Open Access

Application of various approaches of multispectral and radar data fusion for modelling of aboveground forest biomass


Cite

Amarsaikhan, D., Douglas, T. 2004. Data fusion and multisource data classification. International Journal of Remote Sensing, 17, 3529–3539. DOI: 10.1080/0143116031000115111 Amarsaikhan D. Douglas T. 2004 . Data fusion and multisource data classification . International Journal of Remote Sensing , 17 , 3529 3539 . DOI: 10.1080/0143116031000115111 Open DOISearch in Google Scholar

Attarchi, S., Gloaguen, R. 2014. Improving the estimation of above ground biomass using dual polarimetric PALSAR and ETM+ data in the Hyrcanian Mountain Forest (Iran). Remote Sensing, 6, 3693–3715. DOI: 10.3390/rs6053693 Attarchi S. Gloaguen R. 2014 . Improving the estimation of above ground biomass using dual polarimetric PALSAR and ETM+ data in the Hyrcanian Mountain Forest (Iran) . Remote Sensing , 6 , 3693 3715 . DOI: 10.3390/rs6053693 Open DOISearch in Google Scholar

Balzter, H., Luckman, A., Skinner, L., Rowland, C., Dawson, T. 2007. Observations of forest stand top height and mean height from interferometric SAR and LiDAR over a conifer plantation at Thetford Forest, UK. International Journal of Remote Sensing, 28 (6), 1173–1197. Balzter H. Luckman A. Skinner L. Rowland C. Dawson T. 2007 . Observations of forest stand top height and mean height from interferometric SAR and LiDAR over a conifer plantation at Thetford Forest, UK . International Journal of Remote Sensing , 28 ( 6 ), 1173 1197 . Search in Google Scholar

Benediktsson, J.A., Kanellopoulos, I. 1999. Information extraction based on multisensor data fusion and neural networks. In: Information Processing for Remote Sensing (ed.: C.H. Chen). World Scientific, 369–395. DOI: 10.1142/9789812815705_0017 Benediktsson J.A. Kanellopoulos I. 1999 . Information extraction based on multisensor data fusion and neural networks . In: Information Processing for Remote Sensing (ed.: Chen C.H. ). World Scientific , 369 395 . DOI: 10.1142/9789812815705_0017 Open DOISearch in Google Scholar

Cartus, O., Kellndorfer, J., Rombach, M., Walker, W. 2012. Mapping canopy height and growing stock volume using airborne lidar, ALOS PALSAR and Landsat ETM+. Remote Sensing, 4, 3320–3345. DOI: 10.3390/rs4113320 Cartus O. Kellndorfer J. Rombach M. Walker W. 2012 . Mapping canopy height and growing stock volume using airborne lidar, ALOS PALSAR and Landsat ETM+ . Remote Sensing , 4 , 3320 3345 . DOI: 10.3390/rs4113320 Open DOISearch in Google Scholar

Castel, T., Beaudoin, A., Stach, N., Stussi, N., Le Toan, T., Durand, P. 2001. Sensitivity of spaceborne SAR data to forest parameters over sloping terrain. Theory and experiment. International Journal of Remote Sensing, 22, 2351–2376. Castel T. Beaudoin A. Stach N. Stussi N. , Le Toan T. Durand P. 2001 . Sensitivity of spaceborne SAR data to forest parameters over sloping terrain. Theory and experiment . International Journal of Remote Sensing , 22 , 2351 2376 . Search in Google Scholar

Champion, I., Da Costa, J.P., Godineau, A., Villard, L., Dubois-Fernandez, P., Le Toan, T. 2013. Canopy structure effect on SAR image texture versus forest biomass relationships. EARSeL eProceedings, 12 (1), 25–32. Champion I. , Da Costa J.P. Godineau A. Villard L. Dubois-Fernandez P. Le Toan T. 2013 . Canopy structure effect on SAR image texture versus forest biomass relationships . EARSeL eProceedings , 12 ( 1 ), 25 32 . Search in Google Scholar

