Micro-detail comparative forest site analysis using high-resolution satellite imagery

Autori

  • Chris J Cieszewski The University of Georgia, USA
  • Roger C Lowe The University of Georgia, USA
  • Pete Bettinger The University of Georgia, USA
  • Arun Kumar The University of Georgia, USA

Parole chiave:

Satellite images, land monitoring, thin walled structure crashing, image analysis, image correlation analysis

Abstract

This study presents comparative analysis of high-resolution satellite imagery taken on different dates around a detected incident of interest. Under an assumption of a micro-detail land monitoring and disturbance detection interests we compared the patterns of image captured disturbances on the analyzed site and leveraged their interpretation with knowledge published on relevant subjects. The incident of interest was the Polish Air Force One TU-154M plane destruction on April 10, 2010. We analyzed the image changes on a micro-detail level, tracked over time and considered with respect to the patterns of destruction and the plane debris size distribution in space, and compared these against information from the broader engineering literature describing destruction patterns of thin walled structures, such as planes and cars. Then, we compared the spatial distribution of the debris between the pictures taken on different dates. In this analysis, we also considered on-ground changes in soil moisture and landscape features between different images.

Biografie autore

  • Chris J Cieszewski, The University of Georgia, USA

    Professor of Forest Biometrics and Growth & Yield Modeling
    Fiber Supply Assessment, WSFNR, UGA

    Editor-in-Chief of Open Forest Science and Mathematical and Computational Forestry & Natural-Resource Sciences (MCFNS);

    Member of five Editorial Boards for international journals and Reviewer for 23 international journals.

    Founder of the Southern Mensurationist Organization and the MCFNS international journal.

    30 years of professional experience including 15 years at the current post.  Author of 120 scientific publicaitons including 40 in ISI journals.  Total about 750 citations.

    Father of four children, and active member of the professional community.

     

  • Roger C Lowe, The University of Georgia, USA
    Computing Professional
  • Pete Bettinger, The University of Georgia, USA

    Professor of O.R.

    Google Scholar

    Citation indices
     AllSince 2008Citations1940900h-index2217i10-index4124 
  • Arun Kumar, The University of Georgia, USA
    Graduate Student

Riferimenti bibliografici

Abramowicz, W. 2003. Thin-walled structures as impact energy absorbers. Thin-Walled Structures. 41: 91–107.

Abramowicz, W. 2004. An alternative formulation of the FE method for arbitrary discrete/continuous models. International Journal of Impact Engineering. 30(8-9): 1081–1098.

Abramowicz, W, Jones, N. 1997. Transition from initial global bending to progressive buckling of tubes loaded statically and dynamically. International Journal of Impact Engineering. 19(5-6): 415–437.

Alcaraz-Segura, D, Cabello, J, Paruelo, JM, Delibes, M. 2008. Trends in the surface vegetation dynamics of the national parks of Spain as observed by satellite sensors. Applied Vegetation Science. 11(4): 431–440.

Asner, GP. 2009. Tropical forest carbon assessment: Integrating satellite and airborne mapping approaches. Environmental Research Letters. 4(3): 034009.

Celik, T, Tjahjadi, T. 2010. Image resolution enhancement using dual-tree complex wavelet transform. IEEE Geoscience and Remote Sensing Letters. 7(3): 554–557.

Chen, HY, Leou, JJ. 2012. Multispectral and multiresolution image fusion using particle swarm optimization. Multimedia Tools and Applications. 60(3): 495–518.

Choi, J, Han, D, Kim, Y. 2012. Context-adaptive pansharpening algorithm for high-resolution satellite imagery. Canadian Journal of Remote Sensing. 38(1): 109–124.

Choi, J, Yeom, J, Chang, A, Byun, Y, Kim, Y. 2013. Hybrid pansharpening algorithm for high spatial resolution satellite imagery to improve spatial quality. IEEE Geoscience and Remote Sensing Letters. 10(3): 490–494.

Cieszewski, CJ, Liu, SB, Lowe, RC, Zasada, M. 2011. Spatially explicit biomass sustainability analysis for bioenergy mill siting in Georgia, USA. The Open Forest Science Journal. 4(1): 2–41.

