Scaling-based forest structural change detection using an inverted geometric-optical model in the Three Gorges region of China

Remote Sensing of Environment

Volumn 112, Issue 12, 2008, Pages 4261-4271

  Zeng, Yuan ^a,b   Schaepman, Michael E ^a   Wu, Bingfang ^b   Clevers, Jan G P W ^a   Bregt, Arnold K ^a  

^a WAGENINGEN UNIVERSITY   (Netherlands)

^b INSTITUTE OF REMOTE SENSING APPLICATIONS   (China)

Author keywords

Change detection; Crown closure; Endmember extraction; Forest structure; Geometric optical model; MODIS; Scaling; Three Gorges region

Indexed keywords

ERROR ANALYSIS; LITHIUM; PIXELS; SPECTROMETERS;

CHANGE DETECTION; CROWN CLOSURE; ENDMEMBER EXTRACTION; FOREST STRUCTURE; GEOMETRIC-OPTICAL MODEL; MODIS; SCALING; THREE GORGES REGION;

SECURITY OF DATA;

ALGORITHM; FORESTRY MODELING; FORESTRY POLICY; GORGE; LANDSAT; MODIS; PIXEL; SATELLITE DATA; SATELLITE IMAGERY; STAND STRUCTURE;

ASIA; CHINA; EURASIA; FAR EAST; THREE GORGES;

EID: 53649099478     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2008.07.007     Document Type: Article

References (49)