Champion, I., Germain, C., Da Costa, J.P., Alborini, A., Dubois-Fernandez, P. 2014. Retrieval of forest stand age from SAR image texture for varying distance and orientation values of the gray level cooccurrence matrix. IEEE Geoscience and Remote Sensing Letters, 11 (1), 5–9. Champion I. Germain C. , Da Costa J.P. Alborini A. Dubois-Fernandez P. 2014 . Retrieval of forest stand age from SAR image texture for varying distance and orientation values of the gray level cooccurrence matrix . IEEE Geoscience and Remote Sensing Letters , 11 ( 1 ), 5 9 . Search in Google Scholar

Chavez, P.S., Sides, S.C., Anderson, I.A. 1991. Comparison of three different methods to merge multiresolution and multispectral data: Landsat TM and SPOT panchromatic. Photogrammetric Engineering and Remote Sensing, 57 (3), 295–303. Chavez P.S. Sides S.C. Anderson I.A. 1991 . Comparison of three different methods to merge multiresolution and multispectral data: Landsat TM and SPOT panchromatic . Photogrammetric Engineering and Remote Sensing , 57 ( 3 ), 295 303 . Search in Google Scholar

Chibani, Y., Houacine, A. 2002. The joint use of IHS transform and redundant wavelet decomposition for fusing multispectral and panchromatic images. International Journal of Remote Sensing, 23 (18), 3821–3833. Chibani Y. Houacine A. 2002 . The joint use of IHS transform and redundant wavelet decomposition for fusing multispectral and panchromatic images . International Journal of Remote Sensing , 23 ( 18 ), 3821 3833 . Search in Google Scholar

Cortés, L., Hernández, J., Valencia, D., Corvalán, P. 2014. Estimation of above-ground forest biomass using Landsat ETM+, Aster GDEM and Lidar. Forest Research, 3 (2), 117. DOI: 10.4172/2168-9776.1000117 Cortés L. Hernández J. Valencia D. Corvalán P. 2014 . Estimation of above-ground forest biomass using Landsat ETM+, Aster GDEM and Lidar . Forest Research , 3 ( 2 ), 117 . DOI: 10.4172/2168-9776.1000117 Open DOISearch in Google Scholar

Fauvel, M., Chanussot, J., Benediktsson, J.A. 2006. Decision fusion for the classification of urban remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 44, 2828–2838. Fauvel M. Chanussot J. Benediktsson J.A. 2006 . Decision fusion for the classification of urban remote sensing images . IEEE Transactions on Geoscience and Remote Sensing , 44 , 2828 2838 . Search in Google Scholar

Gitelson, A.A., Kaufman, Y.J., Merzlyak, M.N. 1996. Use of a green channel in remote sensing of global vegetation from EOS-MODIS. Remote Sensing of Environment, 58, 289–298. Gitelson A.A. Kaufman Y.J. Merzlyak M.N. 1996 . Use of a green channel in remote sensing of global vegetation from EOS-MODIS . Remote Sensing of Environment , 58 , 289 298 . Search in Google Scholar

Gonzalez-Audicana, M., Saleta, J.L., Catalan, R.G., Garcia, R. 2004. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 42 (6), 1291–1299. Gonzalez-Audicana M. Saleta J.L. Catalan R.G. Garcia R. 2004 . Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition . IEEE Transactions on Geoscience and Remote Sensing , 42 ( 6 ), 1291 1299 . Search in Google Scholar

Groisman, P., Lyalko, V. 2012. Earth systems change over Eastern Europe. PH Akademperiodyka, Kyiv. Groisman P. Lyalko V. 2012 . Earth systems change over Eastern Europe . PH Akademperiodyka , Kyiv . Search in Google Scholar

Hall, R.J., Skakun, R.S., Arsenault, E.J., Case, B.S. 2006. Modeling forest stand structure attributes using Landsat ETM+ data: Application to mapping of aboveground biomass and stand volume. Forest Ecology and Management, 225, 378–390. Hall R.J. Skakun R.S. Arsenault E.J. Case B.S. 2006 . Modeling forest stand structure attributes using Landsat ETM+ data: Application to mapping of aboveground biomass and stand volume . Forest Ecology and Management , 225 , 378 390 . Search in Google Scholar

