Assessing integration of intensity, polarimetric scattering, interferometric coherence and spatial texture metrics in PALSAR-derived land cover classification
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Almeida-Filho, 2009, Using dual-polarized ALOS PALSAR data for detecting new fronts of deforestation in the Brazilian Amazonia, Int. J. Remote Sens., 30, 3735, 10.1080/01431160902777175
Askne, 2003, Multitemporal repeat-pass SAR interferometry of boreal forests, IEEE Trans. Geosci. Remote Sens., 41, 1540, 10.1109/TGRS.2003.813397
Baghdadi, 2009, Potential of SAR sensors TerraSAR-X, ASAR/ENVISAT and PALSAR/ALOS for monitoring sugarcane crops on reunion island, Remote Sens. Environ., 113, 1724, 10.1016/j.rse.2009.04.005
Bamler, 1998, Synthetic aperture radar interferometry, Inverse Prob., 14, 1, 10.1088/0266-5611/14/4/001
Baraldi, 1995, An investigation of the textural characteristic associated with gray level cooccurrence matrix statistical parameters, IEEE Trans. Geosci. Remote Sens., 33, 293, 10.1109/36.377929
Barber, 1991, SAR sea ice discrimination using texture statistics: a multivariate approach, Photogram. Eng. Remote Sens., 57, 385
Blaes, 2003, Retrieving crop parameters based on tandem ERS 1/2 interferometric coherence images, Remote Sens. Environ., 88, 374, 10.1016/j.rse.2003.08.008
Breiman, 2001, Random forests, Mach. Learn., 45, 5, 10.1023/A:1010933404324
Clausi, 2002, An analysis of co-occurrence texture statistics as a function of grey level quantization, Can. J. Remote Sens., 28, 45, 10.5589/m02-004
Cloude, S.R., 2007. The dual polarization entropy/alpha decomposition: a PALSAR case study. In: Proceedings of the 3rd International Workshop on Science and Applications of SAR Polarimetry and Polarimetric Interferometry, Frascati, Italy, January 22–26, CD-ROM. European Space Agency, Noordwijk, Netherlands, p. 6.
Danklmayer, 2009, Assessment of atmospheric propagation effects in SAR images, IEEE Trans. Geosci. Remote Sens., 47, 3507, 10.1109/TGRS.2009.2022271
Dong, 2013, Mapping deciduous rubber plantations through integration of PALSAR and multi-temporal landsat imagery, Remote Sens. Environ., 134, 392, 10.1016/j.rse.2013.03.014
Dong, 2012, Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery, ISPRS J. Photogram. Remote Sens., 74, 20, 10.1016/j.isprsjprs.2012.07.004
Engdahl, 2001, The use of ERS-1/2 tandem interferometric coherence in the estimation of agricultural crop heights, IEEE Trans. Geosci. Remote Sens., 39, 1799, 10.1109/36.942558
Evans, 2010, Using ALOS/PALSAR and RADARSAT-2 to map land cover and seasonal inundation in the Brazilian Pantanal, IEEE J. Select. Top. Appl. Earth Observ. Remote Sens., 3, 560, 10.1109/JSTARS.2010.2089042
Friedl, 2002, Global land cover mapping from MODIS: algorithms and early results, Remote Sens. Environ., 83, 287, 10.1016/S0034-4257(02)00078-0
Fung, 1994
Gislason, 2006, Random forests for land cover classification, Pattern Recogn. Lett., 27, 294, 10.1016/j.patrec.2005.08.011
Guo, 2011, Relevance of airborne lidar and multispectral image data for urban scene classification using random forests, ISPRS J. Photogram. Remote Sens., 66, 56, 10.1016/j.isprsjprs.2010.08.007
Ham, 2005, Investigation of the random forest framework for classification of hyperspectral data, IEEE Trans. Geosci. Remote Sens., 43, 492, 10.1109/TGRS.2004.842481
Hansen, 2000, Global land cover classification at 1 km spatial resolution using a classification tree approach, Int. J. Remote Sens., 21, 1331, 10.1080/014311600210209
Hanssen, 2001
Haralick, 1973, Textural features for image classification, IEEE Trans. Syst. Man Cyber., 3, 610, 10.1109/TSMC.1973.4309314
He, 2012, Forest stand biomass estimation using ALOS PALSAR data based on LiDAR-derived prior knowledge in the Qilian mountain, Western China, Int. J. Remote Sens., 33, 710, 10.1080/01431161.2011.577829
Homer, 2004, Development of a 2001 national land-cover database for the United States, Photogram. Eng. Remote Sens., 70, 829, 10.14358/PERS.70.7.829
Homer, 2007, Completion of the 2001 national land cover database for the conterminous United States, Photogram. Eng. Remote Sens., 73, 337
Hoen, 2000, Penetration depths inferred from interferometric volume decorrelation observed over the greenland ice sheet, IEEE Trans. Geosci. Remote Sens., 38, 2571, 10.1109/36.885204
Hyyppa, 2000, Accuracy comparison of various remote sensing data sources in the retrieval of forest stand attributes, For. Ecol. Manage., 128, 109, 10.1016/S0378-1127(99)00278-9
JAXA (Japan Aerospace Exploration Agency), 2014. Advanced Land Observing Satellite-2 “DAICHI-2” (ALOS-2), <http://global.jaxa.jp/projects/sat/alos2/index.html> (accessed 02.08.14).
