Traceability of slash-and-burn land-use history using optical satellite sensor imagery: a basis for chronosequential assessment of ecosystem carbon stock in Laos
This study examined the use of satellite sensor imagery for chronosequential assessment of land use and ecosystem carbon stock in slash-and-burn (S/B) regions of Laos. The segmentation approach was useful because the boundaries of S/B patches are subject to change due to natural or anthropogenic fac...
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Published in | International journal of remote sensing Vol. 28; no. 24; pp. 5641 - 5647 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
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Taylor & Francis
20.12.2007
Taylor and Francis |
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Abstract | This study examined the use of satellite sensor imagery for chronosequential assessment of land use and ecosystem carbon stock in slash-and-burn (S/B) regions of Laos. The segmentation approach was useful because the boundaries of S/B patches are subject to change due to natural or anthropogenic factors. Polygon-based classification using six optical bands of Landsat Enhanced Thematic Mapper Plus (ETM+) imagery showed that S/B patches could be discriminated with high accuracy (0.98). Normalized difference spectral indices, NDSI[i, j] = [R
j
−R
i
]/[R
j
+R
i
], using reflectances R
j
and R
i
at j and i nm wavelengths for S/B polygons during four consecutive years (1999-2002) showed that NDSI[2215, 830], NDSI[1650, 830] and NDSI[660, 830] ( = the normalized difference vegetation index, NDVI) values decreased significantly in S/B years compared to those under fallow conditions (by 0.21±0.04, 0.20±0.04 and 0.17±0.03, respectively). Only slight differences were found before and after the S/B year, regardless of fallow length or biomass estimated by the allometry method. Relating reflectance signatures directly to fallow biomass was unsuitable, but these NDSIs were also useful for distinguishing S/B patches. Land-use history, including the community age of fallow vegetation, can be traced on a pixel basis using a superimposed set of segmented classified images. |
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AbstractList | This study examined the use of satellite sensor imagery for chronosequential assessment of land use and ecosystem carbon stock in slash-and-burn (S/B) regions of Laos. The segmentation approach was useful because the boundaries of S/B patches are subject to change due to natural or anthropogenic factors. Polygon-based classification using six optical bands of Landsat Enhanced Thematic Mapper Plus (ETM+) imagery showed that S/B patches could be discriminated with high accuracy (0.98). Normalized difference spectral indices, NDSI[i, j]=[Rj -Ri ]/[Rj +Ri ], using reflectances Rj and Ri at j and i nm wavelengths for S/B polygons during four consecutive years (1999-2002) showed that NDSI[2215, 830], NDSI[1650, 830] and NDSI[660, 830] (=the normalized difference vegetation index, NDVI) values decreased significantly in S/B years compared to those under fallow conditions (by 0.21+/-0.0,0.20+/-0.04 and 0.17+/-0.03, respectively). Only slight differences were found before and after the S/B year, regardless of fallow length or biomass estimated by the allometry method. Relating reflectance signatures directly to fallow biomass was unsuitable, but these NDSIs were also useful for distinguishing S/B patches. Land-use history, including the community age of fallow vegetation, can be traced on a pixel basis using a superimposed set of segmented classified images. This study examined the use of satellite sensor imagery for chronosequential assessment of land use and ecosystem carbon stock in slash-and-burn (S/B) regions of Laos. The segmentation approach was useful because the boundaries of S/B patches are subject to change due to natural or anthropogenic factors. Polygon-based classification using six optical bands of Landsat Enhanced Thematic Mapper Plus (ETM+) imagery showed that S/B patches could be discriminated with high accuracy (0.98). Normalized difference spectral indices, NDSI[i, j] = [R j −R i ]/[R j +R i ], using reflectances R j and R i at j and i nm wavelengths for S/B polygons during four consecutive years (1999-2002) showed that NDSI[2215, 830], NDSI[1650, 830] and NDSI[660, 830] ( = the normalized difference vegetation index, NDVI) values decreased significantly in S/B years compared to those under fallow conditions (by 0.21±0.04, 0.20±0.04 and 0.17±0.03, respectively). Only slight differences were found before and after the S/B year, regardless of fallow length or biomass estimated by the allometry method. Relating reflectance signatures directly to fallow biomass was unsuitable, but these NDSIs were also useful for distinguishing S/B patches. Land-use history, including the community age of fallow vegetation, can be traced on a pixel basis using a superimposed set of segmented classified images. |
Author | Inoue, Y. Kiyono, Y. Qi, J. Olioso, A. Shiraiwa, T. Douangsavanh, L. Horie, T. Ochiai, Y. Saito, K. Asai, H. |
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Cites_doi | 10.1029/2006JD007469 10.1080/01431160210153129 10.1002/ldr.570 10.1080/01431160110053185 10.14358/PERS.73.4.361 10.1016/S0034-4257(03)00039-7 10.1007/s10310-007-0028-6 10.1080/01431160210144589 10.1016/0034-4257(88)90019-3 10.1109/TGRS.2003.818464 |
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Keywords | wavelength Thematic Mapper Vegetation index polygons Space remote sensing Landsat accuracy Shifting cultivation measurement sensor storage classification agriculture evaluation Traceability land use carbon Crop rotation ecosystems imagery segmentation Spectral index land cover Anthropogenic factor Reflectance |
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References | ref13 ref15 Inoue Y. (ref8) 2007; 29 ref11 ref2 ref1 Inoue Y. (ref6) 2006; 111 Kiyono Y. (ref10) 2007; 12 Pravongvienkham P. (ref12) 2004; 8 ref9 ref4 ref3 ref5 Roder W. (ref14) 2001 Inoue Y. (ref7) 2007; 109 |
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SubjectTerms | Agronomy. Soil science and plant productions Applied geophysics Biological and medical sciences Earth sciences Earth, ocean, space Exact sciences and technology Fundamental and applied biological sciences. Psychology Generalities. Biometrics, experimentation. Remote sensing Internal geophysics Remote sensing |
Title | Traceability of slash-and-burn land-use history using optical satellite sensor imagery: a basis for chronosequential assessment of ecosystem carbon stock in Laos |
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