Hardisky, M.A., Klemas, V., Smart, R.M. 1983. The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora canopies. Photogrammetric Engineering and Remote Sensing, 49, 77–83. Hardisky M.A. Klemas V. Smart R.M. 1983 . The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora canopies . Photogrammetric Engineering and Remote Sensing , 49 , 77 83 . Search in Google Scholar

Hudak, A.T., Lefsky, M.A., Cohen, W.B., Berterretche, M. 2002. Integration of lidar and Landsat ETM+ data for estimating and mapping forest canopy height. Remote Sensing of Environment, 82, 397–416. Hudak A.T. Lefsky M.A. Cohen W.B. Berterretche M. 2002 . Integration of lidar and Landsat ETM+ data for estimating and mapping forest canopy height . Remote Sensing of Environment , 82 , 397 416 . Search in Google Scholar

Huete, A.R. 1988. A soil-adjusted vegetation index (SAVI). Remote Sensing of Environment, 25, 295–309. Huete A.R. 1988 . A soil-adjusted vegetation index (SAVI) . Remote Sensing of Environment , 25 , 295 309 . Search in Google Scholar

Huete, A.R., Liu, H.Q., Batchily, K., Leeuwen, W.J. 1997. A comparison of vegetation indices over a global set of TM images for EOS-MODIS. Remote Sensing of Environment, 59, 440–451. Huete A.R. Liu H.Q. Batchily K. Leeuwen W.J. 1997 . A comparison of vegetation indices over a global set of TM images for EOS-MODIS . Remote Sensing of Environment , 59 , 440 451 . Search in Google Scholar

Hyde, P., Dubayah, R., Walker, W., Blair, J.B., Hofton, M., Hunsaker, C. 2006. Mapping forest structure for wildlife habitat analysis using multi-sensor (LiDAR, SAR/InSAR, ETM+, Quickbird) synergy. Remote Sensing of Environment, 102, 63–73. Hyde P. Dubayah R. Walker W. Blair J.B. Hofton M. Hunsaker C. 2006 . Mapping forest structure for wildlife habitat analysis using multi-sensor (LiDAR, SAR/InSAR, ETM+, Quickbird) synergy . Remote Sensing of Environment , 102 , 63 73 . Search in Google Scholar

Jeon, B., Landgrebe, D. 1999. Decision fusion approach for multitemporal classification. IEEE Transactions on Geoscience and Remote Sensing, 37 (3), 1227–1233. DOI: 10.1109/36.763278 Jeon B. Landgrebe D. 1999 . Decision fusion approach for multitemporal classification . IEEE Transactions on Geoscience and Remote Sensing , 37 ( 3 ), 1227 1233 . DOI: 10.1109/36.763278 Open DOISearch in Google Scholar

Ji, L. et al. 2012. Estimating aboveground biomass in interior Alaska with Landsat data and field measurements. International Journal of Applied Earth Observation and Geoinformation, 18, 451–461. Ji L. 2012 . Estimating aboveground biomass in interior Alaska with Landsat data and field measurements . International Journal of Applied Earth Observation and Geoinformation , 18 , 451 461 . Search in Google Scholar

Jordan, C.F. 1969. Derivation of leaf area index from quality of light in the forest floor. Ecology, 50, 663–666. Jordan C.F. 1969 . Derivation of leaf area index from quality of light in the forest floor . Ecology , 50 , 663 666 . Search in Google Scholar

Kim, C. 2012. Quantataive analysis of relationship between ALOS PALSAR backscatter and forest stand volume. Journal of Marine Science and Technology, 20, 624–628. Kim C. 2012 . Quantataive analysis of relationship between ALOS PALSAR backscatter and forest stand volume . Journal of Marine Science and Technology , 20 , 624 628 . Search in Google Scholar

Lacaux, J.P., Tourre, Y.M., Vignolles, C., Ndione, J.A., Lafaye, M. 2007. Classification of ponds from high-spatial resolution remote sensing: application to Rift Valley Fever epidemics in Senegal. Remote Sensing of Environment, 106, 66–74. Lacaux J.P. Tourre Y.M. Vignolles C. Ndione J.A. Lafaye M. 2007 . Classification of ponds from high-spatial resolution remote sensing: application to Rift Valley Fever epidemics in Senegal . Remote Sensing of Environment , 106 , 66 74 . Search in Google Scholar

