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 inInternational journal of remote sensing Vol. 28; no. 24; pp. 5641 - 5647
Main Authors Inoue, Y., Qi, J., Olioso, A., Kiyono, Y., Horie, T., Asai, H., Saito, K., Ochiai, Y., Shiraiwa, T., Douangsavanh, L.
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LanguageEnglish
Published Abingdon Taylor & Francis 20.12.2007
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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.
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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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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Issue 24
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
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ref1
Inoue Y. (ref6) 2006; 111
Kiyono Y. (ref10) 2007; 12
Pravongvienkham P. (ref12) 2004; 8
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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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