Joyce, 2009, Remote sensing data types and techniques for lahar path detection: a case study at Mt Ruapehu, New Zealand, Remote Sens. Environ., 113, 1778, 10.1016/j.rse.2009.04.001
Koskinen, 2001, The seasonal behavior of interferometric coherence in boreal forest, IEEE Trans. Geosci. Remote Sens., 39, 820, 10.1109/36.917903
Kuplich, 2005, Relating SAR image texture to the biomass of regenerating tropical forest, Int. J. Remote Sens., 26, 4829, 10.1080/01431160500239107
Lawrence, 2006, Mapping invasive plants using hyperspectral imagery and breiman cutler classifications (RandomForest), Remote Sens. Environ., 100, 356, 10.1016/j.rse.2005.10.014
Le Toan, 1992, Relating forest biomass to SAR data, IEEE Trans. Geosci. Remote Sens., 30, 403, 10.1109/36.134089
Longepe, 2011, Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines, IEEE Trans. Geosci. Remote Sens., 49, 2135, 10.1109/TGRS.2010.2102041
Lonnqvist, 2010, Polarimetric SAR data in land cover mapping in boreal zone, IEEE Trans. Geosci. Remote Sens., 48, 3652, 10.1109/TGRS.2010.2048115
Lopes, 1990, Adaptive speckle filters and scene heterogeneity, IEEE Trans. Geosci. Remote Sens., 28, 992, 10.1109/36.62623
Lopez-Sanchez, 2011, First results of rice monitoring practices in Spain by means of time series of TerraSAR-X Dual-Pol images, IEEE J. Selec. Top. Appl. Earth Observ. Remote Sens., 4, 412, 10.1109/JSTARS.2010.2047634
Lopez-Sanchez, 2012, Rice phenology monitoring by means of SAR polarimetry at X-band, IEEE Trans. Geosci. Remote Sens., 50, 2695, 10.1109/TGRS.2011.2176740
Martinuzzi, 2009, Mapping snags and understory shrubs for a LiDAR-based assessment of wildlife habitat suitability, Remote Sens. Environ., 113, 2533, 10.1016/j.rse.2009.07.002
McNairn, 2009, The contribution of ALOS PALSAR multipolarization and polarimetric data to crop classification, IEEE Trans. Geosci. Remote Sens., 47, 3981, 10.1109/TGRS.2009.2026052
Meyer, 2011, Mapping arctic landfast ice extent using L-band synthetic aperture radar interferometry, Remote Sens. Environ., 115, 3029, 10.1016/j.rse.2011.06.006
Miettinen, 2011, Separability of insular Southeast Asian woody plantation species in the 50 m resolution ALOS PALSAR mosaic product, Remote Sens. Lett., 2, 299, 10.1080/01431161.2010.520345
Olofsson, 2014, Good practices for estimating area and assessing accuracy of land change, Remote Sens. Environ., 148, 42, 10.1016/j.rse.2014.02.015
Pal, 2005, Random forest classifier for remote sensing classification, Int. J. Remote Sens., 26, 217, 10.1080/01431160412331269698
Pal, 2003, An assessment of the effectiveness of decision tree methods for land cover classification, Remote Sens. Environ., 86, 554, 10.1016/S0034-4257(03)00132-9
Pohl, 1998, Multisensor image fusion in remote sensing: concepts, methods and applications, Int. J. Remote Sens., 19, 823, 10.1080/014311698215748
Pottier, E., Ferro-Famil, L., Allain, S., Cloude, S.R., Hajnsek, I., Papathanassiou, K., Moreira, A., Williams, M., Minchella, A., Lavalle, M., Desnos, Y.-L., 2009. Overview of the PolSARpro V4.0 software: the open source toolbox for polarimetric and interferometric polarimetric SAR data processing. In: Proceedings of 2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town, South Africa, July 12–17, vol. 4, pp. 936–939.