Lakyda, P.I. 2002. Forest phytomass in Ukraine. Terno-pil, Zbruch. Lakyda P.I. 2002 . Forest phytomass in Ukraine . Terno-pil , Zbruch . Search in Google Scholar

Lakyda, P.I. 2011. Standards for assessment of aboveground live biomass components of trees of the main forest forming species of Ukraine. Publishing house EKO-inform, Kyiv. Lakyda P.I. 2011 . Standards for assessment of aboveground live biomass components of trees of the main forest forming species of Ukraine . Publishing house EKO-inform , Kyiv . Search in Google Scholar

Lakyda, P.I., Bilous, A.M., Vasylyshyn, R.D., Matushevych, L.M., Makarchuk, Ya.I. 2012. Bioproductivity and energy capability of Ukrainian Polissja broad-leaved forests. Korsun-Schevchenkivs’ky. Lakyda P.I. Bilous A.M. Vasylyshyn R.D. Matushevych L.M. Makarchuk Ya.I. 2012 . Bioproductivity and energy capability of Ukrainian Polissja broad-leaved forests . Korsun-Schevchenkivs’ky . Search in Google Scholar

Lu, D., Mausel, P., Brondízio, E., Moran, E. 2004. Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin. Forest Ecology and Management, 198, 149–167. Lu D. Mausel P. Brondízio E. Moran E. 2004 . Relationships between forest stand parameters and Landsat TM spectral responses in the Brazilian Amazon Basin . Forest Ecology and Management , 198 , 149 167 . Search in Google Scholar

Lu, D., Batistella, M., Moran, E. 2005. Satellite estimation of aboveground biomass and impacts of forest stand structure. Photogrammetric Engineering and Remote Sensing, 71 (8), 967–974. Lu D. Batistella M. Moran E. 2005 . Satellite estimation of aboveground biomass and impacts of forest stand structure . Photogrammetric Engineering and Remote Sensing , 71 ( 8 ), 967 974 . Search in Google Scholar

Neumann, M., Ferro-Famil, L., Reigber, A. 2010. Estimation of forest structure, ground, and canopy layer characteristics from multibaseline polarimetric interferometric SAR data. IEEE Transactions on Geoscience and Remote Sensing, 48 (3), 1086–1104. Neumann M. Ferro-Famil L. Reigber A. 2010 . Estimation of forest structure, ground, and canopy layer characteristics from multibaseline polarimetric interferometric SAR data . IEEE Transactions on Geoscience and Remote Sensing , 48 ( 3 ), 1086 1104 . Search in Google Scholar

Pajares, G., Cruz, J. 2004. A wavelet-based image fusion tutorial. Pattern Recognition, 37, 1855–1872. Pajares G. Cruz J. 2004 . A wavelet-based image fusion tutorial . Pattern Recognition , 37 , 1855 1872 . Search in Google Scholar

Pohl, C., van Genderen, J.L. 1998. Multisensor image fusion in remote sensing: concepts, methods and applications. International Journal of Remote Sensing, 19 (5), 823–854. Pohl C. , van Genderen J.L. 1998 . Multisensor image fusion in remote sensing: concepts, methods and applications . International Journal of Remote Sensing , 19 ( 5 ), 823 854 . Search in Google Scholar

Pohl, C., Van Genderen, J. 2016. Remote sensing image fusion: A practical guide. CRC Press, Boca Raton, FL, USA. Pohl C. , Van Genderen J. 2016 . Remote sensing image fusion: A practical guide . CRC Press , Boca Raton, FL, USA . Search in Google Scholar

Pulliainen, J.T., Heiska, K., Hyyppä, J., Hallikainen, M.T. 1994. Backscattering properties of boreal forests at the C-and X-bands. IEEE Transactions on Geoscience and Remote Sensing, 32, 1041–1050. Pulliainen J.T. Heiska K. Hyyppä J. Hallikainen M.T. 1994 . Backscattering properties of boreal forests at the C-and X-bands . IEEE Transactions on Geoscience and Remote Sensing , 32 , 1041 1050 . Search in Google Scholar

