blend" and "Blend-then-Index" approaches
    • Jarihani, A.A.; McVicar, T.R.; Van Niel, T.G.; Emelyanova, I.V.; Callow, J.N.; Johansen, K. Blending Landsat and MODIS data to generate multispectral indices: A comparison of "Index-then-Blend" and "Blend-then-Index" approaches. Remote Sens. 2014, 6, 9213-9238
    • (2014) Remote Sens , vol.6 , pp. 9213-9238
    • Jarihani, A.A.1    McVicar, T.R.2    Van Niel, T.G.3    Emelyanova, I.V.4    Callow, J.N.5    Johansen, K.6
  • 48
    • 84861335868 scopus 로고    scopus 로고
    • Object based image analysis and data mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas
    • Vieira, M.A.; Formaggio, A.R.; Rennó, C.D.; Atzberger, C.; Aguiar, D.A.; Mello, M.P. Object based image analysis and data mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas. Remote Sens. Environ. 2012, 123, 553-562
    • (2012) Remote Sens. Environ , vol.123 , pp. 553-562
    • Vieira, M.A.1    Formaggio, A.R.2    Rennó, C.D.3    Atzberger, C.4    Aguiar, D.A.5    Mello, M.P.6
  • 49
    • 0001812168 scopus 로고    scopus 로고
    • Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation
    • Heidelberg, Germany, January
    • Baatz, M.; Schäpe, A. Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation. In Proceedings of the Angewandte Geographische Informationsverarbeitung XII, Heidelberg, Germany, January 2000; pp. 12-23
    • (2000) Proceedings of the Angewandte Geographische Informationsverarbeitung XII , pp. 12-23
    • Baatz, M.1    Schäpe, A.2
  • 50
    • 0030216623 scopus 로고    scopus 로고
    • A survey on evaluation methods for image segmentation
    • Zhang, Y.J. A survey on evaluation methods for image segmentation. Pattern Recognit. 1996, 29, 1335-1346
    • (1996) Pattern Recognit , vol.29 , pp. 1335-1346
    • Zhang, Y.J.1
  • 51
    • 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
  • 52
    • 0036699946 scopus 로고    scopus 로고
    • Seasonality extraction by function fitting to time-series of satellite sensor data
    • Jonsson, 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
    • Jonsson, P.1    Eklundh, L.2
  • 54
    • 0028605014 scopus 로고
    • Methodology for the estimation of terrestrial net primary production from remotely sensed data
    • Ruimy, A.; Saugier, B.; Dedieu, G. Methodology for the estimation of terrestrial net primary production from remotely sensed data. J. Geophys. Res. Atmos. 1994, 99, 5263-5283
    • (1994) J. Geophys. Res. Atmos , vol.99 , pp. 5263-5283
    • Ruimy, A.1    Saugier, B.2    Dedieu, G.3
  • 57
    • 84874778835 scopus 로고    scopus 로고
    • Characterisation of land surface phenology and land cover based on moderate resolution satellite data in cloud prone areas-A novel product for the Mekong Basin
    • Leinenkugel, P.; Kuenzer, C.; Oppelt, N.; Dech, S. Characterisation of land surface phenology and land cover based on moderate resolution satellite data in cloud prone areas-A novel product for the Mekong Basin. Remote Sens. Environ. 2013, 136, 180-198
    • (2013) Remote Sens. Environ , vol.136 , pp. 180-198
    • Leinenkugel, P.1    Kuenzer, C.2    Oppelt, N.3    Dech, S.4
  • 58
    • 84974848705 scopus 로고    scopus 로고
    • Oxford University Press Canada: Don Mills, ON, Canada
    • Directorate of Economics and Statistics; Govt. of India. Agricultural Statistics at a Glance 2014; Oxford University Press Canada: Don Mills, ON, Canada, 2015
    • (2015)
  • 59
    • 84884688597 scopus 로고    scopus 로고
    • Mapping and evaluation of NDVI trends from synthetic time series obtained by blending Landsat and MODIS data around a coalfield on the Loess Plateau
    • Tian, F.; Wang, Y.; Fensholt, R.; Wang, K.; Zhang, L.; Huang, Y. Mapping and evaluation of NDVI trends from synthetic time series obtained by blending Landsat and MODIS data around a coalfield on the Loess Plateau. Remote Sens. 2013, 5, 4255-4279
    • (2013) Remote Sens , vol.5 , pp. 4255-4279
    • Tian, F.1    Wang, Y.2    Fensholt, R.3    Wang, K.4    Zhang, L.5    Huang, Y.6
  • 60
    • 84899680136 scopus 로고    scopus 로고
    • Land cover classification of finer resolution remote sensing data integrating temporal features from time series coarser resolution data
    • Jia, K.; Liang, S.; Zhang, N.; Wei, X.; Gu, X.; Zhao, X.; Yao, Y.; Xie, X. Land cover classification of finer resolution remote sensing data integrating temporal features from time series coarser resolution data. ISPRS J. Photogramm. Remote Sens. 2014, 93, 49-55
    • (2014) ISPRS J. Photogramm. Remote Sens , vol.93 , pp. 49-55
    • Jia, K.1    Liang, S.2    Zhang, N.3    Wei, X.4    Gu, X.5    Zhao, X.6    Yao, Y.7    Xie, X.8
  • 61
    • 84912086651 scopus 로고    scopus 로고
    • Land cover classification of Landsat data with phenological features extracted from time series MODIS NDVI data