Cieszewski, CJ, Zasada, M, Borders, BE, Lowe, RC, Zawadzki, J, Clutter, ML, Daniels, RF. 2004. Spatially explicit sustainability analysis of long-term fiber supply in Georgia, USA. Forest Ecology and Management. 187(2-3): 349–359.

CINAA (Committee for Investigation of National Aviation Accidents) KBWL. 2011. Final Report on the examination of the aviation accident no 192/2010/11 involving the Tu-154M airplane, tail number 101, which occurred on April 10th, 2010 in the area of the Smolensk North airfield, Warsaw (In English). Available online at: http://mswia.datacenter-poland.pl/FinalReportTu-154M.pdf. Last accessed on Feb. 12, 2013.

Daliakopoulos, IN, Grillakis, EG, Koutroulis, AG, Tsanis, IK. 2009. Tree crown detection on multispectral VHR satellite imagery. Photogrammetric Engineering and Remote Sensing. 75(10): 1201–1211.

Demirel, H, Anbarjafari, G. 2010. Satellite image resolution enhancement using complex wavelet transform. IEEE Geoscience and Remote Sensing Letters. 7(1): 123–126.

Demirel, H, Anbarjafari, G. 2011. Discrete wavelet transform-based satellite image resolution enhancement. IEEE Transactions on Geoscience and Remote Sensing. 49(6): 1997–2004.

Franke, J, Navratil, P, Keuck, V, Peterson, K, Siegert, F. 2012. Monitoring fire and selective logging activities in tropical peat swamp forests. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5(Special Issue): 1811–1820.

Hanssen, AG, Langseth, M, Hopperstad, OS. 2000. Static and dynamic crushing of square aluminium extrusions with aluminium foam filler. International Journal of Impact Engineering. 24(4): 347–383.

Hu, MG, Wang, JF, Ge, Y. 2009. Super-resolution reconstruction of remote sensing images using multifractal analysis. Sensors. 9(11): 8669–8683.

Interstate Aviation Committee (MAK). 2011a. Final Report on results of investigation of aviation accident involving the Tu-154B-2, tail number RA-85588, airport Surgut, on January 1, 2011. (In Russian).

Interstate Aviation Committee (MAK). 2011b. Final Report on the investigation of air accident of Tu154M registration number 101 of the Republic of Poland. Moscow, 2011. Available online at http://www.mak.ru/russian/investigations/2010/tu-154m 101/finalreport eng.pdf, last accessed on Feb. 11, 2013.

Iqbal, MZ, Ghafoor, A, Siddiqui, AM. 2013. Satellite image resolution enhancement using dual-tree complex wavelet transform and nonlocal means. IEEE Geoscience and Remote Sensing Letters. 10(3): 451–455.

Liu, G, Sun, X, Fu, K, Wang, HQ. 2013. Aircraft recognition in high-resolution satellite images using coarse-to-fine shape prior. IEEE Geoscience and Remote Sensing Letters. 10(3): 573–577.

Liu, S, Cieszewski, CJ. 2009. Impacts of management intensity and harvesting practices on long-term forest resource sustainability in Georgia. Mathematical and Computational Forestry & Natural-Resource Sciences. 1(2): 52–66.

Liu, S, Cieszewski, CJ, Lowe, R, Zasada, M. 2009. Sensitivity analysis on long-term fiber supply simulations in Georgia. Southern Journal of Applied Forestry. 33(2): 81–90.

Lowe, RC, Cieszewski, CJ, Liu, S, Meng, Q, Siry, J, Zasada, M, Zawadzki, J. 2009. Assessment of stream management zones and road beautifying buffers in Georgia based on remote sensing of various ground inventory data. Southern Journal of Applied Forestry. 33(2): 91–100.

Ma, JL, Chan, JCW, Canters, F. 2010. Fully automatic subpixel image registration of multiangle CHRIS/Proba Data. IEEE Transactions on Geoscience and Remote Sensing. 48(7): 2829–2839.

Meng, Q., C.J. Cieszewski. 2006. Spatial clusters and variability analysis of tree mortality. Physical Geography 27(6): 534–553.