Rouse, J.W., Haas, R.H., Shell, J.A., Deering, D.W. 1974. Monitoring vegetation systems in the Great Plains with ERTS. In: Third Earth Resources Technology Satellite-1 Symposium. NASA Scientific and Technical Information Office, Washington, DC, 309–317. Rouse J.W. Haas R.H. Shell J.A. Deering D.W. 1974 . Monitoring vegetation systems in the Great Plains with ERTS . In: Third Earth Resources Technology Satellite-1 Symposium . NASA Scientific and Technical Information Office , Washington, DC , 309 317 . Search in Google Scholar

Santoro, M., Askne, J., Smith, G., Fransson, J.E.S. 2002. Stem volume retrieval in boreal forests from ERS-1/2 interferometry. Remote Sensing of Environment, 81, 19–35. Santoro M. Askne J. Smith G. Fransson J.E.S. 2002 . Stem volume retrieval in boreal forests from ERS-1/2 interferometry . Remote Sensing of Environment , 81 , 19 35 . Search in Google Scholar

Santoro, M. et al. 2011. Retrieval of growing stock volume in boreal forest using hyper-temporal series of Envisat ASAR ScanSAR backscatter measurements. Remote Sensing of Environment, 115, 490–507. Santoro M. 2011 . Retrieval of growing stock volume in boreal forest using hyper-temporal series of Envisat ASAR ScanSAR backscatter measurements . Remote Sensing of Environment , 115 , 490 507 . Search in Google Scholar

Santoro M. et al. 2013. Estimates of forest growing stock volume for Sweden, Central Siberia, and Québec using envisat advanced synthetic aperture radar backscatter data. Remote Sensing, 5, 4503–4532. DOI: 10.3390/rs5094503 Santoro M. 2013 . Estimates of forest growing stock volume for Sweden, Central Siberia, and Québec using envisat advanced synthetic aperture radar backscatter data . Remote Sensing , 5 , 4503 4532 . DOI: 10.3390/rs5094503 Open DOISearch in Google Scholar

Schepaschenko, D. et al. 2014. Towards a global biomass baseline map for the year 2000 to meet REDD(plus) policy requirements. Presentation, XXIV IUFRO Congress, 5–11 October 2014, Salt Lake City, USA. Schepaschenko D. 2014 . Towards a global biomass baseline map for the year 2000 to meet REDD(plus) policy requirements . Presentation, XXIV IUFRO Congress, 5–11 October 2014, Salt Lake City, USA . Search in Google Scholar

Schowengerdt, R.A. 1980. Reconstruction of multispatial, multispectral image data using spatial frequency content. Photogrammetric Engineering and Remote Sensing, 46 (10), 1325–1334. Schowengerdt R.A. 1980 . Reconstruction of multispatial, multispectral image data using spatial frequency content . Photogrammetric Engineering and Remote Sensing , 46 ( 10 ), 1325 1334 . Search in Google Scholar

Schowengerdt, R.A. 2007a. Spatial transforms. In: Remote Sensing, 3rd edition (ed. R.A. Schowengerdt). Academic Press, Burlington. Schowengerdt R.A. 2007a . Spatial transforms . In: Remote Sensing , 3rd edition (ed. Schowengerdt R.A. ). Academic Press , Burlington . Search in Google Scholar

Schowengerdt, R.A. 2007b. Image registration and fusion. In: Remote Sensing, 3rd edition (ed. R.A. Schowengerdt). Academic Press, Burlington. Schowengerdt R.A. 2007b . Image registration and fusion . In: Remote Sensing , 3rd edition (ed. Schowengerdt R.A. ). Academic Press , Burlington . Search in Google Scholar

Shimada, M., Isoguchi, O., Tadono, T., Isono, K. 2009. PALSAR radiometric and geometric calibration. IEEE Transactions on Geoscience and Remote Sensing, 47, 3915–3932. Shimada M. Isoguchi O. Tadono T. Isono K. 2009 . PALSAR radiometric and geometric calibration . IEEE Transactions on Geoscience and Remote Sensing , 47 , 3915 3932 . Search in Google Scholar