Pulliainen, 2003, Feasibility of multi-temporal interferometric SAR data for stand-level estimation of boreal forest stem volume, Remote Sens. Environ., 85, 397, 10.1016/S0034-4257(03)00016-6
Qi, 2012, A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data, Remote Sens. Environ., 118, 21, 10.1016/j.rse.2011.11.001
Rauste, 2005, Multi-temporal JERS SAR data in boreal forest biomass mapping, Remote Sens. Environ., 97, 263, 10.1016/j.rse.2005.05.002
Richards, 1999
Rignot, 2001, Penetration depth of interferometric synthetic-aperture radar signals in snow and ice, Geophys. Res. Lett., 28, 3501, 10.1029/2000GL012484
Rosenqvist, 2007, ALOS PALSAR: a pathfinder mission for global-scale monitoring of the environment, IEEE Trans. Geosci. Remote Sens., 45, 3307, 10.1109/TGRS.2007.901027
Santoro, 2002, Stem volume retrieval in boreal forests from ERS-1/2 interferometry, Remote Sens. Environ., 81, 19, 10.1016/S0034-4257(01)00329-7
Santoro, 2010, Clear-cut detection in swedish boreal forest using multi-temporal ALOS PALSAR backscatter data, IEEE J. Selec. Top. Appl. Earth Observ. Remote Sens., 3, 618, 10.1109/JSTARS.2010.2048201
Santoro, 2009, Signatures of ALOS PALSAR L-band Backscatter in Swedish Forest, IEEE Trans. Geosci. Remote Sens., 47, 4001, 10.1109/TGRS.2009.2023906
Santoro, 2006, Assessment of stand-wise stem volume retrieval in boreal forest from JERS-1 L-band SAR backscatter, Int. J. Remote Sens., 27, 3425, 10.1080/01431160600646037
Seymour, M.S., Cumming, I.G., 1994. Maximum likelihood estimation for SAR interferometry. In: Proceedings of the 1994 IEEE International Geosciences and Remote Sensing Symposium, Pasadena, CA, August 8–12, vol. 4, pp. 2272–2275.
Shimada, 2009, PALSAR radiometric and geometric calibration, IEEE Trans. Geosci. Remote Sens., 47, 3915, 10.1109/TGRS.2009.2023909
Simard, 2000, The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest, IEEE Trans. Geosci. Remote Sens., 38, 2310, 10.1109/36.868888
Smith, 2001, Clear-CUT DETECTION USING ERS interferometry, Int. J. Remote Sens., 22, 3651, 10.1080/01431160110040477
Soh, 1999, Texture analysis of SAR sea ice imagery using gray level co-occurrence matrices, IEEE Trans. Geosci. Remote Sens., 37, 780, 10.1109/36.752194
Stehman, 2000, Practical implications of design-based sampling inference for thematic map accuracy assessment, Remote Sens. Environ., 72, 35, 10.1016/S0034-4257(99)00090-5
Stehman, 2006, Design, analysis, and inference for studies comparing thematic accuracy of classified remotely sensed data: a special case of map comparison, J. Geogr. Syst., 8, 209, 10.1007/s10109-006-0022-0
Stehman, 2014, Estimating area and map accuracy for stratified random sampling when the strata are different from the map classes, Int. J. Remote Sens., 35, 4923, 10.1080/01431161.2014.930207
Stehman, 2009, Accuracy assessment, 297
Stehman, 1998, Design and analysis for thematic map accuracy assessment: fundamental principles, Remote Sens. Environ., 64, 331, 10.1016/S0034-4257(98)00010-8
Story, 1986, Accuracy assessment: a user’s perspective, Photogram. Eng. Remote Sens., 52, 397
Sun, 2011, Forest biomass mapping from lidar and radar synergies, Remote Sens. Environ., 115, 2906, 10.1016/j.rse.2011.03.021