1. About. Forestry terms (2007). http://forestry.about.com/library/glossary/blforglc.htm http://forestry.about.com/library/glossary/blforglc.htm
2. Adams J.B., Smith M.O., and Johnson P.E. Spectral mixture modeling: A new analysis of rock and soil types at the Viking Lander I site. Journal of Geophysical Research 91 (1986) 8098-8112
3. Boardman J.W. Automated spectral unmixing of AVIRIS data using convex geometry concepts. Summaries, Fourth JPL Airborne Geoscience Workshop, JPL Publication 93-26, 1 (1993) 11-14
4. Brack C. Forest measurement and modelling (1999). http://sres-associated.anu.edu.au/mensuration/crownclo.htm http://sres-associated.anu.edu.au/mensuration/crownclo.htm
5. Chambers J.Q., Asner G.P., Morton D.C., Anderson L.O., Saatchi S.S., Espirito-Santo F.D.B., Palace M., and Souza Jr. C. Regional ecosystem structure and function: Ecological insights from remote sensing of tropical forests. Trends in Ecology and Evolution 22 8 (2007) 414-423
6. Chander G., and Markham B. Revised Landsat-5 TM radiometry calibration procedures and postcalibration dynamic ranges. IEEE Transactions on Geoscience and Remote Sensing 41 11 PART II (2003) 2674-2677
7. Chopping M., Su L., Laliberte A., Rango A., Peters D.P.C., and Kollikkathara N. Mapping shrub abundance in desert grasslands using geometric-optical modeling and multi-angle remote sensing with CHRIS/Proba. Remote Sensing of Environment 104 1 (2006) 62-73
8. Duan Y., and Steil S. China Three Gorges Project resettlement: Policy, planning and implementation. Journal of Refugee Studies 16 4 (2003) 422-434
9. Franklin S.E., Hall R.J., Moskal L.M., Maudie A.J., and Lavigne M.B. Incorporating texture into classification of forest species composition from airborne multispectral images. International Journal of Remote Sensing 21 1 (2000) 61-79
10. Franklin J., and Strahler A.H. Invertible canopy reflectance modeling of vegetation structure in semiarid woodland. IEEE Transactions on Geoscience and Remote Sensing 26 6 (1988) 809-825
11. Gemmell F. Estimating conifer forest cover with thematic mapper data using reflectance model inversions and two spectral indices in a site with variable background characteristics. Remote Sensing of Environment 69 2 (1999) 105-121
12. Gerard F.F., and North P.R.J. Analyzing the effect of structural variability and canopy gaps on forest BRDF using a geometric-optical model. Remote Sensing of Environment 62 1 (1997) 46-62
13. Goodwin N., Coops N.C., and Stone C. Assessing plantation canopy condition from airborne imagery using spectral mixture analysis and fractional abundances. International Journal of Applied Earth Observation and Geoinformation 7 1 (2005) 11-28
14. Haertel V.F., and Shimabukuro Y.E. Spectral linear mixing model in low spatial resolution image data. IEEE Transactions on Geoscience and Remote Sensing 43 11 (2005) 2555-2562
15. Hall F.G., Shimabukuro Y.E., and Huemmrich K.F. Remote sensing of forest biophysical structure using mixture decomposition and geometric reflectance models. Ecological Applications 5 4 (1995) 993-1013
16. Hayes D.J., and Cohen W.B. Spatial, spectral and temporal patterns of tropical forest cover change as observed with multiple scales of optical satellite data. Remote Sensing of Environment 106 1 (2007) 1-16
17. Huang Z., Wu B., and Ao L. Environment issues, activities and monitoring network for the Three Gorges Project (in Chinese) (2006), Science Press Longmen Books, Beijing 363 pp
18. Kalacska M., Sanchez-Azofeifa G.A., Rivard B., Caelli T., White H.P., and Calvo-Alvarado J.C. Ecological fingerprinting of ecosystem succession: Estimating secondary tropical dry forest structure and diversity using imaging spectroscopy. Remote Sensing of Environment 108 1 (2007) 82-96
19. Li L. Major impacts of the Three Gorges project on the Yangtze, China. International Journal of Water Resources Development 6 1 (1990) 63-70
20. Li X., and Strahler A.H. Geometric-optical modeling of a conifer forest canopy. IEEE Transactions on Geoscience and Remote Sensing 23 5 (1985) 705-721
21. Li X., and Strahler A.H. Geometric-optical bidirectional reflectance modeling of the discrete crown vegetation canopy: Effect of crown shape and mutual shadowing. IEEE Transactions on Geoscience and Remote Sensing 30 (1992) 276-292
22. Li X., and Wang J. Vegetation optical remote sensing models and vegetation structure parameterization (in Chinese) (1995), Science Press, Beijing 118 pp
23. Liang S. Quantitative remote sensing of land surfaces. Wiley Series in Remote Sensing (2004), Wiley, New York 534 pp
24. Lu D., Mausel P., Brondízio E., and Moran E. Change detection techniques. International Journal of Remote Sensing 25 12 (2004) 2365-2407
25. McKnight T.L., and Hess D. Climate zones and types: Dry humid subtropical climate (Cfa, Cwa). Physical Geography: A Landscape Appreciation (2000), Prentice Hall, New York 223-226 pp