    • Jia, K.; Liang, S.; Wei, X.; Yao, Y.; Su, Y.; Jiang, B.; Wang, X. Land cover classification of Landsat data with phenological features extracted from time series MODIS NDVI data. Remote Sens. 2014, 6, 11518-11532
    • (2014) Remote Sens , vol.6 , pp. 11518-11532
    • Jia, K.1    Liang, S.2    Wei, X.3    Yao, Y.4    Su, Y.5    Jiang, B.6    Wang, X.7
  • 62
    • 84855434548 scopus 로고    scopus 로고
    • Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology
    • Walker, J.J.; De Beurs, K.M.; Wynne, R.H.; Gao, F. Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology. Remote Sens. Environ. 2012, 117, 381-393
    • (2012) Remote Sens. Environ , vol.117 , pp. 381-393
    • Walker, J.J.1    De Beurs, K.M.2    Wynne, R.H.3    Gao, F.4
  • 63
    • 82155170568 scopus 로고    scopus 로고
    • Mapping the irrigated rice cropping patterns of the Mekong delta, Vietnam, through hyper-temporal SPOT NDVI image analysis
    • Nguyen, T.T.H.; De Bie, C.; Ali, A.; Smaling, E.M.A.; Chu, T.H. Mapping the irrigated rice cropping patterns of the Mekong delta, Vietnam, through hyper-temporal SPOT NDVI image analysis. Int. J. Remote Sens. 2012, 33, 415-434
    • (2012) Int. J. Remote Sens , vol.33 , pp. 415-434
    • Nguyen, T.T.H.1    De Bie, C.2    Ali, A.3    Smaling, E.M.A.4    Chu, T.H.5
  • 64
    • 77951237048 scopus 로고    scopus 로고
    • Discriminating different landuse types by using multitemporal NDXI in a rice planting area
    • Pan, X.-Z.; Uchida, S.; Liang, Y.; Hirano, A.; Sun, B. Discriminating different landuse types by using multitemporal NDXI in a rice planting area. Int. J. Remote Sens. 2010, 31, 585-596
    • (2010) Int. J. Remote Sens , vol.31 , pp. 585-596
    • Pan, X.-Z.1    Uchida, S.2    Liang, Y.3    Hirano, A.4    Sun, B.5
  • 65
    • 0034759323 scopus 로고    scopus 로고
    • Comparison of SAR and optical sensor data for monitoring of rice plant around Hiroshima
    • Oguro, Y.; Suga, Y.; Takeuchi, S.; Ogawa, M.; Konishi, T.; Tsuchiya, K. Comparison of SAR and optical sensor data for monitoring of rice plant around Hiroshima. Adv. Space Res. 2001, 28, 195-200
    • (2001) Adv. Space Res , vol.28 , pp. 195-200
    • Oguro, Y.1    Suga, Y.2    Takeuchi, S.3    Ogawa, M.4    Konishi, T.5    Tsuchiya, K.6
  • 66
    • 77449131719 scopus 로고    scopus 로고
    • Mapping paddy rice with multitemporal ALOS/PALSAR imagery in southeast China
    • Zhang, Y.; Wang, C.; Wu, J.; Qi, J.; Salas, W.A. Mapping paddy rice with multitemporal ALOS/PALSAR imagery in southeast China. Int. J. Remote Sens. 2009, 30, 6301-6315
    • (2009) Int. J. Remote Sens , vol.30 , pp. 6301-6315
    • Zhang, Y.1    Wang, C.2    Wu, J.3    Qi, J.4    Salas, W.A.5
  • 68
    • 84928661715 scopus 로고    scopus 로고
    • Mapping paddy rice planting area in cold temperate climate region through analysis of time series Landsat 8 (OLI), Landsat 7 (ETM+) and MODIS imagery
    • Qin, Y.; Xiao, X.; Dong, J.; Zhou, Y.; Zhu, Z.; Zhang, G.; Du, G.; Jin, C.; Kou, W.; Wang, J. Mapping paddy rice planting area in cold temperate climate region through analysis of time series Landsat 8 (OLI), Landsat 7 (ETM+) and MODIS imagery. ISPRS J. Photogramm. Remote Sens. 2015, 105, 220-233
    • (2015) ISPRS J. Photogramm. Remote Sens , vol.105 , pp. 220-233
    • Qin, Y.1    Xiao, X.2    Dong, J.3    Zhou, Y.4    Zhu, Z.5    Zhang, G.6    Du, G.7    Jin, C.8    Kou, W.9    Wang, J.10
  • 70
    • 84937899618 scopus 로고    scopus 로고
    • Mapping Flooded rice paddies using time series of MODIS imagery in the Krishna River Basin, India
    • Teluguntla, P.; Ryu, D.; George, B.; Walker, J.P.; Malano, H.M. Mapping Flooded rice paddies using time series of MODIS imagery in the Krishna River Basin, India. Remote Sens. 2015, 7, 8858-8882
    • (2015) Remote Sens , vol.7 , pp. 8858-8882
    • Teluguntla, P.1    Ryu, D.2    George, B.3    Walker, J.P.4    Malano, H.M.5
  • 71
    • 84961219003 scopus 로고    scopus 로고
    • Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
    • Dong, J.; Xiao, X.; Menarguez, M.A.; Zhang, G.; Qin, Y.; Thau, D.; Biradar, C.; Moore, B. Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine. Remote Sens. Environ. 2016
    • (2016) Remote Sens. Environ
    • Dong, J.1    Xiao, X.2    Menarguez, M.A.3    Zhang, G.4    Qin, Y.5    Thau, D.6    Biradar, C.7    Moore, B.8
  • 72
    • 0035892377 scopus 로고    scopus 로고
    • Cloud cover in Landsat observations of the Brazilian Amazon
    • Asner, G.P. Cloud cover in Landsat observations of the Brazilian Amazon. Int. J. Remote Sens. 2001, 22, 3855-3862
    • (2001) Int. J. Remote Sens , vol.22 , pp. 3855-3862
    • Asner, G.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.