Tanase, 2010, Properties of X-, C- and L-band repeat-pass interferometric SAR coherence in mediterranean pine forests affected by fires, Remote Sens. Environ., 114, 2182, 10.1016/j.rse.2010.04.021
Tanase, 2011, Sensitivity of SAR data to post-fire forest regrowth in mediterranean and boreal forests, Remote Sens. Environ., 115, 2075, 10.1016/j.rse.2011.04.009
Thiel, 2009, Operational large-area forest monitoring in siberia using ALOS PALSAR summer intensities and winter coherence, IEEE Trans. Geosci. Remote Sens., 47, 3993, 10.1109/TGRS.2009.2021469
Thiel, 2013, Investigating ALOS PALSAR interferometric coherence in central Siberia at unfrozen and frozen conditions: implications for forest growing stock volume estimation, Can. J. Remote Sens., 39, 232, 10.5589/m13-031
Timm, 2012, Fine-scale remotely-sensed cover mapping of coastal dune and salt marsh ecosystems at cape cod national seashore using random forests, Remote Sens. Environ., 127, 106, 10.1016/j.rse.2012.08.033
Torbick, 2011, Monitoring rice agriculture in the sacramento valley, USA with multitemporal PALSAR and MODIS imagery, IEEE J. Select. Top. Appl. Earth Observ. Remote Sens., 4, 451, 10.1109/JSTARS.2010.2091493
Ulaby, 1986
van de Wouwer, 1999, Statistical texture characterization from discrete wavelet representations, IEEE Trans. Image Process., 8, 592, 10.1109/83.753747
van der Sanden, 1999, Potential of airborne radar to support the assessment of land cover in a tropical rain forest environment, Remote Sens. Environ., 68, 26, 10.1016/S0034-4257(98)00099-6
Wagner, 2003, Large-scale mapping of boreal forest in SIBERIA using ERS tandem coherence and JERS backscatter data, Remote Sens. Environ., 85, 125, 10.1016/S0034-4257(02)00198-0
Walker, 2010, Large-area classification and mapping of forest and land cover in the Brazilian Amazon: a comparative analysis of ALOS/PALSAR and landsat data sources, IEEE J. Select. Top. Appl. Earth Observ. Remote Sens., 3, 594, 10.1109/JSTARS.2010.2076398
Wang, 2009, Characterizing L-band Scattering of paddy rice in southeast China with radiative transfer model and multitemporal ALOS/PALSAR imagery, IEEE Trans. Geosci. Remote Sens., 47, 988, 10.1109/TGRS.2008.2008309
Wang, 2008, Estuarine shoreline change detection using Japanese ALOS PALSAR HH and JERS-1 L-HH SAR data in the Albemarle-Pamlico Sounds, North Carolina, USA, Int. J. Remote Sens., 29, 4429, 10.1080/01431160801932525
Waske, 2007, Fusion of support vector machines for classification of multisensor data, IEEE Trans. Geosci. Remote Sens., 45, 3858, 10.1109/TGRS.2007.898446
Waske, 2009, Classifier ensembles for land cover mapping using multitemporal SAR imagery, ISPRS J. Photogram. Remote Sens., 64, 450, 10.1016/j.isprsjprs.2009.01.003
Wolter, 2011, Multi-sensor data fusion for estimating forest species composition and abundance in northern minnesota, Remote Sens. Environ., 115, 671, 10.1016/j.rse.2010.10.010
Zebker, 1992, Decorrelation in interferometric radar echoes, IEEE Trans. Geosci. Remote Sens., 30, 950, 10.1109/36.175330
Zhang, 2010, Multi-Path PALSAR interferometric observations of the 2008 magnitude 8.0 Wenchuan earthquake, Int. J. Remote Sens., 31, 3449, 10.1080/01431161003727804
Zhang, 2009, Mapping paddy rice with multitemporal ALOS/PALSAR imagery in Southeast China, Int. J. Remote Sens., 30, 6301, 10.1080/01431160902842391