26. McRoberts R.E., and Tomppo E.O. Remote sensing support for national forest inventories. Remote Sensing of Environment 110 4 (2007) 412-419
27. Peddle D.R., Franklin S.E., Johnson R.L., Lavigne M.B., and Wulder M.A. Structural change detection in a disturbed conifer forest using a geometric optical reflectance model in multiple-forward mode. IEEE Transactions on Geoscience and Remote Sensing 41 1 (2003) 163-166
28. Peddle D.R., Hall F.G., and LeDrew E.F. Spectral mixture analysis and geometric-optical reflectance modeling of boreal forest biophysical structure. Remote Sensing of Environment 67 3 (1999) 288-297
29. Qian Z.Y. Decision making for the construction of Three Gorges Project (in Chinese). Journal of Hydraulic Engineering 37 12 (2006) 1411-1416
30. Rosenqvist A., Milne A., Lucas R., Imhoff M., and Dobson C. A review of remote sensing technology in support of the Kyoto Protocol. Environmental Science and Policy 6 5 (2003) 441-455
31. Scarth P., and Phinn S. Determining forest structural attributes using an inverted geometric-optical model in mixed eucalypt forests, Southeast Queensland, Australia. Remote Sensing of Environment 71 2 (2000) 141-157
32. Scarth P., Phinn S., and McAlpine C. Integrating high and moderate spatial resolution image data to estimate forest age structure. Canadian Journal of Remote Sensing 27 2 (2001) 129-142
33. Schaaf C.B., Li X.W., and Strahler A.H. Topographic effects on bidirectional and hemispherical reflectances calculated with a geometric-optical canopy model. IEEE Transactions on Geoscience and Remote Sensing 32 6 (1994) 1186-1193
34. Schaepman M.E. Spectrodirectional remote sensing: From pixels to processes. International Journal of Applied Earth Observation and Geoinformation 9 2 (2007) 204-223
35. Schaepman-Strub G., Schaepman M.E., Painter T.H., Dangel S., and Martonchik J.V. Reflectance quantities in optical remote sensing-definitions and case studies. Remote Sensing of Environment 103 1 (2006) 27-42
36. Settle J.J., and Drake N.A. Linear mixing and the estimation of ground cover proportions. International Journal of Remote Sensing 14 6 (1993) 1159-1177
37. Strahler A.H., and Jupp D.L.B. Modeling bidirectional reflectance of forests and woodlands using Boolean models and geometric optics. Remote Sensing of Environment 34 3 (1990) 153-166
38. Tan Y., and Yao F. Three Gorges Project: Effects of resettlement on the environment in the reservoir area and countermeasures. Population and Environment 27 4 (2006) 351-371
39. Woodcock C.E. Estimation of forest stand structure from Landsat TM through inversion of the Li-Strahler model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2 (1994) 1245-1247
40. Woodcock C.E., Collins J.B., Gopal S., Jakabhazy V.D., Li X., Macomber S., Ryherd S., Judson Harward V., Levitan J., Wu Y., and Warbington R. Mapping forest vegetation using Landsat TM imagery and a canopy reflectance model. Remote Sensing of Environment 50 3 (1994) 240-254
41. Woodcock C.E., Collins J.B., Jakabhazy V.D., Li X., Macomber S.A., and Wu Y. Inversion of the Li-Strahler canopy reflectance model for mapping forest structure. IEEE Transactions on Geoscience and Remote Sensing 35 2 (1997) 405-414
42. Wu G., Wei J., Deng H.B., Li J., and Zhao J.Z. Sustainable development pattern and the strategy in the three Gorges Reservoir Areas. Journal of Environmental Sciences (China) 14 1 (2002) 83-87
43. Wulder M. Optical remote-sensing techniques for the assessment of forest inventory and biophysical parameters. Progress in Physical Geography 22 4 (1998) 449-476
44. Wulder M.A., and Franklin S.E. Remote sensing of forest environments: Concepts and case studies (2003), Kluwer Academic Publishers, Boston 519 pp
45. Zeng Y., Schaepman M.E., Wu B., Clevers J.G.P.W., and Bregt A.K. Forest structural variables retrieval using EO-1 Hyperion data in combination with linear spectral unmixing and an inverted geometric-optical model. Journal of Remote Sensing (China) 11 5 (2007) 648-658
46. Zeng, Y., Schaepman, M. E., Wu, B., Clevers, J. G. P. W. & Bregt, A. K. (in press). Quantitative forest canopy structure assessment using an inverted geometric-optical model and up-scaling. International Journal of Remote Sensing.
47. Zhang L., Dong L., Wu B., and Zhou W. Land cover change before and after the construction of Three Gorges Reservoir within 10 years (in Chinese). Resources and Environment in the Yangtze Basin 16 1 (2007) 107-112
48. Zhukov B., Oertel D., Lanzl F., and Reinhackel G. Unmixing-based multisensor multiresolution image fusion. IEEE Transactions on Geoscience and Remote Sensing 37 3 I (1999) 1212-1226
49. Zurita-Milla R., Clevers J.G.P.W., and Schaepman M.E. Landsat TM and MERIS FR image fusion for land cover mapping over the Netherlands. Proceedings of 2nd Workshop of the EARSeL SIG on Land Use and Land Cover, 28-30 September, Bonn, Germany (2006) 34-40