Shvidenko, A., Lakyda, P., Schepaschenko, D., Vasylyshyn, R., Marchuk, Yu. 2014. Carbon, climate, and land-use in Ukraine: Forest sector: A monograph. National University of Life and Environmental Sciences of Ukraine, Korsun-Shevchenkivskyi. Shvidenko A. Lakyda P. Schepaschenko D. Vasylyshyn R. Marchuk Yu. 2014 . Carbon, climate, and land-use in Ukraine: Forest sector: A monograph . National University of Life and Environmental Sciences of Ukraine , Korsun-Shevchenkivskyi . Search in Google Scholar

Shvidenko, A. 2003. Current problems of Russian forest mensuration. Methodology and modeling. Forest Inventory and Planning, 1 (31), 41–51. Shvidenko A. 2003 . Current problems of Russian forest mensuration. Methodology and modeling . Forest Inventory and Planning , 1 ( 31 ), 41 51 . Search in Google Scholar

Shvidenko, A., Schepaschenko, D., Nilsson, S., Bouloui, Y. 2007. Semi-empirical models for assessing biological productivity of Northern Eurasian forests. Ecological Modelling, 204, 163–179. Shvidenko A. Schepaschenko D. Nilsson S. Bouloui Y. 2007 . Semi-empirical models for assessing biological productivity of Northern Eurasian forests . Ecological Modelling , 204 , 163 179 . Search in Google Scholar

Shvidenko, A.Z., Savich, Yu.N., Strochinsky, A.A., Poljakov, V.K., Kannunikov, N.E. 1987. Standard and reference materials for forest inventory and planning in Ukraine and Moldavia. Ministry of Forest Management of the Ukrainian SSR, Kiev. Shvidenko A.Z. Savich Yu.N. Strochinsky A.A. Poljakov V.K. Kannunikov N.E. 1987 . Standard and reference materials for forest inventory and planning in Ukraine and Moldavia . Ministry of Forest Management of the Ukrainian SSR , Kiev . Search in Google Scholar

Shvidenko, A.Z., Schepaschenko, D.G., Nilsson, S., Bouloui, Yu.I. 2003. System of models of growth and dynamics of productivity of forests of Russia (yield tables). Forestry and Forest Management, 6, 34–38. Shvidenko A.Z. Schepaschenko D.G. Nilsson S. Bouloui Yu.I. 2003 . System of models of growth and dynamics of productivity of forests of Russia (yield tables) . Forestry and Forest Management , 6 , 34 38 . Search in Google Scholar

Singh, M., Malhi, Y., Bhagwat, S. 2014. Evaluating land use and aboveground biomass dynamics in an oil palm–dominated landscape in Borneo using optical remote sensing. Journal of Applied Remote Sensing, 8. Singh M. Malhi Y. Bhagwat S. 2014 . Evaluating land use and aboveground biomass dynamics in an oil palm–dominated landscape in Borneo using optical remote sensing . Journal of Applied Remote Sensing , 8 . Search in Google Scholar

Solberg, A.H.S., Taxt, T., Jain, A.K. 1996. A Markov random field model for classification of multisource satellite imagery. IEEE Transactions on Geoscience and Remote Sensing, 34 (1), 100–112. DOI: 10.1109/36.481897 Solberg A.H.S. Taxt T. Jain A.K. 1996 . A Markov random field model for classification of multisource satellite imagery . IEEE Transactions on Geoscience and Remote Sensing , 34 ( 1 ), 100 112 . DOI: 10.1109/36.481897 Open DOISearch in Google Scholar

Song C. 2013. Optical remote sensing of forest leaf area index and biomass. Progress in Physical Geography, 37, 98. DOI: 10.1177/0309133312471367 Song C. 2013 . Optical remote sensing of forest leaf area index and biomass . Progress in Physical Geography , 37 , 98 . DOI: 10.1177/0309133312471367 Open DOISearch in Google Scholar