Meng, Q, Cieszewski, CJ, Madden, M. 2009a. Large area forest inventory using Landsat ETM plus: A geostatistical approach. ISPRS Journal of Photogrammetry and Remote Sensing. 64: 27–36.

Meng, Q, Cieszewski, C, Strub, M, Borders, BE. 2009b. Spatial regression modeling of tree height-diam relationships. Canadian Journal of Forest Research. 39: 2283–2293.

Meng, Q, Cieszewski, CJ, Madden, M. 2007a. A linear mixed-effects model of biomass and volume of trees using Landsat ETM+ Images. Forest Ecology and Management. 244: 93–101.

Meng, Q, Cieszewski, CJ, Madden, M, Borders, BE. 2007b. K Nearest Neighbor method for forest inventory using remote sensing data. GIScience and Remote Sensing 44: 149–165.

Moller, M, Wittman, T, Bertozzi, AL, Burger, M. 2012. A variational approach for sharpening high dimensional images. Siam Journal on Imaging Sciences. 5(1): 150–178.

Olsson, P-O, Jonsson, AM, Eklundh, L. 2012. A new invasive insect in Sweden - Physokermes inopinatus: Tracing forest damage with satellite based remote sensing. Forest Ecology and Management. 285: 29–37.

Pelletier, J, Codjia, C, Potvin, C. 2012. Traditional shifting agriculture: Tracking forest carbon stock and biodiversity through time in western Panama. Global Change Biology. 18(12): 3581–3595.

Pringle, JK, Ruffell, A, Jervis, JR, Donnelly, L, McKinley, J, Hansen, J, Morgan, R, Pirrie, D, and Harrison, M. 2012. The use of geoscience methods for terrestrial forensic searches. Earth-Sciences Reviews. 114: 108–123.

White, MD, Jones, N, Abramowicz, W. 1999. A theoretical analysis for the quasi-static axial crushing of top-hat and double-hat thin-walled sections. International Journal of Mechanical Sciences. 41: 209–233.

Wierzbicki, T, Abramowicz, W. 1983. On the crushing mechanics of thin walled structures. Journal of Applied Mechanics. 50: 727–734.

Wierzbicki, T, Bhat, S. 1986. A note on shear effects in progressive crushing of prismatic tubes. S.A.E. Technical Series, Paper No. 860821.

Zawadzki, J, Cieszewski, CJ, Zasada, MJ. 2004a. The use of geostatistical methods for remote-sensing based determination of inventory measures and biophysical params of forests. Sylwan. 3: 51–62. (In Polish).

Zawadzki, J, Cieszewski, CJ, Zasada, MJ. 2004b. Use of geostatistical methods for classification of forest ecosystems using satellite imagery. Sylwan. 2: 26–41. (In Polish).

Zawadzki, J, Cieszewski, CJ, Zasada, MJ. 2005a. Semivariogram analysis of Landsat 5 TM textural data for loblolly pine forests. Journal of Forest Science. 51(2): 47–59.

Zawadzki, J, Cieszewski, CJ, Zasada, MJ, Lowe, RC. 2005b. Applying geostatistics for investigations of forest ecosystems using remote sensing imagery. Silva Fennica. 39: 599–618.

Zhi-Ying, Z, X. De-Zhonga, Z. Xiao-Nong, Z Yun, L Shi-Jun. 2005. Remote sensing and spatial statistical analysis to predict the distribution of Oncomelania hupensis in the marshlands of China. Acta Tropica. 96: 205–212.

Pubblicato

2013-03-30

Fascicolo

Sezione

Special Section on Forest Micro-Detail Detections and Their Seemingly Unrelated Scientific Inquiries

Come citare

Micro-detail comparative forest site analysis using high-resolution satellite imagery. (2013). Mathematical and Computational Forestry & Natural-Resource Sciences (MCFNS), 5(1), 16-37 (22). https://tmp.mcfns.com/index.php/Journal/article/view/154

Articoli simili

1-10 di 26

Puoi anche Iniziare una ricerca avanzata di similarità per questo articolo.

Altri articoli dello/a stesso/a autore/rice

1 2 3 > >>