Stankevich, S.A., Kozlova, A.A., Piestova, I.O., Lubskyi, M.S. 2017. Leaf area index estimation of forest using Sentinel-1 C-band SAR data. In: Proceedings of the 5th Microwaves, Radar and Remote Sensing Symposium (MRRS 2017), 29–31 August 2017, Kiev, Ukraine, 253–256. DOI: 10.1109/MRRS.2017.8075075 Stankevich S.A. Kozlova A.A. Piestova I.O. Lubskyi M.S. 2017 . Leaf area index estimation of forest using Sentinel-1 C-band SAR data . In: Proceedings of the 5th Microwaves, Radar and Remote Sensing Symposium (MRRS 2017), 29–31 August 2017, Kiev, Ukraine , 253 256 . DOI: 10.1109/MRRS.2017.8075075 Open DOISearch in Google Scholar

Steininger, M.K. 2000. Satellite estimation of tropical secondary forest above-ground biomass: data from Brazil and Bolivia. International Journal of Remote Sensing, 21 (6/7), 1139–1157. Steininger M.K. 2000 . Satellite estimation of tropical secondary forest above-ground biomass: data from Brazil and Bolivia . International Journal of Remote Sensing , 21 ( 6/7 ), 1139 1157 . Search in Google Scholar

Thiel, C.J., Thiel, C., Schmullius, C. 2009. Operational large-area forest monitoring in Siberia using ALOS PALSAR summer intensities and winter coherence. IEEE Transactions on Geoscience and Remote Sensing, 47, 3993–4000. Thiel C.J. Thiel C. Schmullius C. 2009 . Operational large-area forest monitoring in Siberia using ALOS PALSAR summer intensities and winter coherence . IEEE Transactions on Geoscience and Remote Sensing , 47 , 3993 4000 . Search in Google Scholar

Tucker, C.J. 1979. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of Environment, 8 (2), 127–150. Tucker C.J. 1979 . Red and photographic infrared linear combinations for monitoring vegetation . Remote Sensing of Environment , 8 ( 2 ), 127 150 . Search in Google Scholar

Ulander, L.M. 1996. Radiometric slope correction of synthetic-aperture radar images. IEEE Transactions on Geoscience and Remote Sensing, 34, 1115–1122. Ulander L.M. 1996 . Radiometric slope correction of synthetic-aperture radar images . IEEE Transactions on Geoscience and Remote Sensing , 34 , 1115 1122 . Search in Google Scholar

Waske, B., Benediktsson, J.A. 2007. Fusion of support vector machines for classification of multisensor data. IEEE Transactions on Geoscience and Remote Sensing, 45, 3858–3866. DOI: 10.1109/TGRS.2007.898446 Waske B. Benediktsson J.A. 2007 . Fusion of support vector machines for classification of multisensor data . IEEE Transactions on Geoscience and Remote Sensing , 45 , 3858 3866 . DOI: 10.1109/TGRS.2007.898446 Open DOISearch in Google Scholar

Zhang, J. 2010. Multi-source remote sensing data fusion: status and trends. International Journal of Image and Data Fusion, 1 (1), 5–24. DOI: 10.1080/19479830903561035 Zhang J. 2010 . Multi-source remote sensing data fusion: status and trends . International Journal of Image and Data Fusion , 1 ( 1 ), 5 24 . DOI: 10.1080/19479830903561035 Open DOISearch in Google Scholar

Zhang, J., Yang, J., Zhao, Z., Li, H., Zhang, Y. 2010. Block-regression based fusion of optical and SAR imagery for feature enhancement. International Journal of Remote Sensing, 31 (9), 2325–2345. Zhang J. Yang J. Zhao Z. Li H. Zhang Y. 2010 . Block-regression based fusion of optical and SAR imagery for feature enhancement . International Journal of Remote Sensing , 31 ( 9 ), 2325 2345 . Search in Google Scholar

Zhang, Y., Hong, G. 2005. An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural color IKONOS and QuickBird images. Information Fusion, 6 (3) , 225–234. Zhang Y. Hong G. 2005 . An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural color IKONOS and QuickBird images . Information Fusion , 6 ( 3 ), 225 234 . Search in Google Scholar

eISSN:
2199-5907
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Life Sciences, Plant Science, Medicine, Veterinary Medicine